diff --git a/opencharts/medium-10m-probability.ipynb b/opencharts/medium-10m-probability.ipynb index e5d1b03..8472c75 100644 --- a/opencharts/medium-10m-probability.ipynb +++ b/opencharts/medium-10m-probability.ipynb @@ -1,2200 +1,2196 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "5e5fb0f6", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "libraries" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tProbabilities: 10m wind speed" - ] - }, - { - "cell_type": "markdown", - "id": "e3452885", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-10m-probability \n" - ] - }, - { - "cell_type": "markdown", - "id": "80d66904-f69f-4273-8cc0-ca254667f352", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "192d7ec9", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 2 parameters :\n", - "\n", - "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", - "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" - ] - }, - { - "cell_type": "markdown", - "id": "7576d2bf", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "c4cadfb4", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b45daf94", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "ce0044a5", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-10m-probability.grib'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['10u','10v']\n", - "filename = 'medium-10m-probability.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "d9863e83", - "metadata": {}, - "source": [ - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as control forecast. \n", - "To download individual members, plese specify type=\"pf\", and number=[1,2,3], or any list of desired members." - ] - }, - { - "cell_type": "markdown", - "id": "02ee6bc8-3c76-4e86-ab01-50527686309b", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "c5260229", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20250108000000-24h-enfo-ef.grib2: 0%| | 0.00/83.7M [00:00" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=24,\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=[\"10u\",\"10v\"],\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "6aa6eebd", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "2cff7287", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "0028b62f", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "ab3ce754", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround10202501080240,1,...165odenfocf,pf0001
10vheightAboveGround10202501080240,1,...166odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "9c42bddf", - "metadata": {}, - "source": [ - "And an overview of one parameter" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "6bffd970", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortName10u
name10 metre U wind component
paramId165
unitsm s**-1
typeOfLevelheightAboveGround
level10
date20250108
time0
step24
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamenfo
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('10u')" - ] - }, - { - "cell_type": "markdown", - "id": "706019d7", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded. \n", - "Note that this fieldset has all fields randomly arranged. You can see that if you look at the **number** column. These are ensemble member numbers." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "c86293a1", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf10uheightAboveGround1020250108024pf42regular_ll
1ecmf10uheightAboveGround1020250108024pf6regular_ll
2ecmf10uheightAboveGround1020250108024pf24regular_ll
3ecmf10vheightAboveGround1020250108024pf41regular_ll
4ecmf10vheightAboveGround1020250108024pf14regular_ll
5ecmf10vheightAboveGround1020250108024pf32regular_ll
6ecmf10uheightAboveGround1020250108024pf33regular_ll
7ecmf10vheightAboveGround1020250108024pf50regular_ll
8ecmf10uheightAboveGround1020250108024pf15regular_ll
9ecmf10vheightAboveGround1020250108024pf23regular_ll
10ecmf10vheightAboveGround1020250108024pf42regular_ll
11ecmf10uheightAboveGround1020250108024pf34regular_ll
12ecmf10vheightAboveGround1020250108024pf15regular_ll
13ecmf10vheightAboveGround1020250108024pf6regular_ll
14ecmf10vheightAboveGround1020250108024pf24regular_ll
15ecmf10uheightAboveGround1020250108024pf8regular_ll
16ecmf10uheightAboveGround1020250108024pf44regular_ll
17ecmf10vheightAboveGround1020250108024pf33regular_ll
18ecmf10uheightAboveGround1020250108024pf25regular_ll
19ecmf10uheightAboveGround1020250108024pf43regular_ll
20ecmf10uheightAboveGround1020250108024pf16regular_ll
21ecmf10uheightAboveGround1020250108024pf35regular_ll
22ecmf10uheightAboveGround1020250108024pf7regular_ll
23ecmf10uheightAboveGround1020250108024pf26regular_ll
24ecmf10uheightAboveGround1020250108024pf17regular_ll
25ecmf10vheightAboveGround1020250108024pf43regular_ll
26ecmf10vheightAboveGround1020250108024pf7regular_ll
27ecmf10vheightAboveGround1020250108024pf25regular_ll
28ecmf10vheightAboveGround1020250108024pf34regular_ll
29ecmf10vheightAboveGround1020250108024pf16regular_ll
30ecmf10uheightAboveGround1020250108024pf36regular_ll
31ecmf10vheightAboveGround1020250108024pf8regular_ll
32ecmf10vheightAboveGround1020250108024pf44regular_ll
33ecmf10vheightAboveGround1020250108024pf35regular_ll
34ecmf10vheightAboveGround1020250108024pf26regular_ll
35ecmf10uheightAboveGround1020250108024pf45regular_ll
36ecmf10uheightAboveGround1020250108024pf9regular_ll
37ecmf10vheightAboveGround1020250108024pf17regular_ll
38ecmf10uheightAboveGround1020250108024pf27regular_ll
39ecmf10uheightAboveGround1020250108024pf18regular_ll
40ecmf10vheightAboveGround1020250108024pf36regular_ll
41ecmf10vheightAboveGround1020250108024pf45regular_ll
42ecmf10vheightAboveGround1020250108024pf18regular_ll
43ecmf10uheightAboveGround1020250108024cf0regular_ll
44ecmf10vheightAboveGround1020250108024pf9regular_ll
45ecmf10uheightAboveGround1020250108024pf1regular_ll
46ecmf10uheightAboveGround1020250108024pf28regular_ll
47ecmf10vheightAboveGround1020250108024pf27regular_ll
48ecmf10uheightAboveGround1020250108024pf37regular_ll
49ecmf10uheightAboveGround1020250108024pf46regular_ll
50ecmf10uheightAboveGround1020250108024pf19regular_ll
51ecmf10vheightAboveGround1020250108024pf1regular_ll
52ecmf10vheightAboveGround1020250108024cf0regular_ll
53ecmf10vheightAboveGround1020250108024pf37regular_ll
54ecmf10vheightAboveGround1020250108024pf19regular_ll
55ecmf10vheightAboveGround1020250108024pf28regular_ll
56ecmf10vheightAboveGround1020250108024pf46regular_ll
57ecmf10uheightAboveGround1020250108024pf38regular_ll
58ecmf10uheightAboveGround1020250108024pf29regular_ll
59ecmf10uheightAboveGround1020250108024pf47regular_ll
60ecmf10uheightAboveGround1020250108024pf10regular_ll
61ecmf10uheightAboveGround1020250108024pf2regular_ll
62ecmf10vheightAboveGround1020250108024pf38regular_ll
63ecmf10vheightAboveGround1020250108024pf29regular_ll
64ecmf10vheightAboveGround1020250108024pf47regular_ll
65ecmf10uheightAboveGround1020250108024pf48regular_ll
66ecmf10vheightAboveGround1020250108024pf10regular_ll
67ecmf10uheightAboveGround1020250108024pf3regular_ll
68ecmf10uheightAboveGround1020250108024pf39regular_ll
69ecmf10uheightAboveGround1020250108024pf20regular_ll
70ecmf10uheightAboveGround1020250108024pf11regular_ll
71ecmf10vheightAboveGround1020250108024pf2regular_ll
72ecmf10uheightAboveGround1020250108024pf4regular_ll
73ecmf10uheightAboveGround1020250108024pf49regular_ll
74ecmf10uheightAboveGround1020250108024pf30regular_ll
75ecmf10uheightAboveGround1020250108024pf21regular_ll
76ecmf10uheightAboveGround1020250108024pf12regular_ll
77ecmf10vheightAboveGround1020250108024pf48regular_ll
78ecmf10vheightAboveGround1020250108024pf20regular_ll
79ecmf10vheightAboveGround1020250108024pf39regular_ll
80ecmf10vheightAboveGround1020250108024pf3regular_ll
81ecmf10vheightAboveGround1020250108024pf11regular_ll
82ecmf10vheightAboveGround1020250108024pf4regular_ll
83ecmf10uheightAboveGround1020250108024pf40regular_ll
84ecmf10vheightAboveGround1020250108024pf49regular_ll
85ecmf10uheightAboveGround1020250108024pf13regular_ll
86ecmf10vheightAboveGround1020250108024pf21regular_ll
87ecmf10vheightAboveGround1020250108024pf12regular_ll
88ecmf10uheightAboveGround1020250108024pf31regular_ll
89ecmf10vheightAboveGround1020250108024pf30regular_ll
90ecmf10uheightAboveGround1020250108024pf5regular_ll
91ecmf10uheightAboveGround1020250108024pf50regular_ll
92ecmf10uheightAboveGround1020250108024pf22regular_ll
93ecmf10uheightAboveGround1020250108024pf32regular_ll
94ecmf10uheightAboveGround1020250108024pf41regular_ll
95ecmf10uheightAboveGround1020250108024pf23regular_ll
96ecmf10vheightAboveGround1020250108024pf31regular_ll
97ecmf10uheightAboveGround1020250108024pf14regular_ll
98ecmf10vheightAboveGround1020250108024pf40regular_ll
99ecmf10vheightAboveGround1020250108024pf13regular_ll
100ecmf10vheightAboveGround1020250108024pf22regular_ll
101ecmf10vheightAboveGround1020250108024pf5regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf 10u heightAboveGround 10 20250108 0 \n", - "1 ecmf 10u heightAboveGround 10 20250108 0 \n", - "2 ecmf 10u heightAboveGround 10 20250108 0 \n", - "3 ecmf 10v heightAboveGround 10 20250108 0 \n", - "4 ecmf 10v heightAboveGround 10 20250108 0 \n", - "5 ecmf 10v heightAboveGround 10 20250108 0 \n", - "6 ecmf 10u heightAboveGround 10 20250108 0 \n", - "7 ecmf 10v heightAboveGround 10 20250108 0 \n", - "8 ecmf 10u heightAboveGround 10 20250108 0 \n", - "9 ecmf 10v heightAboveGround 10 20250108 0 \n", - "10 ecmf 10v heightAboveGround 10 20250108 0 \n", - "11 ecmf 10u heightAboveGround 10 20250108 0 \n", - "12 ecmf 10v heightAboveGround 10 20250108 0 \n", - "13 ecmf 10v heightAboveGround 10 20250108 0 \n", - "14 ecmf 10v heightAboveGround 10 20250108 0 \n", - "15 ecmf 10u heightAboveGround 10 20250108 0 \n", - "16 ecmf 10u heightAboveGround 10 20250108 0 \n", - "17 ecmf 10v heightAboveGround 10 20250108 0 \n", - "18 ecmf 10u heightAboveGround 10 20250108 0 \n", - "19 ecmf 10u heightAboveGround 10 20250108 0 \n", - "20 ecmf 10u heightAboveGround 10 20250108 0 \n", - "21 ecmf 10u heightAboveGround 10 20250108 0 \n", - "22 ecmf 10u heightAboveGround 10 20250108 0 \n", - "23 ecmf 10u heightAboveGround 10 20250108 0 \n", - "24 ecmf 10u heightAboveGround 10 20250108 0 \n", - "25 ecmf 10v heightAboveGround 10 20250108 0 \n", - "26 ecmf 10v heightAboveGround 10 20250108 0 \n", - "27 ecmf 10v heightAboveGround 10 20250108 0 \n", - "28 ecmf 10v heightAboveGround 10 20250108 0 \n", - "29 ecmf 10v heightAboveGround 10 20250108 0 \n", - "30 ecmf 10u heightAboveGround 10 20250108 0 \n", - "31 ecmf 10v heightAboveGround 10 20250108 0 \n", - "32 ecmf 10v heightAboveGround 10 20250108 0 \n", - "33 ecmf 10v heightAboveGround 10 20250108 0 \n", - "34 ecmf 10v heightAboveGround 10 20250108 0 \n", - "35 ecmf 10u heightAboveGround 10 20250108 0 \n", - "36 ecmf 10u heightAboveGround 10 20250108 0 \n", - "37 ecmf 10v heightAboveGround 10 20250108 0 \n", - "38 ecmf 10u heightAboveGround 10 20250108 0 \n", - "39 ecmf 10u heightAboveGround 10 20250108 0 \n", - "40 ecmf 10v heightAboveGround 10 20250108 0 \n", - "41 ecmf 10v heightAboveGround 10 20250108 0 \n", - "42 ecmf 10v heightAboveGround 10 20250108 0 \n", - "43 ecmf 10u heightAboveGround 10 20250108 0 \n", - "44 ecmf 10v heightAboveGround 10 20250108 0 \n", - "45 ecmf 10u heightAboveGround 10 20250108 0 \n", - "46 ecmf 10u heightAboveGround 10 20250108 0 \n", - "47 ecmf 10v heightAboveGround 10 20250108 0 \n", - "48 ecmf 10u heightAboveGround 10 20250108 0 \n", - "49 ecmf 10u heightAboveGround 10 20250108 0 \n", - "50 ecmf 10u heightAboveGround 10 20250108 0 \n", - "51 ecmf 10v heightAboveGround 10 20250108 0 \n", - "52 ecmf 10v heightAboveGround 10 20250108 0 \n", - "53 ecmf 10v heightAboveGround 10 20250108 0 \n", - "54 ecmf 10v heightAboveGround 10 20250108 0 \n", - "55 ecmf 10v heightAboveGround 10 20250108 0 \n", - "56 ecmf 10v heightAboveGround 10 20250108 0 \n", - "57 ecmf 10u heightAboveGround 10 20250108 0 \n", - "58 ecmf 10u heightAboveGround 10 20250108 0 \n", - "59 ecmf 10u heightAboveGround 10 20250108 0 \n", - "60 ecmf 10u heightAboveGround 10 20250108 0 \n", - "61 ecmf 10u heightAboveGround 10 20250108 0 \n", - "62 ecmf 10v heightAboveGround 10 20250108 0 \n", - "63 ecmf 10v heightAboveGround 10 20250108 0 \n", - "64 ecmf 10v heightAboveGround 10 20250108 0 \n", - "65 ecmf 10u heightAboveGround 10 20250108 0 \n", - "66 ecmf 10v heightAboveGround 10 20250108 0 \n", - "67 ecmf 10u heightAboveGround 10 20250108 0 \n", - "68 ecmf 10u heightAboveGround 10 20250108 0 \n", - "69 ecmf 10u heightAboveGround 10 20250108 0 \n", - "70 ecmf 10u heightAboveGround 10 20250108 0 \n", - "71 ecmf 10v heightAboveGround 10 20250108 0 \n", - "72 ecmf 10u heightAboveGround 10 20250108 0 \n", - "73 ecmf 10u heightAboveGround 10 20250108 0 \n", - "74 ecmf 10u heightAboveGround 10 20250108 0 \n", - "75 ecmf 10u heightAboveGround 10 20250108 0 \n", - "76 ecmf 10u heightAboveGround 10 20250108 0 \n", - "77 ecmf 10v heightAboveGround 10 20250108 0 \n", - "78 ecmf 10v heightAboveGround 10 20250108 0 \n", - "79 ecmf 10v heightAboveGround 10 20250108 0 \n", - "80 ecmf 10v heightAboveGround 10 20250108 0 \n", - "81 ecmf 10v heightAboveGround 10 20250108 0 \n", - "82 ecmf 10v heightAboveGround 10 20250108 0 \n", - "83 ecmf 10u heightAboveGround 10 20250108 0 \n", - "84 ecmf 10v heightAboveGround 10 20250108 0 \n", - "85 ecmf 10u heightAboveGround 10 20250108 0 \n", - "86 ecmf 10v heightAboveGround 10 20250108 0 \n", - "87 ecmf 10v heightAboveGround 10 20250108 0 \n", - "88 ecmf 10u heightAboveGround 10 20250108 0 \n", - "89 ecmf 10v heightAboveGround 10 20250108 0 \n", - "90 ecmf 10u heightAboveGround 10 20250108 0 \n", - "91 ecmf 10u heightAboveGround 10 20250108 0 \n", - "92 ecmf 10u heightAboveGround 10 20250108 0 \n", - "93 ecmf 10u heightAboveGround 10 20250108 0 \n", - "94 ecmf 10u heightAboveGround 10 20250108 0 \n", - "95 ecmf 10u heightAboveGround 10 20250108 0 \n", - "96 ecmf 10v heightAboveGround 10 20250108 0 \n", - "97 ecmf 10u heightAboveGround 10 20250108 0 \n", - "98 ecmf 10v heightAboveGround 10 20250108 0 \n", - "99 ecmf 10v heightAboveGround 10 20250108 0 \n", - "100 ecmf 10v heightAboveGround 10 20250108 0 \n", - "101 ecmf 10v heightAboveGround 10 20250108 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 24 pf 42 regular_ll \n", - "1 24 pf 6 regular_ll \n", - "2 24 pf 24 regular_ll \n", - "3 24 pf 41 regular_ll \n", - "4 24 pf 14 regular_ll \n", - "5 24 pf 32 regular_ll \n", - "6 24 pf 33 regular_ll \n", - "7 24 pf 50 regular_ll \n", - "8 24 pf 15 regular_ll \n", - "9 24 pf 23 regular_ll \n", - "10 24 pf 42 regular_ll \n", - "11 24 pf 34 regular_ll \n", - "12 24 pf 15 regular_ll \n", - "13 24 pf 6 regular_ll \n", - "14 24 pf 24 regular_ll \n", - "15 24 pf 8 regular_ll \n", - "16 24 pf 44 regular_ll \n", - "17 24 pf 33 regular_ll \n", - "18 24 pf 25 regular_ll \n", - "19 24 pf 43 regular_ll \n", - "20 24 pf 16 regular_ll \n", - "21 24 pf 35 regular_ll \n", - "22 24 pf 7 regular_ll \n", - "23 24 pf 26 regular_ll \n", - "24 24 pf 17 regular_ll \n", - "25 24 pf 43 regular_ll \n", - "26 24 pf 7 regular_ll \n", - "27 24 pf 25 regular_ll \n", - "28 24 pf 34 regular_ll \n", - "29 24 pf 16 regular_ll \n", - "30 24 pf 36 regular_ll \n", - "31 24 pf 8 regular_ll \n", - "32 24 pf 44 regular_ll \n", - "33 24 pf 35 regular_ll \n", - "34 24 pf 26 regular_ll \n", - "35 24 pf 45 regular_ll \n", - "36 24 pf 9 regular_ll \n", - "37 24 pf 17 regular_ll \n", - "38 24 pf 27 regular_ll \n", - "39 24 pf 18 regular_ll \n", - "40 24 pf 36 regular_ll \n", - "41 24 pf 45 regular_ll \n", - "42 24 pf 18 regular_ll \n", - "43 24 cf 0 regular_ll \n", - "44 24 pf 9 regular_ll \n", - "45 24 pf 1 regular_ll \n", - "46 24 pf 28 regular_ll \n", - "47 24 pf 27 regular_ll \n", - "48 24 pf 37 regular_ll \n", - "49 24 pf 46 regular_ll \n", - "50 24 pf 19 regular_ll \n", - "51 24 pf 1 regular_ll \n", - "52 24 cf 0 regular_ll \n", - "53 24 pf 37 regular_ll \n", - "54 24 pf 19 regular_ll \n", - "55 24 pf 28 regular_ll \n", - "56 24 pf 46 regular_ll \n", - "57 24 pf 38 regular_ll \n", - "58 24 pf 29 regular_ll \n", - "59 24 pf 47 regular_ll \n", - "60 24 pf 10 regular_ll \n", - "61 24 pf 2 regular_ll \n", - "62 24 pf 38 regular_ll \n", - "63 24 pf 29 regular_ll \n", - "64 24 pf 47 regular_ll \n", - "65 24 pf 48 regular_ll \n", - "66 24 pf 10 regular_ll \n", - "67 24 pf 3 regular_ll \n", - "68 24 pf 39 regular_ll \n", - "69 24 pf 20 regular_ll \n", - "70 24 pf 11 regular_ll \n", - "71 24 pf 2 regular_ll \n", - "72 24 pf 4 regular_ll \n", - "73 24 pf 49 regular_ll \n", - "74 24 pf 30 regular_ll \n", - "75 24 pf 21 regular_ll \n", - "76 24 pf 12 regular_ll \n", - "77 24 pf 48 regular_ll \n", - "78 24 pf 20 regular_ll \n", - "79 24 pf 39 regular_ll \n", - "80 24 pf 3 regular_ll \n", - "81 24 pf 11 regular_ll \n", - "82 24 pf 4 regular_ll \n", - "83 24 pf 40 regular_ll \n", - "84 24 pf 49 regular_ll \n", - "85 24 pf 13 regular_ll \n", - "86 24 pf 21 regular_ll \n", - "87 24 pf 12 regular_ll \n", - "88 24 pf 31 regular_ll \n", - "89 24 pf 30 regular_ll \n", - "90 24 pf 5 regular_ll \n", - "91 24 pf 50 regular_ll \n", - "92 24 pf 22 regular_ll \n", - "93 24 pf 32 regular_ll \n", - "94 24 pf 41 regular_ll \n", - "95 24 pf 23 regular_ll \n", - "96 24 pf 31 regular_ll \n", - "97 24 pf 14 regular_ll \n", - "98 24 pf 40 regular_ll \n", - "99 24 pf 13 regular_ll \n", - "100 24 pf 22 regular_ll \n", - "101 24 pf 5 regular_ll " - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "c3923afa", - "metadata": {}, - "source": [ - "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", - "Note that we can give a fieldset on N u/v components, not just one pair. \n", - "\n", - "In this case we will calculate all 51 ensemble members at the same time. \n", - "First we need to filter out u and v and sort the fieldsets." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "fb29585b-3476-412d-81e2-9033ed81a20a", - "metadata": {}, - "outputs": [], - "source": [ - "u = data.select(shortName= '10u').sort()\n", - "v = data.select(shortName= '10v').sort()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "baaac817-888e-4d69-ba46-438d66fb934a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202501080240,1,...207odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "speed = mv.speed(u,v)\n", - "speed.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "0126e8ab", - "metadata": {}, - "source": [ - "We can mask where the wind speed is greater than 10 m/s. \n", - "This will set values at 1 where the speed is > 10 m/s and 0 where it is < 10 m/s." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "66398d36", - "metadata": {}, - "outputs": [], - "source": [ - "speed_mask = speed > 10" - ] - }, - { - "cell_type": "markdown", - "id": "29e11a34", - "metadata": {}, - "source": [ - "In the end we calculate the probability for speed being greater than 10 m/s by calculating mean of the fieldset." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "8d3c2691", - "metadata": {}, - "outputs": [], - "source": [ - "prob_speed = mv.mean(speed_mask) * 100" - ] - }, - { - "cell_type": "markdown", - "id": "c7803b9a", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "1b6e5914", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "libraries" - ] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "speed_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_grn_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Probabilities: 10m wind speed\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob_speed, speed_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "libraries" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-10m-probability\", # specify relative or full path\n", - " output_title = \"medium-10m-probability\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob_speed, speed_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "63c09563-eb3a-45bc-99b9-1fddbc0dfab8", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "5e5fb0f6", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "libraries" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tProbabilities: 10m wind speed" + ] + }, + { + "cell_type": "markdown", + "id": "e3452885", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-10m-probability \n" + ] + }, + { + "cell_type": "markdown", + "id": "80d66904-f69f-4273-8cc0-ca254667f352", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "192d7ec9", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 2 parameters :\n", + "\n", + "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", + "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" + ] + }, + { + "cell_type": "markdown", + "id": "7576d2bf", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "2ee0c6f8", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "c4cadfb4", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Setting MARS_HOME to /usr/local/apps/mars/configs/prod\n" + ] + } + ], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b45daf94", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ce0044a5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-10m-probability-pf.grib', 'medium-10m-probability-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['10u','10v']\n", + "filename1 = 'medium-10m-probability-pf.grib'\n", + "filename2 = 'medium-10m-probability-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "d9863e83", + "metadata": {}, + "source": [ + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**. \n", + "To download individual members, please specify type=\"pf\", and number=[1,2,3], or any list of desired members." + ] + }, + { + "cell_type": "markdown", + "id": "02ee6bc8-3c76-4e86-ab01-50527686309b", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5260229", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=24,\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=[\"10u\",\"10v\"],\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=24,\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=[\"10u\",\"10v\"],\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "6aa6eebd", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2cff7287", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "0028b62f", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ab3ce754", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround10202604280241,10,...165odenfo,operfc,pf0001
10vheightAboveGround10202604280241,10,...166odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "9c42bddf", + "metadata": {}, + "source": [ + "And an overview of one parameter" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "6bffd970", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortName10u
name10 metre U wind component
paramId165
unitsm s**-1
typeOfLevelheightAboveGround
level10
date20260428
time0
step24
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamenfo,oper
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('10u')" + ] + }, + { + "cell_type": "markdown", + "id": "706019d7", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded. \n", + "Note that this fieldset has all fields randomly arranged. You can see that if you look at the **number** column. These are ensemble member numbers." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c86293a1", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf10uheightAboveGround1020260428024pf4regular_ll
1ecmf10uheightAboveGround1020260428024pf21regular_ll
2ecmf10vheightAboveGround1020260428024pf31regular_ll
3ecmf10vheightAboveGround1020260428024pf13regular_ll
4ecmf10vheightAboveGround1020260428024pf5regular_ll
5ecmf10uheightAboveGround1020260428024pf3regular_ll
6ecmf10vheightAboveGround1020260428024pf4regular_ll
7ecmf10vheightAboveGround1020260428024pf21regular_ll
8ecmf10uheightAboveGround1020260428024pf11regular_ll
9ecmf10vheightAboveGround1020260428024pf3regular_ll
10ecmf10uheightAboveGround1020260428024pf38regular_ll
11ecmf10vheightAboveGround1020260428024pf11regular_ll
12ecmf10uheightAboveGround1020260428024pf2regular_ll
13ecmf10vheightAboveGround1020260428024pf38regular_ll
14ecmf10vheightAboveGround1020260428024pf2regular_ll
15ecmf10uheightAboveGround1020260428024pf28regular_ll
16ecmf10uheightAboveGround1020260428024pf1regular_ll
17ecmf10uheightAboveGround1020260428024pf36regular_ll
18ecmf10uheightAboveGround1020260428024pf18regular_ll
19ecmf10uheightAboveGround1020260428024pf9regular_ll
20ecmf10vheightAboveGround1020260428024pf28regular_ll
21ecmf10vheightAboveGround1020260428024pf1regular_ll
22ecmf10uheightAboveGround1020260428024pf26regular_ll
23ecmf10vheightAboveGround1020260428024pf36regular_ll
24ecmf10vheightAboveGround1020260428024pf18regular_ll
25ecmf10vheightAboveGround1020260428024pf9regular_ll
26ecmf10uheightAboveGround1020260428024pf34regular_ll
27ecmf10uheightAboveGround1020260428024pf16regular_ll
28ecmf10vheightAboveGround1020260428024pf26regular_ll
29ecmf10uheightAboveGround1020260428024pf24regular_ll
30ecmf10vheightAboveGround1020260428024pf34regular_ll
31ecmf10vheightAboveGround1020260428024pf16regular_ll
32ecmf10vheightAboveGround1020260428024pf24regular_ll
33ecmf10uheightAboveGround1020260428024pf32regular_ll
34ecmf10uheightAboveGround1020260428024pf50regular_ll
35ecmf10uheightAboveGround1020260428024pf14regular_ll
36ecmf10vheightAboveGround1020260428024pf32regular_ll
37ecmf10vheightAboveGround1020260428024pf50regular_ll
38ecmf10uheightAboveGround1020260428024pf22regular_ll
39ecmf10uheightAboveGround1020260428024pf40regular_ll
40ecmf10vheightAboveGround1020260428024pf14regular_ll
41ecmf10uheightAboveGround1020260428024pf12regular_ll
42ecmf10vheightAboveGround1020260428024pf22regular_ll
43ecmf10uheightAboveGround1020260428024pf30regular_ll
44ecmf10vheightAboveGround1020260428024pf40regular_ll
45ecmf10uheightAboveGround1020260428024pf39regular_ll
46ecmf10uheightAboveGround1020260428024pf20regular_ll
47ecmf10vheightAboveGround1020260428024pf12regular_ll
48ecmf10vheightAboveGround1020260428024pf30regular_ll
49ecmf10uheightAboveGround1020260428024pf19regular_ll
50ecmf10uheightAboveGround1020260428024pf10regular_ll
51ecmf10uheightAboveGround1020260428024pf29regular_ll
52ecmf10vheightAboveGround1020260428024pf39regular_ll
53ecmf10uheightAboveGround1020260428024pf37regular_ll
54ecmf10vheightAboveGround1020260428024pf20regular_ll
55ecmf10vheightAboveGround1020260428024pf19regular_ll
56ecmf10vheightAboveGround1020260428024pf10regular_ll
57ecmf10uheightAboveGround1020260428024pf27regular_ll
58ecmf10vheightAboveGround1020260428024pf29regular_ll
59ecmf10vheightAboveGround1020260428024pf37regular_ll
60ecmf10uheightAboveGround1020260428024pf35regular_ll
61ecmf10uheightAboveGround1020260428024pf17regular_ll
62ecmf10vheightAboveGround1020260428024pf27regular_ll
63ecmf10uheightAboveGround1020260428024pf25regular_ll
64ecmf10vheightAboveGround1020260428024pf17regular_ll
65ecmf10vheightAboveGround1020260428024pf35regular_ll
66ecmf10uheightAboveGround1020260428024pf33regular_ll
67ecmf10vheightAboveGround1020260428024pf25regular_ll
68ecmf10uheightAboveGround1020260428024pf15regular_ll
69ecmf10vheightAboveGround1020260428024pf33regular_ll
70ecmf10uheightAboveGround1020260428024pf6regular_ll
71ecmf10vheightAboveGround1020260428024pf15regular_ll
72ecmf10uheightAboveGround1020260428024pf13regular_ll
73ecmf10uheightAboveGround1020260428024pf41regular_ll
74ecmf10uheightAboveGround1020260428024pf31regular_ll
75ecmf10uheightAboveGround1020260428024pf23regular_ll
76ecmf10vheightAboveGround1020260428024pf6regular_ll
77ecmf10uheightAboveGround1020260428024pf5regular_ll
78ecmf10vheightAboveGround1020260428024pf41regular_ll
79ecmf10vheightAboveGround1020260428024pf23regular_ll
80ecmf10uheightAboveGround1020260428024pf48regular_ll
81ecmf10vheightAboveGround1020260428024pf48regular_ll
82ecmf10uheightAboveGround1020260428024pf7regular_ll
83ecmf10uheightAboveGround1020260428024pf44regular_ll
84ecmf10vheightAboveGround1020260428024pf7regular_ll
85ecmf10vheightAboveGround1020260428024pf44regular_ll
86ecmf10uheightAboveGround1020260428024pf42regular_ll
87ecmf10vheightAboveGround1020260428024pf42regular_ll
88ecmf10uheightAboveGround1020260428024pf49regular_ll
89ecmf10uheightAboveGround1020260428024pf46regular_ll
90ecmf10vheightAboveGround1020260428024pf49regular_ll
91ecmf10vheightAboveGround1020260428024pf46regular_ll
92ecmf10uheightAboveGround1020260428024pf45regular_ll
93ecmf10vheightAboveGround1020260428024pf45regular_ll
94ecmf10uheightAboveGround1020260428024pf8regular_ll
95ecmf10vheightAboveGround1020260428024pf8regular_ll
96ecmf10uheightAboveGround1020260428024pf43regular_ll
97ecmf10vheightAboveGround1020260428024pf43regular_ll
98ecmf10uheightAboveGround1020260428024pf47regular_ll
99ecmf10vheightAboveGround1020260428024pf47regular_ll
100ecmf10uheightAboveGround1020260428024fcNoneregular_ll
101ecmf10vheightAboveGround1020260428024fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf 10u heightAboveGround 10 20260428 0 \n", + "1 ecmf 10u heightAboveGround 10 20260428 0 \n", + "2 ecmf 10v heightAboveGround 10 20260428 0 \n", + "3 ecmf 10v heightAboveGround 10 20260428 0 \n", + "4 ecmf 10v heightAboveGround 10 20260428 0 \n", + "5 ecmf 10u heightAboveGround 10 20260428 0 \n", + "6 ecmf 10v heightAboveGround 10 20260428 0 \n", + "7 ecmf 10v heightAboveGround 10 20260428 0 \n", + "8 ecmf 10u heightAboveGround 10 20260428 0 \n", + "9 ecmf 10v heightAboveGround 10 20260428 0 \n", + "10 ecmf 10u heightAboveGround 10 20260428 0 \n", + "11 ecmf 10v heightAboveGround 10 20260428 0 \n", + "12 ecmf 10u heightAboveGround 10 20260428 0 \n", + "13 ecmf 10v heightAboveGround 10 20260428 0 \n", + "14 ecmf 10v heightAboveGround 10 20260428 0 \n", + "15 ecmf 10u heightAboveGround 10 20260428 0 \n", + "16 ecmf 10u heightAboveGround 10 20260428 0 \n", + "17 ecmf 10u heightAboveGround 10 20260428 0 \n", + "18 ecmf 10u heightAboveGround 10 20260428 0 \n", + "19 ecmf 10u heightAboveGround 10 20260428 0 \n", + "20 ecmf 10v heightAboveGround 10 20260428 0 \n", + "21 ecmf 10v heightAboveGround 10 20260428 0 \n", + "22 ecmf 10u heightAboveGround 10 20260428 0 \n", + "23 ecmf 10v heightAboveGround 10 20260428 0 \n", + "24 ecmf 10v heightAboveGround 10 20260428 0 \n", + "25 ecmf 10v heightAboveGround 10 20260428 0 \n", + "26 ecmf 10u heightAboveGround 10 20260428 0 \n", + "27 ecmf 10u heightAboveGround 10 20260428 0 \n", + "28 ecmf 10v heightAboveGround 10 20260428 0 \n", + "29 ecmf 10u heightAboveGround 10 20260428 0 \n", + "30 ecmf 10v heightAboveGround 10 20260428 0 \n", + "31 ecmf 10v heightAboveGround 10 20260428 0 \n", + "32 ecmf 10v heightAboveGround 10 20260428 0 \n", + "33 ecmf 10u heightAboveGround 10 20260428 0 \n", + "34 ecmf 10u heightAboveGround 10 20260428 0 \n", + "35 ecmf 10u heightAboveGround 10 20260428 0 \n", + "36 ecmf 10v heightAboveGround 10 20260428 0 \n", + "37 ecmf 10v heightAboveGround 10 20260428 0 \n", + "38 ecmf 10u heightAboveGround 10 20260428 0 \n", + "39 ecmf 10u heightAboveGround 10 20260428 0 \n", + "40 ecmf 10v heightAboveGround 10 20260428 0 \n", + "41 ecmf 10u heightAboveGround 10 20260428 0 \n", + "42 ecmf 10v heightAboveGround 10 20260428 0 \n", + "43 ecmf 10u heightAboveGround 10 20260428 0 \n", + "44 ecmf 10v heightAboveGround 10 20260428 0 \n", + "45 ecmf 10u heightAboveGround 10 20260428 0 \n", + "46 ecmf 10u heightAboveGround 10 20260428 0 \n", + "47 ecmf 10v heightAboveGround 10 20260428 0 \n", + "48 ecmf 10v heightAboveGround 10 20260428 0 \n", + "49 ecmf 10u heightAboveGround 10 20260428 0 \n", + "50 ecmf 10u heightAboveGround 10 20260428 0 \n", + "51 ecmf 10u heightAboveGround 10 20260428 0 \n", + "52 ecmf 10v heightAboveGround 10 20260428 0 \n", + "53 ecmf 10u heightAboveGround 10 20260428 0 \n", + "54 ecmf 10v heightAboveGround 10 20260428 0 \n", + "55 ecmf 10v heightAboveGround 10 20260428 0 \n", + "56 ecmf 10v heightAboveGround 10 20260428 0 \n", + "57 ecmf 10u heightAboveGround 10 20260428 0 \n", + "58 ecmf 10v heightAboveGround 10 20260428 0 \n", + "59 ecmf 10v heightAboveGround 10 20260428 0 \n", + "60 ecmf 10u heightAboveGround 10 20260428 0 \n", + "61 ecmf 10u heightAboveGround 10 20260428 0 \n", + "62 ecmf 10v heightAboveGround 10 20260428 0 \n", + "63 ecmf 10u heightAboveGround 10 20260428 0 \n", + "64 ecmf 10v heightAboveGround 10 20260428 0 \n", + "65 ecmf 10v heightAboveGround 10 20260428 0 \n", + "66 ecmf 10u heightAboveGround 10 20260428 0 \n", + "67 ecmf 10v heightAboveGround 10 20260428 0 \n", + "68 ecmf 10u heightAboveGround 10 20260428 0 \n", + "69 ecmf 10v heightAboveGround 10 20260428 0 \n", + "70 ecmf 10u heightAboveGround 10 20260428 0 \n", + "71 ecmf 10v heightAboveGround 10 20260428 0 \n", + "72 ecmf 10u heightAboveGround 10 20260428 0 \n", + "73 ecmf 10u heightAboveGround 10 20260428 0 \n", + "74 ecmf 10u heightAboveGround 10 20260428 0 \n", + "75 ecmf 10u heightAboveGround 10 20260428 0 \n", + "76 ecmf 10v heightAboveGround 10 20260428 0 \n", + "77 ecmf 10u heightAboveGround 10 20260428 0 \n", + "78 ecmf 10v heightAboveGround 10 20260428 0 \n", + "79 ecmf 10v heightAboveGround 10 20260428 0 \n", + "80 ecmf 10u heightAboveGround 10 20260428 0 \n", + "81 ecmf 10v heightAboveGround 10 20260428 0 \n", + "82 ecmf 10u heightAboveGround 10 20260428 0 \n", + "83 ecmf 10u heightAboveGround 10 20260428 0 \n", + "84 ecmf 10v heightAboveGround 10 20260428 0 \n", + "85 ecmf 10v heightAboveGround 10 20260428 0 \n", + "86 ecmf 10u heightAboveGround 10 20260428 0 \n", + "87 ecmf 10v heightAboveGround 10 20260428 0 \n", + "88 ecmf 10u heightAboveGround 10 20260428 0 \n", + "89 ecmf 10u heightAboveGround 10 20260428 0 \n", + "90 ecmf 10v heightAboveGround 10 20260428 0 \n", + "91 ecmf 10v heightAboveGround 10 20260428 0 \n", + "92 ecmf 10u heightAboveGround 10 20260428 0 \n", + "93 ecmf 10v heightAboveGround 10 20260428 0 \n", + "94 ecmf 10u heightAboveGround 10 20260428 0 \n", + "95 ecmf 10v heightAboveGround 10 20260428 0 \n", + "96 ecmf 10u heightAboveGround 10 20260428 0 \n", + "97 ecmf 10v heightAboveGround 10 20260428 0 \n", + "98 ecmf 10u heightAboveGround 10 20260428 0 \n", + "99 ecmf 10v heightAboveGround 10 20260428 0 \n", + "100 ecmf 10u heightAboveGround 10 20260428 0 \n", + "101 ecmf 10v heightAboveGround 10 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 24 pf 4 regular_ll \n", + "1 24 pf 21 regular_ll \n", + "2 24 pf 31 regular_ll \n", + "3 24 pf 13 regular_ll \n", + "4 24 pf 5 regular_ll \n", + "5 24 pf 3 regular_ll \n", + "6 24 pf 4 regular_ll \n", + "7 24 pf 21 regular_ll \n", + "8 24 pf 11 regular_ll \n", + "9 24 pf 3 regular_ll \n", + "10 24 pf 38 regular_ll \n", + "11 24 pf 11 regular_ll \n", + "12 24 pf 2 regular_ll \n", + "13 24 pf 38 regular_ll \n", + "14 24 pf 2 regular_ll \n", + "15 24 pf 28 regular_ll \n", + "16 24 pf 1 regular_ll \n", + "17 24 pf 36 regular_ll \n", + "18 24 pf 18 regular_ll \n", + "19 24 pf 9 regular_ll \n", + "20 24 pf 28 regular_ll \n", + "21 24 pf 1 regular_ll \n", + "22 24 pf 26 regular_ll \n", + "23 24 pf 36 regular_ll \n", + "24 24 pf 18 regular_ll \n", + "25 24 pf 9 regular_ll \n", + "26 24 pf 34 regular_ll \n", + "27 24 pf 16 regular_ll \n", + "28 24 pf 26 regular_ll \n", + "29 24 pf 24 regular_ll \n", + "30 24 pf 34 regular_ll \n", + "31 24 pf 16 regular_ll \n", + "32 24 pf 24 regular_ll \n", + "33 24 pf 32 regular_ll \n", + "34 24 pf 50 regular_ll \n", + "35 24 pf 14 regular_ll \n", + "36 24 pf 32 regular_ll \n", + "37 24 pf 50 regular_ll \n", + "38 24 pf 22 regular_ll \n", + "39 24 pf 40 regular_ll \n", + "40 24 pf 14 regular_ll \n", + "41 24 pf 12 regular_ll \n", + "42 24 pf 22 regular_ll \n", + "43 24 pf 30 regular_ll \n", + "44 24 pf 40 regular_ll \n", + "45 24 pf 39 regular_ll \n", + "46 24 pf 20 regular_ll \n", + "47 24 pf 12 regular_ll \n", + "48 24 pf 30 regular_ll \n", + "49 24 pf 19 regular_ll \n", + "50 24 pf 10 regular_ll \n", + "51 24 pf 29 regular_ll \n", + "52 24 pf 39 regular_ll \n", + "53 24 pf 37 regular_ll \n", + "54 24 pf 20 regular_ll \n", + "55 24 pf 19 regular_ll \n", + "56 24 pf 10 regular_ll \n", + "57 24 pf 27 regular_ll \n", + "58 24 pf 29 regular_ll \n", + "59 24 pf 37 regular_ll \n", + "60 24 pf 35 regular_ll \n", + "61 24 pf 17 regular_ll \n", + "62 24 pf 27 regular_ll \n", + "63 24 pf 25 regular_ll \n", + "64 24 pf 17 regular_ll \n", + "65 24 pf 35 regular_ll \n", + "66 24 pf 33 regular_ll \n", + "67 24 pf 25 regular_ll \n", + "68 24 pf 15 regular_ll \n", + "69 24 pf 33 regular_ll \n", + "70 24 pf 6 regular_ll \n", + "71 24 pf 15 regular_ll \n", + "72 24 pf 13 regular_ll \n", + "73 24 pf 41 regular_ll \n", + "74 24 pf 31 regular_ll \n", + "75 24 pf 23 regular_ll \n", + "76 24 pf 6 regular_ll \n", + "77 24 pf 5 regular_ll \n", + "78 24 pf 41 regular_ll \n", + "79 24 pf 23 regular_ll \n", + "80 24 pf 48 regular_ll \n", + "81 24 pf 48 regular_ll \n", + "82 24 pf 7 regular_ll \n", + "83 24 pf 44 regular_ll \n", + "84 24 pf 7 regular_ll \n", + "85 24 pf 44 regular_ll \n", + "86 24 pf 42 regular_ll \n", + "87 24 pf 42 regular_ll \n", + "88 24 pf 49 regular_ll \n", + "89 24 pf 46 regular_ll \n", + "90 24 pf 49 regular_ll \n", + "91 24 pf 46 regular_ll \n", + "92 24 pf 45 regular_ll \n", + "93 24 pf 45 regular_ll \n", + "94 24 pf 8 regular_ll \n", + "95 24 pf 8 regular_ll \n", + "96 24 pf 43 regular_ll \n", + "97 24 pf 43 regular_ll \n", + "98 24 pf 47 regular_ll \n", + "99 24 pf 47 regular_ll \n", + "100 24 fc None regular_ll \n", + "101 24 fc None regular_ll " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "c3923afa", + "metadata": {}, + "source": [ + "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", + "Note that we can give a fieldset on N u/v components, not just one pair. \n", + "\n", + "In this case we will calculate all 51 ensemble members at the same time. \n", + "First we need to filter out u and v and sort the fieldsets." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "fb29585b-3476-412d-81e2-9033ed81a20a", + "metadata": {}, + "outputs": [], + "source": [ + "u = data.select(shortName= '10u').sort()\n", + "v = data.select(shortName= '10v').sort()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "baaac817-888e-4d69-ba46-438d66fb934a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202604280241,10,...207odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "speed = mv.speed(u,v)\n", + "speed.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "0126e8ab", + "metadata": {}, + "source": [ + "We can mask where the wind speed is greater than 10 m/s. \n", + "This will set values at 1 where the speed is > 10 m/s and 0 where it is < 10 m/s." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "66398d36", + "metadata": {}, + "outputs": [], + "source": [ + "speed_mask = speed > 10" + ] + }, + { + "cell_type": "markdown", + "id": "29e11a34", + "metadata": {}, + "source": [ + "In the end we calculate the probability for speed being greater than 10 m/s by calculating mean of the fieldset." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "8d3c2691", + "metadata": {}, + "outputs": [], + "source": [ + "prob_speed = mv.mean(speed_mask) * 100" + ] + }, + { + "cell_type": "markdown", + "id": "c7803b9a", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1b6e5914", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "libraries" + ] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "speed_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_grn_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Probabilities: 10m wind speed\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob_speed, speed_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "libraries" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-10m-probability\", # specify relative or full path\n", + " output_title = \"medium-10m-probability\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob_speed, speed_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "63c09563-eb3a-45bc-99b9-1fddbc0dfab8", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-10ws-mean-spread.ipynb b/opencharts/medium-10ws-mean-spread.ipynb index d26ad30..4266401 100644 --- a/opencharts/medium-10ws-mean-spread.ipynb +++ b/opencharts/medium-10ws-mean-spread.ipynb @@ -1,2164 +1,2160 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "d2d0f7a8", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "libraries" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tEnsemble mean and spread for 10m wind speed" - ] - }, - { - "cell_type": "markdown", - "id": "3912b969", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-10ws-mean-spread \n" - ] - }, - { - "cell_type": "markdown", - "id": "0e21e35a-e8c3-4d75-85b2-5f3a791e1e61", - "metadata": {}, - "source": [ - "
\n", - "\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "8c32ec80", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 2 parameters :\n", - "\n", - "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", - "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" - ] - }, - { - "cell_type": "markdown", - "id": "d6d05af5", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "6a449690", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "d03961a2", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "be170456", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-10ws-mean-spread.grib'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['10u','10v']\n", - "filename = 'medium-10ws-mean-spread.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "f79bc40a", - "metadata": {}, - "source": [ - "To calculate the mean and spread of the 10m wind speed, we need to retrieve all the ensemble members at the given time. \n", - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as the control forecast. " - ] - }, - { - "cell_type": "markdown", - "id": "ecddc117-53c2-43bd-93d0-1428f0ad09cc", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "8fb7ded7", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20241223000000-72h-enfo-ef.grib2: 0%| | 0.00/83.8M [00:00" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=72,\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "e8a19263", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "b32915e2", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "e1cc04af", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "d31976eb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround10202412230720,1,...165odenfocf,pf0001
10vheightAboveGround10202412230720,1,...166odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "11246695-0b7e-4673-adc3-3126110e759d", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded. \n", - "Note that this fieldset has all fields randomly arranged. You can see that if you look at the **number** column. These are ensemble member numbers." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "30c009cb", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf10uheightAboveGround1020241223072pf24regular_ll
1ecmf10vheightAboveGround1020241223072pf14regular_ll
2ecmf10vheightAboveGround1020241223072pf41regular_ll
3ecmf10uheightAboveGround1020241223072pf42regular_ll
4ecmf10vheightAboveGround1020241223072pf50regular_ll
5ecmf10vheightAboveGround1020241223072pf23regular_ll
6ecmf10uheightAboveGround1020241223072pf15regular_ll
7ecmf10uheightAboveGround1020241223072pf6regular_ll
8ecmf10uheightAboveGround1020241223072pf33regular_ll
9ecmf10vheightAboveGround1020241223072pf32regular_ll
10ecmf10vheightAboveGround1020241223072pf24regular_ll
11ecmf10vheightAboveGround1020241223072pf42regular_ll
12ecmf10vheightAboveGround1020241223072pf33regular_ll
13ecmf10vheightAboveGround1020241223072pf15regular_ll
14ecmf10uheightAboveGround1020241223072pf34regular_ll
15ecmf10uheightAboveGround1020241223072pf25regular_ll
16ecmf10vheightAboveGround1020241223072pf6regular_ll
17ecmf10uheightAboveGround1020241223072pf7regular_ll
18ecmf10uheightAboveGround1020241223072pf43regular_ll
19ecmf10uheightAboveGround1020241223072pf17regular_ll
20ecmf10uheightAboveGround1020241223072pf35regular_ll
21ecmf10uheightAboveGround1020241223072pf26regular_ll
22ecmf10uheightAboveGround1020241223072pf44regular_ll
23ecmf10uheightAboveGround1020241223072pf16regular_ll
24ecmf10vheightAboveGround1020241223072pf34regular_ll
25ecmf10vheightAboveGround1020241223072pf25regular_ll
26ecmf10uheightAboveGround1020241223072pf8regular_ll
27ecmf10vheightAboveGround1020241223072pf7regular_ll
28ecmf10vheightAboveGround1020241223072pf43regular_ll
29ecmf10uheightAboveGround1020241223072pf27regular_ll
30ecmf10vheightAboveGround1020241223072pf35regular_ll
31ecmf10vheightAboveGround1020241223072pf16regular_ll
32ecmf10uheightAboveGround1020241223072pf9regular_ll
33ecmf10vheightAboveGround1020241223072pf17regular_ll
34ecmf10vheightAboveGround1020241223072pf44regular_ll
35ecmf10vheightAboveGround1020241223072pf26regular_ll
36ecmf10uheightAboveGround1020241223072pf18regular_ll
37ecmf10uheightAboveGround1020241223072pf45regular_ll
38ecmf10uheightAboveGround1020241223072pf36regular_ll
39ecmf10vheightAboveGround1020241223072pf8regular_ll
40ecmf10vheightAboveGround1020241223072pf9regular_ll
41ecmf10vheightAboveGround1020241223072pf27regular_ll
42ecmf10vheightAboveGround1020241223072pf45regular_ll
43ecmf10uheightAboveGround1020241223072cf0regular_ll
44ecmf10vheightAboveGround1020241223072pf36regular_ll
45ecmf10uheightAboveGround1020241223072pf37regular_ll
46ecmf10uheightAboveGround1020241223072pf1regular_ll
47ecmf10vheightAboveGround1020241223072pf18regular_ll
48ecmf10uheightAboveGround1020241223072pf28regular_ll
49ecmf10uheightAboveGround1020241223072pf19regular_ll
50ecmf10uheightAboveGround1020241223072pf46regular_ll
51ecmf10vheightAboveGround1020241223072pf37regular_ll
52ecmf10vheightAboveGround1020241223072cf0regular_ll
53ecmf10vheightAboveGround1020241223072pf1regular_ll
54ecmf10vheightAboveGround1020241223072pf28regular_ll
55ecmf10uheightAboveGround1020241223072pf38regular_ll
56ecmf10uheightAboveGround1020241223072pf10regular_ll
57ecmf10uheightAboveGround1020241223072pf29regular_ll
58ecmf10vheightAboveGround1020241223072pf46regular_ll
59ecmf10uheightAboveGround1020241223072pf2regular_ll
60ecmf10vheightAboveGround1020241223072pf19regular_ll
61ecmf10uheightAboveGround1020241223072pf47regular_ll
62ecmf10uheightAboveGround1020241223072pf3regular_ll
63ecmf10vheightAboveGround1020241223072pf29regular_ll
64ecmf10vheightAboveGround1020241223072pf38regular_ll
65ecmf10vheightAboveGround1020241223072pf10regular_ll
66ecmf10uheightAboveGround1020241223072pf20regular_ll
67ecmf10uheightAboveGround1020241223072pf48regular_ll
68ecmf10vheightAboveGround1020241223072pf47regular_ll
69ecmf10uheightAboveGround1020241223072pf39regular_ll
70ecmf10uheightAboveGround1020241223072pf21regular_ll
71ecmf10uheightAboveGround1020241223072pf11regular_ll
72ecmf10vheightAboveGround1020241223072pf2regular_ll
73ecmf10uheightAboveGround1020241223072pf30regular_ll
74ecmf10vheightAboveGround1020241223072pf3regular_ll
75ecmf10uheightAboveGround1020241223072pf49regular_ll
76ecmf10uheightAboveGround1020241223072pf12regular_ll
77ecmf10uheightAboveGround1020241223072pf4regular_ll
78ecmf10vheightAboveGround1020241223072pf20regular_ll
79ecmf10vheightAboveGround1020241223072pf21regular_ll
80ecmf10vheightAboveGround1020241223072pf48regular_ll
81ecmf10vheightAboveGround1020241223072pf39regular_ll
82ecmf10vheightAboveGround1020241223072pf11regular_ll
83ecmf10uheightAboveGround1020241223072pf5regular_ll
84ecmf10uheightAboveGround1020241223072pf13regular_ll
85ecmf10uheightAboveGround1020241223072pf40regular_ll
86ecmf10uheightAboveGround1020241223072pf31regular_ll
87ecmf10vheightAboveGround1020241223072pf12regular_ll
88ecmf10vheightAboveGround1020241223072pf4regular_ll
89ecmf10vheightAboveGround1020241223072pf30regular_ll
90ecmf10uheightAboveGround1020241223072pf22regular_ll
91ecmf10vheightAboveGround1020241223072pf49regular_ll
92ecmf10uheightAboveGround1020241223072pf23regular_ll
93ecmf10uheightAboveGround1020241223072pf14regular_ll
94ecmf10uheightAboveGround1020241223072pf41regular_ll
95ecmf10uheightAboveGround1020241223072pf50regular_ll
96ecmf10vheightAboveGround1020241223072pf22regular_ll
97ecmf10uheightAboveGround1020241223072pf32regular_ll
98ecmf10vheightAboveGround1020241223072pf31regular_ll
99ecmf10vheightAboveGround1020241223072pf5regular_ll
100ecmf10vheightAboveGround1020241223072pf13regular_ll
101ecmf10vheightAboveGround1020241223072pf40regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf 10u heightAboveGround 10 20241223 0 \n", - "1 ecmf 10v heightAboveGround 10 20241223 0 \n", - "2 ecmf 10v heightAboveGround 10 20241223 0 \n", - "3 ecmf 10u heightAboveGround 10 20241223 0 \n", - "4 ecmf 10v heightAboveGround 10 20241223 0 \n", - "5 ecmf 10v heightAboveGround 10 20241223 0 \n", - "6 ecmf 10u heightAboveGround 10 20241223 0 \n", - "7 ecmf 10u heightAboveGround 10 20241223 0 \n", - "8 ecmf 10u heightAboveGround 10 20241223 0 \n", - "9 ecmf 10v heightAboveGround 10 20241223 0 \n", - "10 ecmf 10v heightAboveGround 10 20241223 0 \n", - "11 ecmf 10v heightAboveGround 10 20241223 0 \n", - "12 ecmf 10v heightAboveGround 10 20241223 0 \n", - "13 ecmf 10v heightAboveGround 10 20241223 0 \n", - "14 ecmf 10u heightAboveGround 10 20241223 0 \n", - "15 ecmf 10u heightAboveGround 10 20241223 0 \n", - "16 ecmf 10v heightAboveGround 10 20241223 0 \n", - "17 ecmf 10u heightAboveGround 10 20241223 0 \n", - "18 ecmf 10u heightAboveGround 10 20241223 0 \n", - "19 ecmf 10u heightAboveGround 10 20241223 0 \n", - "20 ecmf 10u heightAboveGround 10 20241223 0 \n", - "21 ecmf 10u heightAboveGround 10 20241223 0 \n", - "22 ecmf 10u heightAboveGround 10 20241223 0 \n", - "23 ecmf 10u heightAboveGround 10 20241223 0 \n", - "24 ecmf 10v heightAboveGround 10 20241223 0 \n", - "25 ecmf 10v heightAboveGround 10 20241223 0 \n", - "26 ecmf 10u heightAboveGround 10 20241223 0 \n", - "27 ecmf 10v heightAboveGround 10 20241223 0 \n", - "28 ecmf 10v heightAboveGround 10 20241223 0 \n", - "29 ecmf 10u heightAboveGround 10 20241223 0 \n", - "30 ecmf 10v heightAboveGround 10 20241223 0 \n", - "31 ecmf 10v heightAboveGround 10 20241223 0 \n", - "32 ecmf 10u heightAboveGround 10 20241223 0 \n", - "33 ecmf 10v heightAboveGround 10 20241223 0 \n", - "34 ecmf 10v heightAboveGround 10 20241223 0 \n", - "35 ecmf 10v heightAboveGround 10 20241223 0 \n", - "36 ecmf 10u heightAboveGround 10 20241223 0 \n", - "37 ecmf 10u heightAboveGround 10 20241223 0 \n", - "38 ecmf 10u heightAboveGround 10 20241223 0 \n", - "39 ecmf 10v heightAboveGround 10 20241223 0 \n", - "40 ecmf 10v heightAboveGround 10 20241223 0 \n", - "41 ecmf 10v heightAboveGround 10 20241223 0 \n", - "42 ecmf 10v heightAboveGround 10 20241223 0 \n", - "43 ecmf 10u heightAboveGround 10 20241223 0 \n", - "44 ecmf 10v heightAboveGround 10 20241223 0 \n", - "45 ecmf 10u heightAboveGround 10 20241223 0 \n", - "46 ecmf 10u heightAboveGround 10 20241223 0 \n", - "47 ecmf 10v heightAboveGround 10 20241223 0 \n", - "48 ecmf 10u heightAboveGround 10 20241223 0 \n", - "49 ecmf 10u heightAboveGround 10 20241223 0 \n", - "50 ecmf 10u heightAboveGround 10 20241223 0 \n", - "51 ecmf 10v heightAboveGround 10 20241223 0 \n", - "52 ecmf 10v heightAboveGround 10 20241223 0 \n", - "53 ecmf 10v heightAboveGround 10 20241223 0 \n", - "54 ecmf 10v heightAboveGround 10 20241223 0 \n", - "55 ecmf 10u heightAboveGround 10 20241223 0 \n", - "56 ecmf 10u heightAboveGround 10 20241223 0 \n", - "57 ecmf 10u heightAboveGround 10 20241223 0 \n", - "58 ecmf 10v heightAboveGround 10 20241223 0 \n", - "59 ecmf 10u heightAboveGround 10 20241223 0 \n", - "60 ecmf 10v heightAboveGround 10 20241223 0 \n", - "61 ecmf 10u heightAboveGround 10 20241223 0 \n", - "62 ecmf 10u heightAboveGround 10 20241223 0 \n", - "63 ecmf 10v heightAboveGround 10 20241223 0 \n", - "64 ecmf 10v heightAboveGround 10 20241223 0 \n", - "65 ecmf 10v heightAboveGround 10 20241223 0 \n", - "66 ecmf 10u heightAboveGround 10 20241223 0 \n", - "67 ecmf 10u heightAboveGround 10 20241223 0 \n", - "68 ecmf 10v heightAboveGround 10 20241223 0 \n", - "69 ecmf 10u heightAboveGround 10 20241223 0 \n", - "70 ecmf 10u heightAboveGround 10 20241223 0 \n", - "71 ecmf 10u heightAboveGround 10 20241223 0 \n", - "72 ecmf 10v heightAboveGround 10 20241223 0 \n", - "73 ecmf 10u heightAboveGround 10 20241223 0 \n", - "74 ecmf 10v heightAboveGround 10 20241223 0 \n", - "75 ecmf 10u heightAboveGround 10 20241223 0 \n", - "76 ecmf 10u heightAboveGround 10 20241223 0 \n", - "77 ecmf 10u heightAboveGround 10 20241223 0 \n", - "78 ecmf 10v heightAboveGround 10 20241223 0 \n", - "79 ecmf 10v heightAboveGround 10 20241223 0 \n", - "80 ecmf 10v heightAboveGround 10 20241223 0 \n", - "81 ecmf 10v heightAboveGround 10 20241223 0 \n", - "82 ecmf 10v heightAboveGround 10 20241223 0 \n", - "83 ecmf 10u heightAboveGround 10 20241223 0 \n", - "84 ecmf 10u heightAboveGround 10 20241223 0 \n", - "85 ecmf 10u heightAboveGround 10 20241223 0 \n", - "86 ecmf 10u heightAboveGround 10 20241223 0 \n", - "87 ecmf 10v heightAboveGround 10 20241223 0 \n", - "88 ecmf 10v heightAboveGround 10 20241223 0 \n", - "89 ecmf 10v heightAboveGround 10 20241223 0 \n", - "90 ecmf 10u heightAboveGround 10 20241223 0 \n", - "91 ecmf 10v heightAboveGround 10 20241223 0 \n", - "92 ecmf 10u heightAboveGround 10 20241223 0 \n", - "93 ecmf 10u heightAboveGround 10 20241223 0 \n", - "94 ecmf 10u heightAboveGround 10 20241223 0 \n", - "95 ecmf 10u heightAboveGround 10 20241223 0 \n", - "96 ecmf 10v heightAboveGround 10 20241223 0 \n", - "97 ecmf 10u heightAboveGround 10 20241223 0 \n", - "98 ecmf 10v heightAboveGround 10 20241223 0 \n", - "99 ecmf 10v heightAboveGround 10 20241223 0 \n", - "100 ecmf 10v heightAboveGround 10 20241223 0 \n", - "101 ecmf 10v heightAboveGround 10 20241223 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 72 pf 24 regular_ll \n", - "1 72 pf 14 regular_ll \n", - "2 72 pf 41 regular_ll \n", - "3 72 pf 42 regular_ll \n", - "4 72 pf 50 regular_ll \n", - "5 72 pf 23 regular_ll \n", - "6 72 pf 15 regular_ll \n", - "7 72 pf 6 regular_ll \n", - "8 72 pf 33 regular_ll \n", - "9 72 pf 32 regular_ll \n", - "10 72 pf 24 regular_ll \n", - "11 72 pf 42 regular_ll \n", - "12 72 pf 33 regular_ll \n", - "13 72 pf 15 regular_ll \n", - "14 72 pf 34 regular_ll \n", - "15 72 pf 25 regular_ll \n", - "16 72 pf 6 regular_ll \n", - "17 72 pf 7 regular_ll \n", - "18 72 pf 43 regular_ll \n", - "19 72 pf 17 regular_ll \n", - "20 72 pf 35 regular_ll \n", - "21 72 pf 26 regular_ll \n", - "22 72 pf 44 regular_ll \n", - "23 72 pf 16 regular_ll \n", - "24 72 pf 34 regular_ll \n", - "25 72 pf 25 regular_ll \n", - "26 72 pf 8 regular_ll \n", - "27 72 pf 7 regular_ll \n", - "28 72 pf 43 regular_ll \n", - "29 72 pf 27 regular_ll \n", - "30 72 pf 35 regular_ll \n", - "31 72 pf 16 regular_ll \n", - "32 72 pf 9 regular_ll \n", - "33 72 pf 17 regular_ll \n", - "34 72 pf 44 regular_ll \n", - "35 72 pf 26 regular_ll \n", - "36 72 pf 18 regular_ll \n", - "37 72 pf 45 regular_ll \n", - "38 72 pf 36 regular_ll \n", - "39 72 pf 8 regular_ll \n", - "40 72 pf 9 regular_ll \n", - "41 72 pf 27 regular_ll \n", - "42 72 pf 45 regular_ll \n", - "43 72 cf 0 regular_ll \n", - "44 72 pf 36 regular_ll \n", - "45 72 pf 37 regular_ll \n", - "46 72 pf 1 regular_ll \n", - "47 72 pf 18 regular_ll \n", - "48 72 pf 28 regular_ll \n", - "49 72 pf 19 regular_ll \n", - "50 72 pf 46 regular_ll \n", - "51 72 pf 37 regular_ll \n", - "52 72 cf 0 regular_ll \n", - "53 72 pf 1 regular_ll \n", - "54 72 pf 28 regular_ll \n", - "55 72 pf 38 regular_ll \n", - "56 72 pf 10 regular_ll \n", - "57 72 pf 29 regular_ll \n", - "58 72 pf 46 regular_ll \n", - "59 72 pf 2 regular_ll \n", - "60 72 pf 19 regular_ll \n", - "61 72 pf 47 regular_ll \n", - "62 72 pf 3 regular_ll \n", - "63 72 pf 29 regular_ll \n", - "64 72 pf 38 regular_ll \n", - "65 72 pf 10 regular_ll \n", - "66 72 pf 20 regular_ll \n", - "67 72 pf 48 regular_ll \n", - "68 72 pf 47 regular_ll \n", - "69 72 pf 39 regular_ll \n", - "70 72 pf 21 regular_ll \n", - "71 72 pf 11 regular_ll \n", - "72 72 pf 2 regular_ll \n", - "73 72 pf 30 regular_ll \n", - "74 72 pf 3 regular_ll \n", - "75 72 pf 49 regular_ll \n", - "76 72 pf 12 regular_ll \n", - "77 72 pf 4 regular_ll \n", - "78 72 pf 20 regular_ll \n", - "79 72 pf 21 regular_ll \n", - "80 72 pf 48 regular_ll \n", - "81 72 pf 39 regular_ll \n", - "82 72 pf 11 regular_ll \n", - "83 72 pf 5 regular_ll \n", - "84 72 pf 13 regular_ll \n", - "85 72 pf 40 regular_ll \n", - "86 72 pf 31 regular_ll \n", - "87 72 pf 12 regular_ll \n", - "88 72 pf 4 regular_ll \n", - "89 72 pf 30 regular_ll \n", - "90 72 pf 22 regular_ll \n", - "91 72 pf 49 regular_ll \n", - "92 72 pf 23 regular_ll \n", - "93 72 pf 14 regular_ll \n", - "94 72 pf 41 regular_ll \n", - "95 72 pf 50 regular_ll \n", - "96 72 pf 22 regular_ll \n", - "97 72 pf 32 regular_ll \n", - "98 72 pf 31 regular_ll \n", - "99 72 pf 5 regular_ll \n", - "100 72 pf 13 regular_ll \n", - "101 72 pf 40 regular_ll " - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "53047080-6c36-4903-90de-4349374c1552", - "metadata": {}, - "source": [ - "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", - "Note that we can give a fieldset on N u/v components, not just one pair. \n", - "\n", - "In this case we will calculate all 51 ensemble members at the same time. \n", - "First we need to filter out u and v and sort the fieldsets." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "1bdaf61a-3efe-43ff-b33f-0dada06019ac", - "metadata": {}, - "outputs": [], - "source": [ - "u = data.select(shortName= '10u').sort()\n", - "v = data.select(shortName= '10v').sort()" - ] - }, - { - "cell_type": "markdown", - "id": "647315df-ea0d-49c8-b9d8-71dc972966fa", - "metadata": {}, - "source": [ - "And then we calculate the wind speed. Metview has builti in function for this." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "5a3aeb11-e7ca-47ce-9f95-173e9c293bfc", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202412230720,1,...207odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "speed = mv.speed(u,v)\n", - "speed.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "e65a0a16", - "metadata": {}, - "source": [ - "In the end we still need to calculate the mean and spread (as standard deviation) of the wind speed. \n", - "**Metview** has built in functions to calculate mean and standard deviation of a given fieldset. \n", - "Since our data has only one date,time and step, mean() and stdev() will be calculated over the 51 ensemble members." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "fbf3b816", - "metadata": {}, - "outputs": [], - "source": [ - "ws_mean = mv.mean(speed)\n", - "ws_spread = mv.stdev(speed)" - ] - }, - { - "cell_type": "markdown", - "id": "3aaa7331", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "207e7dc8", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "speed_mean_contour = mv.mcont(legend = \"on\",\n", - " contour_highlight_colour = 'black',\n", - " contour_highlight_thickness = 4,\n", - " contour_interval = 5,\n", - " contour_label = 'on',\n", - " contour_label_frequency = 1,\n", - " contour_label_height = 0.4,\n", - " contour_level_selection_type = 'interval',\n", - " contour_line_colour = 'black',\n", - " contour_line_thickness = 2)\n", - "\n", - "speed_spread_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blu_f02t30\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Ensemble mean and spread for 10m wind speed\",\n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, ws_spread, speed_spread_shade, ws_mean, speed_mean_contour, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "libraries" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-10ws-mean-spread\", # specify relative or full path\n", - " output_title = \"medium-10ws-mean-spread\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, ws_spread, speed_spread_shade, ws_mean, speed_mean_contour, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "e04cb42a-c854-4f58-ac55-a0d9cead8f42", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "d2d0f7a8", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "libraries" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tEnsemble mean and spread for 10m wind speed" + ] + }, + { + "cell_type": "markdown", + "id": "3912b969", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-10ws-mean-spread \n" + ] + }, + { + "cell_type": "markdown", + "id": "0e21e35a-e8c3-4d75-85b2-5f3a791e1e61", + "metadata": {}, + "source": [ + "
\n", + "\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "8c32ec80", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 2 parameters :\n", + "\n", + "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", + "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" + ] + }, + { + "cell_type": "markdown", + "id": "d6d05af5", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "bef42cd6", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6a449690", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Setting MARS_HOME to /usr/local/apps/mars/configs/prod\n" + ] + } + ], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d03961a2", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "be170456", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-10ws-mean-spread-pf.grib', 'medium-10ws-mean-spread-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['10u','10v']\n", + "filename1 = 'medium-10ws-mean-spread-pf.grib'\n", + "filename2 = 'medium-10ws-mean-spread-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "f79bc40a", + "metadata": {}, + "source": [ + "To calculate the mean and spread of the 10m wind speed, we need to retrieve all the ensemble members at the given time. \n", + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**. " + ] + }, + { + "cell_type": "markdown", + "id": "ecddc117-53c2-43bd-93d0-1428f0ad09cc", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8fb7ded7", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=72,\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=72,\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "e8a19263", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b32915e2", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "e1cc04af", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d31976eb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround10202604280721,10,...165odenfo,operfc,pf0001
10vheightAboveGround10202604280721,10,...166odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "11246695-0b7e-4673-adc3-3126110e759d", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded. \n", + "Note that this fieldset has all fields randomly arranged. You can see that if you look at the **number** column. These are ensemble member numbers." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "30c009cb", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf10uheightAboveGround1020260428072pf4regular_ll
1ecmf10vheightAboveGround1020260428072pf31regular_ll
2ecmf10vheightAboveGround1020260428072pf13regular_ll
3ecmf10uheightAboveGround1020260428072pf21regular_ll
4ecmf10vheightAboveGround1020260428072pf5regular_ll
5ecmf10uheightAboveGround1020260428072pf11regular_ll
6ecmf10uheightAboveGround1020260428072pf3regular_ll
7ecmf10vheightAboveGround1020260428072pf4regular_ll
8ecmf10vheightAboveGround1020260428072pf21regular_ll
9ecmf10vheightAboveGround1020260428072pf11regular_ll
10ecmf10uheightAboveGround1020260428072pf38regular_ll
11ecmf10vheightAboveGround1020260428072pf3regular_ll
12ecmf10uheightAboveGround1020260428072pf2regular_ll
13ecmf10uheightAboveGround1020260428072pf1regular_ll
14ecmf10vheightAboveGround1020260428072pf38regular_ll
15ecmf10uheightAboveGround1020260428072pf36regular_ll
16ecmf10uheightAboveGround1020260428072pf18regular_ll
17ecmf10uheightAboveGround1020260428072pf28regular_ll
18ecmf10vheightAboveGround1020260428072pf2regular_ll
19ecmf10uheightAboveGround1020260428072pf9regular_ll
20ecmf10vheightAboveGround1020260428072pf1regular_ll
21ecmf10vheightAboveGround1020260428072pf28regular_ll
22ecmf10vheightAboveGround1020260428072pf36regular_ll
23ecmf10vheightAboveGround1020260428072pf18regular_ll
24ecmf10uheightAboveGround1020260428072pf26regular_ll
25ecmf10vheightAboveGround1020260428072pf9regular_ll
26ecmf10uheightAboveGround1020260428072pf16regular_ll
27ecmf10vheightAboveGround1020260428072pf26regular_ll
28ecmf10uheightAboveGround1020260428072pf34regular_ll
29ecmf10uheightAboveGround1020260428072pf24regular_ll
30ecmf10vheightAboveGround1020260428072pf16regular_ll
31ecmf10vheightAboveGround1020260428072pf34regular_ll
32ecmf10vheightAboveGround1020260428072pf24regular_ll
33ecmf10uheightAboveGround1020260428072pf50regular_ll
34ecmf10uheightAboveGround1020260428072pf32regular_ll
35ecmf10uheightAboveGround1020260428072pf14regular_ll
36ecmf10uheightAboveGround1020260428072pf40regular_ll
37ecmf10vheightAboveGround1020260428072pf50regular_ll
38ecmf10uheightAboveGround1020260428072pf22regular_ll
39ecmf10vheightAboveGround1020260428072pf32regular_ll
40ecmf10vheightAboveGround1020260428072pf14regular_ll
41ecmf10uheightAboveGround1020260428072pf30regular_ll
42ecmf10vheightAboveGround1020260428072pf40regular_ll
43ecmf10uheightAboveGround1020260428072pf12regular_ll
44ecmf10vheightAboveGround1020260428072pf22regular_ll
45ecmf10vheightAboveGround1020260428072pf30regular_ll
46ecmf10uheightAboveGround1020260428072pf39regular_ll
47ecmf10uheightAboveGround1020260428072pf20regular_ll
48ecmf10vheightAboveGround1020260428072pf12regular_ll
49ecmf10uheightAboveGround1020260428072pf29regular_ll
50ecmf10uheightAboveGround1020260428072pf37regular_ll
51ecmf10uheightAboveGround1020260428072pf19regular_ll
52ecmf10uheightAboveGround1020260428072pf10regular_ll
53ecmf10uheightAboveGround1020260428072pf27regular_ll
54ecmf10vheightAboveGround1020260428072pf39regular_ll
55ecmf10vheightAboveGround1020260428072pf20regular_ll
56ecmf10uheightAboveGround1020260428072pf17regular_ll
57ecmf10vheightAboveGround1020260428072pf29regular_ll
58ecmf10vheightAboveGround1020260428072pf37regular_ll
59ecmf10vheightAboveGround1020260428072pf10regular_ll
60ecmf10vheightAboveGround1020260428072pf27regular_ll
61ecmf10uheightAboveGround1020260428072pf35regular_ll
62ecmf10vheightAboveGround1020260428072pf19regular_ll
63ecmf10vheightAboveGround1020260428072pf17regular_ll
64ecmf10uheightAboveGround1020260428072pf25regular_ll
65ecmf10vheightAboveGround1020260428072pf35regular_ll
66ecmf10vheightAboveGround1020260428072pf25regular_ll
67ecmf10uheightAboveGround1020260428072pf15regular_ll
68ecmf10uheightAboveGround1020260428072pf6regular_ll
69ecmf10uheightAboveGround1020260428072pf33regular_ll
70ecmf10vheightAboveGround1020260428072pf15regular_ll
71ecmf10vheightAboveGround1020260428072pf6regular_ll
72ecmf10vheightAboveGround1020260428072pf33regular_ll
73ecmf10uheightAboveGround1020260428072pf41regular_ll
74ecmf10uheightAboveGround1020260428072pf23regular_ll
75ecmf10uheightAboveGround1020260428072pf13regular_ll
76ecmf10uheightAboveGround1020260428072pf5regular_ll
77ecmf10vheightAboveGround1020260428072pf41regular_ll
78ecmf10uheightAboveGround1020260428072pf31regular_ll
79ecmf10vheightAboveGround1020260428072pf23regular_ll
80ecmf10uheightAboveGround1020260428072pf48regular_ll
81ecmf10vheightAboveGround1020260428072pf48regular_ll
82ecmf10uheightAboveGround1020260428072pf7regular_ll
83ecmf10uheightAboveGround1020260428072pf44regular_ll
84ecmf10vheightAboveGround1020260428072pf7regular_ll
85ecmf10vheightAboveGround1020260428072pf44regular_ll
86ecmf10uheightAboveGround1020260428072pf42regular_ll
87ecmf10vheightAboveGround1020260428072pf42regular_ll
88ecmf10uheightAboveGround1020260428072pf49regular_ll
89ecmf10uheightAboveGround1020260428072pf46regular_ll
90ecmf10uheightAboveGround1020260428072pf45regular_ll
91ecmf10vheightAboveGround1020260428072pf49regular_ll
92ecmf10vheightAboveGround1020260428072pf46regular_ll
93ecmf10uheightAboveGround1020260428072pf8regular_ll
94ecmf10vheightAboveGround1020260428072pf45regular_ll
95ecmf10vheightAboveGround1020260428072pf8regular_ll
96ecmf10uheightAboveGround1020260428072pf43regular_ll
97ecmf10vheightAboveGround1020260428072pf43regular_ll
98ecmf10uheightAboveGround1020260428072pf47regular_ll
99ecmf10vheightAboveGround1020260428072pf47regular_ll
100ecmf10uheightAboveGround1020260428072fcNoneregular_ll
101ecmf10vheightAboveGround1020260428072fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf 10u heightAboveGround 10 20260428 0 \n", + "1 ecmf 10v heightAboveGround 10 20260428 0 \n", + "2 ecmf 10v heightAboveGround 10 20260428 0 \n", + "3 ecmf 10u heightAboveGround 10 20260428 0 \n", + "4 ecmf 10v heightAboveGround 10 20260428 0 \n", + "5 ecmf 10u heightAboveGround 10 20260428 0 \n", + "6 ecmf 10u heightAboveGround 10 20260428 0 \n", + "7 ecmf 10v heightAboveGround 10 20260428 0 \n", + "8 ecmf 10v heightAboveGround 10 20260428 0 \n", + "9 ecmf 10v heightAboveGround 10 20260428 0 \n", + "10 ecmf 10u heightAboveGround 10 20260428 0 \n", + "11 ecmf 10v heightAboveGround 10 20260428 0 \n", + "12 ecmf 10u heightAboveGround 10 20260428 0 \n", + "13 ecmf 10u heightAboveGround 10 20260428 0 \n", + "14 ecmf 10v heightAboveGround 10 20260428 0 \n", + "15 ecmf 10u heightAboveGround 10 20260428 0 \n", + "16 ecmf 10u heightAboveGround 10 20260428 0 \n", + "17 ecmf 10u heightAboveGround 10 20260428 0 \n", + "18 ecmf 10v heightAboveGround 10 20260428 0 \n", + "19 ecmf 10u heightAboveGround 10 20260428 0 \n", + "20 ecmf 10v heightAboveGround 10 20260428 0 \n", + "21 ecmf 10v heightAboveGround 10 20260428 0 \n", + "22 ecmf 10v heightAboveGround 10 20260428 0 \n", + "23 ecmf 10v heightAboveGround 10 20260428 0 \n", + "24 ecmf 10u heightAboveGround 10 20260428 0 \n", + "25 ecmf 10v heightAboveGround 10 20260428 0 \n", + "26 ecmf 10u heightAboveGround 10 20260428 0 \n", + "27 ecmf 10v heightAboveGround 10 20260428 0 \n", + "28 ecmf 10u heightAboveGround 10 20260428 0 \n", + "29 ecmf 10u heightAboveGround 10 20260428 0 \n", + "30 ecmf 10v heightAboveGround 10 20260428 0 \n", + "31 ecmf 10v heightAboveGround 10 20260428 0 \n", + "32 ecmf 10v heightAboveGround 10 20260428 0 \n", + "33 ecmf 10u heightAboveGround 10 20260428 0 \n", + "34 ecmf 10u heightAboveGround 10 20260428 0 \n", + "35 ecmf 10u heightAboveGround 10 20260428 0 \n", + "36 ecmf 10u heightAboveGround 10 20260428 0 \n", + "37 ecmf 10v heightAboveGround 10 20260428 0 \n", + "38 ecmf 10u heightAboveGround 10 20260428 0 \n", + "39 ecmf 10v heightAboveGround 10 20260428 0 \n", + "40 ecmf 10v heightAboveGround 10 20260428 0 \n", + "41 ecmf 10u heightAboveGround 10 20260428 0 \n", + "42 ecmf 10v heightAboveGround 10 20260428 0 \n", + "43 ecmf 10u heightAboveGround 10 20260428 0 \n", + "44 ecmf 10v heightAboveGround 10 20260428 0 \n", + "45 ecmf 10v heightAboveGround 10 20260428 0 \n", + "46 ecmf 10u heightAboveGround 10 20260428 0 \n", + "47 ecmf 10u heightAboveGround 10 20260428 0 \n", + "48 ecmf 10v heightAboveGround 10 20260428 0 \n", + "49 ecmf 10u heightAboveGround 10 20260428 0 \n", + "50 ecmf 10u heightAboveGround 10 20260428 0 \n", + "51 ecmf 10u heightAboveGround 10 20260428 0 \n", + "52 ecmf 10u heightAboveGround 10 20260428 0 \n", + "53 ecmf 10u heightAboveGround 10 20260428 0 \n", + "54 ecmf 10v heightAboveGround 10 20260428 0 \n", + "55 ecmf 10v heightAboveGround 10 20260428 0 \n", + "56 ecmf 10u heightAboveGround 10 20260428 0 \n", + "57 ecmf 10v heightAboveGround 10 20260428 0 \n", + "58 ecmf 10v heightAboveGround 10 20260428 0 \n", + "59 ecmf 10v heightAboveGround 10 20260428 0 \n", + "60 ecmf 10v heightAboveGround 10 20260428 0 \n", + "61 ecmf 10u heightAboveGround 10 20260428 0 \n", + "62 ecmf 10v heightAboveGround 10 20260428 0 \n", + "63 ecmf 10v heightAboveGround 10 20260428 0 \n", + "64 ecmf 10u heightAboveGround 10 20260428 0 \n", + "65 ecmf 10v heightAboveGround 10 20260428 0 \n", + "66 ecmf 10v heightAboveGround 10 20260428 0 \n", + "67 ecmf 10u heightAboveGround 10 20260428 0 \n", + "68 ecmf 10u heightAboveGround 10 20260428 0 \n", + "69 ecmf 10u heightAboveGround 10 20260428 0 \n", + "70 ecmf 10v heightAboveGround 10 20260428 0 \n", + "71 ecmf 10v heightAboveGround 10 20260428 0 \n", + "72 ecmf 10v heightAboveGround 10 20260428 0 \n", + "73 ecmf 10u heightAboveGround 10 20260428 0 \n", + "74 ecmf 10u heightAboveGround 10 20260428 0 \n", + "75 ecmf 10u heightAboveGround 10 20260428 0 \n", + "76 ecmf 10u heightAboveGround 10 20260428 0 \n", + "77 ecmf 10v heightAboveGround 10 20260428 0 \n", + "78 ecmf 10u heightAboveGround 10 20260428 0 \n", + "79 ecmf 10v heightAboveGround 10 20260428 0 \n", + "80 ecmf 10u heightAboveGround 10 20260428 0 \n", + "81 ecmf 10v heightAboveGround 10 20260428 0 \n", + "82 ecmf 10u heightAboveGround 10 20260428 0 \n", + "83 ecmf 10u heightAboveGround 10 20260428 0 \n", + "84 ecmf 10v heightAboveGround 10 20260428 0 \n", + "85 ecmf 10v heightAboveGround 10 20260428 0 \n", + "86 ecmf 10u heightAboveGround 10 20260428 0 \n", + "87 ecmf 10v heightAboveGround 10 20260428 0 \n", + "88 ecmf 10u heightAboveGround 10 20260428 0 \n", + "89 ecmf 10u heightAboveGround 10 20260428 0 \n", + "90 ecmf 10u heightAboveGround 10 20260428 0 \n", + "91 ecmf 10v heightAboveGround 10 20260428 0 \n", + "92 ecmf 10v heightAboveGround 10 20260428 0 \n", + "93 ecmf 10u heightAboveGround 10 20260428 0 \n", + "94 ecmf 10v heightAboveGround 10 20260428 0 \n", + "95 ecmf 10v heightAboveGround 10 20260428 0 \n", + "96 ecmf 10u heightAboveGround 10 20260428 0 \n", + "97 ecmf 10v heightAboveGround 10 20260428 0 \n", + "98 ecmf 10u heightAboveGround 10 20260428 0 \n", + "99 ecmf 10v heightAboveGround 10 20260428 0 \n", + "100 ecmf 10u heightAboveGround 10 20260428 0 \n", + "101 ecmf 10v heightAboveGround 10 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 72 pf 4 regular_ll \n", + "1 72 pf 31 regular_ll \n", + "2 72 pf 13 regular_ll \n", + "3 72 pf 21 regular_ll \n", + "4 72 pf 5 regular_ll \n", + "5 72 pf 11 regular_ll \n", + "6 72 pf 3 regular_ll \n", + "7 72 pf 4 regular_ll \n", + "8 72 pf 21 regular_ll \n", + "9 72 pf 11 regular_ll \n", + "10 72 pf 38 regular_ll \n", + "11 72 pf 3 regular_ll \n", + "12 72 pf 2 regular_ll \n", + "13 72 pf 1 regular_ll \n", + "14 72 pf 38 regular_ll \n", + "15 72 pf 36 regular_ll \n", + "16 72 pf 18 regular_ll \n", + "17 72 pf 28 regular_ll \n", + "18 72 pf 2 regular_ll \n", + "19 72 pf 9 regular_ll \n", + "20 72 pf 1 regular_ll \n", + "21 72 pf 28 regular_ll \n", + "22 72 pf 36 regular_ll \n", + "23 72 pf 18 regular_ll \n", + "24 72 pf 26 regular_ll \n", + "25 72 pf 9 regular_ll \n", + "26 72 pf 16 regular_ll \n", + "27 72 pf 26 regular_ll \n", + "28 72 pf 34 regular_ll \n", + "29 72 pf 24 regular_ll \n", + "30 72 pf 16 regular_ll \n", + "31 72 pf 34 regular_ll \n", + "32 72 pf 24 regular_ll \n", + "33 72 pf 50 regular_ll \n", + "34 72 pf 32 regular_ll \n", + "35 72 pf 14 regular_ll \n", + "36 72 pf 40 regular_ll \n", + "37 72 pf 50 regular_ll \n", + "38 72 pf 22 regular_ll \n", + "39 72 pf 32 regular_ll \n", + "40 72 pf 14 regular_ll \n", + "41 72 pf 30 regular_ll \n", + "42 72 pf 40 regular_ll \n", + "43 72 pf 12 regular_ll \n", + "44 72 pf 22 regular_ll \n", + "45 72 pf 30 regular_ll \n", + "46 72 pf 39 regular_ll \n", + "47 72 pf 20 regular_ll \n", + "48 72 pf 12 regular_ll \n", + "49 72 pf 29 regular_ll \n", + "50 72 pf 37 regular_ll \n", + "51 72 pf 19 regular_ll \n", + "52 72 pf 10 regular_ll \n", + "53 72 pf 27 regular_ll \n", + "54 72 pf 39 regular_ll \n", + "55 72 pf 20 regular_ll \n", + "56 72 pf 17 regular_ll \n", + "57 72 pf 29 regular_ll \n", + "58 72 pf 37 regular_ll \n", + "59 72 pf 10 regular_ll \n", + "60 72 pf 27 regular_ll \n", + "61 72 pf 35 regular_ll \n", + "62 72 pf 19 regular_ll \n", + "63 72 pf 17 regular_ll \n", + "64 72 pf 25 regular_ll \n", + "65 72 pf 35 regular_ll \n", + "66 72 pf 25 regular_ll \n", + "67 72 pf 15 regular_ll \n", + "68 72 pf 6 regular_ll \n", + "69 72 pf 33 regular_ll \n", + "70 72 pf 15 regular_ll \n", + "71 72 pf 6 regular_ll \n", + "72 72 pf 33 regular_ll \n", + "73 72 pf 41 regular_ll \n", + "74 72 pf 23 regular_ll \n", + "75 72 pf 13 regular_ll \n", + "76 72 pf 5 regular_ll \n", + "77 72 pf 41 regular_ll \n", + "78 72 pf 31 regular_ll \n", + "79 72 pf 23 regular_ll \n", + "80 72 pf 48 regular_ll \n", + "81 72 pf 48 regular_ll \n", + "82 72 pf 7 regular_ll \n", + "83 72 pf 44 regular_ll \n", + "84 72 pf 7 regular_ll \n", + "85 72 pf 44 regular_ll \n", + "86 72 pf 42 regular_ll \n", + "87 72 pf 42 regular_ll \n", + "88 72 pf 49 regular_ll \n", + "89 72 pf 46 regular_ll \n", + "90 72 pf 45 regular_ll \n", + "91 72 pf 49 regular_ll \n", + "92 72 pf 46 regular_ll \n", + "93 72 pf 8 regular_ll \n", + "94 72 pf 45 regular_ll \n", + "95 72 pf 8 regular_ll \n", + "96 72 pf 43 regular_ll \n", + "97 72 pf 43 regular_ll \n", + "98 72 pf 47 regular_ll \n", + "99 72 pf 47 regular_ll \n", + "100 72 fc None regular_ll \n", + "101 72 fc None regular_ll " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "53047080-6c36-4903-90de-4349374c1552", + "metadata": {}, + "source": [ + "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", + "Note that we can give a fieldset on N u/v components, not just one pair. \n", + "\n", + "In this case we will calculate all 51 ensemble members at the same time. \n", + "First we need to filter out u and v and sort the fieldsets." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "1bdaf61a-3efe-43ff-b33f-0dada06019ac", + "metadata": {}, + "outputs": [], + "source": [ + "u = data.select(shortName= '10u').sort()\n", + "v = data.select(shortName= '10v').sort()" + ] + }, + { + "cell_type": "markdown", + "id": "647315df-ea0d-49c8-b9d8-71dc972966fa", + "metadata": {}, + "source": [ + "And then we calculate the wind speed. Metview has builti in function for this." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "5a3aeb11-e7ca-47ce-9f95-173e9c293bfc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202604280721,10,...207odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "speed = mv.speed(u,v)\n", + "speed.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "e65a0a16", + "metadata": {}, + "source": [ + "In the end we still need to calculate the mean and spread (as standard deviation) of the wind speed. \n", + "**Metview** has built in functions to calculate mean and standard deviation of a given fieldset. \n", + "Since our data has only one date,time and step, mean() and stdev() will be calculated over the 51 ensemble members." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "fbf3b816", + "metadata": {}, + "outputs": [], + "source": [ + "ws_mean = mv.mean(speed)\n", + "ws_spread = mv.stdev(speed)" + ] + }, + { + "cell_type": "markdown", + "id": "3aaa7331", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "207e7dc8", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "speed_mean_contour = mv.mcont(legend = \"on\",\n", + " contour_highlight_colour = 'black',\n", + " contour_highlight_thickness = 4,\n", + " contour_interval = 5,\n", + " contour_label = 'on',\n", + " contour_label_frequency = 1,\n", + " contour_label_height = 0.4,\n", + " contour_level_selection_type = 'interval',\n", + " contour_line_colour = 'black',\n", + " contour_line_thickness = 2)\n", + "\n", + "speed_spread_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blu_f02t30\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Ensemble mean and spread for 10m wind speed\",\n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, ws_spread, speed_spread_shade, ws_mean, speed_mean_contour, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "libraries" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-10ws-mean-spread\", # specify relative or full path\n", + " output_title = \"medium-10ws-mean-spread\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, ws_spread, speed_spread_shade, ws_mean, speed_mean_contour, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "e04cb42a-c854-4f58-ac55-a0d9cead8f42", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-2t-long-probability.ipynb b/opencharts/medium-2t-long-probability.ipynb index 8c270a0..ad935a3 100644 --- a/opencharts/medium-2t-long-probability.ipynb +++ b/opencharts/medium-2t-long-probability.ipynb @@ -1,783 +1,771 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "40da418c", - "metadata": { - "tags": [ - "open_data" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tProbabilities (Day 10-15): 2m temperature < 0 C" - ] - }, - { - "cell_type": "markdown", - "id": "e6597d7f", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-2t-long-probability \n" - ] - }, - { - "cell_type": "markdown", - "id": "8268ef97-adab-46ae-915d-c0fa7599abc6", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "9872a342", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 1 parameter:\n", - "\n", - "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)" - ] - }, - { - "cell_type": "markdown", - "id": "14d1861e", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "4b43a483", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b4bdfea0", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "a7ea2eb0", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-2t-long-probability.grib'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['2t']\n", - "filename = 'medium-2t-long-probability.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "e6357a0c", - "metadata": {}, - "source": [ - "To calculate the probability of 2m Temperature < 0℃ in period from day 5 to day 10 in the forecast, we need to retrieve all the ensemble members and all the steps from 240 to 360. \n", - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as control forecast." - ] - }, - { - "cell_type": "markdown", - "id": "f5f459f8-3e1e-4df1-9448-383288ffea2e", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast! \n", - "
\n", - "Note: The next cell will download 30 steps and 51 ensemble members. The file to download will be around 0.51 Gb. Make sure you have enough space and good bandwith before executing it.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "6d94f20c", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - ": 0%| | 0.00/669M [00:00" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "steps=list(range(240,366,6))\n", - "\n", - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=steps,\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "dc8b847c", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "242fe74d", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "e6bc47b5", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2139c65d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202501080240,246,...0,1,...167odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "b7c86208", - "metadata": {}, - "source": [ - "And specifying the parameter shortName in the describe function, we can get more detailed information about the data." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "1ab807ab", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortName2t
name2 metre temperature
paramId167
unitsK
typeOfLevelheightAboveGround
level2
date20250108
time0
step240,246,252,258,264,270,276,282,288,294,300,306,312,318,324,330,336,342,348,354,360
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamenfo
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('2t')" - ] - }, - { - "cell_type": "markdown", - "id": "014d4653", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "d7209c5d", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf2theightAboveGround2202501080240pf12regular_ll
1ecmf2theightAboveGround2202501080240pf49regular_ll
2ecmf2theightAboveGround2202501080240pf21regular_ll
3ecmf2theightAboveGround2202501080240pf4regular_ll
4ecmf2theightAboveGround2202501080240pf30regular_ll
.................................
1066ecmf2theightAboveGround2202501080360pf3regular_ll
1067ecmf2theightAboveGround2202501080360pf39regular_ll
1068ecmf2theightAboveGround2202501080360pf20regular_ll
1069ecmf2theightAboveGround2202501080360pf48regular_ll
1070ecmf2theightAboveGround2202501080360pf11regular_ll
\n", - "

1071 rows × 10 columns

\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf 2t heightAboveGround 2 20250108 0 \n", - "1 ecmf 2t heightAboveGround 2 20250108 0 \n", - "2 ecmf 2t heightAboveGround 2 20250108 0 \n", - "3 ecmf 2t heightAboveGround 2 20250108 0 \n", - "4 ecmf 2t heightAboveGround 2 20250108 0 \n", - "... ... ... ... ... ... ... \n", - "1066 ecmf 2t heightAboveGround 2 20250108 0 \n", - "1067 ecmf 2t heightAboveGround 2 20250108 0 \n", - "1068 ecmf 2t heightAboveGround 2 20250108 0 \n", - "1069 ecmf 2t heightAboveGround 2 20250108 0 \n", - "1070 ecmf 2t heightAboveGround 2 20250108 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 240 pf 12 regular_ll \n", - "1 240 pf 49 regular_ll \n", - "2 240 pf 21 regular_ll \n", - "3 240 pf 4 regular_ll \n", - "4 240 pf 30 regular_ll \n", - "... ... ... ... ... \n", - "1066 360 pf 3 regular_ll \n", - "1067 360 pf 39 regular_ll \n", - "1068 360 pf 20 regular_ll \n", - "1069 360 pf 48 regular_ll \n", - "1070 360 pf 11 regular_ll \n", - "\n", - "[1071 rows x 10 columns]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "ac700894", - "metadata": {}, - "source": [ - "First we convert to Celsius and then make a mask of temperature <0℃. (Of course we could have made a mask data<273.15 as well)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "cb4dded4", - "metadata": {}, - "outputs": [], - "source": [ - "data_C = data - 273.15" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "e4f72cdb", - "metadata": {}, - "outputs": [], - "source": [ - "t_mask = data_C < 0" - ] - }, - { - "cell_type": "markdown", - "id": "ac205d93", - "metadata": {}, - "source": [ - "Now we can calculate the probability as mean of the mask of all ensemble members" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "ebb54446", - "metadata": {}, - "outputs": [], - "source": [ - "prob_t = (mv.mean(t_mask) * 100)" - ] - }, - { - "cell_type": "markdown", - "id": "5a629335", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "eafa7185", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "prob_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blup_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Probabilities (Day 10-15): 2m temperature < 0 ℃\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-2t-long-probability\", # specify relative or full path\n", - " output_title = \"medium-2t-long-probability\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "8d2a7c80-5f94-48b8-a2c4-7c1bc066db12", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "40da418c", + "metadata": { + "tags": [ + "open_data" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tProbabilities (Day 10-15): 2m temperature < 0 C" + ] + }, + { + "cell_type": "markdown", + "id": "e6597d7f", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-2t-long-probability \n" + ] + }, + { + "cell_type": "markdown", + "id": "8268ef97-adab-46ae-915d-c0fa7599abc6", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "9872a342", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 1 parameter:\n", + "\n", + "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)" + ] + }, + { + "cell_type": "markdown", + "id": "14d1861e", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "cbb7e715", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "4b43a483", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "b4bdfea0", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a7ea2eb0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-2t-long-probability-pf.grib', 'medium-2t-long-probability-cf.grib')" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['2t']\n", + "filename1 = 'medium-2t-long-probability-pf.grib'\n", + "filename2 = 'medium-2t-long-probability-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "e6357a0c", + "metadata": {}, + "source": [ + "To calculate the probability of 2m Temperature < 0℃ in the period from day 5 to day 10 in the forecast, we need to retrieve all the ensemble members and all the steps from 240 to 360. \n", + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**." + ] + }, + { + "cell_type": "markdown", + "id": "f5f459f8-3e1e-4df1-9448-383288ffea2e", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download the latest forecast! \n", + "
\n", + "Note: The next cell will download 30 steps and 50+1 ensemble members. The files to download will be around 0.67 Gb in total. Make sure you have enough space and good bandwidth before executing it.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6d94f20c", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "steps=list(range(240,366,6))\n", + "\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=steps,\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=steps,\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "dc8b847c", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "242fe74d", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "e6bc47b5", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "2139c65d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202604280240,246,...1,10,...167odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "b7c86208", + "metadata": {}, + "source": [ + "And specifying the parameter shortName in the describe function, we can get more detailed information about the data." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "1ab807ab", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortName2t
name2 metre temperature
paramId167
unitsK
typeOfLevelheightAboveGround
level2
date20260428
time0
step240,246,252,258,264,270,276,282,288,294,300,306,312,318,324,330,336,342,348,354,360
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamenfo,oper
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('2t')" + ] + }, + { + "cell_type": "markdown", + "id": "014d4653", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "d7209c5d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf2theightAboveGround2202604280240pf25regular_ll
1ecmf2theightAboveGround2202604280240pf33regular_ll
2ecmf2theightAboveGround2202604280240pf15regular_ll
3ecmf2theightAboveGround2202604280240pf6regular_ll
4ecmf2theightAboveGround2202604280240pf41regular_ll
.................................
1066ecmf2theightAboveGround2202604280336fcNoneregular_ll
1067ecmf2theightAboveGround2202604280342fcNoneregular_ll
1068ecmf2theightAboveGround2202604280348fcNoneregular_ll
1069ecmf2theightAboveGround2202604280354fcNoneregular_ll
1070ecmf2theightAboveGround2202604280360fcNoneregular_ll
\n", + "

1071 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf 2t heightAboveGround 2 20260428 0 \n", + "1 ecmf 2t heightAboveGround 2 20260428 0 \n", + "2 ecmf 2t heightAboveGround 2 20260428 0 \n", + "3 ecmf 2t heightAboveGround 2 20260428 0 \n", + "4 ecmf 2t heightAboveGround 2 20260428 0 \n", + "... ... ... ... ... ... ... \n", + "1066 ecmf 2t heightAboveGround 2 20260428 0 \n", + "1067 ecmf 2t heightAboveGround 2 20260428 0 \n", + "1068 ecmf 2t heightAboveGround 2 20260428 0 \n", + "1069 ecmf 2t heightAboveGround 2 20260428 0 \n", + "1070 ecmf 2t heightAboveGround 2 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 240 pf 25 regular_ll \n", + "1 240 pf 33 regular_ll \n", + "2 240 pf 15 regular_ll \n", + "3 240 pf 6 regular_ll \n", + "4 240 pf 41 regular_ll \n", + "... ... ... ... ... \n", + "1066 336 fc None regular_ll \n", + "1067 342 fc None regular_ll \n", + "1068 348 fc None regular_ll \n", + "1069 354 fc None regular_ll \n", + "1070 360 fc None regular_ll \n", + "\n", + "[1071 rows x 10 columns]" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "ac700894", + "metadata": {}, + "source": [ + "First we convert to Celsius and then make a mask of temperature <0℃. (Of course we could have made a mask data<273.15 as well)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "cb4dded4", + "metadata": {}, + "outputs": [], + "source": [ + "data_C = data - 273.15" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "e4f72cdb", + "metadata": {}, + "outputs": [], + "source": [ + "t_mask = data_C < 0" + ] + }, + { + "cell_type": "markdown", + "id": "ac205d93", + "metadata": {}, + "source": [ + "Now we can calculate the probability as mean of the mask of all ensemble members" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "ebb54446", + "metadata": {}, + "outputs": [], + "source": [ + "prob_t = (mv.mean(t_mask) * 100)" + ] + }, + { + "cell_type": "markdown", + "id": "5a629335", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "eafa7185", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "prob_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blup_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Probabilities (Day 10-15): 2m temperature < 0 ℃\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-2t-long-probability\", # specify relative or full path\n", + " output_title = \"medium-2t-long-probability\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "8d2a7c80-5f94-48b8-a2c4-7c1bc066db12", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.9-01", + "language": "python", + "name": "python-3.12.9-01" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-2t-mean-spread.ipynb b/opencharts/medium-2t-mean-spread.ipynb index f2941cb..fd1525f 100644 --- a/opencharts/medium-2t-mean-spread.ipynb +++ b/opencharts/medium-2t-mean-spread.ipynb @@ -1,1368 +1,1356 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "cdc57721", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tEnsemble mean and spread for 2m temperature" - ] - }, - { - "cell_type": "markdown", - "id": "8b26a743", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-2t-mean-spread \n" - ] - }, - { - "cell_type": "markdown", - "id": "dc5efb23-dd58-4872-b3ea-219f14f6a194", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "8b37a969", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 1 parameter:\n", - "\n", - "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)" - ] - }, - { - "cell_type": "markdown", - "id": "f430351a", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "bf92d1cb", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "d40ab8c6", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "b2cd374a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-2t-mean-spread.grib'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['2t']\n", - "filename = 'medium-2t-mean-spread.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "b37c6f24", - "metadata": {}, - "source": [ - "To calculate the mean and spread of 2m Temperature, we need to retrieve all the ensemble members at the given time. \n", - "Setting the **type** to **ef** will download all 50 ensemble members as well as the control forecast." - ] - }, - { - "cell_type": "markdown", - "id": "10897628-c7ac-4b4d-bdc0-813301c9343b", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "36788d54", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20250108000000-72h-enfo-ef.grib2: 0%| | 0.00/31.8M [00:00" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=72,\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "2a2aef54-1a28-4626-847c-99b6860ec216", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "3c9b7726", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "bd9db743", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "dc02f8cb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202501080720,1,...167odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "77869e69", - "metadata": {}, - "source": [ - "And specifying the parameter shortName in the describe function, we can get more detailed information about the data." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "4847d662", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortName2t
name2 metre temperature
paramId167
unitsK
typeOfLevelheightAboveGround
level2
date20250108
time0
step72
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamenfo
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('2t')" - ] - }, - { - "cell_type": "markdown", - "id": "5c9b1381", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "d91db022", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf2theightAboveGround220250108072pf31regular_ll
1ecmf2theightAboveGround220250108072pf5regular_ll
2ecmf2theightAboveGround220250108072pf13regular_ll
3ecmf2theightAboveGround220250108072pf40regular_ll
4ecmf2theightAboveGround220250108072pf22regular_ll
5ecmf2theightAboveGround220250108072pf32regular_ll
6ecmf2theightAboveGround220250108072pf41regular_ll
7ecmf2theightAboveGround220250108072pf23regular_ll
8ecmf2theightAboveGround220250108072pf50regular_ll
9ecmf2theightAboveGround220250108072pf14regular_ll
10ecmf2theightAboveGround220250108072pf24regular_ll
11ecmf2theightAboveGround220250108072pf33regular_ll
12ecmf2theightAboveGround220250108072pf42regular_ll
13ecmf2theightAboveGround220250108072pf6regular_ll
14ecmf2theightAboveGround220250108072pf15regular_ll
15ecmf2theightAboveGround220250108072pf25regular_ll
16ecmf2theightAboveGround220250108072pf16regular_ll
17ecmf2theightAboveGround220250108072pf43regular_ll
18ecmf2theightAboveGround220250108072pf7regular_ll
19ecmf2theightAboveGround220250108072pf17regular_ll
20ecmf2theightAboveGround220250108072pf44regular_ll
21ecmf2theightAboveGround220250108072pf35regular_ll
22ecmf2theightAboveGround220250108072pf34regular_ll
23ecmf2theightAboveGround220250108072pf26regular_ll
24ecmf2theightAboveGround220250108072pf8regular_ll
25ecmf2theightAboveGround220250108072pf36regular_ll
26ecmf2theightAboveGround220250108072pf27regular_ll
27ecmf2theightAboveGround220250108072pf18regular_ll
28ecmf2theightAboveGround220250108072pf45regular_ll
29ecmf2theightAboveGround220250108072pf9regular_ll
30ecmf2theightAboveGround220250108072pf1regular_ll
31ecmf2theightAboveGround220250108072cf0regular_ll
32ecmf2theightAboveGround220250108072pf37regular_ll
33ecmf2theightAboveGround220250108072pf46regular_ll
34ecmf2theightAboveGround220250108072pf28regular_ll
35ecmf2theightAboveGround220250108072pf19regular_ll
36ecmf2theightAboveGround220250108072pf29regular_ll
37ecmf2theightAboveGround220250108072pf47regular_ll
38ecmf2theightAboveGround220250108072pf38regular_ll
39ecmf2theightAboveGround220250108072pf2regular_ll
40ecmf2theightAboveGround220250108072pf10regular_ll
41ecmf2theightAboveGround220250108072pf49regular_ll
42ecmf2theightAboveGround220250108072pf3regular_ll
43ecmf2theightAboveGround220250108072pf39regular_ll
44ecmf2theightAboveGround220250108072pf48regular_ll
45ecmf2theightAboveGround220250108072pf21regular_ll
46ecmf2theightAboveGround220250108072pf11regular_ll
47ecmf2theightAboveGround220250108072pf12regular_ll
48ecmf2theightAboveGround220250108072pf20regular_ll
49ecmf2theightAboveGround220250108072pf30regular_ll
50ecmf2theightAboveGround220250108072pf4regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf 2t heightAboveGround 2 20250108 0 \n", - "1 ecmf 2t heightAboveGround 2 20250108 0 \n", - "2 ecmf 2t heightAboveGround 2 20250108 0 \n", - "3 ecmf 2t heightAboveGround 2 20250108 0 \n", - "4 ecmf 2t heightAboveGround 2 20250108 0 \n", - "5 ecmf 2t heightAboveGround 2 20250108 0 \n", - "6 ecmf 2t heightAboveGround 2 20250108 0 \n", - "7 ecmf 2t heightAboveGround 2 20250108 0 \n", - "8 ecmf 2t heightAboveGround 2 20250108 0 \n", - "9 ecmf 2t heightAboveGround 2 20250108 0 \n", - "10 ecmf 2t heightAboveGround 2 20250108 0 \n", - "11 ecmf 2t heightAboveGround 2 20250108 0 \n", - "12 ecmf 2t heightAboveGround 2 20250108 0 \n", - "13 ecmf 2t heightAboveGround 2 20250108 0 \n", - "14 ecmf 2t heightAboveGround 2 20250108 0 \n", - "15 ecmf 2t heightAboveGround 2 20250108 0 \n", - "16 ecmf 2t heightAboveGround 2 20250108 0 \n", - "17 ecmf 2t heightAboveGround 2 20250108 0 \n", - "18 ecmf 2t heightAboveGround 2 20250108 0 \n", - "19 ecmf 2t heightAboveGround 2 20250108 0 \n", - "20 ecmf 2t heightAboveGround 2 20250108 0 \n", - "21 ecmf 2t heightAboveGround 2 20250108 0 \n", - "22 ecmf 2t heightAboveGround 2 20250108 0 \n", - "23 ecmf 2t heightAboveGround 2 20250108 0 \n", - "24 ecmf 2t heightAboveGround 2 20250108 0 \n", - "25 ecmf 2t heightAboveGround 2 20250108 0 \n", - "26 ecmf 2t heightAboveGround 2 20250108 0 \n", - "27 ecmf 2t heightAboveGround 2 20250108 0 \n", - "28 ecmf 2t heightAboveGround 2 20250108 0 \n", - "29 ecmf 2t heightAboveGround 2 20250108 0 \n", - "30 ecmf 2t heightAboveGround 2 20250108 0 \n", - "31 ecmf 2t heightAboveGround 2 20250108 0 \n", - "32 ecmf 2t heightAboveGround 2 20250108 0 \n", - "33 ecmf 2t heightAboveGround 2 20250108 0 \n", - "34 ecmf 2t heightAboveGround 2 20250108 0 \n", - "35 ecmf 2t heightAboveGround 2 20250108 0 \n", - "36 ecmf 2t heightAboveGround 2 20250108 0 \n", - "37 ecmf 2t heightAboveGround 2 20250108 0 \n", - "38 ecmf 2t heightAboveGround 2 20250108 0 \n", - "39 ecmf 2t heightAboveGround 2 20250108 0 \n", - "40 ecmf 2t heightAboveGround 2 20250108 0 \n", - "41 ecmf 2t heightAboveGround 2 20250108 0 \n", - "42 ecmf 2t heightAboveGround 2 20250108 0 \n", - "43 ecmf 2t heightAboveGround 2 20250108 0 \n", - "44 ecmf 2t heightAboveGround 2 20250108 0 \n", - "45 ecmf 2t heightAboveGround 2 20250108 0 \n", - "46 ecmf 2t heightAboveGround 2 20250108 0 \n", - "47 ecmf 2t heightAboveGround 2 20250108 0 \n", - "48 ecmf 2t heightAboveGround 2 20250108 0 \n", - "49 ecmf 2t heightAboveGround 2 20250108 0 \n", - "50 ecmf 2t heightAboveGround 2 20250108 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 72 pf 31 regular_ll \n", - "1 72 pf 5 regular_ll \n", - "2 72 pf 13 regular_ll \n", - "3 72 pf 40 regular_ll \n", - "4 72 pf 22 regular_ll \n", - "5 72 pf 32 regular_ll \n", - "6 72 pf 41 regular_ll \n", - "7 72 pf 23 regular_ll \n", - "8 72 pf 50 regular_ll \n", - "9 72 pf 14 regular_ll \n", - "10 72 pf 24 regular_ll \n", - "11 72 pf 33 regular_ll \n", - "12 72 pf 42 regular_ll \n", - "13 72 pf 6 regular_ll \n", - "14 72 pf 15 regular_ll \n", - "15 72 pf 25 regular_ll \n", - "16 72 pf 16 regular_ll \n", - "17 72 pf 43 regular_ll \n", - "18 72 pf 7 regular_ll \n", - "19 72 pf 17 regular_ll \n", - "20 72 pf 44 regular_ll \n", - "21 72 pf 35 regular_ll \n", - "22 72 pf 34 regular_ll \n", - "23 72 pf 26 regular_ll \n", - "24 72 pf 8 regular_ll \n", - "25 72 pf 36 regular_ll \n", - "26 72 pf 27 regular_ll \n", - "27 72 pf 18 regular_ll \n", - "28 72 pf 45 regular_ll \n", - "29 72 pf 9 regular_ll \n", - "30 72 pf 1 regular_ll \n", - "31 72 cf 0 regular_ll \n", - "32 72 pf 37 regular_ll \n", - "33 72 pf 46 regular_ll \n", - "34 72 pf 28 regular_ll \n", - "35 72 pf 19 regular_ll \n", - "36 72 pf 29 regular_ll \n", - "37 72 pf 47 regular_ll \n", - "38 72 pf 38 regular_ll \n", - "39 72 pf 2 regular_ll \n", - "40 72 pf 10 regular_ll \n", - "41 72 pf 49 regular_ll \n", - "42 72 pf 3 regular_ll \n", - "43 72 pf 39 regular_ll \n", - "44 72 pf 48 regular_ll \n", - "45 72 pf 21 regular_ll \n", - "46 72 pf 11 regular_ll \n", - "47 72 pf 12 regular_ll \n", - "48 72 pf 20 regular_ll \n", - "49 72 pf 30 regular_ll \n", - "50 72 pf 4 regular_ll " - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "ae04fc14", - "metadata": {}, - "source": [ - "**Metview** has built in functions to calculate mean and standard deviation of a given fieldset. \n", - "Since our data has only one date,time and step, mean() and stdev() will be calculated over the 51 ensemble members. \n", - "\n", - "We can convert the mean value to Celsius in the same go." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "f9410786", - "metadata": {}, - "outputs": [], - "source": [ - "t2m_mean = mv.mean(data) - 273.15\n", - "t2m_spread = mv.stdev(data)" - ] - }, - { - "cell_type": "markdown", - "id": "fce6c961", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "0af8ed55", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "mean_contour = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"ct_red_i2_dash\")\n", - "\n", - "spread_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blu_f008t25\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Ensemble mean and spread for 2m temperature\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, t2m_spread, spread_shade, t2m_mean, mean_contour, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-2t-mean-spread\", # specify relative or full path\n", - " output_title = \"medium-2t-mean-spread\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, t2m_spread, spread_shade, t2m_mean, mean_contour, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "8f25c7a0-c52c-4436-980b-355c7be21645", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "cdc57721", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "open_data" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tEnsemble mean and spread for 2m temperature" + ] + }, + { + "cell_type": "markdown", + "id": "8b26a743", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-2t-mean-spread \n" + ] + }, + { + "cell_type": "markdown", + "id": "dc5efb23-dd58-4872-b3ea-219f14f6a194", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "8b37a969", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 1 parameter:\n", + "\n", + "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)" + ] + }, + { + "cell_type": "markdown", + "id": "f430351a", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6f4b9ac5", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bf92d1cb", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d40ab8c6", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b2cd374a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-2t-mean-spread-pf.grib', 'medium-2t-mean-spread-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['2t']\n", + "filename1 = 'medium-2t-mean-spread-pf.grib'\n", + "filename2 = 'medium-2t-mean-spread-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "b37c6f24", + "metadata": {}, + "source": [ + "To calculate the mean and spread of 2m Temperature, we need to retrieve all the ensemble members at the given time. \n", + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**." + ] + }, + { + "cell_type": "markdown", + "id": "10897628-c7ac-4b4d-bdc0-813301c9343b", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "36788d54", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=72,\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=72,\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "2a2aef54-1a28-4626-847c-99b6860ec216", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3c9b7726", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "bd9db743", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "dc02f8cb", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202604280721,10,...167odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "77869e69", + "metadata": {}, + "source": [ + "And specifying the parameter shortName in the describe function, we can get more detailed information about the data." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4847d662", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortName2t
name2 metre temperature
paramId167
unitsK
typeOfLevelheightAboveGround
level2
date20260428
time0
step72
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamenfo,oper
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('2t')" + ] + }, + { + "cell_type": "markdown", + "id": "5c9b1381", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d91db022", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf2theightAboveGround220260428072pf41regular_ll
1ecmf2theightAboveGround220260428072pf23regular_ll
2ecmf2theightAboveGround220260428072pf31regular_ll
3ecmf2theightAboveGround220260428072pf13regular_ll
4ecmf2theightAboveGround220260428072pf5regular_ll
5ecmf2theightAboveGround220260428072pf4regular_ll
6ecmf2theightAboveGround220260428072pf21regular_ll
7ecmf2theightAboveGround220260428072pf11regular_ll
8ecmf2theightAboveGround220260428072pf3regular_ll
9ecmf2theightAboveGround220260428072pf38regular_ll
10ecmf2theightAboveGround220260428072pf2regular_ll
11ecmf2theightAboveGround220260428072pf1regular_ll
12ecmf2theightAboveGround220260428072pf28regular_ll
13ecmf2theightAboveGround220260428072pf36regular_ll
14ecmf2theightAboveGround220260428072pf18regular_ll
15ecmf2theightAboveGround220260428072pf9regular_ll
16ecmf2theightAboveGround220260428072pf26regular_ll
17ecmf2theightAboveGround220260428072pf34regular_ll
18ecmf2theightAboveGround220260428072pf16regular_ll
19ecmf2theightAboveGround220260428072pf24regular_ll
20ecmf2theightAboveGround220260428072pf50regular_ll
21ecmf2theightAboveGround220260428072pf32regular_ll
22ecmf2theightAboveGround220260428072pf14regular_ll
23ecmf2theightAboveGround220260428072pf40regular_ll
24ecmf2theightAboveGround220260428072pf22regular_ll
25ecmf2theightAboveGround220260428072pf30regular_ll
26ecmf2theightAboveGround220260428072pf12regular_ll
27ecmf2theightAboveGround220260428072pf39regular_ll
28ecmf2theightAboveGround220260428072pf20regular_ll
29ecmf2theightAboveGround220260428072pf29regular_ll
30ecmf2theightAboveGround220260428072pf37regular_ll
31ecmf2theightAboveGround220260428072pf10regular_ll
32ecmf2theightAboveGround220260428072pf27regular_ll
33ecmf2theightAboveGround220260428072pf19regular_ll
34ecmf2theightAboveGround220260428072pf17regular_ll
35ecmf2theightAboveGround220260428072pf35regular_ll
36ecmf2theightAboveGround220260428072pf25regular_ll
37ecmf2theightAboveGround220260428072pf15regular_ll
38ecmf2theightAboveGround220260428072pf6regular_ll
39ecmf2theightAboveGround220260428072pf33regular_ll
40ecmf2theightAboveGround220260428072pf48regular_ll
41ecmf2theightAboveGround220260428072pf7regular_ll
42ecmf2theightAboveGround220260428072pf44regular_ll
43ecmf2theightAboveGround220260428072pf42regular_ll
44ecmf2theightAboveGround220260428072pf49regular_ll
45ecmf2theightAboveGround220260428072pf46regular_ll
46ecmf2theightAboveGround220260428072pf45regular_ll
47ecmf2theightAboveGround220260428072pf8regular_ll
48ecmf2theightAboveGround220260428072pf43regular_ll
49ecmf2theightAboveGround220260428072pf47regular_ll
50ecmf2theightAboveGround220260428072fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf 2t heightAboveGround 2 20260428 0 \n", + "1 ecmf 2t heightAboveGround 2 20260428 0 \n", + "2 ecmf 2t heightAboveGround 2 20260428 0 \n", + "3 ecmf 2t heightAboveGround 2 20260428 0 \n", + "4 ecmf 2t heightAboveGround 2 20260428 0 \n", + "5 ecmf 2t heightAboveGround 2 20260428 0 \n", + "6 ecmf 2t heightAboveGround 2 20260428 0 \n", + "7 ecmf 2t heightAboveGround 2 20260428 0 \n", + "8 ecmf 2t heightAboveGround 2 20260428 0 \n", + "9 ecmf 2t heightAboveGround 2 20260428 0 \n", + "10 ecmf 2t heightAboveGround 2 20260428 0 \n", + "11 ecmf 2t heightAboveGround 2 20260428 0 \n", + "12 ecmf 2t heightAboveGround 2 20260428 0 \n", + "13 ecmf 2t heightAboveGround 2 20260428 0 \n", + "14 ecmf 2t heightAboveGround 2 20260428 0 \n", + "15 ecmf 2t heightAboveGround 2 20260428 0 \n", + "16 ecmf 2t heightAboveGround 2 20260428 0 \n", + "17 ecmf 2t heightAboveGround 2 20260428 0 \n", + "18 ecmf 2t heightAboveGround 2 20260428 0 \n", + "19 ecmf 2t heightAboveGround 2 20260428 0 \n", + "20 ecmf 2t heightAboveGround 2 20260428 0 \n", + "21 ecmf 2t heightAboveGround 2 20260428 0 \n", + "22 ecmf 2t heightAboveGround 2 20260428 0 \n", + "23 ecmf 2t heightAboveGround 2 20260428 0 \n", + "24 ecmf 2t heightAboveGround 2 20260428 0 \n", + "25 ecmf 2t heightAboveGround 2 20260428 0 \n", + "26 ecmf 2t heightAboveGround 2 20260428 0 \n", + "27 ecmf 2t heightAboveGround 2 20260428 0 \n", + "28 ecmf 2t heightAboveGround 2 20260428 0 \n", + "29 ecmf 2t heightAboveGround 2 20260428 0 \n", + "30 ecmf 2t heightAboveGround 2 20260428 0 \n", + "31 ecmf 2t heightAboveGround 2 20260428 0 \n", + "32 ecmf 2t heightAboveGround 2 20260428 0 \n", + "33 ecmf 2t heightAboveGround 2 20260428 0 \n", + "34 ecmf 2t heightAboveGround 2 20260428 0 \n", + "35 ecmf 2t heightAboveGround 2 20260428 0 \n", + "36 ecmf 2t heightAboveGround 2 20260428 0 \n", + "37 ecmf 2t heightAboveGround 2 20260428 0 \n", + "38 ecmf 2t heightAboveGround 2 20260428 0 \n", + "39 ecmf 2t heightAboveGround 2 20260428 0 \n", + "40 ecmf 2t heightAboveGround 2 20260428 0 \n", + "41 ecmf 2t heightAboveGround 2 20260428 0 \n", + "42 ecmf 2t heightAboveGround 2 20260428 0 \n", + "43 ecmf 2t heightAboveGround 2 20260428 0 \n", + "44 ecmf 2t heightAboveGround 2 20260428 0 \n", + "45 ecmf 2t heightAboveGround 2 20260428 0 \n", + "46 ecmf 2t heightAboveGround 2 20260428 0 \n", + "47 ecmf 2t heightAboveGround 2 20260428 0 \n", + "48 ecmf 2t heightAboveGround 2 20260428 0 \n", + "49 ecmf 2t heightAboveGround 2 20260428 0 \n", + "50 ecmf 2t heightAboveGround 2 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 72 pf 41 regular_ll \n", + "1 72 pf 23 regular_ll \n", + "2 72 pf 31 regular_ll \n", + "3 72 pf 13 regular_ll \n", + "4 72 pf 5 regular_ll \n", + "5 72 pf 4 regular_ll \n", + "6 72 pf 21 regular_ll \n", + "7 72 pf 11 regular_ll \n", + "8 72 pf 3 regular_ll \n", + "9 72 pf 38 regular_ll \n", + "10 72 pf 2 regular_ll \n", + "11 72 pf 1 regular_ll \n", + "12 72 pf 28 regular_ll \n", + "13 72 pf 36 regular_ll \n", + "14 72 pf 18 regular_ll \n", + "15 72 pf 9 regular_ll \n", + "16 72 pf 26 regular_ll \n", + "17 72 pf 34 regular_ll \n", + "18 72 pf 16 regular_ll \n", + "19 72 pf 24 regular_ll \n", + "20 72 pf 50 regular_ll \n", + "21 72 pf 32 regular_ll \n", + "22 72 pf 14 regular_ll \n", + "23 72 pf 40 regular_ll \n", + "24 72 pf 22 regular_ll \n", + "25 72 pf 30 regular_ll \n", + "26 72 pf 12 regular_ll \n", + "27 72 pf 39 regular_ll \n", + "28 72 pf 20 regular_ll \n", + "29 72 pf 29 regular_ll \n", + "30 72 pf 37 regular_ll \n", + "31 72 pf 10 regular_ll \n", + "32 72 pf 27 regular_ll \n", + "33 72 pf 19 regular_ll \n", + "34 72 pf 17 regular_ll \n", + "35 72 pf 35 regular_ll \n", + "36 72 pf 25 regular_ll \n", + "37 72 pf 15 regular_ll \n", + "38 72 pf 6 regular_ll \n", + "39 72 pf 33 regular_ll \n", + "40 72 pf 48 regular_ll \n", + "41 72 pf 7 regular_ll \n", + "42 72 pf 44 regular_ll \n", + "43 72 pf 42 regular_ll \n", + "44 72 pf 49 regular_ll \n", + "45 72 pf 46 regular_ll \n", + "46 72 pf 45 regular_ll \n", + "47 72 pf 8 regular_ll \n", + "48 72 pf 43 regular_ll \n", + "49 72 pf 47 regular_ll \n", + "50 72 fc None regular_ll " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "ae04fc14", + "metadata": {}, + "source": [ + "**Metview** has built in functions to calculate mean and standard deviation of a given fieldset. \n", + "Since our data has only one date,time and step, mean() and stdev() will be calculated over the 51 ensemble members. \n", + "\n", + "We can convert the mean value to Celsius in the same go." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f9410786", + "metadata": {}, + "outputs": [], + "source": [ + "t2m_mean = mv.mean(data) - 273.15\n", + "t2m_spread = mv.stdev(data)" + ] + }, + { + "cell_type": "markdown", + "id": "fce6c961", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "0af8ed55", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "mean_contour = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"ct_red_i2_dash\")\n", + "\n", + "spread_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blu_f008t25\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Ensemble mean and spread for 2m temperature\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, t2m_spread, spread_shade, t2m_mean, mean_contour, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-2t-mean-spread\", # specify relative or full path\n", + " output_title = \"medium-2t-mean-spread\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, t2m_spread, spread_shade, t2m_mean, mean_contour, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "8f25c7a0-c52c-4436-980b-355c7be21645", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-2t-probability.ipynb b/opencharts/medium-2t-probability.ipynb index 5ed63e3..350c72c 100644 --- a/opencharts/medium-2t-probability.ipynb +++ b/opencharts/medium-2t-probability.ipynb @@ -1,1356 +1,1344 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "755e5ec3", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tProbabilities: 2m temperature" - ] - }, - { - "cell_type": "markdown", - "id": "224f7469-7ad8-4910-8a7f-583df109f649", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-2t-probability \n" - ] - }, - { - "cell_type": "markdown", - "id": "374a552c-6803-4965-9b32-d80c18c345a7", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "ead0d413", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "e0ed2744", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 1 parameter:\n", - "\n", - "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)" - ] - }, - { - "cell_type": "markdown", - "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "4395a25e", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "7c429eff", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "db6fd2e8", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-2t-probability.grib'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['2t']\n", - "filename = 'medium-2t-probability.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "52985b87", - "metadata": {}, - "source": [ - "To calculate the probability of 2m Temperature < 0℃ , we need to retrieve all the ensemble members at the given time. \n", - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as control forecast." - ] - }, - { - "cell_type": "markdown", - "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "51a980a6", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20250108000000-12h-enfo-ef.grib2: 0%| | 0.00/32.0M [00:00" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=12,\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "65f5dd51", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "5e7ceda3", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "cfc536bc", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "61e65089", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202501080120,1,...167odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "6c03429c", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "f955b02e", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf2theightAboveGround220250108012pf31regular_ll
1ecmf2theightAboveGround220250108012pf40regular_ll
2ecmf2theightAboveGround220250108012pf5regular_ll
3ecmf2theightAboveGround220250108012pf13regular_ll
4ecmf2theightAboveGround220250108012pf22regular_ll
5ecmf2theightAboveGround220250108012pf32regular_ll
6ecmf2theightAboveGround220250108012pf41regular_ll
7ecmf2theightAboveGround220250108012pf23regular_ll
8ecmf2theightAboveGround220250108012pf14regular_ll
9ecmf2theightAboveGround220250108012pf50regular_ll
10ecmf2theightAboveGround220250108012pf15regular_ll
11ecmf2theightAboveGround220250108012pf33regular_ll
12ecmf2theightAboveGround220250108012pf42regular_ll
13ecmf2theightAboveGround220250108012pf24regular_ll
14ecmf2theightAboveGround220250108012pf6regular_ll
15ecmf2theightAboveGround220250108012pf25regular_ll
16ecmf2theightAboveGround220250108012pf7regular_ll
17ecmf2theightAboveGround220250108012pf16regular_ll
18ecmf2theightAboveGround220250108012pf34regular_ll
19ecmf2theightAboveGround220250108012pf43regular_ll
20ecmf2theightAboveGround220250108012pf35regular_ll
21ecmf2theightAboveGround220250108012pf26regular_ll
22ecmf2theightAboveGround220250108012pf17regular_ll
23ecmf2theightAboveGround220250108012pf8regular_ll
24ecmf2theightAboveGround220250108012pf44regular_ll
25ecmf2theightAboveGround220250108012pf9regular_ll
26ecmf2theightAboveGround220250108012pf45regular_ll
27ecmf2theightAboveGround220250108012pf27regular_ll
28ecmf2theightAboveGround220250108012pf18regular_ll
29ecmf2theightAboveGround220250108012pf36regular_ll
30ecmf2theightAboveGround220250108012pf37regular_ll
31ecmf2theightAboveGround220250108012pf1regular_ll
32ecmf2theightAboveGround220250108012pf19regular_ll
33ecmf2theightAboveGround220250108012pf28regular_ll
34ecmf2theightAboveGround220250108012cf0regular_ll
35ecmf2theightAboveGround220250108012pf46regular_ll
36ecmf2theightAboveGround220250108012pf47regular_ll
37ecmf2theightAboveGround220250108012pf38regular_ll
38ecmf2theightAboveGround220250108012pf2regular_ll
39ecmf2theightAboveGround220250108012pf10regular_ll
40ecmf2theightAboveGround220250108012pf29regular_ll
41ecmf2theightAboveGround220250108012pf20regular_ll
42ecmf2theightAboveGround220250108012pf48regular_ll
43ecmf2theightAboveGround220250108012pf3regular_ll
44ecmf2theightAboveGround220250108012pf39regular_ll
45ecmf2theightAboveGround220250108012pf11regular_ll
46ecmf2theightAboveGround220250108012pf21regular_ll
47ecmf2theightAboveGround220250108012pf12regular_ll
48ecmf2theightAboveGround220250108012pf4regular_ll
49ecmf2theightAboveGround220250108012pf30regular_ll
50ecmf2theightAboveGround220250108012pf49regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf 2t heightAboveGround 2 20250108 0 \n", - "1 ecmf 2t heightAboveGround 2 20250108 0 \n", - "2 ecmf 2t heightAboveGround 2 20250108 0 \n", - "3 ecmf 2t heightAboveGround 2 20250108 0 \n", - "4 ecmf 2t heightAboveGround 2 20250108 0 \n", - "5 ecmf 2t heightAboveGround 2 20250108 0 \n", - "6 ecmf 2t heightAboveGround 2 20250108 0 \n", - "7 ecmf 2t heightAboveGround 2 20250108 0 \n", - "8 ecmf 2t heightAboveGround 2 20250108 0 \n", - "9 ecmf 2t heightAboveGround 2 20250108 0 \n", - "10 ecmf 2t heightAboveGround 2 20250108 0 \n", - "11 ecmf 2t heightAboveGround 2 20250108 0 \n", - "12 ecmf 2t heightAboveGround 2 20250108 0 \n", - "13 ecmf 2t heightAboveGround 2 20250108 0 \n", - "14 ecmf 2t heightAboveGround 2 20250108 0 \n", - "15 ecmf 2t heightAboveGround 2 20250108 0 \n", - "16 ecmf 2t heightAboveGround 2 20250108 0 \n", - "17 ecmf 2t heightAboveGround 2 20250108 0 \n", - "18 ecmf 2t heightAboveGround 2 20250108 0 \n", - "19 ecmf 2t heightAboveGround 2 20250108 0 \n", - "20 ecmf 2t heightAboveGround 2 20250108 0 \n", - "21 ecmf 2t heightAboveGround 2 20250108 0 \n", - "22 ecmf 2t heightAboveGround 2 20250108 0 \n", - "23 ecmf 2t heightAboveGround 2 20250108 0 \n", - "24 ecmf 2t heightAboveGround 2 20250108 0 \n", - "25 ecmf 2t heightAboveGround 2 20250108 0 \n", - "26 ecmf 2t heightAboveGround 2 20250108 0 \n", - "27 ecmf 2t heightAboveGround 2 20250108 0 \n", - "28 ecmf 2t heightAboveGround 2 20250108 0 \n", - "29 ecmf 2t heightAboveGround 2 20250108 0 \n", - "30 ecmf 2t heightAboveGround 2 20250108 0 \n", - "31 ecmf 2t heightAboveGround 2 20250108 0 \n", - "32 ecmf 2t heightAboveGround 2 20250108 0 \n", - "33 ecmf 2t heightAboveGround 2 20250108 0 \n", - "34 ecmf 2t heightAboveGround 2 20250108 0 \n", - "35 ecmf 2t heightAboveGround 2 20250108 0 \n", - "36 ecmf 2t heightAboveGround 2 20250108 0 \n", - "37 ecmf 2t heightAboveGround 2 20250108 0 \n", - "38 ecmf 2t heightAboveGround 2 20250108 0 \n", - "39 ecmf 2t heightAboveGround 2 20250108 0 \n", - "40 ecmf 2t heightAboveGround 2 20250108 0 \n", - "41 ecmf 2t heightAboveGround 2 20250108 0 \n", - "42 ecmf 2t heightAboveGround 2 20250108 0 \n", - "43 ecmf 2t heightAboveGround 2 20250108 0 \n", - "44 ecmf 2t heightAboveGround 2 20250108 0 \n", - "45 ecmf 2t heightAboveGround 2 20250108 0 \n", - "46 ecmf 2t heightAboveGround 2 20250108 0 \n", - "47 ecmf 2t heightAboveGround 2 20250108 0 \n", - "48 ecmf 2t heightAboveGround 2 20250108 0 \n", - "49 ecmf 2t heightAboveGround 2 20250108 0 \n", - "50 ecmf 2t heightAboveGround 2 20250108 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 12 pf 31 regular_ll \n", - "1 12 pf 40 regular_ll \n", - "2 12 pf 5 regular_ll \n", - "3 12 pf 13 regular_ll \n", - "4 12 pf 22 regular_ll \n", - "5 12 pf 32 regular_ll \n", - "6 12 pf 41 regular_ll \n", - "7 12 pf 23 regular_ll \n", - "8 12 pf 14 regular_ll \n", - "9 12 pf 50 regular_ll \n", - "10 12 pf 15 regular_ll \n", - "11 12 pf 33 regular_ll \n", - "12 12 pf 42 regular_ll \n", - "13 12 pf 24 regular_ll \n", - "14 12 pf 6 regular_ll \n", - "15 12 pf 25 regular_ll \n", - "16 12 pf 7 regular_ll \n", - "17 12 pf 16 regular_ll \n", - "18 12 pf 34 regular_ll \n", - "19 12 pf 43 regular_ll \n", - "20 12 pf 35 regular_ll \n", - "21 12 pf 26 regular_ll \n", - "22 12 pf 17 regular_ll \n", - "23 12 pf 8 regular_ll \n", - "24 12 pf 44 regular_ll \n", - "25 12 pf 9 regular_ll \n", - "26 12 pf 45 regular_ll \n", - "27 12 pf 27 regular_ll \n", - "28 12 pf 18 regular_ll \n", - "29 12 pf 36 regular_ll \n", - "30 12 pf 37 regular_ll \n", - "31 12 pf 1 regular_ll \n", - "32 12 pf 19 regular_ll \n", - "33 12 pf 28 regular_ll \n", - "34 12 cf 0 regular_ll \n", - "35 12 pf 46 regular_ll \n", - "36 12 pf 47 regular_ll \n", - "37 12 pf 38 regular_ll \n", - "38 12 pf 2 regular_ll \n", - "39 12 pf 10 regular_ll \n", - "40 12 pf 29 regular_ll \n", - "41 12 pf 20 regular_ll \n", - "42 12 pf 48 regular_ll \n", - "43 12 pf 3 regular_ll \n", - "44 12 pf 39 regular_ll \n", - "45 12 pf 11 regular_ll \n", - "46 12 pf 21 regular_ll \n", - "47 12 pf 12 regular_ll \n", - "48 12 pf 4 regular_ll \n", - "49 12 pf 30 regular_ll \n", - "50 12 pf 49 regular_ll " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "03234d2c", - "metadata": {}, - "source": [ - "First we convert to Celsius and then make a mask of temperature <0℃. (Of course we could have made a mask data<273.15 as well)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "81d6531c", - "metadata": {}, - "outputs": [], - "source": [ - "t_mask = (data - 273.15) < 0" - ] - }, - { - "cell_type": "markdown", - "id": "0607e807", - "metadata": {}, - "source": [ - "Now we can calculate the probability:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "2a6df14f", - "metadata": {}, - "outputs": [], - "source": [ - "prob_t = (mv.mean(t_mask) * 100)" - ] - }, - { - "cell_type": "markdown", - "id": "d48c59e5", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "03f7aa46", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "prob_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blup_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Probabilities: 2m temperature < 0 ℃\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-2t-probability\", # specify relative or full path\n", - " output_title = \"medium-2t-probability\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "755e5ec3", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "open_data" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tProbabilities: 2m temperature" + ] + }, + { + "cell_type": "markdown", + "id": "224f7469-7ad8-4910-8a7f-583df109f649", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-2t-probability \n" + ] + }, + { + "cell_type": "markdown", + "id": "374a552c-6803-4965-9b32-d80c18c345a7", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "ead0d413", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "e0ed2744", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 1 parameter:\n", + "\n", + "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)" + ] + }, + { + "cell_type": "markdown", + "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6c0a7627", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4395a25e", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7c429eff", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "db6fd2e8", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-2t-probability-pf.grib', 'medium-2t-probability-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['2t']\n", + "filename1 = 'medium-2t-probability-pf.grib'\n", + "filename2 = 'medium-2t-probability-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "52985b87", + "metadata": {}, + "source": [ + "To calculate the probability of 2m Temperature < 0℃, we need to retrieve all the ensemble members at the given time. \n", + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**." + ] + }, + { + "cell_type": "markdown", + "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51a980a6", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "65f5dd51", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5e7ceda3", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "cfc536bc", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "61e65089", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202604280121,10,...167odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "6c03429c", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "f955b02e", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf2theightAboveGround220260428012pf41regular_ll
1ecmf2theightAboveGround220260428012pf23regular_ll
2ecmf2theightAboveGround220260428012pf31regular_ll
3ecmf2theightAboveGround220260428012pf13regular_ll
4ecmf2theightAboveGround220260428012pf5regular_ll
5ecmf2theightAboveGround220260428012pf21regular_ll
6ecmf2theightAboveGround220260428012pf4regular_ll
7ecmf2theightAboveGround220260428012pf3regular_ll
8ecmf2theightAboveGround220260428012pf11regular_ll
9ecmf2theightAboveGround220260428012pf38regular_ll
10ecmf2theightAboveGround220260428012pf2regular_ll
11ecmf2theightAboveGround220260428012pf1regular_ll
12ecmf2theightAboveGround220260428012pf28regular_ll
13ecmf2theightAboveGround220260428012pf36regular_ll
14ecmf2theightAboveGround220260428012pf18regular_ll
15ecmf2theightAboveGround220260428012pf9regular_ll
16ecmf2theightAboveGround220260428012pf26regular_ll
17ecmf2theightAboveGround220260428012pf34regular_ll
18ecmf2theightAboveGround220260428012pf16regular_ll
19ecmf2theightAboveGround220260428012pf24regular_ll
20ecmf2theightAboveGround220260428012pf32regular_ll
21ecmf2theightAboveGround220260428012pf50regular_ll
22ecmf2theightAboveGround220260428012pf14regular_ll
23ecmf2theightAboveGround220260428012pf40regular_ll
24ecmf2theightAboveGround220260428012pf22regular_ll
25ecmf2theightAboveGround220260428012pf20regular_ll
26ecmf2theightAboveGround220260428012pf30regular_ll
27ecmf2theightAboveGround220260428012pf12regular_ll
28ecmf2theightAboveGround220260428012pf39regular_ll
29ecmf2theightAboveGround220260428012pf29regular_ll
30ecmf2theightAboveGround220260428012pf19regular_ll
31ecmf2theightAboveGround220260428012pf37regular_ll
32ecmf2theightAboveGround220260428012pf10regular_ll
33ecmf2theightAboveGround220260428012pf27regular_ll
34ecmf2theightAboveGround220260428012pf17regular_ll
35ecmf2theightAboveGround220260428012pf25regular_ll
36ecmf2theightAboveGround220260428012pf35regular_ll
37ecmf2theightAboveGround220260428012pf33regular_ll
38ecmf2theightAboveGround220260428012pf15regular_ll
39ecmf2theightAboveGround220260428012pf6regular_ll
40ecmf2theightAboveGround220260428012pf48regular_ll
41ecmf2theightAboveGround220260428012pf7regular_ll
42ecmf2theightAboveGround220260428012pf44regular_ll
43ecmf2theightAboveGround220260428012pf42regular_ll
44ecmf2theightAboveGround220260428012pf49regular_ll
45ecmf2theightAboveGround220260428012pf46regular_ll
46ecmf2theightAboveGround220260428012pf45regular_ll
47ecmf2theightAboveGround220260428012pf8regular_ll
48ecmf2theightAboveGround220260428012pf43regular_ll
49ecmf2theightAboveGround220260428012pf47regular_ll
50ecmf2theightAboveGround220260428012fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf 2t heightAboveGround 2 20260428 0 \n", + "1 ecmf 2t heightAboveGround 2 20260428 0 \n", + "2 ecmf 2t heightAboveGround 2 20260428 0 \n", + "3 ecmf 2t heightAboveGround 2 20260428 0 \n", + "4 ecmf 2t heightAboveGround 2 20260428 0 \n", + "5 ecmf 2t heightAboveGround 2 20260428 0 \n", + "6 ecmf 2t heightAboveGround 2 20260428 0 \n", + "7 ecmf 2t heightAboveGround 2 20260428 0 \n", + "8 ecmf 2t heightAboveGround 2 20260428 0 \n", + "9 ecmf 2t heightAboveGround 2 20260428 0 \n", + "10 ecmf 2t heightAboveGround 2 20260428 0 \n", + "11 ecmf 2t heightAboveGround 2 20260428 0 \n", + "12 ecmf 2t heightAboveGround 2 20260428 0 \n", + "13 ecmf 2t heightAboveGround 2 20260428 0 \n", + "14 ecmf 2t heightAboveGround 2 20260428 0 \n", + "15 ecmf 2t heightAboveGround 2 20260428 0 \n", + "16 ecmf 2t heightAboveGround 2 20260428 0 \n", + "17 ecmf 2t heightAboveGround 2 20260428 0 \n", + "18 ecmf 2t heightAboveGround 2 20260428 0 \n", + "19 ecmf 2t heightAboveGround 2 20260428 0 \n", + "20 ecmf 2t heightAboveGround 2 20260428 0 \n", + "21 ecmf 2t heightAboveGround 2 20260428 0 \n", + "22 ecmf 2t heightAboveGround 2 20260428 0 \n", + "23 ecmf 2t heightAboveGround 2 20260428 0 \n", + "24 ecmf 2t heightAboveGround 2 20260428 0 \n", + "25 ecmf 2t heightAboveGround 2 20260428 0 \n", + "26 ecmf 2t heightAboveGround 2 20260428 0 \n", + "27 ecmf 2t heightAboveGround 2 20260428 0 \n", + "28 ecmf 2t heightAboveGround 2 20260428 0 \n", + "29 ecmf 2t heightAboveGround 2 20260428 0 \n", + "30 ecmf 2t heightAboveGround 2 20260428 0 \n", + "31 ecmf 2t heightAboveGround 2 20260428 0 \n", + "32 ecmf 2t heightAboveGround 2 20260428 0 \n", + "33 ecmf 2t heightAboveGround 2 20260428 0 \n", + "34 ecmf 2t heightAboveGround 2 20260428 0 \n", + "35 ecmf 2t heightAboveGround 2 20260428 0 \n", + "36 ecmf 2t heightAboveGround 2 20260428 0 \n", + "37 ecmf 2t heightAboveGround 2 20260428 0 \n", + "38 ecmf 2t heightAboveGround 2 20260428 0 \n", + "39 ecmf 2t heightAboveGround 2 20260428 0 \n", + "40 ecmf 2t heightAboveGround 2 20260428 0 \n", + "41 ecmf 2t heightAboveGround 2 20260428 0 \n", + "42 ecmf 2t heightAboveGround 2 20260428 0 \n", + "43 ecmf 2t heightAboveGround 2 20260428 0 \n", + "44 ecmf 2t heightAboveGround 2 20260428 0 \n", + "45 ecmf 2t heightAboveGround 2 20260428 0 \n", + "46 ecmf 2t heightAboveGround 2 20260428 0 \n", + "47 ecmf 2t heightAboveGround 2 20260428 0 \n", + "48 ecmf 2t heightAboveGround 2 20260428 0 \n", + "49 ecmf 2t heightAboveGround 2 20260428 0 \n", + "50 ecmf 2t heightAboveGround 2 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 12 pf 41 regular_ll \n", + "1 12 pf 23 regular_ll \n", + "2 12 pf 31 regular_ll \n", + "3 12 pf 13 regular_ll \n", + "4 12 pf 5 regular_ll \n", + "5 12 pf 21 regular_ll \n", + "6 12 pf 4 regular_ll \n", + "7 12 pf 3 regular_ll \n", + "8 12 pf 11 regular_ll \n", + "9 12 pf 38 regular_ll \n", + "10 12 pf 2 regular_ll \n", + "11 12 pf 1 regular_ll \n", + "12 12 pf 28 regular_ll \n", + "13 12 pf 36 regular_ll \n", + "14 12 pf 18 regular_ll \n", + "15 12 pf 9 regular_ll \n", + "16 12 pf 26 regular_ll \n", + "17 12 pf 34 regular_ll \n", + "18 12 pf 16 regular_ll \n", + "19 12 pf 24 regular_ll \n", + "20 12 pf 32 regular_ll \n", + "21 12 pf 50 regular_ll \n", + "22 12 pf 14 regular_ll \n", + "23 12 pf 40 regular_ll \n", + "24 12 pf 22 regular_ll \n", + "25 12 pf 20 regular_ll \n", + "26 12 pf 30 regular_ll \n", + "27 12 pf 12 regular_ll \n", + "28 12 pf 39 regular_ll \n", + "29 12 pf 29 regular_ll \n", + "30 12 pf 19 regular_ll \n", + "31 12 pf 37 regular_ll \n", + "32 12 pf 10 regular_ll \n", + "33 12 pf 27 regular_ll \n", + "34 12 pf 17 regular_ll \n", + "35 12 pf 25 regular_ll \n", + "36 12 pf 35 regular_ll \n", + "37 12 pf 33 regular_ll \n", + "38 12 pf 15 regular_ll \n", + "39 12 pf 6 regular_ll \n", + "40 12 pf 48 regular_ll \n", + "41 12 pf 7 regular_ll \n", + "42 12 pf 44 regular_ll \n", + "43 12 pf 42 regular_ll \n", + "44 12 pf 49 regular_ll \n", + "45 12 pf 46 regular_ll \n", + "46 12 pf 45 regular_ll \n", + "47 12 pf 8 regular_ll \n", + "48 12 pf 43 regular_ll \n", + "49 12 pf 47 regular_ll \n", + "50 12 fc None regular_ll " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "03234d2c", + "metadata": {}, + "source": [ + "First we convert to Celsius and then make a mask of temperature <0℃. (Of course we could have made a mask data<273.15 as well)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "81d6531c", + "metadata": {}, + "outputs": [], + "source": [ + "t_mask = (data - 273.15) < 0" + ] + }, + { + "cell_type": "markdown", + "id": "0607e807", + "metadata": {}, + "source": [ + "Now we can calculate the probability:" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "2a6df14f", + "metadata": {}, + "outputs": [], + "source": [ + "prob_t = (mv.mean(t_mask) * 100)" + ] + }, + { + "cell_type": "markdown", + "id": "d48c59e5", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "03f7aa46", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "prob_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blup_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Probabilities: 2m temperature < 0 ℃\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-2t-probability\", # specify relative or full path\n", + " output_title = \"medium-2t-probability\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob_t, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-ens-tp-2t.ipynb b/opencharts/medium-ens-tp-2t.ipynb index df99885..d39986a 100644 --- a/opencharts/medium-ens-tp-2t.ipynb +++ b/opencharts/medium-ens-tp-2t.ipynb @@ -1,3647 +1,3635 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "0c65a30f", - "metadata": { - "tags": [ - "open_data", - "probabilites" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tCombined probabilities: 2m Temperature < 0°C and total precipitation > 1 mm" - ] - }, - { - "cell_type": "markdown", - "id": "629b98dd", - "metadata": { - "tags": [ - "open_data" - ] - }, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-ens-tp-2t \n" - ] - }, - { - "cell_type": "markdown", - "id": "9996e11c-cb8a-422b-b113-c066cef4135c", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "0a0e7d78", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 2 parameters :\n", - "\n", - "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)\n", - "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228)" - ] - }, - { - "cell_type": "markdown", - "id": "0941be5a", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "097db0f3", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "4dd874a5", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "237be9b3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-ens-tp-2t.grib'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['2t','tp']\n", - "filename = 'medium-ens-tp-2t.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "ae2b3d0e-13c5-4ef1-832d-816bf31f24fc", - "metadata": {}, - "source": [ - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as the control forecast. \n", - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "2385cf38", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - ": 0%| | 0.00/142M [00:00" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=[21,24],\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "51f3d3e0", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "01219309", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "a152fea9", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "c6c16fa2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround220250108021,240,1,...167odenfocf,pf0001
tpsurface020250108021,240,1,...228odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "ca561d60", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "4483c24d", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmftpsurface02025010800-21pf14regular_ll
1ecmf2theightAboveGround220250108021pf22regular_ll
2ecmftpsurface02025010800-21pf23regular_ll
3ecmf2theightAboveGround220250108021pf31regular_ll
4ecmf2theightAboveGround220250108021pf40regular_ll
5ecmftpsurface02025010800-21pf50regular_ll
6ecmftpsurface02025010800-21pf41regular_ll
7ecmftpsurface02025010800-21pf32regular_ll
8ecmf2theightAboveGround220250108021pf13regular_ll
9ecmf2theightAboveGround220250108021pf5regular_ll
10ecmftpsurface02025010800-21pf15regular_ll
11ecmftpsurface02025010800-21pf24regular_ll
12ecmftpsurface02025010800-21pf33regular_ll
13ecmftpsurface02025010800-21pf42regular_ll
14ecmftpsurface02025010800-21pf6regular_ll
15ecmf2theightAboveGround220250108021pf50regular_ll
16ecmf2theightAboveGround220250108021pf41regular_ll
17ecmf2theightAboveGround220250108021pf23regular_ll
18ecmf2theightAboveGround220250108021pf14regular_ll
19ecmf2theightAboveGround220250108021pf32regular_ll
20ecmftpsurface02025010800-21pf34regular_ll
21ecmftpsurface02025010800-21pf7regular_ll
22ecmftpsurface02025010800-21pf25regular_ll
23ecmftpsurface02025010800-21pf16regular_ll
24ecmftpsurface02025010800-21pf43regular_ll
25ecmf2theightAboveGround220250108021pf24regular_ll
26ecmftpsurface02025010800-21pf26regular_ll
27ecmftpsurface02025010800-21pf17regular_ll
28ecmftpsurface02025010800-21pf35regular_ll
29ecmf2theightAboveGround220250108021pf42regular_ll
30ecmf2theightAboveGround220250108021pf6regular_ll
31ecmf2theightAboveGround220250108021pf15regular_ll
32ecmf2theightAboveGround220250108021pf33regular_ll
33ecmftpsurface02025010800-21pf8regular_ll
34ecmftpsurface02025010800-21pf44regular_ll
35ecmftpsurface02025010800-21pf18regular_ll
36ecmftpsurface02025010800-21pf9regular_ll
37ecmftpsurface02025010800-21pf27regular_ll
38ecmf2theightAboveGround220250108021pf7regular_ll
39ecmftpsurface02025010800-21pf45regular_ll
40ecmftpsurface02025010800-21pf36regular_ll
41ecmf2theightAboveGround220250108021pf16regular_ll
42ecmf2theightAboveGround220250108021pf43regular_ll
43ecmf2theightAboveGround220250108021pf34regular_ll
44ecmf2theightAboveGround220250108021pf25regular_ll
45ecmf2theightAboveGround220250108021pf44regular_ll
46ecmf2theightAboveGround220250108021pf8regular_ll
47ecmf2theightAboveGround220250108021pf17regular_ll
48ecmf2theightAboveGround220250108021pf26regular_ll
49ecmftpsurface02025010800-21pf19regular_ll
50ecmf2theightAboveGround220250108021pf35regular_ll
51ecmftpsurface02025010800-21pf1regular_ll
52ecmftpsurface02025010800-21pf28regular_ll
53ecmftpsurface02025010800-21cf0regular_ll
54ecmftpsurface02025010800-21pf37regular_ll
55ecmftpsurface02025010800-21pf46regular_ll
56ecmf2theightAboveGround220250108021pf27regular_ll
57ecmf2theightAboveGround220250108021pf18regular_ll
58ecmf2theightAboveGround220250108021pf45regular_ll
59ecmf2theightAboveGround220250108021pf36regular_ll
60ecmf2theightAboveGround220250108021pf9regular_ll
61ecmf2theightAboveGround220250108021pf1regular_ll
62ecmftpsurface02025010800-21pf2regular_ll
63ecmftpsurface02025010800-21pf38regular_ll
64ecmf2theightAboveGround220250108021pf37regular_ll
65ecmf2theightAboveGround220250108021pf28regular_ll
66ecmf2theightAboveGround220250108021cf0regular_ll
67ecmf2theightAboveGround220250108021pf19regular_ll
68ecmftpsurface02025010800-21pf29regular_ll
69ecmf2theightAboveGround220250108021pf46regular_ll
70ecmftpsurface02025010800-21pf10regular_ll
71ecmftpsurface02025010800-21pf47regular_ll
72ecmftpsurface02025010800-21pf11regular_ll
73ecmftpsurface02025010800-21pf3regular_ll
74ecmftpsurface02025010800-21pf48regular_ll
75ecmftpsurface02025010800-21pf20regular_ll
76ecmf2theightAboveGround220250108021pf38regular_ll
77ecmf2theightAboveGround220250108021pf29regular_ll
78ecmf2theightAboveGround220250108021pf10regular_ll
79ecmftpsurface02025010800-21pf39regular_ll
80ecmf2theightAboveGround220250108021pf47regular_ll
81ecmf2theightAboveGround220250108021pf2regular_ll
82ecmftpsurface02025010800-21pf49regular_ll
83ecmftpsurface02025010800-21pf4regular_ll
84ecmf2theightAboveGround220250108021pf21regular_ll
85ecmf2theightAboveGround220250108021pf48regular_ll
86ecmftpsurface02025010800-21pf30regular_ll
87ecmf2theightAboveGround220250108021pf20regular_ll
88ecmf2theightAboveGround220250108021pf39regular_ll
89ecmftpsurface02025010800-21pf12regular_ll
90ecmf2theightAboveGround220250108021pf4regular_ll
91ecmf2theightAboveGround220250108021pf11regular_ll
92ecmftpsurface02025010800-21pf21regular_ll
93ecmf2theightAboveGround220250108021pf49regular_ll
94ecmf2theightAboveGround220250108021pf12regular_ll
95ecmf2theightAboveGround220250108021pf3regular_ll
96ecmf2theightAboveGround220250108021pf30regular_ll
97ecmftpsurface02025010800-21pf5regular_ll
98ecmftpsurface02025010800-21pf13regular_ll
99ecmftpsurface02025010800-21pf22regular_ll
100ecmftpsurface02025010800-21pf40regular_ll
101ecmftpsurface02025010800-21pf31regular_ll
102ecmftpsurface02025010800-24pf14regular_ll
103ecmf2theightAboveGround220250108024pf40regular_ll
104ecmftpsurface02025010800-24pf41regular_ll
105ecmftpsurface02025010800-24pf23regular_ll
106ecmf2theightAboveGround220250108024pf13regular_ll
107ecmftpsurface02025010800-24pf32regular_ll
108ecmftpsurface02025010800-24pf50regular_ll
109ecmf2theightAboveGround220250108024pf31regular_ll
110ecmf2theightAboveGround220250108024pf22regular_ll
111ecmf2theightAboveGround220250108024pf5regular_ll
112ecmftpsurface02025010800-24pf33regular_ll
113ecmftpsurface02025010800-24pf42regular_ll
114ecmftpsurface02025010800-24pf15regular_ll
115ecmftpsurface02025010800-24pf24regular_ll
116ecmftpsurface02025010800-24pf6regular_ll
117ecmftpsurface02025010800-24pf7regular_ll
118ecmf2theightAboveGround220250108024pf50regular_ll
119ecmf2theightAboveGround220250108024pf41regular_ll
120ecmftpsurface02025010800-24pf25regular_ll
121ecmf2theightAboveGround220250108024pf23regular_ll
122ecmftpsurface02025010800-24pf34regular_ll
123ecmftpsurface02025010800-24pf16regular_ll
124ecmf2theightAboveGround220250108024pf32regular_ll
125ecmftpsurface02025010800-24pf43regular_ll
126ecmf2theightAboveGround220250108024pf14regular_ll
127ecmf2theightAboveGround220250108024pf42regular_ll
128ecmf2theightAboveGround220250108024pf15regular_ll
129ecmftpsurface02025010800-24pf35regular_ll
130ecmf2theightAboveGround220250108024pf6regular_ll
131ecmftpsurface02025010800-24pf26regular_ll
132ecmftpsurface02025010800-24pf44regular_ll
133ecmf2theightAboveGround220250108024pf24regular_ll
134ecmftpsurface02025010800-24pf17regular_ll
135ecmftpsurface02025010800-24pf8regular_ll
136ecmf2theightAboveGround220250108024pf33regular_ll
137ecmftpsurface02025010800-24pf9regular_ll
138ecmftpsurface02025010800-24pf45regular_ll
139ecmftpsurface02025010800-24pf27regular_ll
140ecmf2theightAboveGround220250108024pf7regular_ll
141ecmf2theightAboveGround220250108024pf25regular_ll
142ecmf2theightAboveGround220250108024pf43regular_ll
143ecmftpsurface02025010800-24pf18regular_ll
144ecmf2theightAboveGround220250108024pf34regular_ll
145ecmftpsurface02025010800-24pf36regular_ll
146ecmf2theightAboveGround220250108024pf16regular_ll
147ecmf2theightAboveGround220250108024pf44regular_ll
148ecmf2theightAboveGround220250108024pf8regular_ll
149ecmf2theightAboveGround220250108024pf26regular_ll
150ecmf2theightAboveGround220250108024pf35regular_ll
151ecmftpsurface02025010800-24pf37regular_ll
152ecmf2theightAboveGround220250108024pf17regular_ll
153ecmftpsurface02025010800-24pf19regular_ll
154ecmftpsurface02025010800-24cf0regular_ll
155ecmftpsurface02025010800-24pf1regular_ll
156ecmf2theightAboveGround220250108024pf36regular_ll
157ecmftpsurface02025010800-24pf46regular_ll
158ecmftpsurface02025010800-24pf28regular_ll
159ecmf2theightAboveGround220250108024pf18regular_ll
160ecmf2theightAboveGround220250108024pf9regular_ll
161ecmf2theightAboveGround220250108024pf45regular_ll
162ecmf2theightAboveGround220250108024pf27regular_ll
163ecmftpsurface02025010800-24pf47regular_ll
164ecmf2theightAboveGround220250108024cf0regular_ll
165ecmftpsurface02025010800-24pf10regular_ll
166ecmf2theightAboveGround220250108024pf37regular_ll
167ecmf2theightAboveGround220250108024pf1regular_ll
168ecmf2theightAboveGround220250108024pf19regular_ll
169ecmf2theightAboveGround220250108024pf28regular_ll
170ecmftpsurface02025010800-24pf38regular_ll
171ecmftpsurface02025010800-24pf29regular_ll
172ecmf2theightAboveGround220250108024pf46regular_ll
173ecmftpsurface02025010800-24pf2regular_ll
174ecmftpsurface02025010800-24pf48regular_ll
175ecmftpsurface02025010800-24pf3regular_ll
176ecmftpsurface02025010800-24pf20regular_ll
177ecmf2theightAboveGround220250108024pf10regular_ll
178ecmf2theightAboveGround220250108024pf29regular_ll
179ecmftpsurface02025010800-24pf11regular_ll
180ecmf2theightAboveGround220250108024pf38regular_ll
181ecmf2theightAboveGround220250108024pf47regular_ll
182ecmf2theightAboveGround220250108024pf2regular_ll
183ecmftpsurface02025010800-24pf39regular_ll
184ecmftpsurface02025010800-24pf21regular_ll
185ecmftpsurface02025010800-24pf4regular_ll
186ecmf2theightAboveGround220250108024pf20regular_ll
187ecmftpsurface02025010800-24pf12regular_ll
188ecmftpsurface02025010800-24pf30regular_ll
189ecmf2theightAboveGround220250108024pf39regular_ll
190ecmf2theightAboveGround220250108024pf11regular_ll
191ecmftpsurface02025010800-24pf49regular_ll
192ecmf2theightAboveGround220250108024pf48regular_ll
193ecmf2theightAboveGround220250108024pf3regular_ll
194ecmf2theightAboveGround220250108024pf4regular_ll
195ecmf2theightAboveGround220250108024pf49regular_ll
196ecmf2theightAboveGround220250108024pf12regular_ll
197ecmf2theightAboveGround220250108024pf21regular_ll
198ecmf2theightAboveGround220250108024pf30regular_ll
199ecmftpsurface02025010800-24pf22regular_ll
200ecmftpsurface02025010800-24pf40regular_ll
201ecmftpsurface02025010800-24pf13regular_ll
202ecmftpsurface02025010800-24pf31regular_ll
203ecmftpsurface02025010800-24pf5regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf tp surface 0 20250108 0 \n", - "1 ecmf 2t heightAboveGround 2 20250108 0 \n", - "2 ecmf tp surface 0 20250108 0 \n", - "3 ecmf 2t heightAboveGround 2 20250108 0 \n", - "4 ecmf 2t heightAboveGround 2 20250108 0 \n", - "5 ecmf tp surface 0 20250108 0 \n", - "6 ecmf tp surface 0 20250108 0 \n", - "7 ecmf tp surface 0 20250108 0 \n", - "8 ecmf 2t heightAboveGround 2 20250108 0 \n", - "9 ecmf 2t heightAboveGround 2 20250108 0 \n", - "10 ecmf tp surface 0 20250108 0 \n", - "11 ecmf tp surface 0 20250108 0 \n", - "12 ecmf tp surface 0 20250108 0 \n", - "13 ecmf tp surface 0 20250108 0 \n", - "14 ecmf tp surface 0 20250108 0 \n", - "15 ecmf 2t heightAboveGround 2 20250108 0 \n", - "16 ecmf 2t heightAboveGround 2 20250108 0 \n", - "17 ecmf 2t heightAboveGround 2 20250108 0 \n", - "18 ecmf 2t heightAboveGround 2 20250108 0 \n", - "19 ecmf 2t heightAboveGround 2 20250108 0 \n", - "20 ecmf tp surface 0 20250108 0 \n", - "21 ecmf tp surface 0 20250108 0 \n", - "22 ecmf tp surface 0 20250108 0 \n", - "23 ecmf tp surface 0 20250108 0 \n", - "24 ecmf tp surface 0 20250108 0 \n", - "25 ecmf 2t heightAboveGround 2 20250108 0 \n", - "26 ecmf tp surface 0 20250108 0 \n", - "27 ecmf tp surface 0 20250108 0 \n", - "28 ecmf tp surface 0 20250108 0 \n", - "29 ecmf 2t heightAboveGround 2 20250108 0 \n", - "30 ecmf 2t heightAboveGround 2 20250108 0 \n", - "31 ecmf 2t heightAboveGround 2 20250108 0 \n", - "32 ecmf 2t heightAboveGround 2 20250108 0 \n", - "33 ecmf tp surface 0 20250108 0 \n", - "34 ecmf tp surface 0 20250108 0 \n", - "35 ecmf tp surface 0 20250108 0 \n", - "36 ecmf tp surface 0 20250108 0 \n", - "37 ecmf tp surface 0 20250108 0 \n", - "38 ecmf 2t heightAboveGround 2 20250108 0 \n", - "39 ecmf tp surface 0 20250108 0 \n", - "40 ecmf tp surface 0 20250108 0 \n", - "41 ecmf 2t heightAboveGround 2 20250108 0 \n", - "42 ecmf 2t heightAboveGround 2 20250108 0 \n", - "43 ecmf 2t heightAboveGround 2 20250108 0 \n", - "44 ecmf 2t heightAboveGround 2 20250108 0 \n", - "45 ecmf 2t heightAboveGround 2 20250108 0 \n", - "46 ecmf 2t heightAboveGround 2 20250108 0 \n", - "47 ecmf 2t heightAboveGround 2 20250108 0 \n", - "48 ecmf 2t heightAboveGround 2 20250108 0 \n", - "49 ecmf tp surface 0 20250108 0 \n", - "50 ecmf 2t heightAboveGround 2 20250108 0 \n", - "51 ecmf tp surface 0 20250108 0 \n", - "52 ecmf tp surface 0 20250108 0 \n", - "53 ecmf tp surface 0 20250108 0 \n", - "54 ecmf tp surface 0 20250108 0 \n", - "55 ecmf tp surface 0 20250108 0 \n", - "56 ecmf 2t heightAboveGround 2 20250108 0 \n", - "57 ecmf 2t heightAboveGround 2 20250108 0 \n", - "58 ecmf 2t heightAboveGround 2 20250108 0 \n", - "59 ecmf 2t heightAboveGround 2 20250108 0 \n", - "60 ecmf 2t heightAboveGround 2 20250108 0 \n", - "61 ecmf 2t heightAboveGround 2 20250108 0 \n", - "62 ecmf tp surface 0 20250108 0 \n", - "63 ecmf tp surface 0 20250108 0 \n", - "64 ecmf 2t heightAboveGround 2 20250108 0 \n", - "65 ecmf 2t heightAboveGround 2 20250108 0 \n", - "66 ecmf 2t heightAboveGround 2 20250108 0 \n", - "67 ecmf 2t heightAboveGround 2 20250108 0 \n", - "68 ecmf tp surface 0 20250108 0 \n", - "69 ecmf 2t heightAboveGround 2 20250108 0 \n", - "70 ecmf tp surface 0 20250108 0 \n", - "71 ecmf tp surface 0 20250108 0 \n", - "72 ecmf tp surface 0 20250108 0 \n", - "73 ecmf tp surface 0 20250108 0 \n", - "74 ecmf tp surface 0 20250108 0 \n", - "75 ecmf tp surface 0 20250108 0 \n", - "76 ecmf 2t heightAboveGround 2 20250108 0 \n", - "77 ecmf 2t heightAboveGround 2 20250108 0 \n", - "78 ecmf 2t heightAboveGround 2 20250108 0 \n", - "79 ecmf tp surface 0 20250108 0 \n", - "80 ecmf 2t heightAboveGround 2 20250108 0 \n", - "81 ecmf 2t heightAboveGround 2 20250108 0 \n", - "82 ecmf tp surface 0 20250108 0 \n", - "83 ecmf tp surface 0 20250108 0 \n", - "84 ecmf 2t heightAboveGround 2 20250108 0 \n", - "85 ecmf 2t heightAboveGround 2 20250108 0 \n", - "86 ecmf tp surface 0 20250108 0 \n", - "87 ecmf 2t heightAboveGround 2 20250108 0 \n", - "88 ecmf 2t heightAboveGround 2 20250108 0 \n", - "89 ecmf tp surface 0 20250108 0 \n", - "90 ecmf 2t heightAboveGround 2 20250108 0 \n", - "91 ecmf 2t heightAboveGround 2 20250108 0 \n", - "92 ecmf tp surface 0 20250108 0 \n", - "93 ecmf 2t heightAboveGround 2 20250108 0 \n", - "94 ecmf 2t heightAboveGround 2 20250108 0 \n", - "95 ecmf 2t heightAboveGround 2 20250108 0 \n", - "96 ecmf 2t heightAboveGround 2 20250108 0 \n", - "97 ecmf tp surface 0 20250108 0 \n", - "98 ecmf tp surface 0 20250108 0 \n", - "99 ecmf tp surface 0 20250108 0 \n", - "100 ecmf tp surface 0 20250108 0 \n", - "101 ecmf tp surface 0 20250108 0 \n", - "102 ecmf tp surface 0 20250108 0 \n", - "103 ecmf 2t heightAboveGround 2 20250108 0 \n", - "104 ecmf tp surface 0 20250108 0 \n", - "105 ecmf tp surface 0 20250108 0 \n", - "106 ecmf 2t heightAboveGround 2 20250108 0 \n", - "107 ecmf tp surface 0 20250108 0 \n", - "108 ecmf tp surface 0 20250108 0 \n", - "109 ecmf 2t heightAboveGround 2 20250108 0 \n", - "110 ecmf 2t heightAboveGround 2 20250108 0 \n", - "111 ecmf 2t heightAboveGround 2 20250108 0 \n", - "112 ecmf tp surface 0 20250108 0 \n", - "113 ecmf tp surface 0 20250108 0 \n", - "114 ecmf tp surface 0 20250108 0 \n", - "115 ecmf tp surface 0 20250108 0 \n", - "116 ecmf tp surface 0 20250108 0 \n", - "117 ecmf tp surface 0 20250108 0 \n", - "118 ecmf 2t heightAboveGround 2 20250108 0 \n", - "119 ecmf 2t heightAboveGround 2 20250108 0 \n", - "120 ecmf tp surface 0 20250108 0 \n", - "121 ecmf 2t heightAboveGround 2 20250108 0 \n", - "122 ecmf tp surface 0 20250108 0 \n", - "123 ecmf tp surface 0 20250108 0 \n", - "124 ecmf 2t heightAboveGround 2 20250108 0 \n", - "125 ecmf tp surface 0 20250108 0 \n", - "126 ecmf 2t heightAboveGround 2 20250108 0 \n", - "127 ecmf 2t heightAboveGround 2 20250108 0 \n", - "128 ecmf 2t heightAboveGround 2 20250108 0 \n", - "129 ecmf tp surface 0 20250108 0 \n", - "130 ecmf 2t heightAboveGround 2 20250108 0 \n", - "131 ecmf tp surface 0 20250108 0 \n", - "132 ecmf tp surface 0 20250108 0 \n", - "133 ecmf 2t heightAboveGround 2 20250108 0 \n", - "134 ecmf tp surface 0 20250108 0 \n", - "135 ecmf tp surface 0 20250108 0 \n", - "136 ecmf 2t heightAboveGround 2 20250108 0 \n", - "137 ecmf tp surface 0 20250108 0 \n", - "138 ecmf tp surface 0 20250108 0 \n", - "139 ecmf tp surface 0 20250108 0 \n", - "140 ecmf 2t heightAboveGround 2 20250108 0 \n", - "141 ecmf 2t heightAboveGround 2 20250108 0 \n", - "142 ecmf 2t heightAboveGround 2 20250108 0 \n", - "143 ecmf tp surface 0 20250108 0 \n", - "144 ecmf 2t heightAboveGround 2 20250108 0 \n", - "145 ecmf tp surface 0 20250108 0 \n", - "146 ecmf 2t heightAboveGround 2 20250108 0 \n", - "147 ecmf 2t heightAboveGround 2 20250108 0 \n", - "148 ecmf 2t heightAboveGround 2 20250108 0 \n", - "149 ecmf 2t heightAboveGround 2 20250108 0 \n", - "150 ecmf 2t heightAboveGround 2 20250108 0 \n", - "151 ecmf tp surface 0 20250108 0 \n", - "152 ecmf 2t heightAboveGround 2 20250108 0 \n", - "153 ecmf tp surface 0 20250108 0 \n", - "154 ecmf tp surface 0 20250108 0 \n", - "155 ecmf tp surface 0 20250108 0 \n", - "156 ecmf 2t heightAboveGround 2 20250108 0 \n", - "157 ecmf tp surface 0 20250108 0 \n", - "158 ecmf tp surface 0 20250108 0 \n", - "159 ecmf 2t heightAboveGround 2 20250108 0 \n", - "160 ecmf 2t heightAboveGround 2 20250108 0 \n", - "161 ecmf 2t heightAboveGround 2 20250108 0 \n", - "162 ecmf 2t heightAboveGround 2 20250108 0 \n", - "163 ecmf tp surface 0 20250108 0 \n", - "164 ecmf 2t heightAboveGround 2 20250108 0 \n", - "165 ecmf tp surface 0 20250108 0 \n", - "166 ecmf 2t heightAboveGround 2 20250108 0 \n", - "167 ecmf 2t heightAboveGround 2 20250108 0 \n", - "168 ecmf 2t heightAboveGround 2 20250108 0 \n", - "169 ecmf 2t heightAboveGround 2 20250108 0 \n", - "170 ecmf tp surface 0 20250108 0 \n", - "171 ecmf tp surface 0 20250108 0 \n", - "172 ecmf 2t heightAboveGround 2 20250108 0 \n", - "173 ecmf tp surface 0 20250108 0 \n", - "174 ecmf tp surface 0 20250108 0 \n", - "175 ecmf tp surface 0 20250108 0 \n", - "176 ecmf tp surface 0 20250108 0 \n", - "177 ecmf 2t heightAboveGround 2 20250108 0 \n", - "178 ecmf 2t heightAboveGround 2 20250108 0 \n", - "179 ecmf tp surface 0 20250108 0 \n", - "180 ecmf 2t heightAboveGround 2 20250108 0 \n", - "181 ecmf 2t heightAboveGround 2 20250108 0 \n", - "182 ecmf 2t heightAboveGround 2 20250108 0 \n", - "183 ecmf tp surface 0 20250108 0 \n", - "184 ecmf tp surface 0 20250108 0 \n", - "185 ecmf tp surface 0 20250108 0 \n", - "186 ecmf 2t heightAboveGround 2 20250108 0 \n", - "187 ecmf tp surface 0 20250108 0 \n", - "188 ecmf tp surface 0 20250108 0 \n", - "189 ecmf 2t heightAboveGround 2 20250108 0 \n", - "190 ecmf 2t heightAboveGround 2 20250108 0 \n", - "191 ecmf tp surface 0 20250108 0 \n", - "192 ecmf 2t heightAboveGround 2 20250108 0 \n", - "193 ecmf 2t heightAboveGround 2 20250108 0 \n", - "194 ecmf 2t heightAboveGround 2 20250108 0 \n", - "195 ecmf 2t heightAboveGround 2 20250108 0 \n", - "196 ecmf 2t heightAboveGround 2 20250108 0 \n", - "197 ecmf 2t heightAboveGround 2 20250108 0 \n", - "198 ecmf 2t heightAboveGround 2 20250108 0 \n", - "199 ecmf tp surface 0 20250108 0 \n", - "200 ecmf tp surface 0 20250108 0 \n", - "201 ecmf tp surface 0 20250108 0 \n", - "202 ecmf tp surface 0 20250108 0 \n", - "203 ecmf tp surface 0 20250108 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 0-21 pf 14 regular_ll \n", - "1 21 pf 22 regular_ll \n", - "2 0-21 pf 23 regular_ll \n", - "3 21 pf 31 regular_ll \n", - "4 21 pf 40 regular_ll \n", - "5 0-21 pf 50 regular_ll \n", - "6 0-21 pf 41 regular_ll \n", - "7 0-21 pf 32 regular_ll \n", - "8 21 pf 13 regular_ll \n", - "9 21 pf 5 regular_ll \n", - "10 0-21 pf 15 regular_ll \n", - "11 0-21 pf 24 regular_ll \n", - "12 0-21 pf 33 regular_ll \n", - "13 0-21 pf 42 regular_ll \n", - "14 0-21 pf 6 regular_ll \n", - "15 21 pf 50 regular_ll \n", - "16 21 pf 41 regular_ll \n", - "17 21 pf 23 regular_ll \n", - "18 21 pf 14 regular_ll \n", - "19 21 pf 32 regular_ll \n", - "20 0-21 pf 34 regular_ll \n", - "21 0-21 pf 7 regular_ll \n", - "22 0-21 pf 25 regular_ll \n", - "23 0-21 pf 16 regular_ll \n", - "24 0-21 pf 43 regular_ll \n", - "25 21 pf 24 regular_ll \n", - "26 0-21 pf 26 regular_ll \n", - "27 0-21 pf 17 regular_ll \n", - "28 0-21 pf 35 regular_ll \n", - "29 21 pf 42 regular_ll \n", - "30 21 pf 6 regular_ll \n", - "31 21 pf 15 regular_ll \n", - "32 21 pf 33 regular_ll \n", - "33 0-21 pf 8 regular_ll \n", - "34 0-21 pf 44 regular_ll \n", - "35 0-21 pf 18 regular_ll \n", - "36 0-21 pf 9 regular_ll \n", - "37 0-21 pf 27 regular_ll \n", - "38 21 pf 7 regular_ll \n", - "39 0-21 pf 45 regular_ll \n", - "40 0-21 pf 36 regular_ll \n", - "41 21 pf 16 regular_ll \n", - "42 21 pf 43 regular_ll \n", - "43 21 pf 34 regular_ll \n", - "44 21 pf 25 regular_ll \n", - "45 21 pf 44 regular_ll \n", - "46 21 pf 8 regular_ll \n", - "47 21 pf 17 regular_ll \n", - "48 21 pf 26 regular_ll \n", - "49 0-21 pf 19 regular_ll \n", - "50 21 pf 35 regular_ll \n", - "51 0-21 pf 1 regular_ll \n", - "52 0-21 pf 28 regular_ll \n", - "53 0-21 cf 0 regular_ll \n", - "54 0-21 pf 37 regular_ll \n", - "55 0-21 pf 46 regular_ll \n", - "56 21 pf 27 regular_ll \n", - "57 21 pf 18 regular_ll \n", - "58 21 pf 45 regular_ll \n", - "59 21 pf 36 regular_ll \n", - "60 21 pf 9 regular_ll \n", - "61 21 pf 1 regular_ll \n", - "62 0-21 pf 2 regular_ll \n", - "63 0-21 pf 38 regular_ll \n", - "64 21 pf 37 regular_ll \n", - "65 21 pf 28 regular_ll \n", - "66 21 cf 0 regular_ll \n", - "67 21 pf 19 regular_ll \n", - "68 0-21 pf 29 regular_ll \n", - "69 21 pf 46 regular_ll \n", - "70 0-21 pf 10 regular_ll \n", - "71 0-21 pf 47 regular_ll \n", - "72 0-21 pf 11 regular_ll \n", - "73 0-21 pf 3 regular_ll \n", - "74 0-21 pf 48 regular_ll \n", - "75 0-21 pf 20 regular_ll \n", - "76 21 pf 38 regular_ll \n", - "77 21 pf 29 regular_ll \n", - "78 21 pf 10 regular_ll \n", - "79 0-21 pf 39 regular_ll \n", - "80 21 pf 47 regular_ll \n", - "81 21 pf 2 regular_ll \n", - "82 0-21 pf 49 regular_ll \n", - "83 0-21 pf 4 regular_ll \n", - "84 21 pf 21 regular_ll \n", - "85 21 pf 48 regular_ll \n", - "86 0-21 pf 30 regular_ll \n", - "87 21 pf 20 regular_ll \n", - "88 21 pf 39 regular_ll \n", - "89 0-21 pf 12 regular_ll \n", - "90 21 pf 4 regular_ll \n", - "91 21 pf 11 regular_ll \n", - "92 0-21 pf 21 regular_ll \n", - "93 21 pf 49 regular_ll \n", - "94 21 pf 12 regular_ll \n", - "95 21 pf 3 regular_ll \n", - "96 21 pf 30 regular_ll \n", - "97 0-21 pf 5 regular_ll \n", - "98 0-21 pf 13 regular_ll \n", - "99 0-21 pf 22 regular_ll \n", - "100 0-21 pf 40 regular_ll \n", - "101 0-21 pf 31 regular_ll \n", - "102 0-24 pf 14 regular_ll \n", - "103 24 pf 40 regular_ll \n", - "104 0-24 pf 41 regular_ll \n", - "105 0-24 pf 23 regular_ll \n", - "106 24 pf 13 regular_ll \n", - "107 0-24 pf 32 regular_ll \n", - "108 0-24 pf 50 regular_ll \n", - "109 24 pf 31 regular_ll \n", - "110 24 pf 22 regular_ll \n", - "111 24 pf 5 regular_ll \n", - "112 0-24 pf 33 regular_ll \n", - "113 0-24 pf 42 regular_ll \n", - "114 0-24 pf 15 regular_ll \n", - "115 0-24 pf 24 regular_ll \n", - "116 0-24 pf 6 regular_ll \n", - "117 0-24 pf 7 regular_ll \n", - "118 24 pf 50 regular_ll \n", - "119 24 pf 41 regular_ll \n", - "120 0-24 pf 25 regular_ll \n", - "121 24 pf 23 regular_ll \n", - "122 0-24 pf 34 regular_ll \n", - "123 0-24 pf 16 regular_ll \n", - "124 24 pf 32 regular_ll \n", - "125 0-24 pf 43 regular_ll \n", - "126 24 pf 14 regular_ll \n", - "127 24 pf 42 regular_ll \n", - "128 24 pf 15 regular_ll \n", - "129 0-24 pf 35 regular_ll \n", - "130 24 pf 6 regular_ll \n", - "131 0-24 pf 26 regular_ll \n", - "132 0-24 pf 44 regular_ll \n", - "133 24 pf 24 regular_ll \n", - "134 0-24 pf 17 regular_ll \n", - "135 0-24 pf 8 regular_ll \n", - "136 24 pf 33 regular_ll \n", - "137 0-24 pf 9 regular_ll \n", - "138 0-24 pf 45 regular_ll \n", - "139 0-24 pf 27 regular_ll \n", - "140 24 pf 7 regular_ll \n", - "141 24 pf 25 regular_ll \n", - "142 24 pf 43 regular_ll \n", - "143 0-24 pf 18 regular_ll \n", - "144 24 pf 34 regular_ll \n", - "145 0-24 pf 36 regular_ll \n", - "146 24 pf 16 regular_ll \n", - "147 24 pf 44 regular_ll \n", - "148 24 pf 8 regular_ll \n", - "149 24 pf 26 regular_ll \n", - "150 24 pf 35 regular_ll \n", - "151 0-24 pf 37 regular_ll \n", - "152 24 pf 17 regular_ll \n", - "153 0-24 pf 19 regular_ll \n", - "154 0-24 cf 0 regular_ll \n", - "155 0-24 pf 1 regular_ll \n", - "156 24 pf 36 regular_ll \n", - "157 0-24 pf 46 regular_ll \n", - "158 0-24 pf 28 regular_ll \n", - "159 24 pf 18 regular_ll \n", - "160 24 pf 9 regular_ll \n", - "161 24 pf 45 regular_ll \n", - "162 24 pf 27 regular_ll \n", - "163 0-24 pf 47 regular_ll \n", - "164 24 cf 0 regular_ll \n", - "165 0-24 pf 10 regular_ll \n", - "166 24 pf 37 regular_ll \n", - "167 24 pf 1 regular_ll \n", - "168 24 pf 19 regular_ll \n", - "169 24 pf 28 regular_ll \n", - "170 0-24 pf 38 regular_ll \n", - "171 0-24 pf 29 regular_ll \n", - "172 24 pf 46 regular_ll \n", - "173 0-24 pf 2 regular_ll \n", - "174 0-24 pf 48 regular_ll \n", - "175 0-24 pf 3 regular_ll \n", - "176 0-24 pf 20 regular_ll \n", - "177 24 pf 10 regular_ll \n", - "178 24 pf 29 regular_ll \n", - "179 0-24 pf 11 regular_ll \n", - "180 24 pf 38 regular_ll \n", - "181 24 pf 47 regular_ll \n", - "182 24 pf 2 regular_ll \n", - "183 0-24 pf 39 regular_ll \n", - "184 0-24 pf 21 regular_ll \n", - "185 0-24 pf 4 regular_ll \n", - "186 24 pf 20 regular_ll \n", - "187 0-24 pf 12 regular_ll \n", - "188 0-24 pf 30 regular_ll \n", - "189 24 pf 39 regular_ll \n", - "190 24 pf 11 regular_ll \n", - "191 0-24 pf 49 regular_ll \n", - "192 24 pf 48 regular_ll \n", - "193 24 pf 3 regular_ll \n", - "194 24 pf 4 regular_ll \n", - "195 24 pf 49 regular_ll \n", - "196 24 pf 12 regular_ll \n", - "197 24 pf 21 regular_ll \n", - "198 24 pf 30 regular_ll \n", - "199 0-24 pf 22 regular_ll \n", - "200 0-24 pf 40 regular_ll \n", - "201 0-24 pf 13 regular_ll \n", - "202 0-24 pf 31 regular_ll \n", - "203 0-24 pf 5 regular_ll " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "8a5b74fa", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202501080240,1,...167odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "t2m = data.select(shortName='2t',step=24)\n", - "t2m.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "681edad9-4fa1-4ad5-8df1-52f48847e427", - "metadata": {}, - "source": [ - "To calculate the probability of 2m temperature being lower than 0°C and total precipitation being greater than 1 mm (0.001 m), we need to mask where these conditions are filled for each ensemble member. \n", - "First we make an empty fieldset object, and then we append each mask field to it. \n", - "Finally we can calculate the probability by calculating mean of this fieldset and multiplying by 100. \n", - "\n", - "One aditional step we need to do here is to calculate the total precipitation between steps 21 and 24, because the raw data has the total precipitation accumulated from the start of the forecast." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "5a993cf2", - "metadata": {}, - "outputs": [], - "source": [ - "mask = mv.Fieldset()\n", - "for number in range(51):\n", - " t2m_n = t2m.select(number = number,)\n", - " tp_24 = data.select(shortName='tp',step=24, number = number)\n", - " tp_21 = data.select(shortName='tp',step=21, number = number)\n", - " tp_n = tp_24 - tp_21\n", - " m = (t2m_n <= 273.15) & (tp_n >= 0.001)\n", - " mask.append(m)\n", - "\n", - "prob = (mv.mean(mask))*100" - ] - }, - { - "cell_type": "markdown", - "id": "dafd46d2-6988-4012-b03f-4be9fd163853", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "14329398", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "prob_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blup_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Combined probabilities: 2m Temperature < 0C and total precipitation > 1 mm\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-ens-tp-2t\", # specify relative or full path\n", - " output_title = \"medium-ens-tp-2t\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "d6c401db-33bd-4a6a-b5b5-c99f7727a083", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "0c65a30f", + "metadata": { + "tags": [ + "open_data", + "probabilites" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tCombined probabilities: 2m Temperature < 0°C and total precipitation > 1 mm" + ] + }, + { + "cell_type": "markdown", + "id": "629b98dd", + "metadata": { + "tags": [ + "open_data" + ] + }, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-ens-tp-2t \n" + ] + }, + { + "cell_type": "markdown", + "id": "9996e11c-cb8a-422b-b113-c066cef4135c", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "0a0e7d78", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 2 parameters :\n", + "\n", + "* [2 metre temperature](https://codes.ecmwf.int/grib/param-db/167)\n", + "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228)" + ] + }, + { + "cell_type": "markdown", + "id": "0941be5a", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a12fcc5c", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "097db0f3", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4dd874a5", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "237be9b3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-ens-tp-2t-pf.grib', 'medium-ens-tp-2t-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['2t','tp']\n", + "filename1 = 'medium-ens-tp-2t-pf.grib'\n", + "filename2 = 'medium-ens-tp-2t-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "ae2b3d0e-13c5-4ef1-832d-816bf31f24fc", + "metadata": {}, + "source": [ + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**.\n", + "Setting the date to 0 will download today's data. \n", + "Removing the date and time altogether from the request will download the latest data. \n", + "Try commenting out the date and time to download the latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2385cf38", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=[21,24],\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=[21,24],\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "51f3d3e0", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "01219309", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "a152fea9", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "c6c16fa2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround220260428021,241,10,...167odenfo,operfc,pf0001
tpsurface020260428021,241,10,...228odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "ca561d60", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4483c24d", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmftpsurface02026042800-21pf18regular_ll
1ecmftpsurface02026042800-21pf36regular_ll
2ecmf2theightAboveGround220260428021pf23regular_ll
3ecmf2theightAboveGround220260428021pf41regular_ll
4ecmftpsurface02026042800-21pf9regular_ll
5ecmftpsurface02026042800-21pf26regular_ll
6ecmf2theightAboveGround220260428021pf31regular_ll
7ecmf2theightAboveGround220260428021pf5regular_ll
8ecmf2theightAboveGround220260428021pf13regular_ll
9ecmftpsurface02026042800-21pf16regular_ll
10ecmftpsurface02026042800-21pf34regular_ll
11ecmf2theightAboveGround220260428021pf4regular_ll
12ecmf2theightAboveGround220260428021pf21regular_ll
13ecmftpsurface02026042800-21pf24regular_ll
14ecmf2theightAboveGround220260428021pf3regular_ll
15ecmf2theightAboveGround220260428021pf11regular_ll
16ecmf2theightAboveGround220260428021pf38regular_ll
17ecmftpsurface02026042800-21pf32regular_ll
18ecmftpsurface02026042800-21pf14regular_ll
19ecmf2theightAboveGround220260428021pf2regular_ll
20ecmftpsurface02026042800-21pf50regular_ll
21ecmf2theightAboveGround220260428021pf28regular_ll
22ecmftpsurface02026042800-21pf40regular_ll
23ecmftpsurface02026042800-21pf22regular_ll
24ecmftpsurface02026042800-21pf30regular_ll
25ecmf2theightAboveGround220260428021pf1regular_ll
26ecmftpsurface02026042800-21pf12regular_ll
27ecmftpsurface02026042800-21pf49regular_ll
28ecmf2theightAboveGround220260428021pf18regular_ll
29ecmf2theightAboveGround220260428021pf36regular_ll
30ecmf2theightAboveGround220260428021pf9regular_ll
31ecmftpsurface02026042800-21pf20regular_ll
32ecmftpsurface02026042800-21pf39regular_ll
33ecmftpsurface02026042800-21pf10regular_ll
34ecmf2theightAboveGround220260428021pf26regular_ll
35ecmftpsurface02026042800-21pf29regular_ll
36ecmf2theightAboveGround220260428021pf34regular_ll
37ecmf2theightAboveGround220260428021pf16regular_ll
38ecmftpsurface02026042800-21pf19regular_ll
39ecmf2theightAboveGround220260428021pf24regular_ll
40ecmftpsurface02026042800-21pf37regular_ll
41ecmftpsurface02026042800-21pf27regular_ll
42ecmf2theightAboveGround220260428021pf32regular_ll
43ecmf2theightAboveGround220260428021pf50regular_ll
44ecmf2theightAboveGround220260428021pf14regular_ll
45ecmf2theightAboveGround220260428021pf22regular_ll
46ecmftpsurface02026042800-21pf17regular_ll
47ecmftpsurface02026042800-21pf25regular_ll
48ecmftpsurface02026042800-21pf35regular_ll
49ecmf2theightAboveGround220260428021pf40regular_ll
50ecmftpsurface02026042800-21pf33regular_ll
51ecmf2theightAboveGround220260428021pf30regular_ll
52ecmftpsurface02026042800-21pf15regular_ll
53ecmf2theightAboveGround220260428021pf12regular_ll
54ecmftpsurface02026042800-21pf6regular_ll
55ecmf2theightAboveGround220260428021pf20regular_ll
56ecmf2theightAboveGround220260428021pf10regular_ll
57ecmftpsurface02026042800-21pf23regular_ll
58ecmf2theightAboveGround220260428021pf39regular_ll
59ecmftpsurface02026042800-21pf41regular_ll
60ecmf2theightAboveGround220260428021pf29regular_ll
61ecmf2theightAboveGround220260428021pf19regular_ll
62ecmf2theightAboveGround220260428021pf27regular_ll
63ecmf2theightAboveGround220260428021pf37regular_ll
64ecmftpsurface02026042800-21pf31regular_ll
65ecmf2theightAboveGround220260428021pf17regular_ll
66ecmftpsurface02026042800-21pf13regular_ll
67ecmftpsurface02026042800-21pf5regular_ll
68ecmf2theightAboveGround220260428021pf35regular_ll
69ecmf2theightAboveGround220260428021pf25regular_ll
70ecmftpsurface02026042800-21pf21regular_ll
71ecmftpsurface02026042800-21pf4regular_ll
72ecmftpsurface02026042800-21pf3regular_ll
73ecmftpsurface02026042800-21pf11regular_ll
74ecmftpsurface02026042800-21pf38regular_ll
75ecmf2theightAboveGround220260428021pf33regular_ll
76ecmf2theightAboveGround220260428021pf6regular_ll
77ecmf2theightAboveGround220260428021pf15regular_ll
78ecmftpsurface02026042800-21pf2regular_ll
79ecmftpsurface02026042800-21pf28regular_ll
80ecmftpsurface02026042800-21pf1regular_ll
81ecmftpsurface02026042800-21pf44regular_ll
82ecmftpsurface02026042800-21pf7regular_ll
83ecmftpsurface02026042800-21pf42regular_ll
84ecmf2theightAboveGround220260428021pf48regular_ll
85ecmf2theightAboveGround220260428021pf7regular_ll
86ecmf2theightAboveGround220260428021pf44regular_ll
87ecmftpsurface02026042800-21pf47regular_ll
88ecmf2theightAboveGround220260428021pf42regular_ll
89ecmftpsurface02026042800-21pf45regular_ll
90ecmftpsurface02026042800-21pf8regular_ll
91ecmftpsurface02026042800-21pf43regular_ll
92ecmf2theightAboveGround220260428021pf46regular_ll
93ecmf2theightAboveGround220260428021pf49regular_ll
94ecmf2theightAboveGround220260428021pf45regular_ll
95ecmf2theightAboveGround220260428021pf8regular_ll
96ecmf2theightAboveGround220260428021pf43regular_ll
97ecmftpsurface02026042800-21pf48regular_ll
98ecmf2theightAboveGround220260428021pf47regular_ll
99ecmftpsurface02026042800-21pf46regular_ll
100ecmftpsurface02026042800-24pf36regular_ll
101ecmftpsurface02026042800-24pf18regular_ll
102ecmf2theightAboveGround220260428024pf41regular_ll
103ecmf2theightAboveGround220260428024pf23regular_ll
104ecmftpsurface02026042800-24pf9regular_ll
105ecmftpsurface02026042800-24pf26regular_ll
106ecmf2theightAboveGround220260428024pf31regular_ll
107ecmf2theightAboveGround220260428024pf13regular_ll
108ecmftpsurface02026042800-24pf34regular_ll
109ecmf2theightAboveGround220260428024pf5regular_ll
110ecmf2theightAboveGround220260428024pf4regular_ll
111ecmf2theightAboveGround220260428024pf21regular_ll
112ecmftpsurface02026042800-24pf16regular_ll
113ecmf2theightAboveGround220260428024pf3regular_ll
114ecmftpsurface02026042800-24pf24regular_ll
115ecmf2theightAboveGround220260428024pf11regular_ll
116ecmftpsurface02026042800-24pf50regular_ll
117ecmftpsurface02026042800-24pf32regular_ll
118ecmf2theightAboveGround220260428024pf38regular_ll
119ecmftpsurface02026042800-24pf14regular_ll
120ecmftpsurface02026042800-24pf40regular_ll
121ecmftpsurface02026042800-24pf22regular_ll
122ecmf2theightAboveGround220260428024pf2regular_ll
123ecmf2theightAboveGround220260428024pf28regular_ll
124ecmftpsurface02026042800-24pf20regular_ll
125ecmf2theightAboveGround220260428024pf1regular_ll
126ecmftpsurface02026042800-24pf30regular_ll
127ecmf2theightAboveGround220260428024pf36regular_ll
128ecmftpsurface02026042800-24pf39regular_ll
129ecmftpsurface02026042800-24pf12regular_ll
130ecmf2theightAboveGround220260428024pf18regular_ll
131ecmf2theightAboveGround220260428024pf9regular_ll
132ecmftpsurface02026042800-24pf49regular_ll
133ecmftpsurface02026042800-24pf29regular_ll
134ecmf2theightAboveGround220260428024pf26regular_ll
135ecmftpsurface02026042800-24pf10regular_ll
136ecmf2theightAboveGround220260428024pf34regular_ll
137ecmftpsurface02026042800-24pf19regular_ll
138ecmf2theightAboveGround220260428024pf16regular_ll
139ecmftpsurface02026042800-24pf37regular_ll
140ecmf2theightAboveGround220260428024pf24regular_ll
141ecmftpsurface02026042800-24pf27regular_ll
142ecmf2theightAboveGround220260428024pf32regular_ll
143ecmf2theightAboveGround220260428024pf50regular_ll
144ecmf2theightAboveGround220260428024pf14regular_ll
145ecmftpsurface02026042800-24pf35regular_ll
146ecmftpsurface02026042800-24pf17regular_ll
147ecmf2theightAboveGround220260428024pf22regular_ll
148ecmf2theightAboveGround220260428024pf40regular_ll
149ecmftpsurface02026042800-24pf25regular_ll
150ecmf2theightAboveGround220260428024pf12regular_ll
151ecmf2theightAboveGround220260428024pf30regular_ll
152ecmftpsurface02026042800-24pf15regular_ll
153ecmftpsurface02026042800-24pf33regular_ll
154ecmf2theightAboveGround220260428024pf39regular_ll
155ecmf2theightAboveGround220260428024pf20regular_ll
156ecmftpsurface02026042800-24pf6regular_ll
157ecmf2theightAboveGround220260428024pf19regular_ll
158ecmf2theightAboveGround220260428024pf10regular_ll
159ecmftpsurface02026042800-24pf41regular_ll
160ecmf2theightAboveGround220260428024pf29regular_ll
161ecmftpsurface02026042800-24pf23regular_ll
162ecmf2theightAboveGround220260428024pf37regular_ll
163ecmf2theightAboveGround220260428024pf27regular_ll
164ecmftpsurface02026042800-24pf31regular_ll
165ecmf2theightAboveGround220260428024pf17regular_ll
166ecmf2theightAboveGround220260428024pf35regular_ll
167ecmftpsurface02026042800-24pf13regular_ll
168ecmftpsurface02026042800-24pf5regular_ll
169ecmftpsurface02026042800-24pf4regular_ll
170ecmf2theightAboveGround220260428024pf25regular_ll
171ecmftpsurface02026042800-24pf3regular_ll
172ecmftpsurface02026042800-24pf11regular_ll
173ecmftpsurface02026042800-24pf21regular_ll
174ecmf2theightAboveGround220260428024pf33regular_ll
175ecmf2theightAboveGround220260428024pf15regular_ll
176ecmftpsurface02026042800-24pf38regular_ll
177ecmf2theightAboveGround220260428024pf6regular_ll
178ecmftpsurface02026042800-24pf2regular_ll
179ecmftpsurface02026042800-24pf28regular_ll
180ecmftpsurface02026042800-24pf1regular_ll
181ecmftpsurface02026042800-24pf44regular_ll
182ecmftpsurface02026042800-24pf7regular_ll
183ecmftpsurface02026042800-24pf42regular_ll
184ecmf2theightAboveGround220260428024pf48regular_ll
185ecmf2theightAboveGround220260428024pf7regular_ll
186ecmf2theightAboveGround220260428024pf44regular_ll
187ecmftpsurface02026042800-24pf47regular_ll
188ecmf2theightAboveGround220260428024pf42regular_ll
189ecmftpsurface02026042800-24pf45regular_ll
190ecmftpsurface02026042800-24pf8regular_ll
191ecmftpsurface02026042800-24pf43regular_ll
192ecmf2theightAboveGround220260428024pf49regular_ll
193ecmf2theightAboveGround220260428024pf46regular_ll
194ecmf2theightAboveGround220260428024pf45regular_ll
195ecmftpsurface02026042800-24pf48regular_ll
196ecmf2theightAboveGround220260428024pf8regular_ll
197ecmf2theightAboveGround220260428024pf43regular_ll
198ecmf2theightAboveGround220260428024pf47regular_ll
199ecmftpsurface02026042800-24pf46regular_ll
200ecmftpsurface02026042800-21fcNoneregular_ll
201ecmf2theightAboveGround220260428021fcNoneregular_ll
202ecmftpsurface02026042800-24fcNoneregular_ll
203ecmf2theightAboveGround220260428024fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf tp surface 0 20260428 0 \n", + "1 ecmf tp surface 0 20260428 0 \n", + "2 ecmf 2t heightAboveGround 2 20260428 0 \n", + "3 ecmf 2t heightAboveGround 2 20260428 0 \n", + "4 ecmf tp surface 0 20260428 0 \n", + "5 ecmf tp surface 0 20260428 0 \n", + "6 ecmf 2t heightAboveGround 2 20260428 0 \n", + "7 ecmf 2t heightAboveGround 2 20260428 0 \n", + "8 ecmf 2t heightAboveGround 2 20260428 0 \n", + "9 ecmf tp surface 0 20260428 0 \n", + "10 ecmf tp surface 0 20260428 0 \n", + "11 ecmf 2t heightAboveGround 2 20260428 0 \n", + "12 ecmf 2t heightAboveGround 2 20260428 0 \n", + "13 ecmf tp surface 0 20260428 0 \n", + "14 ecmf 2t heightAboveGround 2 20260428 0 \n", + "15 ecmf 2t heightAboveGround 2 20260428 0 \n", + "16 ecmf 2t heightAboveGround 2 20260428 0 \n", + "17 ecmf tp surface 0 20260428 0 \n", + "18 ecmf tp surface 0 20260428 0 \n", + "19 ecmf 2t heightAboveGround 2 20260428 0 \n", + "20 ecmf tp surface 0 20260428 0 \n", + "21 ecmf 2t heightAboveGround 2 20260428 0 \n", + "22 ecmf tp surface 0 20260428 0 \n", + "23 ecmf tp surface 0 20260428 0 \n", + "24 ecmf tp surface 0 20260428 0 \n", + "25 ecmf 2t heightAboveGround 2 20260428 0 \n", + "26 ecmf tp surface 0 20260428 0 \n", + "27 ecmf tp surface 0 20260428 0 \n", + "28 ecmf 2t heightAboveGround 2 20260428 0 \n", + "29 ecmf 2t heightAboveGround 2 20260428 0 \n", + "30 ecmf 2t heightAboveGround 2 20260428 0 \n", + "31 ecmf tp surface 0 20260428 0 \n", + "32 ecmf tp surface 0 20260428 0 \n", + "33 ecmf tp surface 0 20260428 0 \n", + "34 ecmf 2t heightAboveGround 2 20260428 0 \n", + "35 ecmf tp surface 0 20260428 0 \n", + "36 ecmf 2t heightAboveGround 2 20260428 0 \n", + "37 ecmf 2t heightAboveGround 2 20260428 0 \n", + "38 ecmf tp surface 0 20260428 0 \n", + "39 ecmf 2t heightAboveGround 2 20260428 0 \n", + "40 ecmf tp surface 0 20260428 0 \n", + "41 ecmf tp surface 0 20260428 0 \n", + "42 ecmf 2t heightAboveGround 2 20260428 0 \n", + "43 ecmf 2t heightAboveGround 2 20260428 0 \n", + "44 ecmf 2t heightAboveGround 2 20260428 0 \n", + "45 ecmf 2t heightAboveGround 2 20260428 0 \n", + "46 ecmf tp surface 0 20260428 0 \n", + "47 ecmf tp surface 0 20260428 0 \n", + "48 ecmf tp surface 0 20260428 0 \n", + "49 ecmf 2t heightAboveGround 2 20260428 0 \n", + "50 ecmf tp surface 0 20260428 0 \n", + "51 ecmf 2t heightAboveGround 2 20260428 0 \n", + "52 ecmf tp surface 0 20260428 0 \n", + "53 ecmf 2t heightAboveGround 2 20260428 0 \n", + "54 ecmf tp surface 0 20260428 0 \n", + "55 ecmf 2t heightAboveGround 2 20260428 0 \n", + "56 ecmf 2t heightAboveGround 2 20260428 0 \n", + "57 ecmf tp surface 0 20260428 0 \n", + "58 ecmf 2t heightAboveGround 2 20260428 0 \n", + "59 ecmf tp surface 0 20260428 0 \n", + "60 ecmf 2t heightAboveGround 2 20260428 0 \n", + "61 ecmf 2t heightAboveGround 2 20260428 0 \n", + "62 ecmf 2t heightAboveGround 2 20260428 0 \n", + "63 ecmf 2t heightAboveGround 2 20260428 0 \n", + "64 ecmf tp surface 0 20260428 0 \n", + "65 ecmf 2t heightAboveGround 2 20260428 0 \n", + "66 ecmf tp surface 0 20260428 0 \n", + "67 ecmf tp surface 0 20260428 0 \n", + "68 ecmf 2t heightAboveGround 2 20260428 0 \n", + "69 ecmf 2t heightAboveGround 2 20260428 0 \n", + "70 ecmf tp surface 0 20260428 0 \n", + "71 ecmf tp surface 0 20260428 0 \n", + "72 ecmf tp surface 0 20260428 0 \n", + "73 ecmf tp surface 0 20260428 0 \n", + "74 ecmf tp surface 0 20260428 0 \n", + "75 ecmf 2t heightAboveGround 2 20260428 0 \n", + "76 ecmf 2t heightAboveGround 2 20260428 0 \n", + "77 ecmf 2t heightAboveGround 2 20260428 0 \n", + "78 ecmf tp surface 0 20260428 0 \n", + "79 ecmf tp surface 0 20260428 0 \n", + "80 ecmf tp surface 0 20260428 0 \n", + "81 ecmf tp surface 0 20260428 0 \n", + "82 ecmf tp surface 0 20260428 0 \n", + "83 ecmf tp surface 0 20260428 0 \n", + "84 ecmf 2t heightAboveGround 2 20260428 0 \n", + "85 ecmf 2t heightAboveGround 2 20260428 0 \n", + "86 ecmf 2t heightAboveGround 2 20260428 0 \n", + "87 ecmf tp surface 0 20260428 0 \n", + "88 ecmf 2t heightAboveGround 2 20260428 0 \n", + "89 ecmf tp surface 0 20260428 0 \n", + "90 ecmf tp surface 0 20260428 0 \n", + "91 ecmf tp surface 0 20260428 0 \n", + "92 ecmf 2t heightAboveGround 2 20260428 0 \n", + "93 ecmf 2t heightAboveGround 2 20260428 0 \n", + "94 ecmf 2t heightAboveGround 2 20260428 0 \n", + "95 ecmf 2t heightAboveGround 2 20260428 0 \n", + "96 ecmf 2t heightAboveGround 2 20260428 0 \n", + "97 ecmf tp surface 0 20260428 0 \n", + "98 ecmf 2t heightAboveGround 2 20260428 0 \n", + "99 ecmf tp surface 0 20260428 0 \n", + "100 ecmf tp surface 0 20260428 0 \n", + "101 ecmf tp surface 0 20260428 0 \n", + "102 ecmf 2t heightAboveGround 2 20260428 0 \n", + "103 ecmf 2t heightAboveGround 2 20260428 0 \n", + "104 ecmf tp surface 0 20260428 0 \n", + "105 ecmf tp surface 0 20260428 0 \n", + "106 ecmf 2t heightAboveGround 2 20260428 0 \n", + "107 ecmf 2t heightAboveGround 2 20260428 0 \n", + "108 ecmf tp surface 0 20260428 0 \n", + "109 ecmf 2t heightAboveGround 2 20260428 0 \n", + "110 ecmf 2t heightAboveGround 2 20260428 0 \n", + "111 ecmf 2t heightAboveGround 2 20260428 0 \n", + "112 ecmf tp surface 0 20260428 0 \n", + "113 ecmf 2t heightAboveGround 2 20260428 0 \n", + "114 ecmf tp surface 0 20260428 0 \n", + "115 ecmf 2t heightAboveGround 2 20260428 0 \n", + "116 ecmf tp surface 0 20260428 0 \n", + "117 ecmf tp surface 0 20260428 0 \n", + "118 ecmf 2t heightAboveGround 2 20260428 0 \n", + "119 ecmf tp surface 0 20260428 0 \n", + "120 ecmf tp surface 0 20260428 0 \n", + "121 ecmf tp surface 0 20260428 0 \n", + "122 ecmf 2t heightAboveGround 2 20260428 0 \n", + "123 ecmf 2t heightAboveGround 2 20260428 0 \n", + "124 ecmf tp surface 0 20260428 0 \n", + "125 ecmf 2t heightAboveGround 2 20260428 0 \n", + "126 ecmf tp surface 0 20260428 0 \n", + "127 ecmf 2t heightAboveGround 2 20260428 0 \n", + "128 ecmf tp surface 0 20260428 0 \n", + "129 ecmf tp surface 0 20260428 0 \n", + "130 ecmf 2t heightAboveGround 2 20260428 0 \n", + "131 ecmf 2t heightAboveGround 2 20260428 0 \n", + "132 ecmf tp surface 0 20260428 0 \n", + "133 ecmf tp surface 0 20260428 0 \n", + "134 ecmf 2t heightAboveGround 2 20260428 0 \n", + "135 ecmf tp surface 0 20260428 0 \n", + "136 ecmf 2t heightAboveGround 2 20260428 0 \n", + "137 ecmf tp surface 0 20260428 0 \n", + "138 ecmf 2t heightAboveGround 2 20260428 0 \n", + "139 ecmf tp surface 0 20260428 0 \n", + "140 ecmf 2t heightAboveGround 2 20260428 0 \n", + "141 ecmf tp surface 0 20260428 0 \n", + "142 ecmf 2t heightAboveGround 2 20260428 0 \n", + "143 ecmf 2t heightAboveGround 2 20260428 0 \n", + "144 ecmf 2t heightAboveGround 2 20260428 0 \n", + "145 ecmf tp surface 0 20260428 0 \n", + "146 ecmf tp surface 0 20260428 0 \n", + "147 ecmf 2t heightAboveGround 2 20260428 0 \n", + "148 ecmf 2t heightAboveGround 2 20260428 0 \n", + "149 ecmf tp surface 0 20260428 0 \n", + "150 ecmf 2t heightAboveGround 2 20260428 0 \n", + "151 ecmf 2t heightAboveGround 2 20260428 0 \n", + "152 ecmf tp surface 0 20260428 0 \n", + "153 ecmf tp surface 0 20260428 0 \n", + "154 ecmf 2t heightAboveGround 2 20260428 0 \n", + "155 ecmf 2t heightAboveGround 2 20260428 0 \n", + "156 ecmf tp surface 0 20260428 0 \n", + "157 ecmf 2t heightAboveGround 2 20260428 0 \n", + "158 ecmf 2t heightAboveGround 2 20260428 0 \n", + "159 ecmf tp surface 0 20260428 0 \n", + "160 ecmf 2t heightAboveGround 2 20260428 0 \n", + "161 ecmf tp surface 0 20260428 0 \n", + "162 ecmf 2t heightAboveGround 2 20260428 0 \n", + "163 ecmf 2t heightAboveGround 2 20260428 0 \n", + "164 ecmf tp surface 0 20260428 0 \n", + "165 ecmf 2t heightAboveGround 2 20260428 0 \n", + "166 ecmf 2t heightAboveGround 2 20260428 0 \n", + "167 ecmf tp surface 0 20260428 0 \n", + "168 ecmf tp surface 0 20260428 0 \n", + "169 ecmf tp surface 0 20260428 0 \n", + "170 ecmf 2t heightAboveGround 2 20260428 0 \n", + "171 ecmf tp surface 0 20260428 0 \n", + "172 ecmf tp surface 0 20260428 0 \n", + "173 ecmf tp surface 0 20260428 0 \n", + "174 ecmf 2t heightAboveGround 2 20260428 0 \n", + "175 ecmf 2t heightAboveGround 2 20260428 0 \n", + "176 ecmf tp surface 0 20260428 0 \n", + "177 ecmf 2t heightAboveGround 2 20260428 0 \n", + "178 ecmf tp surface 0 20260428 0 \n", + "179 ecmf tp surface 0 20260428 0 \n", + "180 ecmf tp surface 0 20260428 0 \n", + "181 ecmf tp surface 0 20260428 0 \n", + "182 ecmf tp surface 0 20260428 0 \n", + "183 ecmf tp surface 0 20260428 0 \n", + "184 ecmf 2t heightAboveGround 2 20260428 0 \n", + "185 ecmf 2t heightAboveGround 2 20260428 0 \n", + "186 ecmf 2t heightAboveGround 2 20260428 0 \n", + "187 ecmf tp surface 0 20260428 0 \n", + "188 ecmf 2t heightAboveGround 2 20260428 0 \n", + "189 ecmf tp surface 0 20260428 0 \n", + "190 ecmf tp surface 0 20260428 0 \n", + "191 ecmf tp surface 0 20260428 0 \n", + "192 ecmf 2t heightAboveGround 2 20260428 0 \n", + "193 ecmf 2t heightAboveGround 2 20260428 0 \n", + "194 ecmf 2t heightAboveGround 2 20260428 0 \n", + "195 ecmf tp surface 0 20260428 0 \n", + "196 ecmf 2t heightAboveGround 2 20260428 0 \n", + "197 ecmf 2t heightAboveGround 2 20260428 0 \n", + "198 ecmf 2t heightAboveGround 2 20260428 0 \n", + "199 ecmf tp surface 0 20260428 0 \n", + "200 ecmf tp surface 0 20260428 0 \n", + "201 ecmf 2t heightAboveGround 2 20260428 0 \n", + "202 ecmf tp surface 0 20260428 0 \n", + "203 ecmf 2t heightAboveGround 2 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 0-21 pf 18 regular_ll \n", + "1 0-21 pf 36 regular_ll \n", + "2 21 pf 23 regular_ll \n", + "3 21 pf 41 regular_ll \n", + "4 0-21 pf 9 regular_ll \n", + "5 0-21 pf 26 regular_ll \n", + "6 21 pf 31 regular_ll \n", + "7 21 pf 5 regular_ll \n", + "8 21 pf 13 regular_ll \n", + "9 0-21 pf 16 regular_ll \n", + "10 0-21 pf 34 regular_ll \n", + "11 21 pf 4 regular_ll \n", + "12 21 pf 21 regular_ll \n", + "13 0-21 pf 24 regular_ll \n", + "14 21 pf 3 regular_ll \n", + "15 21 pf 11 regular_ll \n", + "16 21 pf 38 regular_ll \n", + "17 0-21 pf 32 regular_ll \n", + "18 0-21 pf 14 regular_ll \n", + "19 21 pf 2 regular_ll \n", + "20 0-21 pf 50 regular_ll \n", + "21 21 pf 28 regular_ll \n", + "22 0-21 pf 40 regular_ll \n", + "23 0-21 pf 22 regular_ll \n", + "24 0-21 pf 30 regular_ll \n", + "25 21 pf 1 regular_ll \n", + "26 0-21 pf 12 regular_ll \n", + "27 0-21 pf 49 regular_ll \n", + "28 21 pf 18 regular_ll \n", + "29 21 pf 36 regular_ll \n", + "30 21 pf 9 regular_ll \n", + "31 0-21 pf 20 regular_ll \n", + "32 0-21 pf 39 regular_ll \n", + "33 0-21 pf 10 regular_ll \n", + "34 21 pf 26 regular_ll \n", + "35 0-21 pf 29 regular_ll \n", + "36 21 pf 34 regular_ll \n", + "37 21 pf 16 regular_ll \n", + "38 0-21 pf 19 regular_ll \n", + "39 21 pf 24 regular_ll \n", + "40 0-21 pf 37 regular_ll \n", + "41 0-21 pf 27 regular_ll \n", + "42 21 pf 32 regular_ll \n", + "43 21 pf 50 regular_ll \n", + "44 21 pf 14 regular_ll \n", + "45 21 pf 22 regular_ll \n", + "46 0-21 pf 17 regular_ll \n", + "47 0-21 pf 25 regular_ll \n", + "48 0-21 pf 35 regular_ll \n", + "49 21 pf 40 regular_ll \n", + "50 0-21 pf 33 regular_ll \n", + "51 21 pf 30 regular_ll \n", + "52 0-21 pf 15 regular_ll \n", + "53 21 pf 12 regular_ll \n", + "54 0-21 pf 6 regular_ll \n", + "55 21 pf 20 regular_ll \n", + "56 21 pf 10 regular_ll \n", + "57 0-21 pf 23 regular_ll \n", + "58 21 pf 39 regular_ll \n", + "59 0-21 pf 41 regular_ll \n", + "60 21 pf 29 regular_ll \n", + "61 21 pf 19 regular_ll \n", + "62 21 pf 27 regular_ll \n", + "63 21 pf 37 regular_ll \n", + "64 0-21 pf 31 regular_ll \n", + "65 21 pf 17 regular_ll \n", + "66 0-21 pf 13 regular_ll \n", + "67 0-21 pf 5 regular_ll \n", + "68 21 pf 35 regular_ll \n", + "69 21 pf 25 regular_ll \n", + "70 0-21 pf 21 regular_ll \n", + "71 0-21 pf 4 regular_ll \n", + "72 0-21 pf 3 regular_ll \n", + "73 0-21 pf 11 regular_ll \n", + "74 0-21 pf 38 regular_ll \n", + "75 21 pf 33 regular_ll \n", + "76 21 pf 6 regular_ll \n", + "77 21 pf 15 regular_ll \n", + "78 0-21 pf 2 regular_ll \n", + "79 0-21 pf 28 regular_ll \n", + "80 0-21 pf 1 regular_ll \n", + "81 0-21 pf 44 regular_ll \n", + "82 0-21 pf 7 regular_ll \n", + "83 0-21 pf 42 regular_ll \n", + "84 21 pf 48 regular_ll \n", + "85 21 pf 7 regular_ll \n", + "86 21 pf 44 regular_ll \n", + "87 0-21 pf 47 regular_ll \n", + "88 21 pf 42 regular_ll \n", + "89 0-21 pf 45 regular_ll \n", + "90 0-21 pf 8 regular_ll \n", + "91 0-21 pf 43 regular_ll \n", + "92 21 pf 46 regular_ll \n", + "93 21 pf 49 regular_ll \n", + "94 21 pf 45 regular_ll \n", + "95 21 pf 8 regular_ll \n", + "96 21 pf 43 regular_ll \n", + "97 0-21 pf 48 regular_ll \n", + "98 21 pf 47 regular_ll \n", + "99 0-21 pf 46 regular_ll \n", + "100 0-24 pf 36 regular_ll \n", + "101 0-24 pf 18 regular_ll \n", + "102 24 pf 41 regular_ll \n", + "103 24 pf 23 regular_ll \n", + "104 0-24 pf 9 regular_ll \n", + "105 0-24 pf 26 regular_ll \n", + "106 24 pf 31 regular_ll \n", + "107 24 pf 13 regular_ll \n", + "108 0-24 pf 34 regular_ll \n", + "109 24 pf 5 regular_ll \n", + "110 24 pf 4 regular_ll \n", + "111 24 pf 21 regular_ll \n", + "112 0-24 pf 16 regular_ll \n", + "113 24 pf 3 regular_ll \n", + "114 0-24 pf 24 regular_ll \n", + "115 24 pf 11 regular_ll \n", + "116 0-24 pf 50 regular_ll \n", + "117 0-24 pf 32 regular_ll \n", + "118 24 pf 38 regular_ll \n", + "119 0-24 pf 14 regular_ll \n", + "120 0-24 pf 40 regular_ll \n", + "121 0-24 pf 22 regular_ll \n", + "122 24 pf 2 regular_ll \n", + "123 24 pf 28 regular_ll \n", + "124 0-24 pf 20 regular_ll \n", + "125 24 pf 1 regular_ll \n", + "126 0-24 pf 30 regular_ll \n", + "127 24 pf 36 regular_ll \n", + "128 0-24 pf 39 regular_ll \n", + "129 0-24 pf 12 regular_ll \n", + "130 24 pf 18 regular_ll \n", + "131 24 pf 9 regular_ll \n", + "132 0-24 pf 49 regular_ll \n", + "133 0-24 pf 29 regular_ll \n", + "134 24 pf 26 regular_ll \n", + "135 0-24 pf 10 regular_ll \n", + "136 24 pf 34 regular_ll \n", + "137 0-24 pf 19 regular_ll \n", + "138 24 pf 16 regular_ll \n", + "139 0-24 pf 37 regular_ll \n", + "140 24 pf 24 regular_ll \n", + "141 0-24 pf 27 regular_ll \n", + "142 24 pf 32 regular_ll \n", + "143 24 pf 50 regular_ll \n", + "144 24 pf 14 regular_ll \n", + "145 0-24 pf 35 regular_ll \n", + "146 0-24 pf 17 regular_ll \n", + "147 24 pf 22 regular_ll \n", + "148 24 pf 40 regular_ll \n", + "149 0-24 pf 25 regular_ll \n", + "150 24 pf 12 regular_ll \n", + "151 24 pf 30 regular_ll \n", + "152 0-24 pf 15 regular_ll \n", + "153 0-24 pf 33 regular_ll \n", + "154 24 pf 39 regular_ll \n", + "155 24 pf 20 regular_ll \n", + "156 0-24 pf 6 regular_ll \n", + "157 24 pf 19 regular_ll \n", + "158 24 pf 10 regular_ll \n", + "159 0-24 pf 41 regular_ll \n", + "160 24 pf 29 regular_ll \n", + "161 0-24 pf 23 regular_ll \n", + "162 24 pf 37 regular_ll \n", + "163 24 pf 27 regular_ll \n", + "164 0-24 pf 31 regular_ll \n", + "165 24 pf 17 regular_ll \n", + "166 24 pf 35 regular_ll \n", + "167 0-24 pf 13 regular_ll \n", + "168 0-24 pf 5 regular_ll \n", + "169 0-24 pf 4 regular_ll \n", + "170 24 pf 25 regular_ll \n", + "171 0-24 pf 3 regular_ll \n", + "172 0-24 pf 11 regular_ll \n", + "173 0-24 pf 21 regular_ll \n", + "174 24 pf 33 regular_ll \n", + "175 24 pf 15 regular_ll \n", + "176 0-24 pf 38 regular_ll \n", + "177 24 pf 6 regular_ll \n", + "178 0-24 pf 2 regular_ll \n", + "179 0-24 pf 28 regular_ll \n", + "180 0-24 pf 1 regular_ll \n", + "181 0-24 pf 44 regular_ll \n", + "182 0-24 pf 7 regular_ll \n", + "183 0-24 pf 42 regular_ll \n", + "184 24 pf 48 regular_ll \n", + "185 24 pf 7 regular_ll \n", + "186 24 pf 44 regular_ll \n", + "187 0-24 pf 47 regular_ll \n", + "188 24 pf 42 regular_ll \n", + "189 0-24 pf 45 regular_ll \n", + "190 0-24 pf 8 regular_ll \n", + "191 0-24 pf 43 regular_ll \n", + "192 24 pf 49 regular_ll \n", + "193 24 pf 46 regular_ll \n", + "194 24 pf 45 regular_ll \n", + "195 0-24 pf 48 regular_ll \n", + "196 24 pf 8 regular_ll \n", + "197 24 pf 43 regular_ll \n", + "198 24 pf 47 regular_ll \n", + "199 0-24 pf 46 regular_ll \n", + "200 0-21 fc None regular_ll \n", + "201 21 fc None regular_ll \n", + "202 0-24 fc None regular_ll \n", + "203 24 fc None regular_ll " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8a5b74fa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
2theightAboveGround2202604280241,10,...167odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "t2m = data.select(shortName='2t',step=24)\n", + "t2m.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "681edad9-4fa1-4ad5-8df1-52f48847e427", + "metadata": {}, + "source": [ + "To calculate the probability of 2m temperature being lower than 0°C and total precipitation being greater than 1 mm (0.001 m), we need to mask where these conditions are filled for each ensemble member. \n", + "First, we create an empty fieldset object, then append each mask field to it. \n", + "Finally, we can calculate the probability by calculating the mean of this fieldset and multiplying by 100. \n", + "\n", + "One additional step we need to do here is to calculate the total precipitation between steps 21 and 24, because the raw data has the total precipitation accumulated from the start of the forecast." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "5a993cf2", + "metadata": {}, + "outputs": [], + "source": [ + "mask = mv.Fieldset()\n", + "for number in [None] + list(range(1, 51)):\n", + " t2m_n = t2m.select(number = number,)\n", + " tp_24 = data.select(shortName='tp',step=24, number = number)\n", + " tp_21 = data.select(shortName='tp',step=21, number = number)\n", + " tp_n = tp_24 - tp_21\n", + " m = (t2m_n <= 273.15) & (tp_n >= 0.001)\n", + " mask.append(m)\n", + "\n", + "prob = (mv.mean(mask))*100" + ] + }, + { + "cell_type": "markdown", + "id": "dafd46d2-6988-4012-b03f-4be9fd163853", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "14329398", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "prob_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blup_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Combined probabilities: 2m Temperature < 0C and total precipitation > 1 mm\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-ens-tp-2t\", # specify relative or full path\n", + " output_title = \"medium-ens-tp-2t\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "d6c401db-33bd-4a6a-b5b5-c99f7727a083", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-ens-tp-ws.ipynb b/opencharts/medium-ens-tp-ws.ipynb index 1ed826d..ea25dd7 100644 --- a/opencharts/medium-ens-tp-ws.ipynb +++ b/opencharts/medium-ens-tp-ws.ipynb @@ -1,6081 +1,6069 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "38853673", - "metadata": { - "tags": [ - "open_data", - "probabilities" - ] - }, - "source": [ - "
\n", - "
\n", - "\n", - "# \tCombined probabilities: wind speed >10m/s and total precipitation > 1mm" - ] - }, - { - "cell_type": "markdown", - "id": "1021c665-3367-4187-907b-56150150c647", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-ens-tp-ws \n" - ] - }, - { - "cell_type": "markdown", - "id": "6b309684-6246-4ec6-9eae-32dc718bbbf8", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "dc2a95b5-55bb-4ed6-9b2e-6dd7c78f2220", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "cd17417b", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 3 parameters :\n", - "\n", - "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228)\n", - "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", - "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" - ] - }, - { - "cell_type": "markdown", - "id": "65228bdf-8506-4758-9e77-9a4b29bb5cee", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "97418925-2ec6-4187-9498-b873a82c3206", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "f561dd57-6865-4130-8a44-bdd81d6cb68c", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "f561dd57-6865-4130-8a44-bdd81d6cb68c", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "2435b085-2d29-4715-8bed-9d66f613b341", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "4b19ac2b", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "29fcc5f3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-ens-tp-ws.grib'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['10u','10v','tp']\n", - "filename = 'medium-ens-tp-ws.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "8a78b44c-68d7-43b0-8ba1-47bc9d5aeb9e", - "metadata": {}, - "source": [ - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as the control forecast. \n", - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4e6e44b2", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - ": 0%| | 0.00/238M [00:00" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=[21,24],\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "1ef9138d", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "5f1ac1a4", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "d945fa28", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "f0ee89c6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround1020250226021,240,1,...165odenfocf,pf0001
10vheightAboveGround1020250226021,240,1,...166odenfocf,pf0001
tpsurface020250226021,240,1,...228odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "06be44d9-1766-4f21-81f1-e6f2b02131a5", - "metadata": {}, - "source": [ - "And an overview of one parameter, where we can see more information, such as units or type of level." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "ee78df38-8d38-495d-8f6a-bbaf2db55c4f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortNametp
nameTotal precipitation
paramId228
unitsm
typeOfLevelsurface
level0
date20250226
time0
step21,24
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamenfo
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('tp')" - ] - }, - { - "cell_type": "markdown", - "id": "138808a1", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "c6b4a817", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf10uheightAboveGround1020250226021pf35regular_ll
1ecmftpsurface02025022600-21pf36regular_ll
2ecmftpsurface02025022600-21pf21regular_ll
3ecmftpsurface02025022600-21pf18regular_ll
4ecmf10uheightAboveGround1020250226021pf20regular_ll
5ecmf10uheightAboveGround1020250226021pf39regular_ll
6ecmftpsurface02025022600-21pf4regular_ll
7ecmf10uheightAboveGround1020250226021pf17regular_ll
8ecmf10uheightAboveGround1020250226021pf28regular_ll
9ecmf10uheightAboveGround1020250226021pf24regular_ll
10ecmftpsurface02025022600-21pf25regular_ll
11ecmf10uheightAboveGround1020250226021pf31regular_ll
12ecmftpsurface02025022600-21pf32regular_ll
13ecmf10uheightAboveGround1020250226021pf13regular_ll
14ecmf10uheightAboveGround1020250226021pf5regular_ll
15ecmftpsurface02025022600-21pf9regular_ll
16ecmf10uheightAboveGround1020250226021pf1regular_ll
17ecmftpsurface02025022600-21pf29regular_ll
18ecmf10vheightAboveGround1020250226021pf35regular_ll
19ecmf10vheightAboveGround1020250226021pf39regular_ll
20ecmftpsurface02025022600-21pf50regular_ll
21ecmf10vheightAboveGround1020250226021pf20regular_ll
22ecmf10vheightAboveGround1020250226021pf17regular_ll
23ecmftpsurface02025022600-21pf14regular_ll
24ecmftpsurface02025022600-21pf10regular_ll
25ecmf10vheightAboveGround1020250226021pf28regular_ll
26ecmf10vheightAboveGround1020250226021pf24regular_ll
27ecmf10vheightAboveGround1020250226021pf5regular_ll
28ecmf10vheightAboveGround1020250226021pf31regular_ll
29ecmf10vheightAboveGround1020250226021pf1regular_ll
30ecmf10vheightAboveGround1020250226021pf13regular_ll
31ecmf10uheightAboveGround1020250226021pf36regular_ll
32ecmftpsurface02025022600-21pf37regular_ll
33ecmftpsurface02025022600-21pf22regular_ll
34ecmf10uheightAboveGround1020250226021pf14regular_ll
35ecmf10uheightAboveGround1020250226021pf4regular_ll
36ecmftpsurface02025022600-21pf40regular_ll
37ecmf10uheightAboveGround1020250226021pf18regular_ll
38ecmf10uheightAboveGround1020250226021pf29regular_ll
39ecmf10uheightAboveGround1020250226021pf9regular_ll
40ecmftpsurface02025022600-21pf15regular_ll
41ecmftpsurface02025022600-21pf3regular_ll
42ecmf10uheightAboveGround1020250226021pf10regular_ll
43ecmf10uheightAboveGround1020250226021pf32regular_ll
44ecmf10uheightAboveGround1020250226021pf50regular_ll
45ecmftpsurface02025022600-21pf19regular_ll
46ecmf10uheightAboveGround1020250226021pf25regular_ll
47ecmftpsurface02025022600-21pf26regular_ll
48ecmftpsurface02025022600-21pf33regular_ll
49ecmf10vheightAboveGround1020250226021pf36regular_ll
50ecmf10vheightAboveGround1020250226021pf14regular_ll
51ecmf10uheightAboveGround1020250226021pf21regular_ll
52ecmftpsurface02025022600-21cf0regular_ll
53ecmf10vheightAboveGround1020250226021pf4regular_ll
54ecmftpsurface02025022600-21pf6regular_ll
55ecmf10vheightAboveGround1020250226021pf18regular_ll
56ecmftpsurface02025022600-21pf11regular_ll
57ecmf10vheightAboveGround1020250226021pf29regular_ll
58ecmf10vheightAboveGround1020250226021pf9regular_ll
59ecmf10vheightAboveGround1020250226021pf10regular_ll
60ecmf10vheightAboveGround1020250226021pf32regular_ll
61ecmf10vheightAboveGround1020250226021pf50regular_ll
62ecmf10vheightAboveGround1020250226021pf25regular_ll
63ecmf10vheightAboveGround1020250226021pf21regular_ll
64ecmf10uheightAboveGround1020250226021cf0regular_ll
65ecmf10uheightAboveGround1020250226021pf3regular_ll
66ecmf10uheightAboveGround1020250226021pf22regular_ll
67ecmf10uheightAboveGround1020250226021pf19regular_ll
68ecmf10uheightAboveGround1020250226021pf15regular_ll
69ecmf10uheightAboveGround1020250226021pf11regular_ll
70ecmf10uheightAboveGround1020250226021pf6regular_ll
71ecmf10uheightAboveGround1020250226021pf26regular_ll
72ecmf10uheightAboveGround1020250226021pf33regular_ll
73ecmf10uheightAboveGround1020250226021pf37regular_ll
74ecmf10uheightAboveGround1020250226021pf40regular_ll
75ecmf10vheightAboveGround1020250226021pf22regular_ll
76ecmf10vheightAboveGround1020250226021pf19regular_ll
77ecmf10vheightAboveGround1020250226021pf3regular_ll
78ecmf10vheightAboveGround1020250226021pf15regular_ll
79ecmf10vheightAboveGround1020250226021pf11regular_ll
80ecmf10vheightAboveGround1020250226021cf0regular_ll
81ecmf10vheightAboveGround1020250226021pf6regular_ll
82ecmf10vheightAboveGround1020250226021pf26regular_ll
83ecmf10vheightAboveGround1020250226021pf33regular_ll
84ecmf10vheightAboveGround1020250226021pf37regular_ll
85ecmftpsurface02025022600-21pf49regular_ll
86ecmf10vheightAboveGround1020250226021pf40regular_ll
87ecmftpsurface02025022600-21pf38regular_ll
88ecmftpsurface02025022600-21pf12regular_ll
89ecmftpsurface02025022600-21pf34regular_ll
90ecmftpsurface02025022600-21pf2regular_ll
91ecmftpsurface02025022600-21pf16regular_ll
92ecmftpsurface02025022600-21pf23regular_ll
93ecmftpsurface02025022600-21pf30regular_ll
94ecmftpsurface02025022600-21pf27regular_ll
95ecmf10uheightAboveGround1020250226021pf16regular_ll
96ecmf10uheightAboveGround1020250226021pf12regular_ll
97ecmf10uheightAboveGround1020250226021pf2regular_ll
98ecmf10vheightAboveGround1020250226021pf16regular_ll
99ecmf10uheightAboveGround1020250226021pf38regular_ll
100ecmf10uheightAboveGround1020250226021pf30regular_ll
101ecmf10uheightAboveGround1020250226021pf23regular_ll
102ecmf10uheightAboveGround1020250226021pf41regular_ll
103ecmf10uheightAboveGround1020250226021pf27regular_ll
104ecmf10uheightAboveGround1020250226021pf49regular_ll
105ecmf10vheightAboveGround1020250226021pf12regular_ll
106ecmf10vheightAboveGround1020250226021pf2regular_ll
107ecmf10uheightAboveGround1020250226021pf34regular_ll
108ecmf10uheightAboveGround1020250226021pf7regular_ll
109ecmf10vheightAboveGround1020250226021pf38regular_ll
110ecmf10vheightAboveGround1020250226021pf30regular_ll
111ecmf10vheightAboveGround1020250226021pf41regular_ll
112ecmf10vheightAboveGround1020250226021pf23regular_ll
113ecmf10vheightAboveGround1020250226021pf49regular_ll
114ecmf10vheightAboveGround1020250226021pf27regular_ll
115ecmftpsurface02025022600-21pf39regular_ll
116ecmftpsurface02025022600-21pf35regular_ll
117ecmf10vheightAboveGround1020250226021pf34regular_ll
118ecmftpsurface02025022600-21pf20regular_ll
119ecmf10vheightAboveGround1020250226021pf7regular_ll
120ecmftpsurface02025022600-21pf17regular_ll
121ecmftpsurface02025022600-21pf28regular_ll
122ecmftpsurface02025022600-21pf24regular_ll
123ecmftpsurface02025022600-21pf5regular_ll
124ecmftpsurface02025022600-21pf1regular_ll
125ecmftpsurface02025022600-21pf13regular_ll
126ecmftpsurface02025022600-21pf31regular_ll
127ecmf10uheightAboveGround1020250226021pf8regular_ll
128ecmf10vheightAboveGround1020250226021pf8regular_ll
129ecmftpsurface02025022600-21pf43regular_ll
130ecmf10uheightAboveGround1020250226021pf42regular_ll
131ecmftpsurface02025022600-21pf47regular_ll
132ecmf10vheightAboveGround1020250226021pf42regular_ll
133ecmf10uheightAboveGround1020250226021pf43regular_ll
134ecmf10vheightAboveGround1020250226021pf43regular_ll
135ecmftpsurface02025022600-21pf44regular_ll
136ecmf10uheightAboveGround1020250226021pf47regular_ll
137ecmf10vheightAboveGround1020250226021pf47regular_ll
138ecmftpsurface02025022600-21pf48regular_ll
139ecmf10uheightAboveGround1020250226021pf46regular_ll
140ecmf10vheightAboveGround1020250226021pf46regular_ll
141ecmf10uheightAboveGround1020250226021pf44regular_ll
142ecmftpsurface02025022600-21pf7regular_ll
143ecmf10vheightAboveGround1020250226021pf44regular_ll
144ecmf10uheightAboveGround1020250226021pf48regular_ll
145ecmftpsurface02025022600-21pf41regular_ll
146ecmf10vheightAboveGround1020250226021pf48regular_ll
147ecmftpsurface02025022600-21pf45regular_ll
148ecmftpsurface02025022600-21pf8regular_ll
149ecmf10uheightAboveGround1020250226021pf45regular_ll
150ecmftpsurface02025022600-21pf42regular_ll
151ecmf10vheightAboveGround1020250226021pf45regular_ll
152ecmftpsurface02025022600-21pf46regular_ll
153ecmf10uheightAboveGround1020250226024pf35regular_ll
154ecmf10uheightAboveGround1020250226024pf28regular_ll
155ecmf10uheightAboveGround1020250226024pf24regular_ll
156ecmf10uheightAboveGround1020250226024pf39regular_ll
157ecmf10uheightAboveGround1020250226024pf13regular_ll
158ecmf10uheightAboveGround1020250226024pf31regular_ll
159ecmf10uheightAboveGround1020250226024pf17regular_ll
160ecmf10uheightAboveGround1020250226024pf20regular_ll
161ecmftpsurface02025022600-24pf36regular_ll
162ecmftpsurface02025022600-24pf21regular_ll
163ecmf10uheightAboveGround1020250226024pf5regular_ll
164ecmftpsurface02025022600-24pf14regular_ll
165ecmf10uheightAboveGround1020250226024pf1regular_ll
166ecmftpsurface02025022600-24pf25regular_ll
167ecmftpsurface02025022600-24pf18regular_ll
168ecmftpsurface02025022600-24pf4regular_ll
169ecmftpsurface02025022600-24pf29regular_ll
170ecmftpsurface02025022600-24pf9regular_ll
171ecmftpsurface02025022600-24pf32regular_ll
172ecmftpsurface02025022600-24pf10regular_ll
173ecmf10vheightAboveGround1020250226024pf28regular_ll
174ecmf10vheightAboveGround1020250226024pf24regular_ll
175ecmf10vheightAboveGround1020250226024pf39regular_ll
176ecmf10vheightAboveGround1020250226024pf35regular_ll
177ecmf10vheightAboveGround1020250226024pf31regular_ll
178ecmf10vheightAboveGround1020250226024pf13regular_ll
179ecmf10vheightAboveGround1020250226024pf17regular_ll
180ecmftpsurface02025022600-24pf50regular_ll
181ecmf10vheightAboveGround1020250226024pf20regular_ll
182ecmf10vheightAboveGround1020250226024pf5regular_ll
183ecmf10vheightAboveGround1020250226024pf1regular_ll
184ecmf10uheightAboveGround1020250226024pf36regular_ll
185ecmf10uheightAboveGround1020250226024pf21regular_ll
186ecmf10uheightAboveGround1020250226024pf4regular_ll
187ecmf10uheightAboveGround1020250226024pf50regular_ll
188ecmf10uheightAboveGround1020250226024pf29regular_ll
189ecmftpsurface02025022600-24pf11regular_ll
190ecmf10uheightAboveGround1020250226024pf9regular_ll
191ecmf10uheightAboveGround1020250226024pf14regular_ll
192ecmf10uheightAboveGround1020250226024pf32regular_ll
193ecmf10uheightAboveGround1020250226024pf25regular_ll
194ecmf10uheightAboveGround1020250226024pf10regular_ll
195ecmftpsurface02025022600-24pf37regular_ll
196ecmf10uheightAboveGround1020250226024pf18regular_ll
197ecmf10vheightAboveGround1020250226024pf36regular_ll
198ecmftpsurface02025022600-24pf33regular_ll
199ecmftpsurface02025022600-24pf15regular_ll
200ecmftpsurface02025022600-24pf19regular_ll
201ecmftpsurface02025022600-24pf26regular_ll
202ecmftpsurface02025022600-24pf40regular_ll
203ecmftpsurface02025022600-24pf22regular_ll
204ecmf10vheightAboveGround1020250226024pf21regular_ll
205ecmf10vheightAboveGround1020250226024pf29regular_ll
206ecmf10vheightAboveGround1020250226024pf4regular_ll
207ecmftpsurface02025022600-24pf3regular_ll
208ecmf10vheightAboveGround1020250226024pf50regular_ll
209ecmf10vheightAboveGround1020250226024pf9regular_ll
210ecmf10vheightAboveGround1020250226024pf14regular_ll
211ecmftpsurface02025022600-24cf0regular_ll
212ecmf10vheightAboveGround1020250226024pf32regular_ll
213ecmf10vheightAboveGround1020250226024pf10regular_ll
214ecmf10vheightAboveGround1020250226024pf25regular_ll
215ecmftpsurface02025022600-24pf6regular_ll
216ecmf10vheightAboveGround1020250226024pf18regular_ll
217ecmf10uheightAboveGround1020250226024pf3regular_ll
218ecmf10uheightAboveGround1020250226024pf37regular_ll
219ecmf10uheightAboveGround1020250226024pf6regular_ll
220ecmf10uheightAboveGround1020250226024pf19regular_ll
221ecmf10uheightAboveGround1020250226024pf40regular_ll
222ecmf10uheightAboveGround1020250226024pf22regular_ll
223ecmf10uheightAboveGround1020250226024pf15regular_ll
224ecmf10uheightAboveGround1020250226024pf33regular_ll
225ecmf10uheightAboveGround1020250226024pf26regular_ll
226ecmf10uheightAboveGround1020250226024cf0regular_ll
227ecmf10uheightAboveGround1020250226024pf11regular_ll
228ecmf10vheightAboveGround1020250226024pf3regular_ll
229ecmf10vheightAboveGround1020250226024pf37regular_ll
230ecmf10vheightAboveGround1020250226024pf6regular_ll
231ecmf10vheightAboveGround1020250226024pf19regular_ll
232ecmf10vheightAboveGround1020250226024pf22regular_ll
233ecmf10vheightAboveGround1020250226024pf15regular_ll
234ecmf10vheightAboveGround1020250226024pf40regular_ll
235ecmf10vheightAboveGround1020250226024pf33regular_ll
236ecmf10vheightAboveGround1020250226024pf26regular_ll
237ecmf10vheightAboveGround1020250226024cf0regular_ll
238ecmf10vheightAboveGround1020250226024pf11regular_ll
239ecmftpsurface02025022600-24pf34regular_ll
240ecmftpsurface02025022600-24pf12regular_ll
241ecmftpsurface02025022600-24pf38regular_ll
242ecmftpsurface02025022600-24pf27regular_ll
243ecmftpsurface02025022600-24pf30regular_ll
244ecmftpsurface02025022600-24pf49regular_ll
245ecmftpsurface02025022600-24pf23regular_ll
246ecmftpsurface02025022600-24pf16regular_ll
247ecmftpsurface02025022600-24pf2regular_ll
248ecmf10uheightAboveGround1020250226024pf38regular_ll
249ecmf10uheightAboveGround1020250226024pf16regular_ll
250ecmf10uheightAboveGround1020250226024pf2regular_ll
251ecmf10vheightAboveGround1020250226024pf38regular_ll
252ecmf10uheightAboveGround1020250226024pf30regular_ll
253ecmf10uheightAboveGround1020250226024pf23regular_ll
254ecmf10uheightAboveGround1020250226024pf49regular_ll
255ecmf10uheightAboveGround1020250226024pf34regular_ll
256ecmf10uheightAboveGround1020250226024pf27regular_ll
257ecmf10uheightAboveGround1020250226024pf7regular_ll
258ecmf10uheightAboveGround1020250226024pf12regular_ll
259ecmf10vheightAboveGround1020250226024pf16regular_ll
260ecmf10uheightAboveGround1020250226024pf41regular_ll
261ecmf10vheightAboveGround1020250226024pf2regular_ll
262ecmf10vheightAboveGround1020250226024pf30regular_ll
263ecmf10vheightAboveGround1020250226024pf23regular_ll
264ecmf10vheightAboveGround1020250226024pf49regular_ll
265ecmf10vheightAboveGround1020250226024pf34regular_ll
266ecmf10vheightAboveGround1020250226024pf27regular_ll
267ecmf10vheightAboveGround1020250226024pf7regular_ll
268ecmf10vheightAboveGround1020250226024pf12regular_ll
269ecmftpsurface02025022600-24pf24regular_ll
270ecmftpsurface02025022600-24pf35regular_ll
271ecmftpsurface02025022600-24pf39regular_ll
272ecmf10vheightAboveGround1020250226024pf41regular_ll
273ecmftpsurface02025022600-24pf28regular_ll
274ecmftpsurface02025022600-24pf31regular_ll
275ecmftpsurface02025022600-24pf13regular_ll
276ecmftpsurface02025022600-24pf5regular_ll
277ecmftpsurface02025022600-24pf1regular_ll
278ecmftpsurface02025022600-24pf17regular_ll
279ecmftpsurface02025022600-24pf20regular_ll
280ecmf10uheightAboveGround1020250226024pf8regular_ll
281ecmf10vheightAboveGround1020250226024pf8regular_ll
282ecmf10uheightAboveGround1020250226024pf42regular_ll
283ecmftpsurface02025022600-24pf43regular_ll
284ecmf10vheightAboveGround1020250226024pf42regular_ll
285ecmftpsurface02025022600-24pf47regular_ll
286ecmf10uheightAboveGround1020250226024pf43regular_ll
287ecmf10vheightAboveGround1020250226024pf43regular_ll
288ecmf10uheightAboveGround1020250226024pf47regular_ll
289ecmftpsurface02025022600-24pf44regular_ll
290ecmf10vheightAboveGround1020250226024pf47regular_ll
291ecmftpsurface02025022600-24pf48regular_ll
292ecmf10uheightAboveGround1020250226024pf46regular_ll
293ecmf10vheightAboveGround1020250226024pf46regular_ll
294ecmf10uheightAboveGround1020250226024pf44regular_ll
295ecmftpsurface02025022600-24pf7regular_ll
296ecmf10vheightAboveGround1020250226024pf44regular_ll
297ecmf10uheightAboveGround1020250226024pf48regular_ll
298ecmftpsurface02025022600-24pf41regular_ll
299ecmf10vheightAboveGround1020250226024pf48regular_ll
300ecmftpsurface02025022600-24pf45regular_ll
301ecmf10uheightAboveGround1020250226024pf45regular_ll
302ecmftpsurface02025022600-24pf8regular_ll
303ecmftpsurface02025022600-24pf42regular_ll
304ecmf10vheightAboveGround1020250226024pf45regular_ll
305ecmftpsurface02025022600-24pf46regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf 10u heightAboveGround 10 20250226 0 \n", - "1 ecmf tp surface 0 20250226 0 \n", - "2 ecmf tp surface 0 20250226 0 \n", - "3 ecmf tp surface 0 20250226 0 \n", - "4 ecmf 10u heightAboveGround 10 20250226 0 \n", - "5 ecmf 10u heightAboveGround 10 20250226 0 \n", - "6 ecmf tp surface 0 20250226 0 \n", - "7 ecmf 10u heightAboveGround 10 20250226 0 \n", - "8 ecmf 10u heightAboveGround 10 20250226 0 \n", - "9 ecmf 10u heightAboveGround 10 20250226 0 \n", - "10 ecmf tp surface 0 20250226 0 \n", - "11 ecmf 10u heightAboveGround 10 20250226 0 \n", - "12 ecmf tp surface 0 20250226 0 \n", - "13 ecmf 10u heightAboveGround 10 20250226 0 \n", - "14 ecmf 10u heightAboveGround 10 20250226 0 \n", - "15 ecmf tp surface 0 20250226 0 \n", - "16 ecmf 10u heightAboveGround 10 20250226 0 \n", - "17 ecmf tp surface 0 20250226 0 \n", - "18 ecmf 10v heightAboveGround 10 20250226 0 \n", - "19 ecmf 10v heightAboveGround 10 20250226 0 \n", - "20 ecmf tp surface 0 20250226 0 \n", - "21 ecmf 10v heightAboveGround 10 20250226 0 \n", - "22 ecmf 10v heightAboveGround 10 20250226 0 \n", - "23 ecmf tp surface 0 20250226 0 \n", - "24 ecmf tp surface 0 20250226 0 \n", - "25 ecmf 10v heightAboveGround 10 20250226 0 \n", - "26 ecmf 10v heightAboveGround 10 20250226 0 \n", - "27 ecmf 10v heightAboveGround 10 20250226 0 \n", - "28 ecmf 10v heightAboveGround 10 20250226 0 \n", - "29 ecmf 10v heightAboveGround 10 20250226 0 \n", - "30 ecmf 10v heightAboveGround 10 20250226 0 \n", - "31 ecmf 10u heightAboveGround 10 20250226 0 \n", - "32 ecmf tp surface 0 20250226 0 \n", - "33 ecmf tp surface 0 20250226 0 \n", - "34 ecmf 10u heightAboveGround 10 20250226 0 \n", - "35 ecmf 10u heightAboveGround 10 20250226 0 \n", - "36 ecmf tp surface 0 20250226 0 \n", - "37 ecmf 10u heightAboveGround 10 20250226 0 \n", - "38 ecmf 10u heightAboveGround 10 20250226 0 \n", - "39 ecmf 10u heightAboveGround 10 20250226 0 \n", - "40 ecmf tp surface 0 20250226 0 \n", - "41 ecmf tp surface 0 20250226 0 \n", - "42 ecmf 10u heightAboveGround 10 20250226 0 \n", - "43 ecmf 10u heightAboveGround 10 20250226 0 \n", - "44 ecmf 10u heightAboveGround 10 20250226 0 \n", - "45 ecmf tp surface 0 20250226 0 \n", - "46 ecmf 10u heightAboveGround 10 20250226 0 \n", - "47 ecmf tp surface 0 20250226 0 \n", - "48 ecmf tp surface 0 20250226 0 \n", - "49 ecmf 10v heightAboveGround 10 20250226 0 \n", - "50 ecmf 10v heightAboveGround 10 20250226 0 \n", - "51 ecmf 10u heightAboveGround 10 20250226 0 \n", - "52 ecmf tp surface 0 20250226 0 \n", - "53 ecmf 10v heightAboveGround 10 20250226 0 \n", - "54 ecmf tp surface 0 20250226 0 \n", - "55 ecmf 10v heightAboveGround 10 20250226 0 \n", - "56 ecmf tp surface 0 20250226 0 \n", - "57 ecmf 10v heightAboveGround 10 20250226 0 \n", - "58 ecmf 10v heightAboveGround 10 20250226 0 \n", - "59 ecmf 10v heightAboveGround 10 20250226 0 \n", - "60 ecmf 10v heightAboveGround 10 20250226 0 \n", - "61 ecmf 10v heightAboveGround 10 20250226 0 \n", - "62 ecmf 10v heightAboveGround 10 20250226 0 \n", - "63 ecmf 10v heightAboveGround 10 20250226 0 \n", - "64 ecmf 10u heightAboveGround 10 20250226 0 \n", - "65 ecmf 10u heightAboveGround 10 20250226 0 \n", - "66 ecmf 10u heightAboveGround 10 20250226 0 \n", - "67 ecmf 10u heightAboveGround 10 20250226 0 \n", - "68 ecmf 10u heightAboveGround 10 20250226 0 \n", - "69 ecmf 10u heightAboveGround 10 20250226 0 \n", - "70 ecmf 10u heightAboveGround 10 20250226 0 \n", - "71 ecmf 10u heightAboveGround 10 20250226 0 \n", - "72 ecmf 10u heightAboveGround 10 20250226 0 \n", - "73 ecmf 10u heightAboveGround 10 20250226 0 \n", - "74 ecmf 10u heightAboveGround 10 20250226 0 \n", - "75 ecmf 10v heightAboveGround 10 20250226 0 \n", - "76 ecmf 10v heightAboveGround 10 20250226 0 \n", - "77 ecmf 10v heightAboveGround 10 20250226 0 \n", - "78 ecmf 10v heightAboveGround 10 20250226 0 \n", - "79 ecmf 10v heightAboveGround 10 20250226 0 \n", - "80 ecmf 10v heightAboveGround 10 20250226 0 \n", - "81 ecmf 10v heightAboveGround 10 20250226 0 \n", - "82 ecmf 10v heightAboveGround 10 20250226 0 \n", - "83 ecmf 10v heightAboveGround 10 20250226 0 \n", - "84 ecmf 10v heightAboveGround 10 20250226 0 \n", - "85 ecmf tp surface 0 20250226 0 \n", - "86 ecmf 10v heightAboveGround 10 20250226 0 \n", - "87 ecmf tp surface 0 20250226 0 \n", - "88 ecmf tp surface 0 20250226 0 \n", - "89 ecmf tp surface 0 20250226 0 \n", - "90 ecmf tp surface 0 20250226 0 \n", - "91 ecmf tp surface 0 20250226 0 \n", - "92 ecmf tp surface 0 20250226 0 \n", - "93 ecmf tp surface 0 20250226 0 \n", - "94 ecmf tp surface 0 20250226 0 \n", - "95 ecmf 10u heightAboveGround 10 20250226 0 \n", - "96 ecmf 10u heightAboveGround 10 20250226 0 \n", - "97 ecmf 10u heightAboveGround 10 20250226 0 \n", - "98 ecmf 10v heightAboveGround 10 20250226 0 \n", - "99 ecmf 10u heightAboveGround 10 20250226 0 \n", - "100 ecmf 10u heightAboveGround 10 20250226 0 \n", - "101 ecmf 10u heightAboveGround 10 20250226 0 \n", - "102 ecmf 10u heightAboveGround 10 20250226 0 \n", - "103 ecmf 10u heightAboveGround 10 20250226 0 \n", - "104 ecmf 10u heightAboveGround 10 20250226 0 \n", - "105 ecmf 10v heightAboveGround 10 20250226 0 \n", - "106 ecmf 10v heightAboveGround 10 20250226 0 \n", - "107 ecmf 10u heightAboveGround 10 20250226 0 \n", - "108 ecmf 10u heightAboveGround 10 20250226 0 \n", - "109 ecmf 10v heightAboveGround 10 20250226 0 \n", - "110 ecmf 10v heightAboveGround 10 20250226 0 \n", - "111 ecmf 10v heightAboveGround 10 20250226 0 \n", - "112 ecmf 10v heightAboveGround 10 20250226 0 \n", - "113 ecmf 10v heightAboveGround 10 20250226 0 \n", - "114 ecmf 10v heightAboveGround 10 20250226 0 \n", - "115 ecmf tp surface 0 20250226 0 \n", - "116 ecmf tp surface 0 20250226 0 \n", - "117 ecmf 10v heightAboveGround 10 20250226 0 \n", - "118 ecmf tp surface 0 20250226 0 \n", - "119 ecmf 10v heightAboveGround 10 20250226 0 \n", - "120 ecmf tp surface 0 20250226 0 \n", - "121 ecmf tp surface 0 20250226 0 \n", - "122 ecmf tp surface 0 20250226 0 \n", - "123 ecmf tp surface 0 20250226 0 \n", - "124 ecmf tp surface 0 20250226 0 \n", - "125 ecmf tp surface 0 20250226 0 \n", - "126 ecmf tp surface 0 20250226 0 \n", - "127 ecmf 10u heightAboveGround 10 20250226 0 \n", - "128 ecmf 10v heightAboveGround 10 20250226 0 \n", - "129 ecmf tp surface 0 20250226 0 \n", - "130 ecmf 10u heightAboveGround 10 20250226 0 \n", - "131 ecmf tp surface 0 20250226 0 \n", - "132 ecmf 10v heightAboveGround 10 20250226 0 \n", - "133 ecmf 10u heightAboveGround 10 20250226 0 \n", - "134 ecmf 10v heightAboveGround 10 20250226 0 \n", - "135 ecmf tp surface 0 20250226 0 \n", - "136 ecmf 10u heightAboveGround 10 20250226 0 \n", - "137 ecmf 10v heightAboveGround 10 20250226 0 \n", - "138 ecmf tp surface 0 20250226 0 \n", - "139 ecmf 10u heightAboveGround 10 20250226 0 \n", - "140 ecmf 10v heightAboveGround 10 20250226 0 \n", - "141 ecmf 10u heightAboveGround 10 20250226 0 \n", - "142 ecmf tp surface 0 20250226 0 \n", - "143 ecmf 10v heightAboveGround 10 20250226 0 \n", - "144 ecmf 10u heightAboveGround 10 20250226 0 \n", - "145 ecmf tp surface 0 20250226 0 \n", - "146 ecmf 10v heightAboveGround 10 20250226 0 \n", - "147 ecmf tp surface 0 20250226 0 \n", - "148 ecmf tp surface 0 20250226 0 \n", - "149 ecmf 10u heightAboveGround 10 20250226 0 \n", - "150 ecmf tp surface 0 20250226 0 \n", - "151 ecmf 10v heightAboveGround 10 20250226 0 \n", - "152 ecmf tp surface 0 20250226 0 \n", - "153 ecmf 10u heightAboveGround 10 20250226 0 \n", - "154 ecmf 10u heightAboveGround 10 20250226 0 \n", - "155 ecmf 10u heightAboveGround 10 20250226 0 \n", - "156 ecmf 10u heightAboveGround 10 20250226 0 \n", - "157 ecmf 10u heightAboveGround 10 20250226 0 \n", - "158 ecmf 10u heightAboveGround 10 20250226 0 \n", - "159 ecmf 10u heightAboveGround 10 20250226 0 \n", - "160 ecmf 10u heightAboveGround 10 20250226 0 \n", - "161 ecmf tp surface 0 20250226 0 \n", - "162 ecmf tp surface 0 20250226 0 \n", - "163 ecmf 10u heightAboveGround 10 20250226 0 \n", - "164 ecmf tp surface 0 20250226 0 \n", - "165 ecmf 10u heightAboveGround 10 20250226 0 \n", - "166 ecmf tp surface 0 20250226 0 \n", - "167 ecmf tp surface 0 20250226 0 \n", - "168 ecmf tp surface 0 20250226 0 \n", - "169 ecmf tp surface 0 20250226 0 \n", - "170 ecmf tp surface 0 20250226 0 \n", - "171 ecmf tp surface 0 20250226 0 \n", - "172 ecmf tp surface 0 20250226 0 \n", - "173 ecmf 10v heightAboveGround 10 20250226 0 \n", - "174 ecmf 10v heightAboveGround 10 20250226 0 \n", - "175 ecmf 10v heightAboveGround 10 20250226 0 \n", - "176 ecmf 10v heightAboveGround 10 20250226 0 \n", - "177 ecmf 10v heightAboveGround 10 20250226 0 \n", - "178 ecmf 10v heightAboveGround 10 20250226 0 \n", - "179 ecmf 10v heightAboveGround 10 20250226 0 \n", - "180 ecmf tp surface 0 20250226 0 \n", - "181 ecmf 10v heightAboveGround 10 20250226 0 \n", - "182 ecmf 10v heightAboveGround 10 20250226 0 \n", - "183 ecmf 10v heightAboveGround 10 20250226 0 \n", - "184 ecmf 10u heightAboveGround 10 20250226 0 \n", - "185 ecmf 10u heightAboveGround 10 20250226 0 \n", - "186 ecmf 10u heightAboveGround 10 20250226 0 \n", - "187 ecmf 10u heightAboveGround 10 20250226 0 \n", - "188 ecmf 10u heightAboveGround 10 20250226 0 \n", - "189 ecmf tp surface 0 20250226 0 \n", - "190 ecmf 10u heightAboveGround 10 20250226 0 \n", - "191 ecmf 10u heightAboveGround 10 20250226 0 \n", - "192 ecmf 10u heightAboveGround 10 20250226 0 \n", - "193 ecmf 10u heightAboveGround 10 20250226 0 \n", - "194 ecmf 10u heightAboveGround 10 20250226 0 \n", - "195 ecmf tp surface 0 20250226 0 \n", - "196 ecmf 10u heightAboveGround 10 20250226 0 \n", - "197 ecmf 10v heightAboveGround 10 20250226 0 \n", - "198 ecmf tp surface 0 20250226 0 \n", - "199 ecmf tp surface 0 20250226 0 \n", - "200 ecmf tp surface 0 20250226 0 \n", - "201 ecmf tp surface 0 20250226 0 \n", - "202 ecmf tp surface 0 20250226 0 \n", - "203 ecmf tp surface 0 20250226 0 \n", - "204 ecmf 10v heightAboveGround 10 20250226 0 \n", - "205 ecmf 10v heightAboveGround 10 20250226 0 \n", - "206 ecmf 10v heightAboveGround 10 20250226 0 \n", - "207 ecmf tp surface 0 20250226 0 \n", - "208 ecmf 10v heightAboveGround 10 20250226 0 \n", - "209 ecmf 10v heightAboveGround 10 20250226 0 \n", - "210 ecmf 10v heightAboveGround 10 20250226 0 \n", - "211 ecmf tp surface 0 20250226 0 \n", - "212 ecmf 10v heightAboveGround 10 20250226 0 \n", - "213 ecmf 10v heightAboveGround 10 20250226 0 \n", - "214 ecmf 10v heightAboveGround 10 20250226 0 \n", - "215 ecmf tp surface 0 20250226 0 \n", - "216 ecmf 10v heightAboveGround 10 20250226 0 \n", - "217 ecmf 10u heightAboveGround 10 20250226 0 \n", - "218 ecmf 10u heightAboveGround 10 20250226 0 \n", - "219 ecmf 10u heightAboveGround 10 20250226 0 \n", - "220 ecmf 10u heightAboveGround 10 20250226 0 \n", - "221 ecmf 10u heightAboveGround 10 20250226 0 \n", - "222 ecmf 10u heightAboveGround 10 20250226 0 \n", - "223 ecmf 10u heightAboveGround 10 20250226 0 \n", - "224 ecmf 10u heightAboveGround 10 20250226 0 \n", - "225 ecmf 10u heightAboveGround 10 20250226 0 \n", - "226 ecmf 10u heightAboveGround 10 20250226 0 \n", - "227 ecmf 10u heightAboveGround 10 20250226 0 \n", - "228 ecmf 10v heightAboveGround 10 20250226 0 \n", - "229 ecmf 10v heightAboveGround 10 20250226 0 \n", - "230 ecmf 10v heightAboveGround 10 20250226 0 \n", - "231 ecmf 10v heightAboveGround 10 20250226 0 \n", - "232 ecmf 10v heightAboveGround 10 20250226 0 \n", - "233 ecmf 10v heightAboveGround 10 20250226 0 \n", - "234 ecmf 10v heightAboveGround 10 20250226 0 \n", - "235 ecmf 10v heightAboveGround 10 20250226 0 \n", - "236 ecmf 10v heightAboveGround 10 20250226 0 \n", - "237 ecmf 10v heightAboveGround 10 20250226 0 \n", - "238 ecmf 10v heightAboveGround 10 20250226 0 \n", - "239 ecmf tp surface 0 20250226 0 \n", - "240 ecmf tp surface 0 20250226 0 \n", - "241 ecmf tp surface 0 20250226 0 \n", - "242 ecmf tp surface 0 20250226 0 \n", - "243 ecmf tp surface 0 20250226 0 \n", - "244 ecmf tp surface 0 20250226 0 \n", - "245 ecmf tp surface 0 20250226 0 \n", - "246 ecmf tp surface 0 20250226 0 \n", - "247 ecmf tp surface 0 20250226 0 \n", - "248 ecmf 10u heightAboveGround 10 20250226 0 \n", - "249 ecmf 10u heightAboveGround 10 20250226 0 \n", - "250 ecmf 10u heightAboveGround 10 20250226 0 \n", - "251 ecmf 10v heightAboveGround 10 20250226 0 \n", - "252 ecmf 10u heightAboveGround 10 20250226 0 \n", - "253 ecmf 10u heightAboveGround 10 20250226 0 \n", - "254 ecmf 10u heightAboveGround 10 20250226 0 \n", - "255 ecmf 10u heightAboveGround 10 20250226 0 \n", - "256 ecmf 10u heightAboveGround 10 20250226 0 \n", - "257 ecmf 10u heightAboveGround 10 20250226 0 \n", - "258 ecmf 10u heightAboveGround 10 20250226 0 \n", - "259 ecmf 10v heightAboveGround 10 20250226 0 \n", - "260 ecmf 10u heightAboveGround 10 20250226 0 \n", - "261 ecmf 10v heightAboveGround 10 20250226 0 \n", - "262 ecmf 10v heightAboveGround 10 20250226 0 \n", - "263 ecmf 10v heightAboveGround 10 20250226 0 \n", - "264 ecmf 10v heightAboveGround 10 20250226 0 \n", - "265 ecmf 10v heightAboveGround 10 20250226 0 \n", - "266 ecmf 10v heightAboveGround 10 20250226 0 \n", - "267 ecmf 10v heightAboveGround 10 20250226 0 \n", - "268 ecmf 10v heightAboveGround 10 20250226 0 \n", - "269 ecmf tp surface 0 20250226 0 \n", - "270 ecmf tp surface 0 20250226 0 \n", - "271 ecmf tp surface 0 20250226 0 \n", - "272 ecmf 10v heightAboveGround 10 20250226 0 \n", - "273 ecmf tp surface 0 20250226 0 \n", - "274 ecmf tp surface 0 20250226 0 \n", - "275 ecmf tp surface 0 20250226 0 \n", - "276 ecmf tp surface 0 20250226 0 \n", - "277 ecmf tp surface 0 20250226 0 \n", - "278 ecmf tp surface 0 20250226 0 \n", - "279 ecmf tp surface 0 20250226 0 \n", - "280 ecmf 10u heightAboveGround 10 20250226 0 \n", - "281 ecmf 10v heightAboveGround 10 20250226 0 \n", - "282 ecmf 10u heightAboveGround 10 20250226 0 \n", - "283 ecmf tp surface 0 20250226 0 \n", - "284 ecmf 10v heightAboveGround 10 20250226 0 \n", - "285 ecmf tp surface 0 20250226 0 \n", - "286 ecmf 10u heightAboveGround 10 20250226 0 \n", - "287 ecmf 10v heightAboveGround 10 20250226 0 \n", - "288 ecmf 10u heightAboveGround 10 20250226 0 \n", - "289 ecmf tp surface 0 20250226 0 \n", - "290 ecmf 10v heightAboveGround 10 20250226 0 \n", - "291 ecmf tp surface 0 20250226 0 \n", - "292 ecmf 10u heightAboveGround 10 20250226 0 \n", - "293 ecmf 10v heightAboveGround 10 20250226 0 \n", - "294 ecmf 10u heightAboveGround 10 20250226 0 \n", - "295 ecmf tp surface 0 20250226 0 \n", - "296 ecmf 10v heightAboveGround 10 20250226 0 \n", - "297 ecmf 10u heightAboveGround 10 20250226 0 \n", - "298 ecmf tp surface 0 20250226 0 \n", - "299 ecmf 10v heightAboveGround 10 20250226 0 \n", - "300 ecmf tp surface 0 20250226 0 \n", - "301 ecmf 10u heightAboveGround 10 20250226 0 \n", - "302 ecmf tp surface 0 20250226 0 \n", - "303 ecmf tp surface 0 20250226 0 \n", - "304 ecmf 10v heightAboveGround 10 20250226 0 \n", - "305 ecmf tp surface 0 20250226 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 21 pf 35 regular_ll \n", - "1 0-21 pf 36 regular_ll \n", - "2 0-21 pf 21 regular_ll \n", - "3 0-21 pf 18 regular_ll \n", - "4 21 pf 20 regular_ll \n", - "5 21 pf 39 regular_ll \n", - "6 0-21 pf 4 regular_ll \n", - "7 21 pf 17 regular_ll \n", - "8 21 pf 28 regular_ll \n", - "9 21 pf 24 regular_ll \n", - "10 0-21 pf 25 regular_ll \n", - "11 21 pf 31 regular_ll \n", - "12 0-21 pf 32 regular_ll \n", - "13 21 pf 13 regular_ll \n", - "14 21 pf 5 regular_ll \n", - "15 0-21 pf 9 regular_ll \n", - "16 21 pf 1 regular_ll \n", - "17 0-21 pf 29 regular_ll \n", - "18 21 pf 35 regular_ll \n", - "19 21 pf 39 regular_ll \n", - "20 0-21 pf 50 regular_ll \n", - "21 21 pf 20 regular_ll \n", - "22 21 pf 17 regular_ll \n", - "23 0-21 pf 14 regular_ll \n", - "24 0-21 pf 10 regular_ll \n", - "25 21 pf 28 regular_ll \n", - "26 21 pf 24 regular_ll \n", - "27 21 pf 5 regular_ll \n", - "28 21 pf 31 regular_ll \n", - "29 21 pf 1 regular_ll \n", - "30 21 pf 13 regular_ll \n", - "31 21 pf 36 regular_ll \n", - "32 0-21 pf 37 regular_ll \n", - "33 0-21 pf 22 regular_ll \n", - "34 21 pf 14 regular_ll \n", - "35 21 pf 4 regular_ll \n", - "36 0-21 pf 40 regular_ll \n", - "37 21 pf 18 regular_ll \n", - "38 21 pf 29 regular_ll \n", - "39 21 pf 9 regular_ll \n", - "40 0-21 pf 15 regular_ll \n", - "41 0-21 pf 3 regular_ll \n", - "42 21 pf 10 regular_ll \n", - "43 21 pf 32 regular_ll \n", - "44 21 pf 50 regular_ll \n", - "45 0-21 pf 19 regular_ll \n", - "46 21 pf 25 regular_ll \n", - "47 0-21 pf 26 regular_ll \n", - "48 0-21 pf 33 regular_ll \n", - "49 21 pf 36 regular_ll \n", - "50 21 pf 14 regular_ll \n", - "51 21 pf 21 regular_ll \n", - "52 0-21 cf 0 regular_ll \n", - "53 21 pf 4 regular_ll \n", - "54 0-21 pf 6 regular_ll \n", - "55 21 pf 18 regular_ll \n", - "56 0-21 pf 11 regular_ll \n", - "57 21 pf 29 regular_ll \n", - "58 21 pf 9 regular_ll \n", - "59 21 pf 10 regular_ll \n", - "60 21 pf 32 regular_ll \n", - "61 21 pf 50 regular_ll \n", - "62 21 pf 25 regular_ll \n", - "63 21 pf 21 regular_ll \n", - "64 21 cf 0 regular_ll \n", - "65 21 pf 3 regular_ll \n", - "66 21 pf 22 regular_ll \n", - "67 21 pf 19 regular_ll \n", - "68 21 pf 15 regular_ll \n", - "69 21 pf 11 regular_ll \n", - "70 21 pf 6 regular_ll \n", - "71 21 pf 26 regular_ll \n", - "72 21 pf 33 regular_ll \n", - "73 21 pf 37 regular_ll \n", - "74 21 pf 40 regular_ll \n", - "75 21 pf 22 regular_ll \n", - "76 21 pf 19 regular_ll \n", - "77 21 pf 3 regular_ll \n", - "78 21 pf 15 regular_ll \n", - "79 21 pf 11 regular_ll \n", - "80 21 cf 0 regular_ll \n", - "81 21 pf 6 regular_ll \n", - "82 21 pf 26 regular_ll \n", - "83 21 pf 33 regular_ll \n", - "84 21 pf 37 regular_ll \n", - "85 0-21 pf 49 regular_ll \n", - "86 21 pf 40 regular_ll \n", - "87 0-21 pf 38 regular_ll \n", - "88 0-21 pf 12 regular_ll \n", - "89 0-21 pf 34 regular_ll \n", - "90 0-21 pf 2 regular_ll \n", - "91 0-21 pf 16 regular_ll \n", - "92 0-21 pf 23 regular_ll \n", - "93 0-21 pf 30 regular_ll \n", - "94 0-21 pf 27 regular_ll \n", - "95 21 pf 16 regular_ll \n", - "96 21 pf 12 regular_ll \n", - "97 21 pf 2 regular_ll \n", - "98 21 pf 16 regular_ll \n", - "99 21 pf 38 regular_ll \n", - "100 21 pf 30 regular_ll \n", - "101 21 pf 23 regular_ll \n", - "102 21 pf 41 regular_ll \n", - "103 21 pf 27 regular_ll \n", - "104 21 pf 49 regular_ll \n", - "105 21 pf 12 regular_ll \n", - "106 21 pf 2 regular_ll \n", - "107 21 pf 34 regular_ll \n", - "108 21 pf 7 regular_ll \n", - "109 21 pf 38 regular_ll \n", - "110 21 pf 30 regular_ll \n", - "111 21 pf 41 regular_ll \n", - "112 21 pf 23 regular_ll \n", - "113 21 pf 49 regular_ll \n", - "114 21 pf 27 regular_ll \n", - "115 0-21 pf 39 regular_ll \n", - "116 0-21 pf 35 regular_ll \n", - "117 21 pf 34 regular_ll \n", - "118 0-21 pf 20 regular_ll \n", - "119 21 pf 7 regular_ll \n", - "120 0-21 pf 17 regular_ll \n", - "121 0-21 pf 28 regular_ll \n", - "122 0-21 pf 24 regular_ll \n", - "123 0-21 pf 5 regular_ll \n", - "124 0-21 pf 1 regular_ll \n", - "125 0-21 pf 13 regular_ll \n", - "126 0-21 pf 31 regular_ll \n", - "127 21 pf 8 regular_ll \n", - "128 21 pf 8 regular_ll \n", - "129 0-21 pf 43 regular_ll \n", - "130 21 pf 42 regular_ll \n", - "131 0-21 pf 47 regular_ll \n", - "132 21 pf 42 regular_ll \n", - "133 21 pf 43 regular_ll \n", - "134 21 pf 43 regular_ll \n", - "135 0-21 pf 44 regular_ll \n", - "136 21 pf 47 regular_ll \n", - "137 21 pf 47 regular_ll \n", - "138 0-21 pf 48 regular_ll \n", - "139 21 pf 46 regular_ll \n", - "140 21 pf 46 regular_ll \n", - "141 21 pf 44 regular_ll \n", - "142 0-21 pf 7 regular_ll \n", - "143 21 pf 44 regular_ll \n", - "144 21 pf 48 regular_ll \n", - "145 0-21 pf 41 regular_ll \n", - "146 21 pf 48 regular_ll \n", - "147 0-21 pf 45 regular_ll \n", - "148 0-21 pf 8 regular_ll \n", - "149 21 pf 45 regular_ll \n", - "150 0-21 pf 42 regular_ll \n", - "151 21 pf 45 regular_ll \n", - "152 0-21 pf 46 regular_ll \n", - "153 24 pf 35 regular_ll \n", - "154 24 pf 28 regular_ll \n", - "155 24 pf 24 regular_ll \n", - "156 24 pf 39 regular_ll \n", - "157 24 pf 13 regular_ll \n", - "158 24 pf 31 regular_ll \n", - "159 24 pf 17 regular_ll \n", - "160 24 pf 20 regular_ll \n", - "161 0-24 pf 36 regular_ll \n", - "162 0-24 pf 21 regular_ll \n", - "163 24 pf 5 regular_ll \n", - "164 0-24 pf 14 regular_ll \n", - "165 24 pf 1 regular_ll \n", - "166 0-24 pf 25 regular_ll \n", - "167 0-24 pf 18 regular_ll \n", - "168 0-24 pf 4 regular_ll \n", - "169 0-24 pf 29 regular_ll \n", - "170 0-24 pf 9 regular_ll \n", - "171 0-24 pf 32 regular_ll \n", - "172 0-24 pf 10 regular_ll \n", - "173 24 pf 28 regular_ll \n", - "174 24 pf 24 regular_ll \n", - "175 24 pf 39 regular_ll \n", - "176 24 pf 35 regular_ll \n", - "177 24 pf 31 regular_ll \n", - "178 24 pf 13 regular_ll \n", - "179 24 pf 17 regular_ll \n", - "180 0-24 pf 50 regular_ll \n", - "181 24 pf 20 regular_ll \n", - "182 24 pf 5 regular_ll \n", - "183 24 pf 1 regular_ll \n", - "184 24 pf 36 regular_ll \n", - "185 24 pf 21 regular_ll \n", - "186 24 pf 4 regular_ll \n", - "187 24 pf 50 regular_ll \n", - "188 24 pf 29 regular_ll \n", - "189 0-24 pf 11 regular_ll \n", - "190 24 pf 9 regular_ll \n", - "191 24 pf 14 regular_ll \n", - "192 24 pf 32 regular_ll \n", - "193 24 pf 25 regular_ll \n", - "194 24 pf 10 regular_ll \n", - "195 0-24 pf 37 regular_ll \n", - "196 24 pf 18 regular_ll \n", - "197 24 pf 36 regular_ll \n", - "198 0-24 pf 33 regular_ll \n", - "199 0-24 pf 15 regular_ll \n", - "200 0-24 pf 19 regular_ll \n", - "201 0-24 pf 26 regular_ll \n", - "202 0-24 pf 40 regular_ll \n", - "203 0-24 pf 22 regular_ll \n", - "204 24 pf 21 regular_ll \n", - "205 24 pf 29 regular_ll \n", - "206 24 pf 4 regular_ll \n", - "207 0-24 pf 3 regular_ll \n", - "208 24 pf 50 regular_ll \n", - "209 24 pf 9 regular_ll \n", - "210 24 pf 14 regular_ll \n", - "211 0-24 cf 0 regular_ll \n", - "212 24 pf 32 regular_ll \n", - "213 24 pf 10 regular_ll \n", - "214 24 pf 25 regular_ll \n", - "215 0-24 pf 6 regular_ll \n", - "216 24 pf 18 regular_ll \n", - "217 24 pf 3 regular_ll \n", - "218 24 pf 37 regular_ll \n", - "219 24 pf 6 regular_ll \n", - "220 24 pf 19 regular_ll \n", - "221 24 pf 40 regular_ll \n", - "222 24 pf 22 regular_ll \n", - "223 24 pf 15 regular_ll \n", - "224 24 pf 33 regular_ll \n", - "225 24 pf 26 regular_ll \n", - "226 24 cf 0 regular_ll \n", - "227 24 pf 11 regular_ll \n", - "228 24 pf 3 regular_ll \n", - "229 24 pf 37 regular_ll \n", - "230 24 pf 6 regular_ll \n", - "231 24 pf 19 regular_ll \n", - "232 24 pf 22 regular_ll \n", - "233 24 pf 15 regular_ll \n", - "234 24 pf 40 regular_ll \n", - "235 24 pf 33 regular_ll \n", - "236 24 pf 26 regular_ll \n", - "237 24 cf 0 regular_ll \n", - "238 24 pf 11 regular_ll \n", - "239 0-24 pf 34 regular_ll \n", - "240 0-24 pf 12 regular_ll \n", - "241 0-24 pf 38 regular_ll \n", - "242 0-24 pf 27 regular_ll \n", - "243 0-24 pf 30 regular_ll \n", - "244 0-24 pf 49 regular_ll \n", - "245 0-24 pf 23 regular_ll \n", - "246 0-24 pf 16 regular_ll \n", - "247 0-24 pf 2 regular_ll \n", - "248 24 pf 38 regular_ll \n", - "249 24 pf 16 regular_ll \n", - "250 24 pf 2 regular_ll \n", - "251 24 pf 38 regular_ll \n", - "252 24 pf 30 regular_ll \n", - "253 24 pf 23 regular_ll \n", - "254 24 pf 49 regular_ll \n", - "255 24 pf 34 regular_ll \n", - "256 24 pf 27 regular_ll \n", - "257 24 pf 7 regular_ll \n", - "258 24 pf 12 regular_ll \n", - "259 24 pf 16 regular_ll \n", - "260 24 pf 41 regular_ll \n", - "261 24 pf 2 regular_ll \n", - "262 24 pf 30 regular_ll \n", - "263 24 pf 23 regular_ll \n", - "264 24 pf 49 regular_ll \n", - "265 24 pf 34 regular_ll \n", - "266 24 pf 27 regular_ll \n", - "267 24 pf 7 regular_ll \n", - "268 24 pf 12 regular_ll \n", - "269 0-24 pf 24 regular_ll \n", - "270 0-24 pf 35 regular_ll \n", - "271 0-24 pf 39 regular_ll \n", - "272 24 pf 41 regular_ll \n", - "273 0-24 pf 28 regular_ll \n", - "274 0-24 pf 31 regular_ll \n", - "275 0-24 pf 13 regular_ll \n", - "276 0-24 pf 5 regular_ll \n", - "277 0-24 pf 1 regular_ll \n", - "278 0-24 pf 17 regular_ll \n", - "279 0-24 pf 20 regular_ll \n", - "280 24 pf 8 regular_ll \n", - "281 24 pf 8 regular_ll \n", - "282 24 pf 42 regular_ll \n", - "283 0-24 pf 43 regular_ll \n", - "284 24 pf 42 regular_ll \n", - "285 0-24 pf 47 regular_ll \n", - "286 24 pf 43 regular_ll \n", - "287 24 pf 43 regular_ll \n", - "288 24 pf 47 regular_ll \n", - "289 0-24 pf 44 regular_ll \n", - "290 24 pf 47 regular_ll \n", - "291 0-24 pf 48 regular_ll \n", - "292 24 pf 46 regular_ll \n", - "293 24 pf 46 regular_ll \n", - "294 24 pf 44 regular_ll \n", - "295 0-24 pf 7 regular_ll \n", - "296 24 pf 44 regular_ll \n", - "297 24 pf 48 regular_ll \n", - "298 0-24 pf 41 regular_ll \n", - "299 24 pf 48 regular_ll \n", - "300 0-24 pf 45 regular_ll \n", - "301 24 pf 45 regular_ll \n", - "302 0-24 pf 8 regular_ll \n", - "303 0-24 pf 42 regular_ll \n", - "304 24 pf 45 regular_ll \n", - "305 0-24 pf 46 regular_ll " - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "5d01fb63-a91b-4042-a4c6-1f7ce18df9fa", - "metadata": {}, - "source": [ - "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", - "Note that we can give a fieldset on N u/v components, not just one pair. \n", - "\n", - "In this case we will calculate all 51 ensemble members at the same time. \n", - "First we need to filter out u and v and sort the fieldsets." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "40575705", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202502260240,1,...207odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "u = data.select(shortName='10u', step=24).sort()\n", - "v = data.select(shortName='10v', step=24).sort()\n", - "\n", - "speed = mv.speed(u,v)\n", - "speed.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "c7d67d01", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf10siheightAboveGround1020250226024cf0regular_ll
1ecmf10siheightAboveGround1020250226024pf1regular_ll
2ecmf10siheightAboveGround1020250226024pf10regular_ll
3ecmf10siheightAboveGround1020250226024pf11regular_ll
4ecmf10siheightAboveGround1020250226024pf12regular_ll
5ecmf10siheightAboveGround1020250226024pf13regular_ll
6ecmf10siheightAboveGround1020250226024pf14regular_ll
7ecmf10siheightAboveGround1020250226024pf15regular_ll
8ecmf10siheightAboveGround1020250226024pf16regular_ll
9ecmf10siheightAboveGround1020250226024pf17regular_ll
10ecmf10siheightAboveGround1020250226024pf18regular_ll
11ecmf10siheightAboveGround1020250226024pf19regular_ll
12ecmf10siheightAboveGround1020250226024pf2regular_ll
13ecmf10siheightAboveGround1020250226024pf20regular_ll
14ecmf10siheightAboveGround1020250226024pf21regular_ll
15ecmf10siheightAboveGround1020250226024pf22regular_ll
16ecmf10siheightAboveGround1020250226024pf23regular_ll
17ecmf10siheightAboveGround1020250226024pf24regular_ll
18ecmf10siheightAboveGround1020250226024pf25regular_ll
19ecmf10siheightAboveGround1020250226024pf26regular_ll
20ecmf10siheightAboveGround1020250226024pf27regular_ll
21ecmf10siheightAboveGround1020250226024pf28regular_ll
22ecmf10siheightAboveGround1020250226024pf29regular_ll
23ecmf10siheightAboveGround1020250226024pf3regular_ll
24ecmf10siheightAboveGround1020250226024pf30regular_ll
25ecmf10siheightAboveGround1020250226024pf31regular_ll
26ecmf10siheightAboveGround1020250226024pf32regular_ll
27ecmf10siheightAboveGround1020250226024pf33regular_ll
28ecmf10siheightAboveGround1020250226024pf34regular_ll
29ecmf10siheightAboveGround1020250226024pf35regular_ll
30ecmf10siheightAboveGround1020250226024pf36regular_ll
31ecmf10siheightAboveGround1020250226024pf37regular_ll
32ecmf10siheightAboveGround1020250226024pf38regular_ll
33ecmf10siheightAboveGround1020250226024pf39regular_ll
34ecmf10siheightAboveGround1020250226024pf4regular_ll
35ecmf10siheightAboveGround1020250226024pf40regular_ll
36ecmf10siheightAboveGround1020250226024pf41regular_ll
37ecmf10siheightAboveGround1020250226024pf42regular_ll
38ecmf10siheightAboveGround1020250226024pf43regular_ll
39ecmf10siheightAboveGround1020250226024pf44regular_ll
40ecmf10siheightAboveGround1020250226024pf45regular_ll
41ecmf10siheightAboveGround1020250226024pf46regular_ll
42ecmf10siheightAboveGround1020250226024pf47regular_ll
43ecmf10siheightAboveGround1020250226024pf48regular_ll
44ecmf10siheightAboveGround1020250226024pf49regular_ll
45ecmf10siheightAboveGround1020250226024pf5regular_ll
46ecmf10siheightAboveGround1020250226024pf50regular_ll
47ecmf10siheightAboveGround1020250226024pf6regular_ll
48ecmf10siheightAboveGround1020250226024pf7regular_ll
49ecmf10siheightAboveGround1020250226024pf8regular_ll
50ecmf10siheightAboveGround1020250226024pf9regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime \\\n", - "Message \n", - "0 ecmf 10si heightAboveGround 10 20250226 0 \n", - "1 ecmf 10si heightAboveGround 10 20250226 0 \n", - "2 ecmf 10si heightAboveGround 10 20250226 0 \n", - "3 ecmf 10si heightAboveGround 10 20250226 0 \n", - "4 ecmf 10si heightAboveGround 10 20250226 0 \n", - "5 ecmf 10si heightAboveGround 10 20250226 0 \n", - "6 ecmf 10si heightAboveGround 10 20250226 0 \n", - "7 ecmf 10si heightAboveGround 10 20250226 0 \n", - "8 ecmf 10si heightAboveGround 10 20250226 0 \n", - "9 ecmf 10si heightAboveGround 10 20250226 0 \n", - "10 ecmf 10si heightAboveGround 10 20250226 0 \n", - "11 ecmf 10si heightAboveGround 10 20250226 0 \n", - "12 ecmf 10si heightAboveGround 10 20250226 0 \n", - "13 ecmf 10si heightAboveGround 10 20250226 0 \n", - "14 ecmf 10si heightAboveGround 10 20250226 0 \n", - "15 ecmf 10si heightAboveGround 10 20250226 0 \n", - "16 ecmf 10si heightAboveGround 10 20250226 0 \n", - "17 ecmf 10si heightAboveGround 10 20250226 0 \n", - "18 ecmf 10si heightAboveGround 10 20250226 0 \n", - "19 ecmf 10si heightAboveGround 10 20250226 0 \n", - "20 ecmf 10si heightAboveGround 10 20250226 0 \n", - "21 ecmf 10si heightAboveGround 10 20250226 0 \n", - "22 ecmf 10si heightAboveGround 10 20250226 0 \n", - "23 ecmf 10si heightAboveGround 10 20250226 0 \n", - "24 ecmf 10si heightAboveGround 10 20250226 0 \n", - "25 ecmf 10si heightAboveGround 10 20250226 0 \n", - "26 ecmf 10si heightAboveGround 10 20250226 0 \n", - "27 ecmf 10si heightAboveGround 10 20250226 0 \n", - "28 ecmf 10si heightAboveGround 10 20250226 0 \n", - "29 ecmf 10si heightAboveGround 10 20250226 0 \n", - "30 ecmf 10si heightAboveGround 10 20250226 0 \n", - "31 ecmf 10si heightAboveGround 10 20250226 0 \n", - "32 ecmf 10si heightAboveGround 10 20250226 0 \n", - "33 ecmf 10si heightAboveGround 10 20250226 0 \n", - "34 ecmf 10si heightAboveGround 10 20250226 0 \n", - "35 ecmf 10si heightAboveGround 10 20250226 0 \n", - "36 ecmf 10si heightAboveGround 10 20250226 0 \n", - "37 ecmf 10si heightAboveGround 10 20250226 0 \n", - "38 ecmf 10si heightAboveGround 10 20250226 0 \n", - "39 ecmf 10si heightAboveGround 10 20250226 0 \n", - "40 ecmf 10si heightAboveGround 10 20250226 0 \n", - "41 ecmf 10si heightAboveGround 10 20250226 0 \n", - "42 ecmf 10si heightAboveGround 10 20250226 0 \n", - "43 ecmf 10si heightAboveGround 10 20250226 0 \n", - "44 ecmf 10si heightAboveGround 10 20250226 0 \n", - "45 ecmf 10si heightAboveGround 10 20250226 0 \n", - "46 ecmf 10si heightAboveGround 10 20250226 0 \n", - "47 ecmf 10si heightAboveGround 10 20250226 0 \n", - "48 ecmf 10si heightAboveGround 10 20250226 0 \n", - "49 ecmf 10si heightAboveGround 10 20250226 0 \n", - "50 ecmf 10si heightAboveGround 10 20250226 0 \n", - "\n", - " stepRange dataType number gridType \n", - "Message \n", - "0 24 cf 0 regular_ll \n", - "1 24 pf 1 regular_ll \n", - "2 24 pf 10 regular_ll \n", - "3 24 pf 11 regular_ll \n", - "4 24 pf 12 regular_ll \n", - "5 24 pf 13 regular_ll \n", - "6 24 pf 14 regular_ll \n", - "7 24 pf 15 regular_ll \n", - "8 24 pf 16 regular_ll \n", - "9 24 pf 17 regular_ll \n", - "10 24 pf 18 regular_ll \n", - "11 24 pf 19 regular_ll \n", - "12 24 pf 2 regular_ll \n", - "13 24 pf 20 regular_ll \n", - "14 24 pf 21 regular_ll \n", - "15 24 pf 22 regular_ll \n", - "16 24 pf 23 regular_ll \n", - "17 24 pf 24 regular_ll \n", - "18 24 pf 25 regular_ll \n", - "19 24 pf 26 regular_ll \n", - "20 24 pf 27 regular_ll \n", - "21 24 pf 28 regular_ll \n", - "22 24 pf 29 regular_ll \n", - "23 24 pf 3 regular_ll \n", - "24 24 pf 30 regular_ll \n", - "25 24 pf 31 regular_ll \n", - "26 24 pf 32 regular_ll \n", - "27 24 pf 33 regular_ll \n", - "28 24 pf 34 regular_ll \n", - "29 24 pf 35 regular_ll \n", - "30 24 pf 36 regular_ll \n", - "31 24 pf 37 regular_ll \n", - "32 24 pf 38 regular_ll \n", - "33 24 pf 39 regular_ll \n", - "34 24 pf 4 regular_ll \n", - "35 24 pf 40 regular_ll \n", - "36 24 pf 41 regular_ll \n", - "37 24 pf 42 regular_ll \n", - "38 24 pf 43 regular_ll \n", - "39 24 pf 44 regular_ll \n", - "40 24 pf 45 regular_ll \n", - "41 24 pf 46 regular_ll \n", - "42 24 pf 47 regular_ll \n", - "43 24 pf 48 regular_ll \n", - "44 24 pf 49 regular_ll \n", - "45 24 pf 5 regular_ll \n", - "46 24 pf 50 regular_ll \n", - "47 24 pf 6 regular_ll \n", - "48 24 pf 7 regular_ll \n", - "49 24 pf 8 regular_ll \n", - "50 24 pf 9 regular_ll " - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "speed.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "f410bce3-3233-44fe-9157-bd6c678a9f19", - "metadata": {}, - "source": [ - "To calculate the probability of wind speed being greater than 10 m/s and total precipitation being greater than 1 mm (0.001 m), we need to mask where these conditions are filled for each ensemble member. \n", - "First we make an empty fieldset object, and then we append each mask field to it. \n", - "Finally we can calculate the probability by calculating mean of this fieldset and multiplying by 100. \n", - "\n", - "One aditional step we need to do here is to calculate the total precipitation between steps 21 and 24, because the raw data has the total precipitation accumulated from the start of the forecast." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "def32e2e-7acc-4059-a422-49148ec11166", - "metadata": {}, - "outputs": [], - "source": [ - "mask = mv.Fieldset()\n", - "for number in range(51):\n", - " speed_n = speed.select(number = number,)\n", - " tp_24 = data.select(shortName='tp',step=24, number = number)\n", - " tp_21 = data.select(shortName='tp',step=21, number = number)\n", - " tp_n = tp_24 - tp_21\n", - " m = (speed_n > 10) & (tp_n >= 0.001)\n", - " mask.append(m)\n", - "\n", - "prob = (mv.mean(mask))*100" - ] - }, - { - "cell_type": "markdown", - "id": "7b5c9496", - "metadata": {}, - "source": [ - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "9b17202e-7df4-43a4-ac65-71eadbacd218", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "prob_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blup_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Combined probabilities: wind speed >10m/s and total precipitation > 1mm\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-ens-tp-ws\", # specify relative or full path\n", - " output_title = \"medium-ens-tp-ws\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "ebd615be-4157-4f88-b566-0b70341cc432", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "38853673", + "metadata": { + "tags": [ + "open_data", + "probabilities" + ] + }, + "source": [ + "
\n", + "
\n", + "\n", + "# \tCombined probabilities: wind speed >10m/s and total precipitation > 1mm" + ] + }, + { + "cell_type": "markdown", + "id": "1021c665-3367-4187-907b-56150150c647", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-ens-tp-ws \n" + ] + }, + { + "cell_type": "markdown", + "id": "6b309684-6246-4ec6-9eae-32dc718bbbf8", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "dc2a95b5-55bb-4ed6-9b2e-6dd7c78f2220", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "cd17417b", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 3 parameters :\n", + "\n", + "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228)\n", + "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", + "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" + ] + }, + { + "cell_type": "markdown", + "id": "65228bdf-8506-4758-9e77-9a4b29bb5cee", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "97418925-2ec6-4187-9498-b873a82c3206", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "f561dd57-6865-4130-8a44-bdd81d6cb68c", + "metadata": { + "jupyter": { + "source_hidden": true }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "23c88276", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2435b085-2d29-4715-8bed-9d66f613b341", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4b19ac2b", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "29fcc5f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-ens-tp-ws-pf.grib', 'medium-ens-tp-ws-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['10u','10v','tp']\n", + "filename1 = 'medium-ens-tp-ws-pf.grib'\n", + "filename2 = 'medium-ens-tp-ws-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "8a78b44c-68d7-43b0-8ba1-47bc9d5aeb9e", + "metadata": {}, + "source": [ + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**.\n", + "Setting the date to 0 will download today's data. \n", + "Removing the date and time altogether from the request will download the latest data. \n", + "Try commenting out the date and time to download the latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e6e44b2", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=[21,24],\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=[21,24],\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "1ef9138d", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5f1ac1a4", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "d945fa28", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f0ee89c6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround1020260428021,241,10,...165odenfo,operfc,pf0001
10vheightAboveGround1020260428021,241,10,...166odenfo,operfc,pf0001
tpsurface020260428021,241,10,...228odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "06be44d9-1766-4f21-81f1-e6f2b02131a5", + "metadata": {}, + "source": [ + "And an overview of one parameter, where we can see more information, such as units or type of level." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ee78df38-8d38-495d-8f6a-bbaf2db55c4f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortNametp
nameTotal precipitation
paramId228
unitsm
typeOfLevelsurface
level0
date20260428
time0
step21,24
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamenfo,oper
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('tp')" + ] + }, + { + "cell_type": "markdown", + "id": "138808a1", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c6b4a817", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmftpsurface02026042800-21pf18regular_ll
1ecmftpsurface02026042800-21pf36regular_ll
2ecmf10vheightAboveGround1020260428021pf31regular_ll
3ecmf10uheightAboveGround1020260428021pf21regular_ll
4ecmf10uheightAboveGround1020260428021pf4regular_ll
5ecmftpsurface02026042800-21pf9regular_ll
6ecmf10vheightAboveGround1020260428021pf13regular_ll
7ecmf10vheightAboveGround1020260428021pf5regular_ll
8ecmftpsurface02026042800-21pf26regular_ll
9ecmf10vheightAboveGround1020260428021pf4regular_ll
10ecmf10uheightAboveGround1020260428021pf3regular_ll
11ecmf10vheightAboveGround1020260428021pf21regular_ll
12ecmf10uheightAboveGround1020260428021pf11regular_ll
13ecmf10uheightAboveGround1020260428021pf38regular_ll
14ecmftpsurface02026042800-21pf16regular_ll
15ecmftpsurface02026042800-21pf34regular_ll
16ecmf10vheightAboveGround1020260428021pf3regular_ll
17ecmf10vheightAboveGround1020260428021pf11regular_ll
18ecmf10uheightAboveGround1020260428021pf2regular_ll
19ecmf10vheightAboveGround1020260428021pf38regular_ll
20ecmf10uheightAboveGround1020260428021pf28regular_ll
21ecmftpsurface02026042800-21pf24regular_ll
22ecmf10uheightAboveGround1020260428021pf1regular_ll
23ecmf10vheightAboveGround1020260428021pf2regular_ll
24ecmf10vheightAboveGround1020260428021pf28regular_ll
25ecmf10uheightAboveGround1020260428021pf36regular_ll
26ecmf10uheightAboveGround1020260428021pf18regular_ll
27ecmf10uheightAboveGround1020260428021pf9regular_ll
28ecmftpsurface02026042800-21pf32regular_ll
29ecmftpsurface02026042800-21pf14regular_ll
30ecmf10vheightAboveGround1020260428021pf1regular_ll
31ecmftpsurface02026042800-21pf50regular_ll
32ecmftpsurface02026042800-21pf40regular_ll
33ecmf10vheightAboveGround1020260428021pf18regular_ll
34ecmf10vheightAboveGround1020260428021pf36regular_ll
35ecmftpsurface02026042800-21pf22regular_ll
36ecmftpsurface02026042800-21pf30regular_ll
37ecmf10uheightAboveGround1020260428021pf26regular_ll
38ecmf10vheightAboveGround1020260428021pf9regular_ll
39ecmftpsurface02026042800-21pf12regular_ll
40ecmf10uheightAboveGround1020260428021pf16regular_ll
41ecmftpsurface02026042800-21pf49regular_ll
42ecmf10uheightAboveGround1020260428021pf34regular_ll
43ecmf10vheightAboveGround1020260428021pf26regular_ll
44ecmftpsurface02026042800-21pf20regular_ll
45ecmf10uheightAboveGround1020260428021pf24regular_ll
46ecmftpsurface02026042800-21pf39regular_ll
47ecmf10vheightAboveGround1020260428021pf16regular_ll
48ecmf10vheightAboveGround1020260428021pf34regular_ll
49ecmftpsurface02026042800-21pf10regular_ll
50ecmftpsurface02026042800-21pf29regular_ll
51ecmf10uheightAboveGround1020260428021pf32regular_ll
52ecmf10vheightAboveGround1020260428021pf24regular_ll
53ecmf10uheightAboveGround1020260428021pf50regular_ll
54ecmf10uheightAboveGround1020260428021pf14regular_ll
55ecmf10vheightAboveGround1020260428021pf32regular_ll
56ecmftpsurface02026042800-21pf19regular_ll
57ecmftpsurface02026042800-21pf37regular_ll
58ecmf10uheightAboveGround1020260428021pf22regular_ll
59ecmf10vheightAboveGround1020260428021pf50regular_ll
60ecmftpsurface02026042800-21pf27regular_ll
61ecmf10vheightAboveGround1020260428021pf14regular_ll
62ecmf10uheightAboveGround1020260428021pf40regular_ll
63ecmf10vheightAboveGround1020260428021pf22regular_ll
64ecmf10vheightAboveGround1020260428021pf40regular_ll
65ecmf10uheightAboveGround1020260428021pf30regular_ll
66ecmf10uheightAboveGround1020260428021pf12regular_ll
67ecmf10uheightAboveGround1020260428021pf20regular_ll
68ecmftpsurface02026042800-21pf17regular_ll
69ecmftpsurface02026042800-21pf25regular_ll
70ecmf10uheightAboveGround1020260428021pf10regular_ll
71ecmftpsurface02026042800-21pf35regular_ll
72ecmf10uheightAboveGround1020260428021pf39regular_ll
73ecmf10vheightAboveGround1020260428021pf30regular_ll
74ecmf10vheightAboveGround1020260428021pf12regular_ll
75ecmf10uheightAboveGround1020260428021pf29regular_ll
76ecmf10uheightAboveGround1020260428021pf19regular_ll
77ecmf10vheightAboveGround1020260428021pf20regular_ll
78ecmf10uheightAboveGround1020260428021pf37regular_ll
79ecmf10uheightAboveGround1020260428021pf27regular_ll
80ecmf10vheightAboveGround1020260428021pf10regular_ll
81ecmf10vheightAboveGround1020260428021pf39regular_ll
82ecmftpsurface02026042800-21pf33regular_ll
83ecmftpsurface02026042800-21pf15regular_ll
84ecmftpsurface02026042800-21pf6regular_ll
85ecmf10uheightAboveGround1020260428021pf17regular_ll
86ecmf10vheightAboveGround1020260428021pf29regular_ll
87ecmf10vheightAboveGround1020260428021pf19regular_ll
88ecmf10vheightAboveGround1020260428021pf27regular_ll
89ecmf10vheightAboveGround1020260428021pf37regular_ll
90ecmf10uheightAboveGround1020260428021pf35regular_ll
91ecmftpsurface02026042800-21pf23regular_ll
92ecmftpsurface02026042800-21pf41regular_ll
93ecmf10vheightAboveGround1020260428021pf17regular_ll
94ecmf10uheightAboveGround1020260428021pf25regular_ll
95ecmf10vheightAboveGround1020260428021pf35regular_ll
96ecmftpsurface02026042800-21pf31regular_ll
97ecmf10vheightAboveGround1020260428021pf25regular_ll
98ecmftpsurface02026042800-21pf13regular_ll
99ecmftpsurface02026042800-21pf5regular_ll
100ecmf10uheightAboveGround1020260428021pf33regular_ll
101ecmf10uheightAboveGround1020260428021pf6regular_ll
102ecmf10uheightAboveGround1020260428021pf15regular_ll
103ecmftpsurface02026042800-21pf21regular_ll
104ecmftpsurface02026042800-21pf4regular_ll
105ecmf10vheightAboveGround1020260428021pf33regular_ll
106ecmf10uheightAboveGround1020260428021pf23regular_ll
107ecmf10vheightAboveGround1020260428021pf6regular_ll
108ecmf10vheightAboveGround1020260428021pf15regular_ll
109ecmftpsurface02026042800-21pf3regular_ll
110ecmftpsurface02026042800-21pf11regular_ll
111ecmf10uheightAboveGround1020260428021pf41regular_ll
112ecmf10uheightAboveGround1020260428021pf31regular_ll
113ecmftpsurface02026042800-21pf38regular_ll
114ecmf10uheightAboveGround1020260428021pf5regular_ll
115ecmf10vheightAboveGround1020260428021pf23regular_ll
116ecmftpsurface02026042800-21pf2regular_ll
117ecmf10uheightAboveGround1020260428021pf13regular_ll
118ecmf10vheightAboveGround1020260428021pf41regular_ll
119ecmftpsurface02026042800-21pf28regular_ll
120ecmftpsurface02026042800-21pf1regular_ll
121ecmftpsurface02026042800-21pf44regular_ll
122ecmftpsurface02026042800-21pf7regular_ll
123ecmf10uheightAboveGround1020260428021pf48regular_ll
124ecmf10vheightAboveGround1020260428021pf48regular_ll
125ecmftpsurface02026042800-21pf42regular_ll
126ecmf10uheightAboveGround1020260428021pf7regular_ll
127ecmf10uheightAboveGround1020260428021pf44regular_ll
128ecmf10vheightAboveGround1020260428021pf7regular_ll
129ecmf10vheightAboveGround1020260428021pf44regular_ll
130ecmf10uheightAboveGround1020260428021pf42regular_ll
131ecmftpsurface02026042800-21pf47regular_ll
132ecmf10vheightAboveGround1020260428021pf42regular_ll
133ecmftpsurface02026042800-21pf45regular_ll
134ecmftpsurface02026042800-21pf8regular_ll
135ecmf10uheightAboveGround1020260428021pf46regular_ll
136ecmftpsurface02026042800-21pf43regular_ll
137ecmf10uheightAboveGround1020260428021pf49regular_ll
138ecmf10vheightAboveGround1020260428021pf46regular_ll
139ecmf10vheightAboveGround1020260428021pf49regular_ll
140ecmf10uheightAboveGround1020260428021pf45regular_ll
141ecmf10uheightAboveGround1020260428021pf8regular_ll
142ecmf10vheightAboveGround1020260428021pf45regular_ll
143ecmf10vheightAboveGround1020260428021pf8regular_ll
144ecmf10uheightAboveGround1020260428021pf43regular_ll
145ecmf10vheightAboveGround1020260428021pf43regular_ll
146ecmftpsurface02026042800-21pf48regular_ll
147ecmf10uheightAboveGround1020260428021pf47regular_ll
148ecmf10vheightAboveGround1020260428021pf47regular_ll
149ecmftpsurface02026042800-21pf46regular_ll
150ecmftpsurface02026042800-24pf36regular_ll
151ecmftpsurface02026042800-24pf18regular_ll
152ecmf10uheightAboveGround1020260428024pf4regular_ll
153ecmf10uheightAboveGround1020260428024pf21regular_ll
154ecmf10vheightAboveGround1020260428024pf31regular_ll
155ecmftpsurface02026042800-24pf9regular_ll
156ecmf10vheightAboveGround1020260428024pf13regular_ll
157ecmf10vheightAboveGround1020260428024pf5regular_ll
158ecmf10uheightAboveGround1020260428024pf3regular_ll
159ecmf10vheightAboveGround1020260428024pf4regular_ll
160ecmf10vheightAboveGround1020260428024pf21regular_ll
161ecmftpsurface02026042800-24pf26regular_ll
162ecmf10uheightAboveGround1020260428024pf11regular_ll
163ecmftpsurface02026042800-24pf34regular_ll
164ecmf10vheightAboveGround1020260428024pf3regular_ll
165ecmf10uheightAboveGround1020260428024pf38regular_ll
166ecmf10vheightAboveGround1020260428024pf11regular_ll
167ecmf10uheightAboveGround1020260428024pf2regular_ll
168ecmftpsurface02026042800-24pf16regular_ll
169ecmf10vheightAboveGround1020260428024pf38regular_ll
170ecmftpsurface02026042800-24pf24regular_ll
171ecmf10vheightAboveGround1020260428024pf2regular_ll
172ecmf10uheightAboveGround1020260428024pf28regular_ll
173ecmf10uheightAboveGround1020260428024pf1regular_ll
174ecmf10uheightAboveGround1020260428024pf36regular_ll
175ecmftpsurface02026042800-24pf50regular_ll
176ecmftpsurface02026042800-24pf32regular_ll
177ecmf10uheightAboveGround1020260428024pf18regular_ll
178ecmf10uheightAboveGround1020260428024pf9regular_ll
179ecmftpsurface02026042800-24pf14regular_ll
180ecmftpsurface02026042800-24pf40regular_ll
181ecmftpsurface02026042800-24pf22regular_ll
182ecmf10vheightAboveGround1020260428024pf28regular_ll
183ecmf10vheightAboveGround1020260428024pf1regular_ll
184ecmf10uheightAboveGround1020260428024pf26regular_ll
185ecmf10vheightAboveGround1020260428024pf36regular_ll
186ecmf10vheightAboveGround1020260428024pf18regular_ll
187ecmf10vheightAboveGround1020260428024pf9regular_ll
188ecmftpsurface02026042800-24pf20regular_ll
189ecmf10uheightAboveGround1020260428024pf34regular_ll
190ecmf10uheightAboveGround1020260428024pf16regular_ll
191ecmf10vheightAboveGround1020260428024pf26regular_ll
192ecmftpsurface02026042800-24pf30regular_ll
193ecmftpsurface02026042800-24pf39regular_ll
194ecmftpsurface02026042800-24pf12regular_ll
195ecmf10uheightAboveGround1020260428024pf24regular_ll
196ecmftpsurface02026042800-24pf49regular_ll
197ecmftpsurface02026042800-24pf29regular_ll
198ecmf10vheightAboveGround1020260428024pf34regular_ll
199ecmf10vheightAboveGround1020260428024pf16regular_ll
200ecmf10vheightAboveGround1020260428024pf24regular_ll
201ecmftpsurface02026042800-24pf10regular_ll
202ecmf10uheightAboveGround1020260428024pf32regular_ll
203ecmftpsurface02026042800-24pf19regular_ll
204ecmf10uheightAboveGround1020260428024pf50regular_ll
205ecmftpsurface02026042800-24pf37regular_ll
206ecmf10uheightAboveGround1020260428024pf14regular_ll
207ecmf10vheightAboveGround1020260428024pf32regular_ll
208ecmf10vheightAboveGround1020260428024pf50regular_ll
209ecmf10uheightAboveGround1020260428024pf22regular_ll
210ecmf10uheightAboveGround1020260428024pf40regular_ll
211ecmftpsurface02026042800-24pf27regular_ll
212ecmf10vheightAboveGround1020260428024pf14regular_ll
213ecmf10uheightAboveGround1020260428024pf12regular_ll
214ecmf10vheightAboveGround1020260428024pf22regular_ll
215ecmf10uheightAboveGround1020260428024pf30regular_ll
216ecmf10vheightAboveGround1020260428024pf40regular_ll
217ecmftpsurface02026042800-24pf35regular_ll
218ecmf10uheightAboveGround1020260428024pf39regular_ll
219ecmf10uheightAboveGround1020260428024pf20regular_ll
220ecmftpsurface02026042800-24pf17regular_ll
221ecmf10vheightAboveGround1020260428024pf12regular_ll
222ecmf10vheightAboveGround1020260428024pf30regular_ll
223ecmf10uheightAboveGround1020260428024pf19regular_ll
224ecmf10uheightAboveGround1020260428024pf10regular_ll
225ecmftpsurface02026042800-24pf25regular_ll
226ecmf10uheightAboveGround1020260428024pf29regular_ll
227ecmf10vheightAboveGround1020260428024pf39regular_ll
228ecmf10uheightAboveGround1020260428024pf37regular_ll
229ecmf10vheightAboveGround1020260428024pf20regular_ll
230ecmf10vheightAboveGround1020260428024pf19regular_ll
231ecmf10vheightAboveGround1020260428024pf10regular_ll
232ecmf10uheightAboveGround1020260428024pf27regular_ll
233ecmf10vheightAboveGround1020260428024pf29regular_ll
234ecmftpsurface02026042800-24pf15regular_ll
235ecmftpsurface02026042800-24pf33regular_ll
236ecmf10vheightAboveGround1020260428024pf37regular_ll
237ecmf10uheightAboveGround1020260428024pf35regular_ll
238ecmf10uheightAboveGround1020260428024pf17regular_ll
239ecmftpsurface02026042800-24pf6regular_ll
240ecmf10vheightAboveGround1020260428024pf27regular_ll
241ecmftpsurface02026042800-24pf41regular_ll
242ecmftpsurface02026042800-24pf23regular_ll
243ecmf10uheightAboveGround1020260428024pf25regular_ll
244ecmf10vheightAboveGround1020260428024pf17regular_ll
245ecmf10vheightAboveGround1020260428024pf35regular_ll
246ecmf10uheightAboveGround1020260428024pf33regular_ll
247ecmf10vheightAboveGround1020260428024pf25regular_ll
248ecmftpsurface02026042800-24pf31regular_ll
249ecmf10uheightAboveGround1020260428024pf15regular_ll
250ecmftpsurface02026042800-24pf13regular_ll
251ecmftpsurface02026042800-24pf5regular_ll
252ecmftpsurface02026042800-24pf4regular_ll
253ecmf10vheightAboveGround1020260428024pf33regular_ll
254ecmf10uheightAboveGround1020260428024pf6regular_ll
255ecmf10vheightAboveGround1020260428024pf15regular_ll
256ecmftpsurface02026042800-24pf3regular_ll
257ecmf10uheightAboveGround1020260428024pf13regular_ll
258ecmf10uheightAboveGround1020260428024pf41regular_ll
259ecmf10uheightAboveGround1020260428024pf31regular_ll
260ecmftpsurface02026042800-24pf11regular_ll
261ecmftpsurface02026042800-24pf21regular_ll
262ecmf10uheightAboveGround1020260428024pf23regular_ll
263ecmf10vheightAboveGround1020260428024pf6regular_ll
264ecmf10uheightAboveGround1020260428024pf5regular_ll
265ecmf10vheightAboveGround1020260428024pf41regular_ll
266ecmftpsurface02026042800-24pf38regular_ll
267ecmf10vheightAboveGround1020260428024pf23regular_ll
268ecmftpsurface02026042800-24pf2regular_ll
269ecmftpsurface02026042800-24pf28regular_ll
270ecmftpsurface02026042800-24pf1regular_ll
271ecmftpsurface02026042800-24pf44regular_ll
272ecmftpsurface02026042800-24pf7regular_ll
273ecmf10uheightAboveGround1020260428024pf48regular_ll
274ecmf10vheightAboveGround1020260428024pf48regular_ll
275ecmftpsurface02026042800-24pf42regular_ll
276ecmf10uheightAboveGround1020260428024pf7regular_ll
277ecmf10uheightAboveGround1020260428024pf44regular_ll
278ecmf10vheightAboveGround1020260428024pf7regular_ll
279ecmf10vheightAboveGround1020260428024pf44regular_ll
280ecmf10uheightAboveGround1020260428024pf42regular_ll
281ecmftpsurface02026042800-24pf47regular_ll
282ecmf10vheightAboveGround1020260428024pf42regular_ll
283ecmftpsurface02026042800-24pf45regular_ll
284ecmftpsurface02026042800-24pf8regular_ll
285ecmf10uheightAboveGround1020260428024pf49regular_ll
286ecmf10uheightAboveGround1020260428024pf46regular_ll
287ecmf10vheightAboveGround1020260428024pf49regular_ll
288ecmf10vheightAboveGround1020260428024pf46regular_ll
289ecmftpsurface02026042800-24pf43regular_ll
290ecmf10uheightAboveGround1020260428024pf45regular_ll
291ecmf10vheightAboveGround1020260428024pf45regular_ll
292ecmf10uheightAboveGround1020260428024pf8regular_ll
293ecmf10vheightAboveGround1020260428024pf8regular_ll
294ecmf10uheightAboveGround1020260428024pf43regular_ll
295ecmftpsurface02026042800-24pf48regular_ll
296ecmf10vheightAboveGround1020260428024pf43regular_ll
297ecmf10uheightAboveGround1020260428024pf47regular_ll
298ecmf10vheightAboveGround1020260428024pf47regular_ll
299ecmftpsurface02026042800-24pf46regular_ll
300ecmftpsurface02026042800-21fcNoneregular_ll
301ecmf10uheightAboveGround1020260428021fcNoneregular_ll
302ecmf10vheightAboveGround1020260428021fcNoneregular_ll
303ecmftpsurface02026042800-24fcNoneregular_ll
304ecmf10uheightAboveGround1020260428024fcNoneregular_ll
305ecmf10vheightAboveGround1020260428024fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf tp surface 0 20260428 0 \n", + "1 ecmf tp surface 0 20260428 0 \n", + "2 ecmf 10v heightAboveGround 10 20260428 0 \n", + "3 ecmf 10u heightAboveGround 10 20260428 0 \n", + "4 ecmf 10u heightAboveGround 10 20260428 0 \n", + "5 ecmf tp surface 0 20260428 0 \n", + "6 ecmf 10v heightAboveGround 10 20260428 0 \n", + "7 ecmf 10v heightAboveGround 10 20260428 0 \n", + "8 ecmf tp surface 0 20260428 0 \n", + "9 ecmf 10v heightAboveGround 10 20260428 0 \n", + "10 ecmf 10u heightAboveGround 10 20260428 0 \n", + "11 ecmf 10v heightAboveGround 10 20260428 0 \n", + "12 ecmf 10u heightAboveGround 10 20260428 0 \n", + "13 ecmf 10u heightAboveGround 10 20260428 0 \n", + "14 ecmf tp surface 0 20260428 0 \n", + "15 ecmf tp surface 0 20260428 0 \n", + "16 ecmf 10v heightAboveGround 10 20260428 0 \n", + "17 ecmf 10v heightAboveGround 10 20260428 0 \n", + "18 ecmf 10u heightAboveGround 10 20260428 0 \n", + "19 ecmf 10v heightAboveGround 10 20260428 0 \n", + "20 ecmf 10u heightAboveGround 10 20260428 0 \n", + "21 ecmf tp surface 0 20260428 0 \n", + "22 ecmf 10u heightAboveGround 10 20260428 0 \n", + "23 ecmf 10v heightAboveGround 10 20260428 0 \n", + "24 ecmf 10v heightAboveGround 10 20260428 0 \n", + "25 ecmf 10u heightAboveGround 10 20260428 0 \n", + "26 ecmf 10u heightAboveGround 10 20260428 0 \n", + "27 ecmf 10u heightAboveGround 10 20260428 0 \n", + "28 ecmf tp surface 0 20260428 0 \n", + "29 ecmf tp surface 0 20260428 0 \n", + "30 ecmf 10v heightAboveGround 10 20260428 0 \n", + "31 ecmf tp surface 0 20260428 0 \n", + "32 ecmf tp surface 0 20260428 0 \n", + "33 ecmf 10v heightAboveGround 10 20260428 0 \n", + "34 ecmf 10v heightAboveGround 10 20260428 0 \n", + "35 ecmf tp surface 0 20260428 0 \n", + "36 ecmf tp surface 0 20260428 0 \n", + "37 ecmf 10u heightAboveGround 10 20260428 0 \n", + "38 ecmf 10v heightAboveGround 10 20260428 0 \n", + "39 ecmf tp surface 0 20260428 0 \n", + "40 ecmf 10u heightAboveGround 10 20260428 0 \n", + "41 ecmf tp surface 0 20260428 0 \n", + "42 ecmf 10u heightAboveGround 10 20260428 0 \n", + "43 ecmf 10v heightAboveGround 10 20260428 0 \n", + "44 ecmf tp surface 0 20260428 0 \n", + "45 ecmf 10u heightAboveGround 10 20260428 0 \n", + "46 ecmf tp surface 0 20260428 0 \n", + "47 ecmf 10v heightAboveGround 10 20260428 0 \n", + "48 ecmf 10v heightAboveGround 10 20260428 0 \n", + "49 ecmf tp surface 0 20260428 0 \n", + "50 ecmf tp surface 0 20260428 0 \n", + "51 ecmf 10u heightAboveGround 10 20260428 0 \n", + "52 ecmf 10v heightAboveGround 10 20260428 0 \n", + "53 ecmf 10u heightAboveGround 10 20260428 0 \n", + "54 ecmf 10u heightAboveGround 10 20260428 0 \n", + "55 ecmf 10v heightAboveGround 10 20260428 0 \n", + "56 ecmf tp surface 0 20260428 0 \n", + "57 ecmf tp surface 0 20260428 0 \n", + "58 ecmf 10u heightAboveGround 10 20260428 0 \n", + "59 ecmf 10v heightAboveGround 10 20260428 0 \n", + "60 ecmf tp surface 0 20260428 0 \n", + "61 ecmf 10v heightAboveGround 10 20260428 0 \n", + "62 ecmf 10u heightAboveGround 10 20260428 0 \n", + "63 ecmf 10v heightAboveGround 10 20260428 0 \n", + "64 ecmf 10v heightAboveGround 10 20260428 0 \n", + "65 ecmf 10u heightAboveGround 10 20260428 0 \n", + "66 ecmf 10u heightAboveGround 10 20260428 0 \n", + "67 ecmf 10u heightAboveGround 10 20260428 0 \n", + "68 ecmf tp surface 0 20260428 0 \n", + "69 ecmf tp surface 0 20260428 0 \n", + "70 ecmf 10u heightAboveGround 10 20260428 0 \n", + "71 ecmf tp surface 0 20260428 0 \n", + "72 ecmf 10u heightAboveGround 10 20260428 0 \n", + "73 ecmf 10v heightAboveGround 10 20260428 0 \n", + "74 ecmf 10v heightAboveGround 10 20260428 0 \n", + "75 ecmf 10u heightAboveGround 10 20260428 0 \n", + "76 ecmf 10u heightAboveGround 10 20260428 0 \n", + "77 ecmf 10v heightAboveGround 10 20260428 0 \n", + "78 ecmf 10u heightAboveGround 10 20260428 0 \n", + "79 ecmf 10u heightAboveGround 10 20260428 0 \n", + "80 ecmf 10v heightAboveGround 10 20260428 0 \n", + "81 ecmf 10v heightAboveGround 10 20260428 0 \n", + "82 ecmf tp surface 0 20260428 0 \n", + "83 ecmf tp surface 0 20260428 0 \n", + "84 ecmf tp surface 0 20260428 0 \n", + "85 ecmf 10u heightAboveGround 10 20260428 0 \n", + "86 ecmf 10v heightAboveGround 10 20260428 0 \n", + "87 ecmf 10v heightAboveGround 10 20260428 0 \n", + "88 ecmf 10v heightAboveGround 10 20260428 0 \n", + "89 ecmf 10v heightAboveGround 10 20260428 0 \n", + "90 ecmf 10u heightAboveGround 10 20260428 0 \n", + "91 ecmf tp surface 0 20260428 0 \n", + "92 ecmf tp surface 0 20260428 0 \n", + "93 ecmf 10v heightAboveGround 10 20260428 0 \n", + "94 ecmf 10u heightAboveGround 10 20260428 0 \n", + "95 ecmf 10v heightAboveGround 10 20260428 0 \n", + "96 ecmf tp surface 0 20260428 0 \n", + "97 ecmf 10v heightAboveGround 10 20260428 0 \n", + "98 ecmf tp surface 0 20260428 0 \n", + "99 ecmf tp surface 0 20260428 0 \n", + "100 ecmf 10u heightAboveGround 10 20260428 0 \n", + "101 ecmf 10u heightAboveGround 10 20260428 0 \n", + "102 ecmf 10u heightAboveGround 10 20260428 0 \n", + "103 ecmf tp surface 0 20260428 0 \n", + "104 ecmf tp surface 0 20260428 0 \n", + "105 ecmf 10v heightAboveGround 10 20260428 0 \n", + "106 ecmf 10u heightAboveGround 10 20260428 0 \n", + "107 ecmf 10v heightAboveGround 10 20260428 0 \n", + "108 ecmf 10v heightAboveGround 10 20260428 0 \n", + "109 ecmf tp surface 0 20260428 0 \n", + "110 ecmf tp surface 0 20260428 0 \n", + "111 ecmf 10u heightAboveGround 10 20260428 0 \n", + "112 ecmf 10u heightAboveGround 10 20260428 0 \n", + "113 ecmf tp surface 0 20260428 0 \n", + "114 ecmf 10u heightAboveGround 10 20260428 0 \n", + "115 ecmf 10v heightAboveGround 10 20260428 0 \n", + "116 ecmf tp surface 0 20260428 0 \n", + "117 ecmf 10u heightAboveGround 10 20260428 0 \n", + "118 ecmf 10v heightAboveGround 10 20260428 0 \n", + "119 ecmf tp surface 0 20260428 0 \n", + "120 ecmf tp surface 0 20260428 0 \n", + "121 ecmf tp surface 0 20260428 0 \n", + "122 ecmf tp surface 0 20260428 0 \n", + "123 ecmf 10u heightAboveGround 10 20260428 0 \n", + "124 ecmf 10v heightAboveGround 10 20260428 0 \n", + "125 ecmf tp surface 0 20260428 0 \n", + "126 ecmf 10u heightAboveGround 10 20260428 0 \n", + "127 ecmf 10u heightAboveGround 10 20260428 0 \n", + "128 ecmf 10v heightAboveGround 10 20260428 0 \n", + "129 ecmf 10v heightAboveGround 10 20260428 0 \n", + "130 ecmf 10u heightAboveGround 10 20260428 0 \n", + "131 ecmf tp surface 0 20260428 0 \n", + "132 ecmf 10v heightAboveGround 10 20260428 0 \n", + "133 ecmf tp surface 0 20260428 0 \n", + "134 ecmf tp surface 0 20260428 0 \n", + "135 ecmf 10u heightAboveGround 10 20260428 0 \n", + "136 ecmf tp surface 0 20260428 0 \n", + "137 ecmf 10u heightAboveGround 10 20260428 0 \n", + "138 ecmf 10v heightAboveGround 10 20260428 0 \n", + "139 ecmf 10v heightAboveGround 10 20260428 0 \n", + "140 ecmf 10u heightAboveGround 10 20260428 0 \n", + "141 ecmf 10u heightAboveGround 10 20260428 0 \n", + "142 ecmf 10v heightAboveGround 10 20260428 0 \n", + "143 ecmf 10v heightAboveGround 10 20260428 0 \n", + "144 ecmf 10u heightAboveGround 10 20260428 0 \n", + "145 ecmf 10v heightAboveGround 10 20260428 0 \n", + "146 ecmf tp surface 0 20260428 0 \n", + "147 ecmf 10u heightAboveGround 10 20260428 0 \n", + "148 ecmf 10v heightAboveGround 10 20260428 0 \n", + "149 ecmf tp surface 0 20260428 0 \n", + "150 ecmf tp surface 0 20260428 0 \n", + "151 ecmf tp surface 0 20260428 0 \n", + "152 ecmf 10u heightAboveGround 10 20260428 0 \n", + "153 ecmf 10u heightAboveGround 10 20260428 0 \n", + "154 ecmf 10v heightAboveGround 10 20260428 0 \n", + "155 ecmf tp surface 0 20260428 0 \n", + "156 ecmf 10v heightAboveGround 10 20260428 0 \n", + "157 ecmf 10v heightAboveGround 10 20260428 0 \n", + "158 ecmf 10u heightAboveGround 10 20260428 0 \n", + "159 ecmf 10v heightAboveGround 10 20260428 0 \n", + "160 ecmf 10v heightAboveGround 10 20260428 0 \n", + "161 ecmf tp surface 0 20260428 0 \n", + "162 ecmf 10u heightAboveGround 10 20260428 0 \n", + "163 ecmf tp surface 0 20260428 0 \n", + "164 ecmf 10v heightAboveGround 10 20260428 0 \n", + "165 ecmf 10u heightAboveGround 10 20260428 0 \n", + "166 ecmf 10v heightAboveGround 10 20260428 0 \n", + "167 ecmf 10u heightAboveGround 10 20260428 0 \n", + "168 ecmf tp surface 0 20260428 0 \n", + "169 ecmf 10v heightAboveGround 10 20260428 0 \n", + "170 ecmf tp surface 0 20260428 0 \n", + "171 ecmf 10v heightAboveGround 10 20260428 0 \n", + "172 ecmf 10u heightAboveGround 10 20260428 0 \n", + "173 ecmf 10u heightAboveGround 10 20260428 0 \n", + "174 ecmf 10u heightAboveGround 10 20260428 0 \n", + "175 ecmf tp surface 0 20260428 0 \n", + "176 ecmf tp surface 0 20260428 0 \n", + "177 ecmf 10u heightAboveGround 10 20260428 0 \n", + "178 ecmf 10u heightAboveGround 10 20260428 0 \n", + "179 ecmf tp surface 0 20260428 0 \n", + "180 ecmf tp surface 0 20260428 0 \n", + "181 ecmf tp surface 0 20260428 0 \n", + "182 ecmf 10v heightAboveGround 10 20260428 0 \n", + "183 ecmf 10v heightAboveGround 10 20260428 0 \n", + "184 ecmf 10u heightAboveGround 10 20260428 0 \n", + "185 ecmf 10v heightAboveGround 10 20260428 0 \n", + "186 ecmf 10v heightAboveGround 10 20260428 0 \n", + "187 ecmf 10v heightAboveGround 10 20260428 0 \n", + "188 ecmf tp surface 0 20260428 0 \n", + "189 ecmf 10u heightAboveGround 10 20260428 0 \n", + "190 ecmf 10u heightAboveGround 10 20260428 0 \n", + "191 ecmf 10v heightAboveGround 10 20260428 0 \n", + "192 ecmf tp surface 0 20260428 0 \n", + "193 ecmf tp surface 0 20260428 0 \n", + "194 ecmf tp surface 0 20260428 0 \n", + "195 ecmf 10u heightAboveGround 10 20260428 0 \n", + "196 ecmf tp surface 0 20260428 0 \n", + "197 ecmf tp surface 0 20260428 0 \n", + "198 ecmf 10v heightAboveGround 10 20260428 0 \n", + "199 ecmf 10v heightAboveGround 10 20260428 0 \n", + "200 ecmf 10v heightAboveGround 10 20260428 0 \n", + "201 ecmf tp surface 0 20260428 0 \n", + "202 ecmf 10u heightAboveGround 10 20260428 0 \n", + "203 ecmf tp surface 0 20260428 0 \n", + "204 ecmf 10u heightAboveGround 10 20260428 0 \n", + "205 ecmf tp surface 0 20260428 0 \n", + "206 ecmf 10u heightAboveGround 10 20260428 0 \n", + "207 ecmf 10v heightAboveGround 10 20260428 0 \n", + "208 ecmf 10v heightAboveGround 10 20260428 0 \n", + "209 ecmf 10u heightAboveGround 10 20260428 0 \n", + "210 ecmf 10u heightAboveGround 10 20260428 0 \n", + "211 ecmf tp surface 0 20260428 0 \n", + "212 ecmf 10v heightAboveGround 10 20260428 0 \n", + "213 ecmf 10u heightAboveGround 10 20260428 0 \n", + "214 ecmf 10v heightAboveGround 10 20260428 0 \n", + "215 ecmf 10u heightAboveGround 10 20260428 0 \n", + "216 ecmf 10v heightAboveGround 10 20260428 0 \n", + "217 ecmf tp surface 0 20260428 0 \n", + "218 ecmf 10u heightAboveGround 10 20260428 0 \n", + "219 ecmf 10u heightAboveGround 10 20260428 0 \n", + "220 ecmf tp surface 0 20260428 0 \n", + "221 ecmf 10v heightAboveGround 10 20260428 0 \n", + "222 ecmf 10v heightAboveGround 10 20260428 0 \n", + "223 ecmf 10u heightAboveGround 10 20260428 0 \n", + "224 ecmf 10u heightAboveGround 10 20260428 0 \n", + "225 ecmf tp surface 0 20260428 0 \n", + "226 ecmf 10u heightAboveGround 10 20260428 0 \n", + "227 ecmf 10v heightAboveGround 10 20260428 0 \n", + "228 ecmf 10u heightAboveGround 10 20260428 0 \n", + "229 ecmf 10v heightAboveGround 10 20260428 0 \n", + "230 ecmf 10v heightAboveGround 10 20260428 0 \n", + "231 ecmf 10v heightAboveGround 10 20260428 0 \n", + "232 ecmf 10u heightAboveGround 10 20260428 0 \n", + "233 ecmf 10v heightAboveGround 10 20260428 0 \n", + "234 ecmf tp surface 0 20260428 0 \n", + "235 ecmf tp surface 0 20260428 0 \n", + "236 ecmf 10v heightAboveGround 10 20260428 0 \n", + "237 ecmf 10u heightAboveGround 10 20260428 0 \n", + "238 ecmf 10u heightAboveGround 10 20260428 0 \n", + "239 ecmf tp surface 0 20260428 0 \n", + "240 ecmf 10v heightAboveGround 10 20260428 0 \n", + "241 ecmf tp surface 0 20260428 0 \n", + "242 ecmf tp surface 0 20260428 0 \n", + "243 ecmf 10u heightAboveGround 10 20260428 0 \n", + "244 ecmf 10v heightAboveGround 10 20260428 0 \n", + "245 ecmf 10v heightAboveGround 10 20260428 0 \n", + "246 ecmf 10u heightAboveGround 10 20260428 0 \n", + "247 ecmf 10v heightAboveGround 10 20260428 0 \n", + "248 ecmf tp surface 0 20260428 0 \n", + "249 ecmf 10u heightAboveGround 10 20260428 0 \n", + "250 ecmf tp surface 0 20260428 0 \n", + "251 ecmf tp surface 0 20260428 0 \n", + "252 ecmf tp surface 0 20260428 0 \n", + "253 ecmf 10v heightAboveGround 10 20260428 0 \n", + "254 ecmf 10u heightAboveGround 10 20260428 0 \n", + "255 ecmf 10v heightAboveGround 10 20260428 0 \n", + "256 ecmf tp surface 0 20260428 0 \n", + "257 ecmf 10u heightAboveGround 10 20260428 0 \n", + "258 ecmf 10u heightAboveGround 10 20260428 0 \n", + "259 ecmf 10u heightAboveGround 10 20260428 0 \n", + "260 ecmf tp surface 0 20260428 0 \n", + "261 ecmf tp surface 0 20260428 0 \n", + "262 ecmf 10u heightAboveGround 10 20260428 0 \n", + "263 ecmf 10v heightAboveGround 10 20260428 0 \n", + "264 ecmf 10u heightAboveGround 10 20260428 0 \n", + "265 ecmf 10v heightAboveGround 10 20260428 0 \n", + "266 ecmf tp surface 0 20260428 0 \n", + "267 ecmf 10v heightAboveGround 10 20260428 0 \n", + "268 ecmf tp surface 0 20260428 0 \n", + "269 ecmf tp surface 0 20260428 0 \n", + "270 ecmf tp surface 0 20260428 0 \n", + "271 ecmf tp surface 0 20260428 0 \n", + "272 ecmf tp surface 0 20260428 0 \n", + "273 ecmf 10u heightAboveGround 10 20260428 0 \n", + "274 ecmf 10v heightAboveGround 10 20260428 0 \n", + "275 ecmf tp surface 0 20260428 0 \n", + "276 ecmf 10u heightAboveGround 10 20260428 0 \n", + "277 ecmf 10u heightAboveGround 10 20260428 0 \n", + "278 ecmf 10v heightAboveGround 10 20260428 0 \n", + "279 ecmf 10v heightAboveGround 10 20260428 0 \n", + "280 ecmf 10u heightAboveGround 10 20260428 0 \n", + "281 ecmf tp surface 0 20260428 0 \n", + "282 ecmf 10v heightAboveGround 10 20260428 0 \n", + "283 ecmf tp surface 0 20260428 0 \n", + "284 ecmf tp surface 0 20260428 0 \n", + "285 ecmf 10u heightAboveGround 10 20260428 0 \n", + "286 ecmf 10u heightAboveGround 10 20260428 0 \n", + "287 ecmf 10v heightAboveGround 10 20260428 0 \n", + "288 ecmf 10v heightAboveGround 10 20260428 0 \n", + "289 ecmf tp surface 0 20260428 0 \n", + "290 ecmf 10u heightAboveGround 10 20260428 0 \n", + "291 ecmf 10v heightAboveGround 10 20260428 0 \n", + "292 ecmf 10u heightAboveGround 10 20260428 0 \n", + "293 ecmf 10v heightAboveGround 10 20260428 0 \n", + "294 ecmf 10u heightAboveGround 10 20260428 0 \n", + "295 ecmf tp surface 0 20260428 0 \n", + "296 ecmf 10v heightAboveGround 10 20260428 0 \n", + "297 ecmf 10u heightAboveGround 10 20260428 0 \n", + "298 ecmf 10v heightAboveGround 10 20260428 0 \n", + "299 ecmf tp surface 0 20260428 0 \n", + "300 ecmf tp surface 0 20260428 0 \n", + "301 ecmf 10u heightAboveGround 10 20260428 0 \n", + "302 ecmf 10v heightAboveGround 10 20260428 0 \n", + "303 ecmf tp surface 0 20260428 0 \n", + "304 ecmf 10u heightAboveGround 10 20260428 0 \n", + "305 ecmf 10v heightAboveGround 10 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 0-21 pf 18 regular_ll \n", + "1 0-21 pf 36 regular_ll \n", + "2 21 pf 31 regular_ll \n", + "3 21 pf 21 regular_ll \n", + "4 21 pf 4 regular_ll \n", + "5 0-21 pf 9 regular_ll \n", + "6 21 pf 13 regular_ll \n", + "7 21 pf 5 regular_ll \n", + "8 0-21 pf 26 regular_ll \n", + "9 21 pf 4 regular_ll \n", + "10 21 pf 3 regular_ll \n", + "11 21 pf 21 regular_ll \n", + "12 21 pf 11 regular_ll \n", + "13 21 pf 38 regular_ll \n", + "14 0-21 pf 16 regular_ll \n", + "15 0-21 pf 34 regular_ll \n", + "16 21 pf 3 regular_ll \n", + "17 21 pf 11 regular_ll \n", + "18 21 pf 2 regular_ll \n", + "19 21 pf 38 regular_ll \n", + "20 21 pf 28 regular_ll \n", + "21 0-21 pf 24 regular_ll \n", + "22 21 pf 1 regular_ll \n", + "23 21 pf 2 regular_ll \n", + "24 21 pf 28 regular_ll \n", + "25 21 pf 36 regular_ll \n", + "26 21 pf 18 regular_ll \n", + "27 21 pf 9 regular_ll \n", + "28 0-21 pf 32 regular_ll \n", + "29 0-21 pf 14 regular_ll \n", + "30 21 pf 1 regular_ll \n", + "31 0-21 pf 50 regular_ll \n", + "32 0-21 pf 40 regular_ll \n", + "33 21 pf 18 regular_ll \n", + "34 21 pf 36 regular_ll \n", + "35 0-21 pf 22 regular_ll \n", + "36 0-21 pf 30 regular_ll \n", + "37 21 pf 26 regular_ll \n", + "38 21 pf 9 regular_ll \n", + "39 0-21 pf 12 regular_ll \n", + "40 21 pf 16 regular_ll \n", + "41 0-21 pf 49 regular_ll \n", + "42 21 pf 34 regular_ll \n", + "43 21 pf 26 regular_ll \n", + "44 0-21 pf 20 regular_ll \n", + "45 21 pf 24 regular_ll \n", + "46 0-21 pf 39 regular_ll \n", + "47 21 pf 16 regular_ll \n", + "48 21 pf 34 regular_ll \n", + "49 0-21 pf 10 regular_ll \n", + "50 0-21 pf 29 regular_ll \n", + "51 21 pf 32 regular_ll \n", + "52 21 pf 24 regular_ll \n", + "53 21 pf 50 regular_ll \n", + "54 21 pf 14 regular_ll \n", + "55 21 pf 32 regular_ll \n", + "56 0-21 pf 19 regular_ll \n", + "57 0-21 pf 37 regular_ll \n", + "58 21 pf 22 regular_ll \n", + "59 21 pf 50 regular_ll \n", + "60 0-21 pf 27 regular_ll \n", + "61 21 pf 14 regular_ll \n", + "62 21 pf 40 regular_ll \n", + "63 21 pf 22 regular_ll \n", + "64 21 pf 40 regular_ll \n", + "65 21 pf 30 regular_ll \n", + "66 21 pf 12 regular_ll \n", + "67 21 pf 20 regular_ll \n", + "68 0-21 pf 17 regular_ll \n", + "69 0-21 pf 25 regular_ll \n", + "70 21 pf 10 regular_ll \n", + "71 0-21 pf 35 regular_ll \n", + "72 21 pf 39 regular_ll \n", + "73 21 pf 30 regular_ll \n", + "74 21 pf 12 regular_ll \n", + "75 21 pf 29 regular_ll \n", + "76 21 pf 19 regular_ll \n", + "77 21 pf 20 regular_ll \n", + "78 21 pf 37 regular_ll \n", + "79 21 pf 27 regular_ll \n", + "80 21 pf 10 regular_ll \n", + "81 21 pf 39 regular_ll \n", + "82 0-21 pf 33 regular_ll \n", + "83 0-21 pf 15 regular_ll \n", + "84 0-21 pf 6 regular_ll \n", + "85 21 pf 17 regular_ll \n", + "86 21 pf 29 regular_ll \n", + "87 21 pf 19 regular_ll \n", + "88 21 pf 27 regular_ll \n", + "89 21 pf 37 regular_ll \n", + "90 21 pf 35 regular_ll \n", + "91 0-21 pf 23 regular_ll \n", + "92 0-21 pf 41 regular_ll \n", + "93 21 pf 17 regular_ll \n", + "94 21 pf 25 regular_ll \n", + "95 21 pf 35 regular_ll \n", + "96 0-21 pf 31 regular_ll \n", + "97 21 pf 25 regular_ll \n", + "98 0-21 pf 13 regular_ll \n", + "99 0-21 pf 5 regular_ll \n", + "100 21 pf 33 regular_ll \n", + "101 21 pf 6 regular_ll \n", + "102 21 pf 15 regular_ll \n", + "103 0-21 pf 21 regular_ll \n", + "104 0-21 pf 4 regular_ll \n", + "105 21 pf 33 regular_ll \n", + "106 21 pf 23 regular_ll \n", + "107 21 pf 6 regular_ll \n", + "108 21 pf 15 regular_ll \n", + "109 0-21 pf 3 regular_ll \n", + "110 0-21 pf 11 regular_ll \n", + "111 21 pf 41 regular_ll \n", + "112 21 pf 31 regular_ll \n", + "113 0-21 pf 38 regular_ll \n", + "114 21 pf 5 regular_ll \n", + "115 21 pf 23 regular_ll \n", + "116 0-21 pf 2 regular_ll \n", + "117 21 pf 13 regular_ll \n", + "118 21 pf 41 regular_ll \n", + "119 0-21 pf 28 regular_ll \n", + "120 0-21 pf 1 regular_ll \n", + "121 0-21 pf 44 regular_ll \n", + "122 0-21 pf 7 regular_ll \n", + "123 21 pf 48 regular_ll \n", + "124 21 pf 48 regular_ll \n", + "125 0-21 pf 42 regular_ll \n", + "126 21 pf 7 regular_ll \n", + "127 21 pf 44 regular_ll \n", + "128 21 pf 7 regular_ll \n", + "129 21 pf 44 regular_ll \n", + "130 21 pf 42 regular_ll \n", + "131 0-21 pf 47 regular_ll \n", + "132 21 pf 42 regular_ll \n", + "133 0-21 pf 45 regular_ll \n", + "134 0-21 pf 8 regular_ll \n", + "135 21 pf 46 regular_ll \n", + "136 0-21 pf 43 regular_ll \n", + "137 21 pf 49 regular_ll \n", + "138 21 pf 46 regular_ll \n", + "139 21 pf 49 regular_ll \n", + "140 21 pf 45 regular_ll \n", + "141 21 pf 8 regular_ll \n", + "142 21 pf 45 regular_ll \n", + "143 21 pf 8 regular_ll \n", + "144 21 pf 43 regular_ll \n", + "145 21 pf 43 regular_ll \n", + "146 0-21 pf 48 regular_ll \n", + "147 21 pf 47 regular_ll \n", + "148 21 pf 47 regular_ll \n", + "149 0-21 pf 46 regular_ll \n", + "150 0-24 pf 36 regular_ll \n", + "151 0-24 pf 18 regular_ll \n", + "152 24 pf 4 regular_ll \n", + "153 24 pf 21 regular_ll \n", + "154 24 pf 31 regular_ll \n", + "155 0-24 pf 9 regular_ll \n", + "156 24 pf 13 regular_ll \n", + "157 24 pf 5 regular_ll \n", + "158 24 pf 3 regular_ll \n", + "159 24 pf 4 regular_ll \n", + "160 24 pf 21 regular_ll \n", + "161 0-24 pf 26 regular_ll \n", + "162 24 pf 11 regular_ll \n", + "163 0-24 pf 34 regular_ll \n", + "164 24 pf 3 regular_ll \n", + "165 24 pf 38 regular_ll \n", + "166 24 pf 11 regular_ll \n", + "167 24 pf 2 regular_ll \n", + "168 0-24 pf 16 regular_ll \n", + "169 24 pf 38 regular_ll \n", + "170 0-24 pf 24 regular_ll \n", + "171 24 pf 2 regular_ll \n", + "172 24 pf 28 regular_ll \n", + "173 24 pf 1 regular_ll \n", + "174 24 pf 36 regular_ll \n", + "175 0-24 pf 50 regular_ll \n", + "176 0-24 pf 32 regular_ll \n", + "177 24 pf 18 regular_ll \n", + "178 24 pf 9 regular_ll \n", + "179 0-24 pf 14 regular_ll \n", + "180 0-24 pf 40 regular_ll \n", + "181 0-24 pf 22 regular_ll \n", + "182 24 pf 28 regular_ll \n", + "183 24 pf 1 regular_ll \n", + "184 24 pf 26 regular_ll \n", + "185 24 pf 36 regular_ll \n", + "186 24 pf 18 regular_ll \n", + "187 24 pf 9 regular_ll \n", + "188 0-24 pf 20 regular_ll \n", + "189 24 pf 34 regular_ll \n", + "190 24 pf 16 regular_ll \n", + "191 24 pf 26 regular_ll \n", + "192 0-24 pf 30 regular_ll \n", + "193 0-24 pf 39 regular_ll \n", + "194 0-24 pf 12 regular_ll \n", + "195 24 pf 24 regular_ll \n", + "196 0-24 pf 49 regular_ll \n", + "197 0-24 pf 29 regular_ll \n", + "198 24 pf 34 regular_ll \n", + "199 24 pf 16 regular_ll \n", + "200 24 pf 24 regular_ll \n", + "201 0-24 pf 10 regular_ll \n", + "202 24 pf 32 regular_ll \n", + "203 0-24 pf 19 regular_ll \n", + "204 24 pf 50 regular_ll \n", + "205 0-24 pf 37 regular_ll \n", + "206 24 pf 14 regular_ll \n", + "207 24 pf 32 regular_ll \n", + "208 24 pf 50 regular_ll \n", + "209 24 pf 22 regular_ll \n", + "210 24 pf 40 regular_ll \n", + "211 0-24 pf 27 regular_ll \n", + "212 24 pf 14 regular_ll \n", + "213 24 pf 12 regular_ll \n", + "214 24 pf 22 regular_ll \n", + "215 24 pf 30 regular_ll \n", + "216 24 pf 40 regular_ll \n", + "217 0-24 pf 35 regular_ll \n", + "218 24 pf 39 regular_ll \n", + "219 24 pf 20 regular_ll \n", + "220 0-24 pf 17 regular_ll \n", + "221 24 pf 12 regular_ll \n", + "222 24 pf 30 regular_ll \n", + "223 24 pf 19 regular_ll \n", + "224 24 pf 10 regular_ll \n", + "225 0-24 pf 25 regular_ll \n", + "226 24 pf 29 regular_ll \n", + "227 24 pf 39 regular_ll \n", + "228 24 pf 37 regular_ll \n", + "229 24 pf 20 regular_ll \n", + "230 24 pf 19 regular_ll \n", + "231 24 pf 10 regular_ll \n", + "232 24 pf 27 regular_ll \n", + "233 24 pf 29 regular_ll \n", + "234 0-24 pf 15 regular_ll \n", + "235 0-24 pf 33 regular_ll \n", + "236 24 pf 37 regular_ll \n", + "237 24 pf 35 regular_ll \n", + "238 24 pf 17 regular_ll \n", + "239 0-24 pf 6 regular_ll \n", + "240 24 pf 27 regular_ll \n", + "241 0-24 pf 41 regular_ll \n", + "242 0-24 pf 23 regular_ll \n", + "243 24 pf 25 regular_ll \n", + "244 24 pf 17 regular_ll \n", + "245 24 pf 35 regular_ll \n", + "246 24 pf 33 regular_ll \n", + "247 24 pf 25 regular_ll \n", + "248 0-24 pf 31 regular_ll \n", + "249 24 pf 15 regular_ll \n", + "250 0-24 pf 13 regular_ll \n", + "251 0-24 pf 5 regular_ll \n", + "252 0-24 pf 4 regular_ll \n", + "253 24 pf 33 regular_ll \n", + "254 24 pf 6 regular_ll \n", + "255 24 pf 15 regular_ll \n", + "256 0-24 pf 3 regular_ll \n", + "257 24 pf 13 regular_ll \n", + "258 24 pf 41 regular_ll \n", + "259 24 pf 31 regular_ll \n", + "260 0-24 pf 11 regular_ll \n", + "261 0-24 pf 21 regular_ll \n", + "262 24 pf 23 regular_ll \n", + "263 24 pf 6 regular_ll \n", + "264 24 pf 5 regular_ll \n", + "265 24 pf 41 regular_ll \n", + "266 0-24 pf 38 regular_ll \n", + "267 24 pf 23 regular_ll \n", + "268 0-24 pf 2 regular_ll \n", + "269 0-24 pf 28 regular_ll \n", + "270 0-24 pf 1 regular_ll \n", + "271 0-24 pf 44 regular_ll \n", + "272 0-24 pf 7 regular_ll \n", + "273 24 pf 48 regular_ll \n", + "274 24 pf 48 regular_ll \n", + "275 0-24 pf 42 regular_ll \n", + "276 24 pf 7 regular_ll \n", + "277 24 pf 44 regular_ll \n", + "278 24 pf 7 regular_ll \n", + "279 24 pf 44 regular_ll \n", + "280 24 pf 42 regular_ll \n", + "281 0-24 pf 47 regular_ll \n", + "282 24 pf 42 regular_ll \n", + "283 0-24 pf 45 regular_ll \n", + "284 0-24 pf 8 regular_ll \n", + "285 24 pf 49 regular_ll \n", + "286 24 pf 46 regular_ll \n", + "287 24 pf 49 regular_ll \n", + "288 24 pf 46 regular_ll \n", + "289 0-24 pf 43 regular_ll \n", + "290 24 pf 45 regular_ll \n", + "291 24 pf 45 regular_ll \n", + "292 24 pf 8 regular_ll \n", + "293 24 pf 8 regular_ll \n", + "294 24 pf 43 regular_ll \n", + "295 0-24 pf 48 regular_ll \n", + "296 24 pf 43 regular_ll \n", + "297 24 pf 47 regular_ll \n", + "298 24 pf 47 regular_ll \n", + "299 0-24 pf 46 regular_ll \n", + "300 0-21 fc None regular_ll \n", + "301 21 fc None regular_ll \n", + "302 21 fc None regular_ll \n", + "303 0-24 fc None regular_ll \n", + "304 24 fc None regular_ll \n", + "305 24 fc None regular_ll " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "5d01fb63-a91b-4042-a4c6-1f7ce18df9fa", + "metadata": {}, + "source": [ + "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", + "Note that we can give a fieldset on N u/v components, not just one pair. \n", + "\n", + "In this case we will calculate all 51 ensemble members at the same time. \n", + "First we need to filter out u and v and sort the fieldsets." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "40575705", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202604280241,10,...207odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "u = data.select(shortName='10u', step=24).sort()\n", + "v = data.select(shortName='10v', step=24).sort()\n", + "\n", + "speed = mv.speed(u,v)\n", + "speed.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c7d67d01", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmf10siheightAboveGround1020260428024pf1regular_ll
1ecmf10siheightAboveGround1020260428024pf10regular_ll
2ecmf10siheightAboveGround1020260428024pf11regular_ll
3ecmf10siheightAboveGround1020260428024pf12regular_ll
4ecmf10siheightAboveGround1020260428024pf13regular_ll
5ecmf10siheightAboveGround1020260428024pf14regular_ll
6ecmf10siheightAboveGround1020260428024pf15regular_ll
7ecmf10siheightAboveGround1020260428024pf16regular_ll
8ecmf10siheightAboveGround1020260428024pf17regular_ll
9ecmf10siheightAboveGround1020260428024pf18regular_ll
10ecmf10siheightAboveGround1020260428024pf19regular_ll
11ecmf10siheightAboveGround1020260428024pf2regular_ll
12ecmf10siheightAboveGround1020260428024pf20regular_ll
13ecmf10siheightAboveGround1020260428024pf21regular_ll
14ecmf10siheightAboveGround1020260428024pf22regular_ll
15ecmf10siheightAboveGround1020260428024pf23regular_ll
16ecmf10siheightAboveGround1020260428024pf24regular_ll
17ecmf10siheightAboveGround1020260428024pf25regular_ll
18ecmf10siheightAboveGround1020260428024pf26regular_ll
19ecmf10siheightAboveGround1020260428024pf27regular_ll
20ecmf10siheightAboveGround1020260428024pf28regular_ll
21ecmf10siheightAboveGround1020260428024pf29regular_ll
22ecmf10siheightAboveGround1020260428024pf3regular_ll
23ecmf10siheightAboveGround1020260428024pf30regular_ll
24ecmf10siheightAboveGround1020260428024pf31regular_ll
25ecmf10siheightAboveGround1020260428024pf32regular_ll
26ecmf10siheightAboveGround1020260428024pf33regular_ll
27ecmf10siheightAboveGround1020260428024pf34regular_ll
28ecmf10siheightAboveGround1020260428024pf35regular_ll
29ecmf10siheightAboveGround1020260428024pf36regular_ll
30ecmf10siheightAboveGround1020260428024pf37regular_ll
31ecmf10siheightAboveGround1020260428024pf38regular_ll
32ecmf10siheightAboveGround1020260428024pf39regular_ll
33ecmf10siheightAboveGround1020260428024pf4regular_ll
34ecmf10siheightAboveGround1020260428024pf40regular_ll
35ecmf10siheightAboveGround1020260428024pf41regular_ll
36ecmf10siheightAboveGround1020260428024pf42regular_ll
37ecmf10siheightAboveGround1020260428024pf43regular_ll
38ecmf10siheightAboveGround1020260428024pf44regular_ll
39ecmf10siheightAboveGround1020260428024pf45regular_ll
40ecmf10siheightAboveGround1020260428024pf46regular_ll
41ecmf10siheightAboveGround1020260428024pf47regular_ll
42ecmf10siheightAboveGround1020260428024pf48regular_ll
43ecmf10siheightAboveGround1020260428024pf49regular_ll
44ecmf10siheightAboveGround1020260428024pf5regular_ll
45ecmf10siheightAboveGround1020260428024pf50regular_ll
46ecmf10siheightAboveGround1020260428024pf6regular_ll
47ecmf10siheightAboveGround1020260428024pf7regular_ll
48ecmf10siheightAboveGround1020260428024pf8regular_ll
49ecmf10siheightAboveGround1020260428024pf9regular_ll
50ecmf10siheightAboveGround1020260428024fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime \\\n", + "Message \n", + "0 ecmf 10si heightAboveGround 10 20260428 0 \n", + "1 ecmf 10si heightAboveGround 10 20260428 0 \n", + "2 ecmf 10si heightAboveGround 10 20260428 0 \n", + "3 ecmf 10si heightAboveGround 10 20260428 0 \n", + "4 ecmf 10si heightAboveGround 10 20260428 0 \n", + "5 ecmf 10si heightAboveGround 10 20260428 0 \n", + "6 ecmf 10si heightAboveGround 10 20260428 0 \n", + "7 ecmf 10si heightAboveGround 10 20260428 0 \n", + "8 ecmf 10si heightAboveGround 10 20260428 0 \n", + "9 ecmf 10si heightAboveGround 10 20260428 0 \n", + "10 ecmf 10si heightAboveGround 10 20260428 0 \n", + "11 ecmf 10si heightAboveGround 10 20260428 0 \n", + "12 ecmf 10si heightAboveGround 10 20260428 0 \n", + "13 ecmf 10si heightAboveGround 10 20260428 0 \n", + "14 ecmf 10si heightAboveGround 10 20260428 0 \n", + "15 ecmf 10si heightAboveGround 10 20260428 0 \n", + "16 ecmf 10si heightAboveGround 10 20260428 0 \n", + "17 ecmf 10si heightAboveGround 10 20260428 0 \n", + "18 ecmf 10si heightAboveGround 10 20260428 0 \n", + "19 ecmf 10si heightAboveGround 10 20260428 0 \n", + "20 ecmf 10si heightAboveGround 10 20260428 0 \n", + "21 ecmf 10si heightAboveGround 10 20260428 0 \n", + "22 ecmf 10si heightAboveGround 10 20260428 0 \n", + "23 ecmf 10si heightAboveGround 10 20260428 0 \n", + "24 ecmf 10si heightAboveGround 10 20260428 0 \n", + "25 ecmf 10si heightAboveGround 10 20260428 0 \n", + "26 ecmf 10si heightAboveGround 10 20260428 0 \n", + "27 ecmf 10si heightAboveGround 10 20260428 0 \n", + "28 ecmf 10si heightAboveGround 10 20260428 0 \n", + "29 ecmf 10si heightAboveGround 10 20260428 0 \n", + "30 ecmf 10si heightAboveGround 10 20260428 0 \n", + "31 ecmf 10si heightAboveGround 10 20260428 0 \n", + "32 ecmf 10si heightAboveGround 10 20260428 0 \n", + "33 ecmf 10si heightAboveGround 10 20260428 0 \n", + "34 ecmf 10si heightAboveGround 10 20260428 0 \n", + "35 ecmf 10si heightAboveGround 10 20260428 0 \n", + "36 ecmf 10si heightAboveGround 10 20260428 0 \n", + "37 ecmf 10si heightAboveGround 10 20260428 0 \n", + "38 ecmf 10si heightAboveGround 10 20260428 0 \n", + "39 ecmf 10si heightAboveGround 10 20260428 0 \n", + "40 ecmf 10si heightAboveGround 10 20260428 0 \n", + "41 ecmf 10si heightAboveGround 10 20260428 0 \n", + "42 ecmf 10si heightAboveGround 10 20260428 0 \n", + "43 ecmf 10si heightAboveGround 10 20260428 0 \n", + "44 ecmf 10si heightAboveGround 10 20260428 0 \n", + "45 ecmf 10si heightAboveGround 10 20260428 0 \n", + "46 ecmf 10si heightAboveGround 10 20260428 0 \n", + "47 ecmf 10si heightAboveGround 10 20260428 0 \n", + "48 ecmf 10si heightAboveGround 10 20260428 0 \n", + "49 ecmf 10si heightAboveGround 10 20260428 0 \n", + "50 ecmf 10si heightAboveGround 10 20260428 0 \n", + "\n", + " stepRange dataType number gridType \n", + "Message \n", + "0 24 pf 1 regular_ll \n", + "1 24 pf 10 regular_ll \n", + "2 24 pf 11 regular_ll \n", + "3 24 pf 12 regular_ll \n", + "4 24 pf 13 regular_ll \n", + "5 24 pf 14 regular_ll \n", + "6 24 pf 15 regular_ll \n", + "7 24 pf 16 regular_ll \n", + "8 24 pf 17 regular_ll \n", + "9 24 pf 18 regular_ll \n", + "10 24 pf 19 regular_ll \n", + "11 24 pf 2 regular_ll \n", + "12 24 pf 20 regular_ll \n", + "13 24 pf 21 regular_ll \n", + "14 24 pf 22 regular_ll \n", + "15 24 pf 23 regular_ll \n", + "16 24 pf 24 regular_ll \n", + "17 24 pf 25 regular_ll \n", + "18 24 pf 26 regular_ll \n", + "19 24 pf 27 regular_ll \n", + "20 24 pf 28 regular_ll \n", + "21 24 pf 29 regular_ll \n", + "22 24 pf 3 regular_ll \n", + "23 24 pf 30 regular_ll \n", + "24 24 pf 31 regular_ll \n", + "25 24 pf 32 regular_ll \n", + "26 24 pf 33 regular_ll \n", + "27 24 pf 34 regular_ll \n", + "28 24 pf 35 regular_ll \n", + "29 24 pf 36 regular_ll \n", + "30 24 pf 37 regular_ll \n", + "31 24 pf 38 regular_ll \n", + "32 24 pf 39 regular_ll \n", + "33 24 pf 4 regular_ll \n", + "34 24 pf 40 regular_ll \n", + "35 24 pf 41 regular_ll \n", + "36 24 pf 42 regular_ll \n", + "37 24 pf 43 regular_ll \n", + "38 24 pf 44 regular_ll \n", + "39 24 pf 45 regular_ll \n", + "40 24 pf 46 regular_ll \n", + "41 24 pf 47 regular_ll \n", + "42 24 pf 48 regular_ll \n", + "43 24 pf 49 regular_ll \n", + "44 24 pf 5 regular_ll \n", + "45 24 pf 50 regular_ll \n", + "46 24 pf 6 regular_ll \n", + "47 24 pf 7 regular_ll \n", + "48 24 pf 8 regular_ll \n", + "49 24 pf 9 regular_ll \n", + "50 24 fc None regular_ll " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "speed.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "f410bce3-3233-44fe-9157-bd6c678a9f19", + "metadata": {}, + "source": [ + "To calculate the probability of wind speed being greater than 10 m/s and total precipitation being greater than 1 mm (0.001 m), we need to mask where these conditions are filled for each ensemble member. \n", + "First, we make an empty fieldset object, and then we append each mask field to it. \n", + "Finally, we can calculate the probability by calculating the mean of this fieldset and multiplying by 100. \n", + "\n", + "One additional step we need to do here is to calculate the total precipitation between steps 21 and 24, because the raw data has the total precipitation accumulated from the start of the forecast." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "def32e2e-7acc-4059-a422-49148ec11166", + "metadata": {}, + "outputs": [], + "source": [ + "mask = mv.Fieldset()\n", + "for number in [None] + list(range(1, 51)):\n", + " speed_n = speed.select(number = number,)\n", + " tp_24 = data.select(shortName='tp',step=24, number = number)\n", + " tp_21 = data.select(shortName='tp',step=21, number = number)\n", + " tp_n = tp_24 - tp_21\n", + " m = (speed_n > 10) & (tp_n >= 0.001)\n", + " mask.append(m)\n", + "\n", + "prob = (mv.mean(mask))*100" + ] + }, + { + "cell_type": "markdown", + "id": "7b5c9496", + "metadata": {}, + "source": [ + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "9b17202e-7df4-43a4-ac65-71eadbacd218", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "prob_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blup_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Combined probabilities: wind speed >10m/s and total precipitation > 1mm\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-ens-tp-ws\", # specify relative or full path\n", + " output_title = \"medium-ens-tp-ws\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "ebd615be-4157-4f88-b566-0b70341cc432", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-ens-wave-ws.ipynb b/opencharts/medium-ens-wave-ws.ipynb index cf54f89..6874c7e 100644 --- a/opencharts/medium-ens-wave-ws.ipynb +++ b/opencharts/medium-ens-wave-ws.ipynb @@ -1,1506 +1,1484 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "99e81713", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tCombined probabilities: 10m wind speed > 10 m/s and significant wave height > 2m" - ] - }, - { - "cell_type": "markdown", - "id": "187ac9cb", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-ens-wave-ws \n" - ] - }, - { - "cell_type": "markdown", - "id": "f031e93e-177f-4740-8364-6ccbbc551a07", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "a4ec26e4", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 3 parameters :\n", - "\n", - "* [Significant height of combined wind waves and swell](https://codes.ecmwf.int/grib/param-db/140229)\n", - "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", - "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" - ] - }, - { - "cell_type": "markdown", - "id": "c2b193ae-a013-478b-9b76-6d539bbc482b", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "d944e687", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "99c4e346", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "80df2211", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-ens-wave-ws_enfo.grib'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters_enfo = ['10u', '10v']\n", - "filename_enfo = 'medium-ens-wave-ws_enfo.grib'\n", - "filename_enfo" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "7d020c62-4768-4747-861a-83c9301cdd20", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-ens-wave-ws_enfo_waef.grib'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters_wave = ['swh']\n", - "filename_wave = 'medium-ens-wave-ws_enfo_waef.grib'\n", - "filename_wave" - ] - }, - { - "cell_type": "markdown", - "id": "1346de01-0657-4b32-8166-d094c871988e", - "metadata": {}, - "source": [ - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as the control forecast. \n", - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "900f8cef-ebb9-44fd-a8d6-2a22314bcc92", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20250108000000-12h-enfo-ef.grib2: 0%| | 0.00/84.5M [00:00" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=12,\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters_enfo,\n", - " target=filename_enfo\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "01075c4d", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20250108000000-12h-waef-ef.grib2: 0%| | 0.00/38.2M [00:00" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=12,\n", - " stream=\"waef\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters_wave,\n", - " target=filename_wave\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "a65f5e22-e42b-4fa0-a27c-cf4223db5a1b", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the files." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "6a2cfcd6-184f-45d2-a210-e4933213192c", - "metadata": {}, - "outputs": [], - "source": [ - "data_enfo = mv.read(filename_enfo)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "38421bdb", - "metadata": {}, - "outputs": [], - "source": [ - "data_wave = mv.read(filename_wave)" - ] - }, - { - "cell_type": "markdown", - "id": "bfc76d75", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "9917b789", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround10202501080120,1,...165odenfocf,pf0001
10vheightAboveGround10202501080120,1,...166odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_enfo.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "e7852b6e-fd70-43c4-aa5b-70d569c7ce48", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
swhsurface0202501080120,1,...140229odwaefcf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_wave.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "8dec5c59-7c96-48eb-a8fd-54a6dedffcd9", - "metadata": {}, - "source": [ - "And an overview of one parameter, where we can see more information, such as units or type of level." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "bae44995-bcf9-4ff4-9565-d5abf2a563aa", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortNameswh
nameSignificant height of combined wind waves and swell
paramId140229
unitsm
typeOfLevelsurface
level0
date20250108
time0
step12
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamwaef
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_wave.describe('swh')" - ] - }, - { - "cell_type": "markdown", - "id": "eae8668b", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d08558a9", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmfswhsurface020250108012pf21regular_ll
1ecmfswhsurface020250108012pf12regular_ll
2ecmfswhsurface020250108012pf4regular_ll
3ecmfswhsurface020250108012pf30regular_ll
4ecmfswhsurface020250108012pf49regular_ll
5ecmfswhsurface020250108012pf31regular_ll
6ecmfswhsurface020250108012pf13regular_ll
7ecmfswhsurface020250108012pf22regular_ll
8ecmfswhsurface020250108012pf5regular_ll
9ecmfswhsurface020250108012pf40regular_ll
10ecmfswhsurface020250108012pf32regular_ll
11ecmfswhsurface020250108012pf14regular_ll
12ecmfswhsurface020250108012pf23regular_ll
13ecmfswhsurface020250108012pf41regular_ll
14ecmfswhsurface020250108012pf50regular_ll
15ecmfswhsurface020250108012pf33regular_ll
16ecmfswhsurface020250108012pf6regular_ll
17ecmfswhsurface020250108012pf24regular_ll
18ecmfswhsurface020250108012pf15regular_ll
19ecmfswhsurface020250108012pf42regular_ll
20ecmfswhsurface020250108012pf25regular_ll
21ecmfswhsurface020250108012pf16regular_ll
22ecmfswhsurface020250108012pf43regular_ll
23ecmfswhsurface020250108012pf7regular_ll
24ecmfswhsurface020250108012pf8regular_ll
25ecmfswhsurface020250108012pf34regular_ll
26ecmfswhsurface020250108012pf26regular_ll
27ecmfswhsurface020250108012pf17regular_ll
28ecmfswhsurface020250108012pf44regular_ll
29ecmfswhsurface020250108012pf35regular_ll
30ecmfswhsurface020250108012pf18regular_ll
31ecmfswhsurface020250108012pf9regular_ll
32ecmfswhsurface020250108012pf45regular_ll
33ecmfswhsurface020250108012pf27regular_ll
34ecmfswhsurface020250108012pf36regular_ll
35ecmfswhsurface020250108012pf46regular_ll
36ecmfswhsurface020250108012pf37regular_ll
37ecmfswhsurface020250108012pf19regular_ll
38ecmfswhsurface020250108012cf0regular_ll
39ecmfswhsurface020250108012pf28regular_ll
40ecmfswhsurface020250108012pf1regular_ll
41ecmfswhsurface020250108012pf10regular_ll
42ecmfswhsurface020250108012pf2regular_ll
43ecmfswhsurface020250108012pf47regular_ll
44ecmfswhsurface020250108012pf29regular_ll
45ecmfswhsurface020250108012pf38regular_ll
46ecmfswhsurface020250108012pf20regular_ll
47ecmfswhsurface020250108012pf39regular_ll
48ecmfswhsurface020250108012pf11regular_ll
49ecmfswhsurface020250108012pf3regular_ll
50ecmfswhsurface020250108012pf48regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", - "Message \n", - "0 ecmf swh surface 0 20250108 0 12 \n", - "1 ecmf swh surface 0 20250108 0 12 \n", - "2 ecmf swh surface 0 20250108 0 12 \n", - "3 ecmf swh surface 0 20250108 0 12 \n", - "4 ecmf swh surface 0 20250108 0 12 \n", - "5 ecmf swh surface 0 20250108 0 12 \n", - "6 ecmf swh surface 0 20250108 0 12 \n", - "7 ecmf swh surface 0 20250108 0 12 \n", - "8 ecmf swh surface 0 20250108 0 12 \n", - "9 ecmf swh surface 0 20250108 0 12 \n", - "10 ecmf swh surface 0 20250108 0 12 \n", - "11 ecmf swh surface 0 20250108 0 12 \n", - "12 ecmf swh surface 0 20250108 0 12 \n", - "13 ecmf swh surface 0 20250108 0 12 \n", - "14 ecmf swh surface 0 20250108 0 12 \n", - "15 ecmf swh surface 0 20250108 0 12 \n", - "16 ecmf swh surface 0 20250108 0 12 \n", - "17 ecmf swh surface 0 20250108 0 12 \n", - "18 ecmf swh surface 0 20250108 0 12 \n", - "19 ecmf swh surface 0 20250108 0 12 \n", - "20 ecmf swh surface 0 20250108 0 12 \n", - "21 ecmf swh surface 0 20250108 0 12 \n", - "22 ecmf swh surface 0 20250108 0 12 \n", - "23 ecmf swh surface 0 20250108 0 12 \n", - "24 ecmf swh surface 0 20250108 0 12 \n", - "25 ecmf swh surface 0 20250108 0 12 \n", - "26 ecmf swh surface 0 20250108 0 12 \n", - "27 ecmf swh surface 0 20250108 0 12 \n", - "28 ecmf swh surface 0 20250108 0 12 \n", - "29 ecmf swh surface 0 20250108 0 12 \n", - "30 ecmf swh surface 0 20250108 0 12 \n", - "31 ecmf swh surface 0 20250108 0 12 \n", - "32 ecmf swh surface 0 20250108 0 12 \n", - "33 ecmf swh surface 0 20250108 0 12 \n", - "34 ecmf swh surface 0 20250108 0 12 \n", - "35 ecmf swh surface 0 20250108 0 12 \n", - "36 ecmf swh surface 0 20250108 0 12 \n", - "37 ecmf swh surface 0 20250108 0 12 \n", - "38 ecmf swh surface 0 20250108 0 12 \n", - "39 ecmf swh surface 0 20250108 0 12 \n", - "40 ecmf swh surface 0 20250108 0 12 \n", - "41 ecmf swh surface 0 20250108 0 12 \n", - "42 ecmf swh surface 0 20250108 0 12 \n", - "43 ecmf swh surface 0 20250108 0 12 \n", - "44 ecmf swh surface 0 20250108 0 12 \n", - "45 ecmf swh surface 0 20250108 0 12 \n", - "46 ecmf swh surface 0 20250108 0 12 \n", - "47 ecmf swh surface 0 20250108 0 12 \n", - "48 ecmf swh surface 0 20250108 0 12 \n", - "49 ecmf swh surface 0 20250108 0 12 \n", - "50 ecmf swh surface 0 20250108 0 12 \n", - "\n", - " dataType number gridType \n", - "Message \n", - "0 pf 21 regular_ll \n", - "1 pf 12 regular_ll \n", - "2 pf 4 regular_ll \n", - "3 pf 30 regular_ll \n", - "4 pf 49 regular_ll \n", - "5 pf 31 regular_ll \n", - "6 pf 13 regular_ll \n", - "7 pf 22 regular_ll \n", - "8 pf 5 regular_ll \n", - "9 pf 40 regular_ll \n", - "10 pf 32 regular_ll \n", - "11 pf 14 regular_ll \n", - "12 pf 23 regular_ll \n", - "13 pf 41 regular_ll \n", - "14 pf 50 regular_ll \n", - "15 pf 33 regular_ll \n", - "16 pf 6 regular_ll \n", - "17 pf 24 regular_ll \n", - "18 pf 15 regular_ll \n", - "19 pf 42 regular_ll \n", - "20 pf 25 regular_ll \n", - "21 pf 16 regular_ll \n", - "22 pf 43 regular_ll \n", - "23 pf 7 regular_ll \n", - "24 pf 8 regular_ll \n", - "25 pf 34 regular_ll \n", - "26 pf 26 regular_ll \n", - "27 pf 17 regular_ll \n", - "28 pf 44 regular_ll \n", - "29 pf 35 regular_ll \n", - "30 pf 18 regular_ll \n", - "31 pf 9 regular_ll \n", - "32 pf 45 regular_ll \n", - "33 pf 27 regular_ll \n", - "34 pf 36 regular_ll \n", - "35 pf 46 regular_ll \n", - "36 pf 37 regular_ll \n", - "37 pf 19 regular_ll \n", - "38 cf 0 regular_ll \n", - "39 pf 28 regular_ll \n", - "40 pf 1 regular_ll \n", - "41 pf 10 regular_ll \n", - "42 pf 2 regular_ll \n", - "43 pf 47 regular_ll \n", - "44 pf 29 regular_ll \n", - "45 pf 38 regular_ll \n", - "46 pf 20 regular_ll \n", - "47 pf 39 regular_ll \n", - "48 pf 11 regular_ll \n", - "49 pf 3 regular_ll \n", - "50 pf 48 regular_ll " - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_wave.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "f8a0e223-e999-42b6-acaf-63fbae74177b", - "metadata": {}, - "source": [ - "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", - "Note that we can give a fieldset on N u/v components, not just one pair. \n", - "\n", - "In this case we will calculate all 51 ensemble members at the same time. \n", - "First we need to filter out u and v and sort the fieldsets." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "4289bf50", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202501080120,1,...207odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "u = data_enfo.select(shortName= '10u').sort()\n", - "v = data_enfo.select(shortName= '10v').sort()\n", - "\n", - "speed = mv.speed(u,v)\n", - "speed.describe()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "221626e3-7524-41c6-9002-02fb1535a785", - "metadata": {}, - "outputs": [], - "source": [ - "mask = mv.Fieldset()\n", - "for number in range(51):\n", - " swh_n = data_wave.select(number = number,)\n", - " speed_n = speed.select(number = number)\n", - " m = (swh_n > 2) & (speed_n >= 10)\n", - " mask.append(m)\n", - "\n", - "prob = (mv.mean(mask))*100" - ] - }, - { - "cell_type": "markdown", - "id": "cda5bd95", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "Each parameter has a dedicated style used at ECMWF web open charts." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "c0421d5e", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "prob_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blup_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Combined probabilities: 10m wind speed > 10 m/s and significant wave height > 2m\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-ens-wave-ws\", # specify relative or full path\n", - " output_title = \"medium-ens-wave-ws\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "4d44f5cc-fc4f-46a7-9c5d-ef427c2ef950", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "99e81713", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "open_data" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tCombined probabilities: 10m wind speed > 10 m/s and significant wave height > 2m" + ] + }, + { + "cell_type": "markdown", + "id": "187ac9cb", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-ens-wave-ws \n" + ] + }, + { + "cell_type": "markdown", + "id": "f031e93e-177f-4740-8364-6ccbbc551a07", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "a4ec26e4", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 3 parameters :\n", + "\n", + "* [Significant height of combined wind waves and swell](https://codes.ecmwf.int/grib/param-db/140229)\n", + "* [10 metre U wind component](https://codes.ecmwf.int/grib/param-db/165)\n", + "* [10 metre V wind component](https://codes.ecmwf.int/grib/param-db/166)" + ] + }, + { + "cell_type": "markdown", + "id": "c2b193ae-a013-478b-9b76-6d539bbc482b", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "9dfb065e", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d944e687", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "99c4e346", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "80df2211", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-ens-wave-ws_enfo-pf.grib', 'medium-ens-wave-ws_oper-fc.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters_enfo = ['10u', '10v']\n", + "filename_enfo = 'medium-ens-wave-ws_enfo-pf.grib'\n", + "filename_oper = 'medium-ens-wave-ws_oper-fc.grib'\n", + "filename_enfo,filename_oper" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7d020c62-4768-4747-861a-83c9301cdd20", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-ens-wave-ws_waef-pf.grib', 'medium-ens-wave-ws_wave-fc.grib')" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters_wave = ['swh']\n", + "filename_waef = 'medium-ens-wave-ws_waef-pf.grib'\n", + "filename_wave = 'medium-ens-wave-ws_wave-fc.grib'\n", + "filename_waef,filename_wave" + ] + }, + { + "cell_type": "markdown", + "id": "1346de01-0657-4b32-8166-d094c871988e", + "metadata": {}, + "source": [ + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**.\n", + "Analogically, we use **waef pf** and **wave fc** for ocean.\n", + "\n", + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "900f8cef-ebb9-44fd-a8d6-2a22314bcc92", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters_enfo,\n", + " target=filename_enfo\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters_enfo,\n", + " target=filename_oper\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "01075c4d", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"waef\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters_wave,\n", + " target=filename_waef\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"wave\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters_wave,\n", + " target=filename_wave\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "a65f5e22-e42b-4fa0-a27c-cf4223db5a1b", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "6a2cfcd6-184f-45d2-a210-e4933213192c", + "metadata": {}, + "outputs": [], + "source": [ + "data_enfo = mv.read(filename_enfo)\n", + "data_oper = mv.read(filename_oper)\n", + "data1 = mv.merge(data_enfo,data_oper)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "38421bdb", + "metadata": {}, + "outputs": [], + "source": [ + "data_waef = mv.read(filename_waef)\n", + "data_wave = mv.read(filename_wave)\n", + "data2 = mv.merge(data_waef,data_wave)" + ] + }, + { + "cell_type": "markdown", + "id": "bfc76d75", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the datasets. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9917b789", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10uheightAboveGround10202604280121,10,...165odenfo,operfc,pf0001
10vheightAboveGround10202604280121,10,...166odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data1.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "e7852b6e-fd70-43c4-aa5b-70d569c7ce48", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
swhsurface0202604280121,10,...140229odwaef,wavefc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data2.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "8dec5c59-7c96-48eb-a8fd-54a6dedffcd9", + "metadata": {}, + "source": [ + "And an overview of one parameter, where we can see more information, such as units or type of level." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "bae44995-bcf9-4ff4-9565-d5abf2a563aa", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortNameswh
nameSignificant height of combined wind waves and swell
paramId140229
unitsm
typeOfLevelsurface
level0
date20260428
time0
step12
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamwaef,wave
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data2.describe('swh')" + ] + }, + { + "cell_type": "markdown", + "id": "eae8668b", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d08558a9", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmfswhsurface020260428012pf39regular_ll
1ecmfswhsurface020260428012pf20regular_ll
2ecmfswhsurface020260428012pf29regular_ll
3ecmfswhsurface020260428012pf10regular_ll
4ecmfswhsurface020260428012pf37regular_ll
5ecmfswhsurface020260428012pf19regular_ll
6ecmfswhsurface020260428012pf27regular_ll
7ecmfswhsurface020260428012pf17regular_ll
8ecmfswhsurface020260428012pf35regular_ll
9ecmfswhsurface020260428012pf25regular_ll
10ecmfswhsurface020260428012pf15regular_ll
11ecmfswhsurface020260428012pf33regular_ll
12ecmfswhsurface020260428012pf6regular_ll
13ecmfswhsurface020260428012pf41regular_ll
14ecmfswhsurface020260428012pf23regular_ll
15ecmfswhsurface020260428012pf13regular_ll
16ecmfswhsurface020260428012pf31regular_ll
17ecmfswhsurface020260428012pf5regular_ll
18ecmfswhsurface020260428012pf4regular_ll
19ecmfswhsurface020260428012pf21regular_ll
20ecmfswhsurface020260428012pf11regular_ll
21ecmfswhsurface020260428012pf38regular_ll
22ecmfswhsurface020260428012pf3regular_ll
23ecmfswhsurface020260428012pf28regular_ll
24ecmfswhsurface020260428012pf2regular_ll
25ecmfswhsurface020260428012pf36regular_ll
26ecmfswhsurface020260428012pf9regular_ll
27ecmfswhsurface020260428012pf18regular_ll
28ecmfswhsurface020260428012pf26regular_ll
29ecmfswhsurface020260428012pf7regular_ll
30ecmfswhsurface020260428012pf1regular_ll
31ecmfswhsurface020260428012pf34regular_ll
32ecmfswhsurface020260428012pf24regular_ll
33ecmfswhsurface020260428012pf16regular_ll
34ecmfswhsurface020260428012pf42regular_ll
35ecmfswhsurface020260428012pf32regular_ll
36ecmfswhsurface020260428012pf50regular_ll
37ecmfswhsurface020260428012pf14regular_ll
38ecmfswhsurface020260428012pf22regular_ll
39ecmfswhsurface020260428012pf40regular_ll
40ecmfswhsurface020260428012pf30regular_ll
41ecmfswhsurface020260428012pf12regular_ll
42ecmfswhsurface020260428012pf45regular_ll
43ecmfswhsurface020260428012pf8regular_ll
44ecmfswhsurface020260428012pf43regular_ll
45ecmfswhsurface020260428012pf47regular_ll
46ecmfswhsurface020260428012pf48regular_ll
47ecmfswhsurface020260428012pf44regular_ll
48ecmfswhsurface020260428012pf46regular_ll
49ecmfswhsurface020260428012pf49regular_ll
50ecmfswhsurface020260428012fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", + "Message \n", + "0 ecmf swh surface 0 20260428 0 12 \n", + "1 ecmf swh surface 0 20260428 0 12 \n", + "2 ecmf swh surface 0 20260428 0 12 \n", + "3 ecmf swh surface 0 20260428 0 12 \n", + "4 ecmf swh surface 0 20260428 0 12 \n", + "5 ecmf swh surface 0 20260428 0 12 \n", + "6 ecmf swh surface 0 20260428 0 12 \n", + "7 ecmf swh surface 0 20260428 0 12 \n", + "8 ecmf swh surface 0 20260428 0 12 \n", + "9 ecmf swh surface 0 20260428 0 12 \n", + "10 ecmf swh surface 0 20260428 0 12 \n", + "11 ecmf swh surface 0 20260428 0 12 \n", + "12 ecmf swh surface 0 20260428 0 12 \n", + "13 ecmf swh surface 0 20260428 0 12 \n", + "14 ecmf swh surface 0 20260428 0 12 \n", + "15 ecmf swh surface 0 20260428 0 12 \n", + "16 ecmf swh surface 0 20260428 0 12 \n", + "17 ecmf swh surface 0 20260428 0 12 \n", + "18 ecmf swh surface 0 20260428 0 12 \n", + "19 ecmf swh surface 0 20260428 0 12 \n", + "20 ecmf swh surface 0 20260428 0 12 \n", + "21 ecmf swh surface 0 20260428 0 12 \n", + "22 ecmf swh surface 0 20260428 0 12 \n", + "23 ecmf swh surface 0 20260428 0 12 \n", + "24 ecmf swh surface 0 20260428 0 12 \n", + "25 ecmf swh surface 0 20260428 0 12 \n", + "26 ecmf swh surface 0 20260428 0 12 \n", + "27 ecmf swh surface 0 20260428 0 12 \n", + "28 ecmf swh surface 0 20260428 0 12 \n", + "29 ecmf swh surface 0 20260428 0 12 \n", + "30 ecmf swh surface 0 20260428 0 12 \n", + "31 ecmf swh surface 0 20260428 0 12 \n", + "32 ecmf swh surface 0 20260428 0 12 \n", + "33 ecmf swh surface 0 20260428 0 12 \n", + "34 ecmf swh surface 0 20260428 0 12 \n", + "35 ecmf swh surface 0 20260428 0 12 \n", + "36 ecmf swh surface 0 20260428 0 12 \n", + "37 ecmf swh surface 0 20260428 0 12 \n", + "38 ecmf swh surface 0 20260428 0 12 \n", + "39 ecmf swh surface 0 20260428 0 12 \n", + "40 ecmf swh surface 0 20260428 0 12 \n", + "41 ecmf swh surface 0 20260428 0 12 \n", + "42 ecmf swh surface 0 20260428 0 12 \n", + "43 ecmf swh surface 0 20260428 0 12 \n", + "44 ecmf swh surface 0 20260428 0 12 \n", + "45 ecmf swh surface 0 20260428 0 12 \n", + "46 ecmf swh surface 0 20260428 0 12 \n", + "47 ecmf swh surface 0 20260428 0 12 \n", + "48 ecmf swh surface 0 20260428 0 12 \n", + "49 ecmf swh surface 0 20260428 0 12 \n", + "50 ecmf swh surface 0 20260428 0 12 \n", + "\n", + " dataType number gridType \n", + "Message \n", + "0 pf 39 regular_ll \n", + "1 pf 20 regular_ll \n", + "2 pf 29 regular_ll \n", + "3 pf 10 regular_ll \n", + "4 pf 37 regular_ll \n", + "5 pf 19 regular_ll \n", + "6 pf 27 regular_ll \n", + "7 pf 17 regular_ll \n", + "8 pf 35 regular_ll \n", + "9 pf 25 regular_ll \n", + "10 pf 15 regular_ll \n", + "11 pf 33 regular_ll \n", + "12 pf 6 regular_ll \n", + "13 pf 41 regular_ll \n", + "14 pf 23 regular_ll \n", + "15 pf 13 regular_ll \n", + "16 pf 31 regular_ll \n", + "17 pf 5 regular_ll \n", + "18 pf 4 regular_ll \n", + "19 pf 21 regular_ll \n", + "20 pf 11 regular_ll \n", + "21 pf 38 regular_ll \n", + "22 pf 3 regular_ll \n", + "23 pf 28 regular_ll \n", + "24 pf 2 regular_ll \n", + "25 pf 36 regular_ll \n", + "26 pf 9 regular_ll \n", + "27 pf 18 regular_ll \n", + "28 pf 26 regular_ll \n", + "29 pf 7 regular_ll \n", + "30 pf 1 regular_ll \n", + "31 pf 34 regular_ll \n", + "32 pf 24 regular_ll \n", + "33 pf 16 regular_ll \n", + "34 pf 42 regular_ll \n", + "35 pf 32 regular_ll \n", + "36 pf 50 regular_ll \n", + "37 pf 14 regular_ll \n", + "38 pf 22 regular_ll \n", + "39 pf 40 regular_ll \n", + "40 pf 30 regular_ll \n", + "41 pf 12 regular_ll \n", + "42 pf 45 regular_ll \n", + "43 pf 8 regular_ll \n", + "44 pf 43 regular_ll \n", + "45 pf 47 regular_ll \n", + "46 pf 48 regular_ll \n", + "47 pf 44 regular_ll \n", + "48 pf 46 regular_ll \n", + "49 pf 49 regular_ll \n", + "50 fc None regular_ll " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data2.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "f8a0e223-e999-42b6-acaf-63fbae74177b", + "metadata": {}, + "source": [ + "**Metview** library has a built in function to calculate the speed from u and v components. It takes u/v fieldsets as input and gives back speed intensity. \n", + "Note that we can give a fieldset on N u/v components, not just one pair. \n", + "\n", + "In this case we will calculate all 51 ensemble members at the same time. \n", + "First we need to filter out u and v and sort the fieldsets." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "4289bf50", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
10siheightAboveGround10202604280121,10,...207odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "u = data1.select(shortName= '10u').sort()\n", + "v = data1.select(shortName= '10v').sort()\n", + "\n", + "speed = mv.speed(u,v)\n", + "speed.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "221626e3-7524-41c6-9002-02fb1535a785", + "metadata": {}, + "outputs": [], + "source": [ + "mask = mv.Fieldset()\n", + "for number in [None] + list(range(1, 51)):\n", + " swh_n = data2.select(number = number,)\n", + " speed_n = speed.select(number = number)\n", + " m = (swh_n > 2) & (speed_n >= 10)\n", + " mask.append(m)\n", + "\n", + "prob = (mv.mean(mask))*100" + ] + }, + { + "cell_type": "markdown", + "id": "cda5bd95", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "Each parameter has a dedicated style used at ECMWF web open charts." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c0421d5e", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "prob_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blup_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Combined probabilities: 10m wind speed > 10 m/s and significant wave height > 2m\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-ens-wave-ws\", # specify relative or full path\n", + " output_title = \"medium-ens-wave-ws\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "4d44f5cc-fc4f-46a7-9c5d-ef427c2ef950", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-mwp-long-probability.ipynb b/opencharts/medium-mwp-long-probability.ipynb index baf5285..f24d34e 100644 --- a/opencharts/medium-mwp-long-probability.ipynb +++ b/opencharts/medium-mwp-long-probability.ipynb @@ -1,792 +1,780 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "755e5ec3", - "metadata": { - "tags": [ - "open_data", - "probabilities" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tProbabilities (Day 10-15): Mean wave period" - ] - }, - { - "cell_type": "markdown", - "id": "224f7469-7ad8-4910-8a7f-583df109f649", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-mwp-long-probability \n" - ] - }, - { - "cell_type": "markdown", - "id": "374a552c-6803-4965-9b32-d80c18c345a7", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "ead0d413", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "e0ed2744", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 1 parameter:\n", - "\n", - "* [Mean wave period](https://codes.ecmwf.int/grib/param-db/140232)" - ] - }, - { - "cell_type": "markdown", - "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "4395a25e", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "7c429eff", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "db6fd2e8", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-mwp-long-probability.grib'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['mwp']\n", - "filename = 'medium-mwp-long-probability.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "52985b87", - "metadata": {}, - "source": [ - "To calculate the probability of Mean wave period > 8 s in period from day 5 to day 10 in the forecast, we need to retrieve all the ensemble members and all the steps from 240 to 360. \n", - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as control forecast." - ] - }, - { - "cell_type": "markdown", - "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!\n", - "
\n", - "Note: The next cell will download 30 steps and 51 ensemble members. The file to download will be around 0.51 Gb. Make sure you have enough space and good bandwith before executing it.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "c0318ea1-bfdf-4e64-bdf7-501be68cc968", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - ": 0%| | 0.00/874M [00:00" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "steps=list(range(240,366,6))\n", - "\n", - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=steps,\n", - " stream=\"waef\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "65f5dd51", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "5e7ceda3", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "cfc536bc", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "61e65089", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
mwpsurface0202412230240,246,...0,1,...140232odwaefcf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "c2bddc76-50ea-44cc-8728-506be1232235", - "metadata": {}, - "source": [ - "And an overview of one parameter, where we can see more information, such as units or type of level." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "9ac51194-5380-470a-83ba-1d351c2cfeca", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortNamemwp
nameMean wave period
paramId140232
unitss
typeOfLevelsurface
level0
date20241223
time0
step240,246,252,258,264,270,276,282,288,294,300,306,312,318,324,330,336,342,348,354,360
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamwaef
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('mwp')" - ] - }, - { - "cell_type": "markdown", - "id": "6c03429c", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "f955b02e", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmfmwpsurface0202412230240pf18regular_ll
1ecmfmwpsurface0202412230240pf27regular_ll
2ecmfmwpsurface0202412230240pf36regular_ll
3ecmfmwpsurface0202412230240pf45regular_ll
4ecmfmwpsurface0202412230240pf9regular_ll
.................................
1066ecmfmwpsurface0202412230360pf17regular_ll
1067ecmfmwpsurface0202412230360pf44regular_ll
1068ecmfmwpsurface0202412230360pf26regular_ll
1069ecmfmwpsurface0202412230360pf35regular_ll
1070ecmfmwpsurface0202412230360pf8regular_ll
\n", - "

1071 rows × 10 columns

\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", - "Message \n", - "0 ecmf mwp surface 0 20241223 0 240 \n", - "1 ecmf mwp surface 0 20241223 0 240 \n", - "2 ecmf mwp surface 0 20241223 0 240 \n", - "3 ecmf mwp surface 0 20241223 0 240 \n", - "4 ecmf mwp surface 0 20241223 0 240 \n", - "... ... ... ... ... ... ... ... \n", - "1066 ecmf mwp surface 0 20241223 0 360 \n", - "1067 ecmf mwp surface 0 20241223 0 360 \n", - "1068 ecmf mwp surface 0 20241223 0 360 \n", - "1069 ecmf mwp surface 0 20241223 0 360 \n", - "1070 ecmf mwp surface 0 20241223 0 360 \n", - "\n", - " dataType number gridType \n", - "Message \n", - "0 pf 18 regular_ll \n", - "1 pf 27 regular_ll \n", - "2 pf 36 regular_ll \n", - "3 pf 45 regular_ll \n", - "4 pf 9 regular_ll \n", - "... ... ... ... \n", - "1066 pf 17 regular_ll \n", - "1067 pf 44 regular_ll \n", - "1068 pf 26 regular_ll \n", - "1069 pf 35 regular_ll \n", - "1070 pf 8 regular_ll \n", - "\n", - "[1071 rows x 10 columns]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "0fcdc285-8aa2-4eb0-9f19-cab8f1d4c815", - "metadata": {}, - "source": [ - "We can mask where the mean wave period is equal or greater than 8 s. \n", - "This will set values at 1 where the mean wave period is >= 8 s m and 0 where it is <= 8 s.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "197e98ef-8cba-4e0d-86f0-753767e43263", - "metadata": {}, - "outputs": [], - "source": [ - "mwp_mask = data > 8" - ] - }, - { - "cell_type": "markdown", - "id": "0607e807", - "metadata": {}, - "source": [ - "Now we can calculate the probability:" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "2a6df14f", - "metadata": {}, - "outputs": [], - "source": [ - "prob_mwp = (mv.mean(mwp_mask) * 100)" - ] - }, - { - "cell_type": "markdown", - "id": "d48c59e5", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "03f7aa46", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "prob_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blup_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Probabilities: Mean wave period > 8 s\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-mwp-long-probability\", # specify relative or full path\n", - " output_title = \"medium-mwp-long-probability\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "755e5ec3", + "metadata": { + "tags": [ + "open_data", + "probabilities" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tProbabilities (Day 10-15): Mean wave period" + ] + }, + { + "cell_type": "markdown", + "id": "224f7469-7ad8-4910-8a7f-583df109f649", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-mwp-long-probability \n" + ] + }, + { + "cell_type": "markdown", + "id": "374a552c-6803-4965-9b32-d80c18c345a7", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "ead0d413", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "e0ed2744", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 1 parameter:\n", + "\n", + "* [Mean wave period](https://codes.ecmwf.int/grib/param-db/140232)" + ] + }, + { + "cell_type": "markdown", + "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "0d17e99f", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4395a25e", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7c429eff", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "db6fd2e8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-mwp-long-probability-pf.grib', 'medium-mwp-long-probability-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['mwp']\n", + "filename1 = 'medium-mwp-long-probability-pf.grib'\n", + "filename2 = 'medium-mwp-long-probability-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "52985b87", + "metadata": {}, + "source": [ + "To calculate the probability of Mean wave period > 8 s in period from day 5 to day 10 in the forecast, we need to retrieve all the ensemble members and all the steps from 240 to 360. \n", + "We need to put **pf** as **type** and **waef** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **wave** as **stream**." + ] + }, + { + "cell_type": "markdown", + "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download the latest forecast!\n", + "
\n", + "Note: The next cell will download 30 steps and 50+1 ensemble members. The files to download will be around 0.92 Gb in total. Make sure you have enough space and good bandwidth before executing it.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c0318ea1-bfdf-4e64-bdf7-501be68cc968", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "steps=list(range(240,366,6))\n", + "\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=steps,\n", + " stream=\"waef\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=steps,\n", + " stream=\"wave\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "65f5dd51", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5e7ceda3", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "cfc536bc", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "61e65089", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
mwpsurface0202604280240,246,...1,10,...140232odwaef,wavefc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "c2bddc76-50ea-44cc-8728-506be1232235", + "metadata": {}, + "source": [ + "And an overview of one parameter, where we can see more information, such as units or type of level." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9ac51194-5380-470a-83ba-1d351c2cfeca", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortNamemwp
nameMean wave period
paramId140232
unitss
typeOfLevelsurface
level0
date20260428
time0
step240,246,252,258,264,270,276,282,288,294,300,306,312,318,324,330,336,342,348,354,360
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamwaef,wave
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('mwp')" + ] + }, + { + "cell_type": "markdown", + "id": "6c03429c", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f955b02e", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmfmwpsurface0202604280240pf16regular_ll
1ecmfmwpsurface0202604280240pf34regular_ll
2ecmfmwpsurface0202604280240pf24regular_ll
3ecmfmwpsurface0202604280240pf32regular_ll
4ecmfmwpsurface0202604280240pf50regular_ll
.................................
1066ecmfmwpsurface0202604280336fcNoneregular_ll
1067ecmfmwpsurface0202604280342fcNoneregular_ll
1068ecmfmwpsurface0202604280348fcNoneregular_ll
1069ecmfmwpsurface0202604280354fcNoneregular_ll
1070ecmfmwpsurface0202604280360fcNoneregular_ll
\n", + "

1071 rows × 10 columns

\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", + "Message \n", + "0 ecmf mwp surface 0 20260428 0 240 \n", + "1 ecmf mwp surface 0 20260428 0 240 \n", + "2 ecmf mwp surface 0 20260428 0 240 \n", + "3 ecmf mwp surface 0 20260428 0 240 \n", + "4 ecmf mwp surface 0 20260428 0 240 \n", + "... ... ... ... ... ... ... ... \n", + "1066 ecmf mwp surface 0 20260428 0 336 \n", + "1067 ecmf mwp surface 0 20260428 0 342 \n", + "1068 ecmf mwp surface 0 20260428 0 348 \n", + "1069 ecmf mwp surface 0 20260428 0 354 \n", + "1070 ecmf mwp surface 0 20260428 0 360 \n", + "\n", + " dataType number gridType \n", + "Message \n", + "0 pf 16 regular_ll \n", + "1 pf 34 regular_ll \n", + "2 pf 24 regular_ll \n", + "3 pf 32 regular_ll \n", + "4 pf 50 regular_ll \n", + "... ... ... ... \n", + "1066 fc None regular_ll \n", + "1067 fc None regular_ll \n", + "1068 fc None regular_ll \n", + "1069 fc None regular_ll \n", + "1070 fc None regular_ll \n", + "\n", + "[1071 rows x 10 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "0fcdc285-8aa2-4eb0-9f19-cab8f1d4c815", + "metadata": {}, + "source": [ + "We can mask where the mean wave period is equal or greater than 8 s. \n", + "This will set values at 1 where the mean wave period is >= 8 s m and 0 where it is <= 8 s.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "197e98ef-8cba-4e0d-86f0-753767e43263", + "metadata": {}, + "outputs": [], + "source": [ + "mwp_mask = data > 8" + ] + }, + { + "cell_type": "markdown", + "id": "0607e807", + "metadata": {}, + "source": [ + "Now we can calculate the probability:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2a6df14f", + "metadata": {}, + "outputs": [], + "source": [ + "prob_mwp = (mv.mean(mwp_mask) * 100)" + ] + }, + { + "cell_type": "markdown", + "id": "d48c59e5", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "03f7aa46", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "prob_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blup_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Probabilities: Mean wave period > 8 s\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-mwp-long-probability\", # specify relative or full path\n", + " output_title = \"medium-mwp-long-probability\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-mwp-probability.ipynb b/opencharts/medium-mwp-probability.ipynb index 350b23c..96a5691 100644 --- a/opencharts/medium-mwp-probability.ipynb +++ b/opencharts/medium-mwp-probability.ipynb @@ -1,1384 +1,1372 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "755e5ec3", - "metadata": { - "tags": [ - "open_data", - "probabilities" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tProbabilities: Mean wave period" - ] - }, - { - "cell_type": "markdown", - "id": "224f7469-7ad8-4910-8a7f-583df109f649", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-mwp-probability \n" - ] - }, - { - "cell_type": "markdown", - "id": "374a552c-6803-4965-9b32-d80c18c345a7", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "ead0d413", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "e0ed2744", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 1 parameter:\n", - "\n", - "* [Mean wave period](https://codes.ecmwf.int/grib/param-db/140232)" - ] - }, - { - "cell_type": "markdown", - "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "4395a25e", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "7c429eff", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "db6fd2e8", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-mwp-probability.grib'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['mwp']\n", - "filename = 'medium-mwp-probability.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "52985b87", - "metadata": {}, - "source": [ - "To calculate the probability of Mean wave period > 8 s , we need to retrieve all the ensemble members at the given time. \n", - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as control forecast." - ] - }, - { - "cell_type": "markdown", - "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "51a980a6", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20241223000000-12h-waef-ef.grib2: 0%| | 0.00/38.5M [00:00" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=12,\n", - " stream=\"waef\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "65f5dd51", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "5e7ceda3", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "cfc536bc", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "61e65089", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
mwpsurface0202412230120,1,...140232odwaefcf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "c2bddc76-50ea-44cc-8728-506be1232235", - "metadata": {}, - "source": [ - "And an overview of one parameter, where we can see more information, such as units or type of level." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "9ac51194-5380-470a-83ba-1d351c2cfeca", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortNamemwp
nameMean wave period
paramId140232
unitss
typeOfLevelsurface
level0
date20241223
time0
step12
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamwaef
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('mwp')" - ] - }, - { - "cell_type": "markdown", - "id": "6c03429c", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "f955b02e", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmfmwpsurface020241223012pf37regular_ll
1ecmfmwpsurface020241223012pf1regular_ll
2ecmfmwpsurface020241223012pf19regular_ll
3ecmfmwpsurface020241223012cf0regular_ll
4ecmfmwpsurface020241223012pf28regular_ll
5ecmfmwpsurface020241223012pf46regular_ll
6ecmfmwpsurface020241223012pf2regular_ll
7ecmfmwpsurface020241223012pf10regular_ll
8ecmfmwpsurface020241223012pf29regular_ll
9ecmfmwpsurface020241223012pf47regular_ll
10ecmfmwpsurface020241223012pf38regular_ll
11ecmfmwpsurface020241223012pf3regular_ll
12ecmfmwpsurface020241223012pf39regular_ll
13ecmfmwpsurface020241223012pf11regular_ll
14ecmfmwpsurface020241223012pf48regular_ll
15ecmfmwpsurface020241223012pf20regular_ll
16ecmfmwpsurface020241223012pf21regular_ll
17ecmfmwpsurface020241223012pf49regular_ll
18ecmfmwpsurface020241223012pf12regular_ll
19ecmfmwpsurface020241223012pf30regular_ll
20ecmfmwpsurface020241223012pf4regular_ll
21ecmfmwpsurface020241223012pf5regular_ll
22ecmfmwpsurface020241223012pf31regular_ll
23ecmfmwpsurface020241223012pf40regular_ll
24ecmfmwpsurface020241223012pf22regular_ll
25ecmfmwpsurface020241223012pf13regular_ll
26ecmfmwpsurface020241223012pf41regular_ll
27ecmfmwpsurface020241223012pf50regular_ll
28ecmfmwpsurface020241223012pf32regular_ll
29ecmfmwpsurface020241223012pf14regular_ll
30ecmfmwpsurface020241223012pf23regular_ll
31ecmfmwpsurface020241223012pf33regular_ll
32ecmfmwpsurface020241223012pf42regular_ll
33ecmfmwpsurface020241223012pf24regular_ll
34ecmfmwpsurface020241223012pf6regular_ll
35ecmfmwpsurface020241223012pf25regular_ll
36ecmfmwpsurface020241223012pf15regular_ll
37ecmfmwpsurface020241223012pf43regular_ll
38ecmfmwpsurface020241223012pf44regular_ll
39ecmfmwpsurface020241223012pf7regular_ll
40ecmfmwpsurface020241223012pf16regular_ll
41ecmfmwpsurface020241223012pf26regular_ll
42ecmfmwpsurface020241223012pf27regular_ll
43ecmfmwpsurface020241223012pf8regular_ll
44ecmfmwpsurface020241223012pf17regular_ll
45ecmfmwpsurface020241223012pf34regular_ll
46ecmfmwpsurface020241223012pf18regular_ll
47ecmfmwpsurface020241223012pf35regular_ll
48ecmfmwpsurface020241223012pf9regular_ll
49ecmfmwpsurface020241223012pf36regular_ll
50ecmfmwpsurface020241223012pf45regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", - "Message \n", - "0 ecmf mwp surface 0 20241223 0 12 \n", - "1 ecmf mwp surface 0 20241223 0 12 \n", - "2 ecmf mwp surface 0 20241223 0 12 \n", - "3 ecmf mwp surface 0 20241223 0 12 \n", - "4 ecmf mwp surface 0 20241223 0 12 \n", - "5 ecmf mwp surface 0 20241223 0 12 \n", - "6 ecmf mwp surface 0 20241223 0 12 \n", - "7 ecmf mwp surface 0 20241223 0 12 \n", - "8 ecmf mwp surface 0 20241223 0 12 \n", - "9 ecmf mwp surface 0 20241223 0 12 \n", - "10 ecmf mwp surface 0 20241223 0 12 \n", - "11 ecmf mwp surface 0 20241223 0 12 \n", - "12 ecmf mwp surface 0 20241223 0 12 \n", - "13 ecmf mwp surface 0 20241223 0 12 \n", - "14 ecmf mwp surface 0 20241223 0 12 \n", - "15 ecmf mwp surface 0 20241223 0 12 \n", - "16 ecmf mwp surface 0 20241223 0 12 \n", - "17 ecmf mwp surface 0 20241223 0 12 \n", - "18 ecmf mwp surface 0 20241223 0 12 \n", - "19 ecmf mwp surface 0 20241223 0 12 \n", - "20 ecmf mwp surface 0 20241223 0 12 \n", - "21 ecmf mwp surface 0 20241223 0 12 \n", - "22 ecmf mwp surface 0 20241223 0 12 \n", - "23 ecmf mwp surface 0 20241223 0 12 \n", - "24 ecmf mwp surface 0 20241223 0 12 \n", - "25 ecmf mwp surface 0 20241223 0 12 \n", - "26 ecmf mwp surface 0 20241223 0 12 \n", - "27 ecmf mwp surface 0 20241223 0 12 \n", - "28 ecmf mwp surface 0 20241223 0 12 \n", - "29 ecmf mwp surface 0 20241223 0 12 \n", - "30 ecmf mwp surface 0 20241223 0 12 \n", - "31 ecmf mwp surface 0 20241223 0 12 \n", - "32 ecmf mwp surface 0 20241223 0 12 \n", - "33 ecmf mwp surface 0 20241223 0 12 \n", - "34 ecmf mwp surface 0 20241223 0 12 \n", - "35 ecmf mwp surface 0 20241223 0 12 \n", - "36 ecmf mwp surface 0 20241223 0 12 \n", - "37 ecmf mwp surface 0 20241223 0 12 \n", - "38 ecmf mwp surface 0 20241223 0 12 \n", - "39 ecmf mwp surface 0 20241223 0 12 \n", - "40 ecmf mwp surface 0 20241223 0 12 \n", - "41 ecmf mwp surface 0 20241223 0 12 \n", - "42 ecmf mwp surface 0 20241223 0 12 \n", - "43 ecmf mwp surface 0 20241223 0 12 \n", - "44 ecmf mwp surface 0 20241223 0 12 \n", - "45 ecmf mwp surface 0 20241223 0 12 \n", - "46 ecmf mwp surface 0 20241223 0 12 \n", - "47 ecmf mwp surface 0 20241223 0 12 \n", - "48 ecmf mwp surface 0 20241223 0 12 \n", - "49 ecmf mwp surface 0 20241223 0 12 \n", - "50 ecmf mwp surface 0 20241223 0 12 \n", - "\n", - " dataType number gridType \n", - "Message \n", - "0 pf 37 regular_ll \n", - "1 pf 1 regular_ll \n", - "2 pf 19 regular_ll \n", - "3 cf 0 regular_ll \n", - "4 pf 28 regular_ll \n", - "5 pf 46 regular_ll \n", - "6 pf 2 regular_ll \n", - "7 pf 10 regular_ll \n", - "8 pf 29 regular_ll \n", - "9 pf 47 regular_ll \n", - "10 pf 38 regular_ll \n", - "11 pf 3 regular_ll \n", - "12 pf 39 regular_ll \n", - "13 pf 11 regular_ll \n", - "14 pf 48 regular_ll \n", - "15 pf 20 regular_ll \n", - "16 pf 21 regular_ll \n", - "17 pf 49 regular_ll \n", - "18 pf 12 regular_ll \n", - "19 pf 30 regular_ll \n", - "20 pf 4 regular_ll \n", - "21 pf 5 regular_ll \n", - "22 pf 31 regular_ll \n", - "23 pf 40 regular_ll \n", - "24 pf 22 regular_ll \n", - "25 pf 13 regular_ll \n", - "26 pf 41 regular_ll \n", - "27 pf 50 regular_ll \n", - "28 pf 32 regular_ll \n", - "29 pf 14 regular_ll \n", - "30 pf 23 regular_ll \n", - "31 pf 33 regular_ll \n", - "32 pf 42 regular_ll \n", - "33 pf 24 regular_ll \n", - "34 pf 6 regular_ll \n", - "35 pf 25 regular_ll \n", - "36 pf 15 regular_ll \n", - "37 pf 43 regular_ll \n", - "38 pf 44 regular_ll \n", - "39 pf 7 regular_ll \n", - "40 pf 16 regular_ll \n", - "41 pf 26 regular_ll \n", - "42 pf 27 regular_ll \n", - "43 pf 8 regular_ll \n", - "44 pf 17 regular_ll \n", - "45 pf 34 regular_ll \n", - "46 pf 18 regular_ll \n", - "47 pf 35 regular_ll \n", - "48 pf 9 regular_ll \n", - "49 pf 36 regular_ll \n", - "50 pf 45 regular_ll " - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "0fcdc285-8aa2-4eb0-9f19-cab8f1d4c815", - "metadata": {}, - "source": [ - "We can mask where the mean wave period is equal or greater than 8 s. \n", - "This will set values at 1 where the mean wave period is >= 8 s m and 0 where it is <= 8 s.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "197e98ef-8cba-4e0d-86f0-753767e43263", - "metadata": {}, - "outputs": [], - "source": [ - "mwp_mask = data > 8" - ] - }, - { - "cell_type": "markdown", - "id": "0607e807", - "metadata": {}, - "source": [ - "Now we can calculate the probability:" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "2a6df14f", - "metadata": {}, - "outputs": [], - "source": [ - "prob_mwp = (mv.mean(mwp_mask) * 100)" - ] - }, - { - "cell_type": "markdown", - "id": "d48c59e5", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "03f7aa46", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "prob_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blup_f0t100lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Probabilities: Mean wave period > 8 s\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-mwp-probability\", # specify relative or full path\n", - " output_title = \"medium-mwp-probability\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "open_data" - ] - }, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "755e5ec3", + "metadata": { + "tags": [ + "open_data", + "probabilities" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tProbabilities: Mean wave period" + ] + }, + { + "cell_type": "markdown", + "id": "224f7469-7ad8-4910-8a7f-583df109f649", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-mwp-probability \n" + ] + }, + { + "cell_type": "markdown", + "id": "374a552c-6803-4965-9b32-d80c18c345a7", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "ead0d413", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "e0ed2744", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 1 parameter:\n", + "\n", + "* [Mean wave period](https://codes.ecmwf.int/grib/param-db/140232)" + ] + }, + { + "cell_type": "markdown", + "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5a04f52f", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4395a25e", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7c429eff", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "db6fd2e8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-mwp-probability-pf.grib', 'medium-mwp-probability-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['mwp']\n", + "filename1 = 'medium-mwp-probability-pf.grib'\n", + "filename2 = 'medium-mwp-probability-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "52985b87", + "metadata": {}, + "source": [ + "To calculate the probability of Mean wave period > 8 s , we need to retrieve all the ensemble members at the given time. \n", + "We need to put **pf** as **type** and **waef** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **wave** as **stream**." + ] + }, + { + "cell_type": "markdown", + "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51a980a6", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"waef\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=12,\n", + " stream=\"wave\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "65f5dd51", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5e7ceda3", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "cfc536bc", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "61e65089", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
mwpsurface0202604280121,10,...140232odwaef,wavefc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "c2bddc76-50ea-44cc-8728-506be1232235", + "metadata": {}, + "source": [ + "And an overview of one parameter, where we can see more information, such as units or type of level." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9ac51194-5380-470a-83ba-1d351c2cfeca", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortNamemwp
nameMean wave period
paramId140232
unitss
typeOfLevelsurface
level0
date20260428
time0
step12
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamwaef,wave
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('mwp')" + ] + }, + { + "cell_type": "markdown", + "id": "6c03429c", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f955b02e", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmfmwpsurface020260428012pf32regular_ll
1ecmfmwpsurface020260428012pf50regular_ll
2ecmfmwpsurface020260428012pf14regular_ll
3ecmfmwpsurface020260428012pf40regular_ll
4ecmfmwpsurface020260428012pf22regular_ll
5ecmfmwpsurface020260428012pf30regular_ll
6ecmfmwpsurface020260428012pf12regular_ll
7ecmfmwpsurface020260428012pf39regular_ll
8ecmfmwpsurface020260428012pf20regular_ll
9ecmfmwpsurface020260428012pf29regular_ll
10ecmfmwpsurface020260428012pf10regular_ll
11ecmfmwpsurface020260428012pf19regular_ll
12ecmfmwpsurface020260428012pf37regular_ll
13ecmfmwpsurface020260428012pf27regular_ll
14ecmfmwpsurface020260428012pf17regular_ll
15ecmfmwpsurface020260428012pf35regular_ll
16ecmfmwpsurface020260428012pf25regular_ll
17ecmfmwpsurface020260428012pf33regular_ll
18ecmfmwpsurface020260428012pf15regular_ll
19ecmfmwpsurface020260428012pf6regular_ll
20ecmfmwpsurface020260428012pf41regular_ll
21ecmfmwpsurface020260428012pf23regular_ll
22ecmfmwpsurface020260428012pf13regular_ll
23ecmfmwpsurface020260428012pf31regular_ll
24ecmfmwpsurface020260428012pf4regular_ll
25ecmfmwpsurface020260428012pf5regular_ll
26ecmfmwpsurface020260428012pf21regular_ll
27ecmfmwpsurface020260428012pf11regular_ll
28ecmfmwpsurface020260428012pf38regular_ll
29ecmfmwpsurface020260428012pf3regular_ll
30ecmfmwpsurface020260428012pf28regular_ll
31ecmfmwpsurface020260428012pf2regular_ll
32ecmfmwpsurface020260428012pf36regular_ll
33ecmfmwpsurface020260428012pf9regular_ll
34ecmfmwpsurface020260428012pf18regular_ll
35ecmfmwpsurface020260428012pf26regular_ll
36ecmfmwpsurface020260428012pf7regular_ll
37ecmfmwpsurface020260428012pf34regular_ll
38ecmfmwpsurface020260428012pf1regular_ll
39ecmfmwpsurface020260428012pf24regular_ll
40ecmfmwpsurface020260428012pf16regular_ll
41ecmfmwpsurface020260428012pf42regular_ll
42ecmfmwpsurface020260428012pf49regular_ll
43ecmfmwpsurface020260428012pf45regular_ll
44ecmfmwpsurface020260428012pf8regular_ll
45ecmfmwpsurface020260428012pf43regular_ll
46ecmfmwpsurface020260428012pf47regular_ll
47ecmfmwpsurface020260428012pf48regular_ll
48ecmfmwpsurface020260428012pf44regular_ll
49ecmfmwpsurface020260428012pf46regular_ll
50ecmfmwpsurface020260428012fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", + "Message \n", + "0 ecmf mwp surface 0 20260428 0 12 \n", + "1 ecmf mwp surface 0 20260428 0 12 \n", + "2 ecmf mwp surface 0 20260428 0 12 \n", + "3 ecmf mwp surface 0 20260428 0 12 \n", + "4 ecmf mwp surface 0 20260428 0 12 \n", + "5 ecmf mwp surface 0 20260428 0 12 \n", + "6 ecmf mwp surface 0 20260428 0 12 \n", + "7 ecmf mwp surface 0 20260428 0 12 \n", + "8 ecmf mwp surface 0 20260428 0 12 \n", + "9 ecmf mwp surface 0 20260428 0 12 \n", + "10 ecmf mwp surface 0 20260428 0 12 \n", + "11 ecmf mwp surface 0 20260428 0 12 \n", + "12 ecmf mwp surface 0 20260428 0 12 \n", + "13 ecmf mwp surface 0 20260428 0 12 \n", + "14 ecmf mwp surface 0 20260428 0 12 \n", + "15 ecmf mwp surface 0 20260428 0 12 \n", + "16 ecmf mwp surface 0 20260428 0 12 \n", + "17 ecmf mwp surface 0 20260428 0 12 \n", + "18 ecmf mwp surface 0 20260428 0 12 \n", + "19 ecmf mwp surface 0 20260428 0 12 \n", + "20 ecmf mwp surface 0 20260428 0 12 \n", + "21 ecmf mwp surface 0 20260428 0 12 \n", + "22 ecmf mwp surface 0 20260428 0 12 \n", + "23 ecmf mwp surface 0 20260428 0 12 \n", + "24 ecmf mwp surface 0 20260428 0 12 \n", + "25 ecmf mwp surface 0 20260428 0 12 \n", + "26 ecmf mwp surface 0 20260428 0 12 \n", + "27 ecmf mwp surface 0 20260428 0 12 \n", + "28 ecmf mwp surface 0 20260428 0 12 \n", + "29 ecmf mwp surface 0 20260428 0 12 \n", + "30 ecmf mwp surface 0 20260428 0 12 \n", + "31 ecmf mwp surface 0 20260428 0 12 \n", + "32 ecmf mwp surface 0 20260428 0 12 \n", + "33 ecmf mwp surface 0 20260428 0 12 \n", + "34 ecmf mwp surface 0 20260428 0 12 \n", + "35 ecmf mwp surface 0 20260428 0 12 \n", + "36 ecmf mwp surface 0 20260428 0 12 \n", + "37 ecmf mwp surface 0 20260428 0 12 \n", + "38 ecmf mwp surface 0 20260428 0 12 \n", + "39 ecmf mwp surface 0 20260428 0 12 \n", + "40 ecmf mwp surface 0 20260428 0 12 \n", + "41 ecmf mwp surface 0 20260428 0 12 \n", + "42 ecmf mwp surface 0 20260428 0 12 \n", + "43 ecmf mwp surface 0 20260428 0 12 \n", + "44 ecmf mwp surface 0 20260428 0 12 \n", + "45 ecmf mwp surface 0 20260428 0 12 \n", + "46 ecmf mwp surface 0 20260428 0 12 \n", + "47 ecmf mwp surface 0 20260428 0 12 \n", + "48 ecmf mwp surface 0 20260428 0 12 \n", + "49 ecmf mwp surface 0 20260428 0 12 \n", + "50 ecmf mwp surface 0 20260428 0 12 \n", + "\n", + " dataType number gridType \n", + "Message \n", + "0 pf 32 regular_ll \n", + "1 pf 50 regular_ll \n", + "2 pf 14 regular_ll \n", + "3 pf 40 regular_ll \n", + "4 pf 22 regular_ll \n", + "5 pf 30 regular_ll \n", + "6 pf 12 regular_ll \n", + "7 pf 39 regular_ll \n", + "8 pf 20 regular_ll \n", + "9 pf 29 regular_ll \n", + "10 pf 10 regular_ll \n", + "11 pf 19 regular_ll \n", + "12 pf 37 regular_ll \n", + "13 pf 27 regular_ll \n", + "14 pf 17 regular_ll \n", + "15 pf 35 regular_ll \n", + "16 pf 25 regular_ll \n", + "17 pf 33 regular_ll \n", + "18 pf 15 regular_ll \n", + "19 pf 6 regular_ll \n", + "20 pf 41 regular_ll \n", + "21 pf 23 regular_ll \n", + "22 pf 13 regular_ll \n", + "23 pf 31 regular_ll \n", + "24 pf 4 regular_ll \n", + "25 pf 5 regular_ll \n", + "26 pf 21 regular_ll \n", + "27 pf 11 regular_ll \n", + "28 pf 38 regular_ll \n", + "29 pf 3 regular_ll \n", + "30 pf 28 regular_ll \n", + "31 pf 2 regular_ll \n", + "32 pf 36 regular_ll \n", + "33 pf 9 regular_ll \n", + "34 pf 18 regular_ll \n", + "35 pf 26 regular_ll \n", + "36 pf 7 regular_ll \n", + "37 pf 34 regular_ll \n", + "38 pf 1 regular_ll \n", + "39 pf 24 regular_ll \n", + "40 pf 16 regular_ll \n", + "41 pf 42 regular_ll \n", + "42 pf 49 regular_ll \n", + "43 pf 45 regular_ll \n", + "44 pf 8 regular_ll \n", + "45 pf 43 regular_ll \n", + "46 pf 47 regular_ll \n", + "47 pf 48 regular_ll \n", + "48 pf 44 regular_ll \n", + "49 pf 46 regular_ll \n", + "50 fc None regular_ll " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "0fcdc285-8aa2-4eb0-9f19-cab8f1d4c815", + "metadata": {}, + "source": [ + "We can mask where the mean wave period is equal or greater than 8 s. \n", + "This will set values at 1 where the mean wave period is >= 8 s m and 0 where it is <= 8 s.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "197e98ef-8cba-4e0d-86f0-753767e43263", + "metadata": {}, + "outputs": [], + "source": [ + "mwp_mask = data > 8" + ] + }, + { + "cell_type": "markdown", + "id": "0607e807", + "metadata": {}, + "source": [ + "Now we can calculate the probability:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2a6df14f", + "metadata": {}, + "outputs": [], + "source": [ + "prob_mwp = (mv.mean(mwp_mask) * 100)" + ] + }, + { + "cell_type": "markdown", + "id": "d48c59e5", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "03f7aa46", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "prob_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blup_f0t100lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Probabilities: Mean wave period > 8 s\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-mwp-probability\", # specify relative or full path\n", + " output_title = \"medium-mwp-probability\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "open_data" + ] + }, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-tp-acc-mean.ipynb b/opencharts/medium-tp-acc-mean.ipynb index 41f1186..7d735ff 100644 --- a/opencharts/medium-tp-acc-mean.ipynb +++ b/opencharts/medium-tp-acc-mean.ipynb @@ -1,1348 +1,1336 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "bfda1b3c", - "metadata": { - "tags": [ - "open_data" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tEnsemble mean for total accumulated precipitation" - ] - }, - { - "cell_type": "markdown", - "id": "1a1f1885", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-tp-acc-mean \n" - ] - }, - { - "cell_type": "markdown", - "id": "b1c167f7-6681-4519-b505-065543ab5d44", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "96930d44", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input parameter:\n", - "\n", - "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228)" - ] - }, - { - "cell_type": "markdown", - "id": "ceebc1e0", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "96ec1ded", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "a2f1d799", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "c0ddc71c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-tp-acc-mean.grib'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['tp']\n", - "filename = 'medium-tp-acc-mean.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "2f88d319-bddb-498e-b956-9af640cf86fe", - "metadata": {}, - "source": [ - "To calculate the mean of total accumulated precipitation, we need to retrieve all the ensemble members at the given time. \n", - "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as the control forecast." - ] - }, - { - "cell_type": "markdown", - "id": "9441a715-8b81-4201-9253-c4adac5d72b1", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "59d1f51c", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "20241224000000-120h-enfo-ef.grib2: 0%| | 0.00/46.1M [00:00" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=120,\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "074fb080", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "b96dee88", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "876c50e7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
tpsurface02024122401200,1,...228odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "4780e7d5-98cc-4898-b7d2-ee52f9950ed9", - "metadata": {}, - "source": [ - "And an overview of one parameter, where we can see more information, such as units or type of level." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "7504878d-7a05-4888-b9aa-5808d89af08a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortNametp
nameTotal precipitation
paramId228
unitsm
typeOfLevelsurface
level0
date20241224
time0
step120
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamenfo
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('tp')" - ] - }, - { - "cell_type": "markdown", - "id": "e354060e", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "316e5e3e", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmftpsurface02024122400-120pf14regular_ll
1ecmftpsurface02024122400-120pf32regular_ll
2ecmftpsurface02024122400-120pf41regular_ll
3ecmftpsurface02024122400-120pf23regular_ll
4ecmftpsurface02024122400-120pf50regular_ll
5ecmftpsurface02024122400-120pf42regular_ll
6ecmftpsurface02024122400-120pf33regular_ll
7ecmftpsurface02024122400-120pf6regular_ll
8ecmftpsurface02024122400-120pf24regular_ll
9ecmftpsurface02024122400-120pf15regular_ll
10ecmftpsurface02024122400-120pf16regular_ll
11ecmftpsurface02024122400-120pf43regular_ll
12ecmftpsurface02024122400-120pf7regular_ll
13ecmftpsurface02024122400-120pf34regular_ll
14ecmftpsurface02024122400-120pf25regular_ll
15ecmftpsurface02024122400-120pf44regular_ll
16ecmftpsurface02024122400-120pf26regular_ll
17ecmftpsurface02024122400-120pf17regular_ll
18ecmftpsurface02024122400-120pf35regular_ll
19ecmftpsurface02024122400-120pf8regular_ll
20ecmftpsurface02024122400-120pf9regular_ll
21ecmftpsurface02024122400-120pf36regular_ll
22ecmftpsurface02024122400-120pf27regular_ll
23ecmftpsurface02024122400-120pf18regular_ll
24ecmftpsurface02024122400-120pf45regular_ll
25ecmftpsurface02024122400-120pf1regular_ll
26ecmftpsurface02024122400-120pf19regular_ll
27ecmftpsurface02024122400-120pf37regular_ll
28ecmftpsurface02024122400-120pf28regular_ll
29ecmftpsurface02024122400-120pf46regular_ll
30ecmftpsurface02024122400-120cf0regular_ll
31ecmftpsurface02024122400-120pf47regular_ll
32ecmftpsurface02024122400-120pf2regular_ll
33ecmftpsurface02024122400-120pf29regular_ll
34ecmftpsurface02024122400-120pf10regular_ll
35ecmftpsurface02024122400-120pf38regular_ll
36ecmftpsurface02024122400-120pf20regular_ll
37ecmftpsurface02024122400-120pf39regular_ll
38ecmftpsurface02024122400-120pf11regular_ll
39ecmftpsurface02024122400-120pf48regular_ll
40ecmftpsurface02024122400-120pf3regular_ll
41ecmftpsurface02024122400-120pf21regular_ll
42ecmftpsurface02024122400-120pf49regular_ll
43ecmftpsurface02024122400-120pf12regular_ll
44ecmftpsurface02024122400-120pf30regular_ll
45ecmftpsurface02024122400-120pf4regular_ll
46ecmftpsurface02024122400-120pf13regular_ll
47ecmftpsurface02024122400-120pf31regular_ll
48ecmftpsurface02024122400-120pf5regular_ll
49ecmftpsurface02024122400-120pf40regular_ll
50ecmftpsurface02024122400-120pf22regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", - "Message \n", - "0 ecmf tp surface 0 20241224 0 0-120 \n", - "1 ecmf tp surface 0 20241224 0 0-120 \n", - "2 ecmf tp surface 0 20241224 0 0-120 \n", - "3 ecmf tp surface 0 20241224 0 0-120 \n", - "4 ecmf tp surface 0 20241224 0 0-120 \n", - "5 ecmf tp surface 0 20241224 0 0-120 \n", - "6 ecmf tp surface 0 20241224 0 0-120 \n", - "7 ecmf tp surface 0 20241224 0 0-120 \n", - "8 ecmf tp surface 0 20241224 0 0-120 \n", - "9 ecmf tp surface 0 20241224 0 0-120 \n", - "10 ecmf tp surface 0 20241224 0 0-120 \n", - "11 ecmf tp surface 0 20241224 0 0-120 \n", - "12 ecmf tp surface 0 20241224 0 0-120 \n", - "13 ecmf tp surface 0 20241224 0 0-120 \n", - "14 ecmf tp surface 0 20241224 0 0-120 \n", - "15 ecmf tp surface 0 20241224 0 0-120 \n", - "16 ecmf tp surface 0 20241224 0 0-120 \n", - "17 ecmf tp surface 0 20241224 0 0-120 \n", - "18 ecmf tp surface 0 20241224 0 0-120 \n", - "19 ecmf tp surface 0 20241224 0 0-120 \n", - "20 ecmf tp surface 0 20241224 0 0-120 \n", - "21 ecmf tp surface 0 20241224 0 0-120 \n", - "22 ecmf tp surface 0 20241224 0 0-120 \n", - "23 ecmf tp surface 0 20241224 0 0-120 \n", - "24 ecmf tp surface 0 20241224 0 0-120 \n", - "25 ecmf tp surface 0 20241224 0 0-120 \n", - "26 ecmf tp surface 0 20241224 0 0-120 \n", - "27 ecmf tp surface 0 20241224 0 0-120 \n", - "28 ecmf tp surface 0 20241224 0 0-120 \n", - "29 ecmf tp surface 0 20241224 0 0-120 \n", - "30 ecmf tp surface 0 20241224 0 0-120 \n", - "31 ecmf tp surface 0 20241224 0 0-120 \n", - "32 ecmf tp surface 0 20241224 0 0-120 \n", - "33 ecmf tp surface 0 20241224 0 0-120 \n", - "34 ecmf tp surface 0 20241224 0 0-120 \n", - "35 ecmf tp surface 0 20241224 0 0-120 \n", - "36 ecmf tp surface 0 20241224 0 0-120 \n", - "37 ecmf tp surface 0 20241224 0 0-120 \n", - "38 ecmf tp surface 0 20241224 0 0-120 \n", - "39 ecmf tp surface 0 20241224 0 0-120 \n", - "40 ecmf tp surface 0 20241224 0 0-120 \n", - "41 ecmf tp surface 0 20241224 0 0-120 \n", - "42 ecmf tp surface 0 20241224 0 0-120 \n", - "43 ecmf tp surface 0 20241224 0 0-120 \n", - "44 ecmf tp surface 0 20241224 0 0-120 \n", - "45 ecmf tp surface 0 20241224 0 0-120 \n", - "46 ecmf tp surface 0 20241224 0 0-120 \n", - "47 ecmf tp surface 0 20241224 0 0-120 \n", - "48 ecmf tp surface 0 20241224 0 0-120 \n", - "49 ecmf tp surface 0 20241224 0 0-120 \n", - "50 ecmf tp surface 0 20241224 0 0-120 \n", - "\n", - " dataType number gridType \n", - "Message \n", - "0 pf 14 regular_ll \n", - "1 pf 32 regular_ll \n", - "2 pf 41 regular_ll \n", - "3 pf 23 regular_ll \n", - "4 pf 50 regular_ll \n", - "5 pf 42 regular_ll \n", - "6 pf 33 regular_ll \n", - "7 pf 6 regular_ll \n", - "8 pf 24 regular_ll \n", - "9 pf 15 regular_ll \n", - "10 pf 16 regular_ll \n", - "11 pf 43 regular_ll \n", - "12 pf 7 regular_ll \n", - "13 pf 34 regular_ll \n", - "14 pf 25 regular_ll \n", - "15 pf 44 regular_ll \n", - "16 pf 26 regular_ll \n", - "17 pf 17 regular_ll \n", - "18 pf 35 regular_ll \n", - "19 pf 8 regular_ll \n", - "20 pf 9 regular_ll \n", - "21 pf 36 regular_ll \n", - "22 pf 27 regular_ll \n", - "23 pf 18 regular_ll \n", - "24 pf 45 regular_ll \n", - "25 pf 1 regular_ll \n", - "26 pf 19 regular_ll \n", - "27 pf 37 regular_ll \n", - "28 pf 28 regular_ll \n", - "29 pf 46 regular_ll \n", - "30 cf 0 regular_ll \n", - "31 pf 47 regular_ll \n", - "32 pf 2 regular_ll \n", - "33 pf 29 regular_ll \n", - "34 pf 10 regular_ll \n", - "35 pf 38 regular_ll \n", - "36 pf 20 regular_ll \n", - "37 pf 39 regular_ll \n", - "38 pf 11 regular_ll \n", - "39 pf 48 regular_ll \n", - "40 pf 3 regular_ll \n", - "41 pf 21 regular_ll \n", - "42 pf 49 regular_ll \n", - "43 pf 12 regular_ll \n", - "44 pf 30 regular_ll \n", - "45 pf 4 regular_ll \n", - "46 pf 13 regular_ll \n", - "47 pf 31 regular_ll \n", - "48 pf 5 regular_ll \n", - "49 pf 40 regular_ll \n", - "50 pf 22 regular_ll " - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "6e978997", - "metadata": {}, - "source": [ - "We can simply calculate the mean of all the ensemble members. \n", - "In the same line of code we will compute the data in milimeters by multiplying by 1000." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "a1f94fa4", - "metadata": {}, - "outputs": [], - "source": [ - "mean_tp = mv.mean(data) * 1000" - ] - }, - { - "cell_type": "markdown", - "id": "f7f17933", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "cbacd2cb", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "mean_tp_shade = mv.mcont(legend = \"on\",\n", - " contour_highlight = \"off\",\n", - " contour_hilo = \"off\", \n", - " contour_label = \"off\",\n", - " contour = \"off\",\n", - " contour_level_list = [0.1, 1, 2, 5, 10, 15, 20, 30, 40, 50, 100, 300, 1000],\n", - " contour_level_selection_type = \"level_list\",\n", - " contour_shade_colour_list = [\"RGB(0.94,0.86,0.72)\", \"RGB(0.71,0.98,0.67)\", \"RGB(0.47,0.96,0.45)\", \"RGB(0.71,0.94,0.98)\", \"RGB(0.47,0.73,0.98)\", \"RGB(0.24,0.59,0.96)\", \"RGB(0.12,0.43,0.93)\", \"RGB(1,0.91,0.47)\", \"RGB(1,0.63,0)\", \"red\", \"RGB(0.64,0.13,0.13)\", \"magenta\", \"grey\"],\n", - " contour_shade = \"on\",\n", - " contour_shade_colour_method = \"list\",\n", - " contour_shade_method = \"area_fill\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Ensemble mean for total accumulated precipitation\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, mean_tp, mean_tp_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-tp-acc-mean\", # specify relative or full path\n", - " output_title = \"medium-tp-acc-mean\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, mean_tp, mean_tp_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "ce747389-d1c3-46ea-8ffd-aa5f680b0379", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "bfda1b3c", + "metadata": { + "tags": [ + "open_data" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tEnsemble mean for total accumulated precipitation" + ] + }, + { + "cell_type": "markdown", + "id": "1a1f1885", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-tp-acc-mean \n" + ] + }, + { + "cell_type": "markdown", + "id": "b1c167f7-6681-4519-b505-065543ab5d44", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "96930d44", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input parameter:\n", + "\n", + "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228)" + ] + }, + { + "cell_type": "markdown", + "id": "ceebc1e0", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "a8d74b05", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "96ec1ded", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a2f1d799", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c0ddc71c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-tp-acc-mean-pf.grib', 'medium-tp-acc-mean-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['tp']\n", + "filename1 = 'medium-tp-acc-mean-pf.grib'\n", + "filename2 = 'medium-tp-acc-mean-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "2f88d319-bddb-498e-b956-9af640cf86fe", + "metadata": {}, + "source": [ + "To calculate the mean of total accumulated precipitation, we need to retrieve all the ensemble members at the given time. \n", + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**." + ] + }, + { + "cell_type": "markdown", + "id": "9441a715-8b81-4201-9253-c4adac5d72b1", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59d1f51c", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=120,\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=120,\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "074fb080", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "b96dee88", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "876c50e7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
tpsurface02026042801201,10,...228odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "4780e7d5-98cc-4898-b7d2-ee52f9950ed9", + "metadata": {}, + "source": [ + "And an overview of one parameter, where we can see more information, such as units or type of level." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "7504878d-7a05-4888-b9aa-5808d89af08a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortNametp
nameTotal precipitation
paramId228
unitsm
typeOfLevelsurface
level0
date20260428
time0
step120
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamenfo,oper
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('tp')" + ] + }, + { + "cell_type": "markdown", + "id": "e354060e", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "316e5e3e", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmftpsurface02026042800-120pf36regular_ll
1ecmftpsurface02026042800-120pf18regular_ll
2ecmftpsurface02026042800-120pf9regular_ll
3ecmftpsurface02026042800-120pf26regular_ll
4ecmftpsurface02026042800-120pf34regular_ll
5ecmftpsurface02026042800-120pf16regular_ll
6ecmftpsurface02026042800-120pf24regular_ll
7ecmftpsurface02026042800-120pf32regular_ll
8ecmftpsurface02026042800-120pf50regular_ll
9ecmftpsurface02026042800-120pf22regular_ll
10ecmftpsurface02026042800-120pf14regular_ll
11ecmftpsurface02026042800-120pf40regular_ll
12ecmftpsurface02026042800-120pf30regular_ll
13ecmftpsurface02026042800-120pf39regular_ll
14ecmftpsurface02026042800-120pf20regular_ll
15ecmftpsurface02026042800-120pf12regular_ll
16ecmftpsurface02026042800-120pf49regular_ll
17ecmftpsurface02026042800-120pf10regular_ll
18ecmftpsurface02026042800-120pf37regular_ll
19ecmftpsurface02026042800-120pf19regular_ll
20ecmftpsurface02026042800-120pf27regular_ll
21ecmftpsurface02026042800-120pf17regular_ll
22ecmftpsurface02026042800-120pf29regular_ll
23ecmftpsurface02026042800-120pf25regular_ll
24ecmftpsurface02026042800-120pf35regular_ll
25ecmftpsurface02026042800-120pf33regular_ll
26ecmftpsurface02026042800-120pf15regular_ll
27ecmftpsurface02026042800-120pf41regular_ll
28ecmftpsurface02026042800-120pf6regular_ll
29ecmftpsurface02026042800-120pf23regular_ll
30ecmftpsurface02026042800-120pf5regular_ll
31ecmftpsurface02026042800-120pf13regular_ll
32ecmftpsurface02026042800-120pf4regular_ll
33ecmftpsurface02026042800-120pf21regular_ll
34ecmftpsurface02026042800-120pf3regular_ll
35ecmftpsurface02026042800-120pf11regular_ll
36ecmftpsurface02026042800-120pf38regular_ll
37ecmftpsurface02026042800-120pf2regular_ll
38ecmftpsurface02026042800-120pf1regular_ll
39ecmftpsurface02026042800-120pf31regular_ll
40ecmftpsurface02026042800-120pf28regular_ll
41ecmftpsurface02026042800-120pf44regular_ll
42ecmftpsurface02026042800-120pf7regular_ll
43ecmftpsurface02026042800-120pf42regular_ll
44ecmftpsurface02026042800-120pf47regular_ll
45ecmftpsurface02026042800-120pf8regular_ll
46ecmftpsurface02026042800-120pf45regular_ll
47ecmftpsurface02026042800-120pf43regular_ll
48ecmftpsurface02026042800-120pf48regular_ll
49ecmftpsurface02026042800-120pf46regular_ll
50ecmftpsurface02026042800-120fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", + "Message \n", + "0 ecmf tp surface 0 20260428 0 0-120 \n", + "1 ecmf tp surface 0 20260428 0 0-120 \n", + "2 ecmf tp surface 0 20260428 0 0-120 \n", + "3 ecmf tp surface 0 20260428 0 0-120 \n", + "4 ecmf tp surface 0 20260428 0 0-120 \n", + "5 ecmf tp surface 0 20260428 0 0-120 \n", + "6 ecmf tp surface 0 20260428 0 0-120 \n", + "7 ecmf tp surface 0 20260428 0 0-120 \n", + "8 ecmf tp surface 0 20260428 0 0-120 \n", + "9 ecmf tp surface 0 20260428 0 0-120 \n", + "10 ecmf tp surface 0 20260428 0 0-120 \n", + "11 ecmf tp surface 0 20260428 0 0-120 \n", + "12 ecmf tp surface 0 20260428 0 0-120 \n", + "13 ecmf tp surface 0 20260428 0 0-120 \n", + "14 ecmf tp surface 0 20260428 0 0-120 \n", + "15 ecmf tp surface 0 20260428 0 0-120 \n", + "16 ecmf tp surface 0 20260428 0 0-120 \n", + "17 ecmf tp surface 0 20260428 0 0-120 \n", + "18 ecmf tp surface 0 20260428 0 0-120 \n", + "19 ecmf tp surface 0 20260428 0 0-120 \n", + "20 ecmf tp surface 0 20260428 0 0-120 \n", + "21 ecmf tp surface 0 20260428 0 0-120 \n", + "22 ecmf tp surface 0 20260428 0 0-120 \n", + "23 ecmf tp surface 0 20260428 0 0-120 \n", + "24 ecmf tp surface 0 20260428 0 0-120 \n", + "25 ecmf tp surface 0 20260428 0 0-120 \n", + "26 ecmf tp surface 0 20260428 0 0-120 \n", + "27 ecmf tp surface 0 20260428 0 0-120 \n", + "28 ecmf tp surface 0 20260428 0 0-120 \n", + "29 ecmf tp surface 0 20260428 0 0-120 \n", + "30 ecmf tp surface 0 20260428 0 0-120 \n", + "31 ecmf tp surface 0 20260428 0 0-120 \n", + "32 ecmf tp surface 0 20260428 0 0-120 \n", + "33 ecmf tp surface 0 20260428 0 0-120 \n", + "34 ecmf tp surface 0 20260428 0 0-120 \n", + "35 ecmf tp surface 0 20260428 0 0-120 \n", + "36 ecmf tp surface 0 20260428 0 0-120 \n", + "37 ecmf tp surface 0 20260428 0 0-120 \n", + "38 ecmf tp surface 0 20260428 0 0-120 \n", + "39 ecmf tp surface 0 20260428 0 0-120 \n", + "40 ecmf tp surface 0 20260428 0 0-120 \n", + "41 ecmf tp surface 0 20260428 0 0-120 \n", + "42 ecmf tp surface 0 20260428 0 0-120 \n", + "43 ecmf tp surface 0 20260428 0 0-120 \n", + "44 ecmf tp surface 0 20260428 0 0-120 \n", + "45 ecmf tp surface 0 20260428 0 0-120 \n", + "46 ecmf tp surface 0 20260428 0 0-120 \n", + "47 ecmf tp surface 0 20260428 0 0-120 \n", + "48 ecmf tp surface 0 20260428 0 0-120 \n", + "49 ecmf tp surface 0 20260428 0 0-120 \n", + "50 ecmf tp surface 0 20260428 0 0-120 \n", + "\n", + " dataType number gridType \n", + "Message \n", + "0 pf 36 regular_ll \n", + "1 pf 18 regular_ll \n", + "2 pf 9 regular_ll \n", + "3 pf 26 regular_ll \n", + "4 pf 34 regular_ll \n", + "5 pf 16 regular_ll \n", + "6 pf 24 regular_ll \n", + "7 pf 32 regular_ll \n", + "8 pf 50 regular_ll \n", + "9 pf 22 regular_ll \n", + "10 pf 14 regular_ll \n", + "11 pf 40 regular_ll \n", + "12 pf 30 regular_ll \n", + "13 pf 39 regular_ll \n", + "14 pf 20 regular_ll \n", + "15 pf 12 regular_ll \n", + "16 pf 49 regular_ll \n", + "17 pf 10 regular_ll \n", + "18 pf 37 regular_ll \n", + "19 pf 19 regular_ll \n", + "20 pf 27 regular_ll \n", + "21 pf 17 regular_ll \n", + "22 pf 29 regular_ll \n", + "23 pf 25 regular_ll \n", + "24 pf 35 regular_ll \n", + "25 pf 33 regular_ll \n", + "26 pf 15 regular_ll \n", + "27 pf 41 regular_ll \n", + "28 pf 6 regular_ll \n", + "29 pf 23 regular_ll \n", + "30 pf 5 regular_ll \n", + "31 pf 13 regular_ll \n", + "32 pf 4 regular_ll \n", + "33 pf 21 regular_ll \n", + "34 pf 3 regular_ll \n", + "35 pf 11 regular_ll \n", + "36 pf 38 regular_ll \n", + "37 pf 2 regular_ll \n", + "38 pf 1 regular_ll \n", + "39 pf 31 regular_ll \n", + "40 pf 28 regular_ll \n", + "41 pf 44 regular_ll \n", + "42 pf 7 regular_ll \n", + "43 pf 42 regular_ll \n", + "44 pf 47 regular_ll \n", + "45 pf 8 regular_ll \n", + "46 pf 45 regular_ll \n", + "47 pf 43 regular_ll \n", + "48 pf 48 regular_ll \n", + "49 pf 46 regular_ll \n", + "50 fc None regular_ll " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "6e978997", + "metadata": {}, + "source": [ + "We can simply calculate the mean of all the ensemble members. \n", + "In the same line of code we will compute the data in milimeters by multiplying by 1000." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "a1f94fa4", + "metadata": {}, + "outputs": [], + "source": [ + "mean_tp = mv.mean(data) * 1000" + ] + }, + { + "cell_type": "markdown", + "id": "f7f17933", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "cbacd2cb", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "mean_tp_shade = mv.mcont(legend = \"on\",\n", + " contour_highlight = \"off\",\n", + " contour_hilo = \"off\", \n", + " contour_label = \"off\",\n", + " contour = \"off\",\n", + " contour_level_list = [0.1, 1, 2, 5, 10, 15, 20, 30, 40, 50, 100, 300, 1000],\n", + " contour_level_selection_type = \"level_list\",\n", + " contour_shade_colour_list = [\"RGB(0.94,0.86,0.72)\", \"RGB(0.71,0.98,0.67)\", \"RGB(0.47,0.96,0.45)\", \"RGB(0.71,0.94,0.98)\", \"RGB(0.47,0.73,0.98)\", \"RGB(0.24,0.59,0.96)\", \"RGB(0.12,0.43,0.93)\", \"RGB(1,0.91,0.47)\", \"RGB(1,0.63,0)\", \"red\", \"RGB(0.64,0.13,0.13)\", \"magenta\", \"grey\"],\n", + " contour_shade = \"on\",\n", + " contour_shade_colour_method = \"list\",\n", + " contour_shade_method = \"area_fill\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Ensemble mean for total accumulated precipitation\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, mean_tp, mean_tp_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-tp-acc-mean\", # specify relative or full path\n", + " output_title = \"medium-tp-acc-mean\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, mean_tp, mean_tp_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "ce747389-d1c3-46ea-8ffd-aa5f680b0379", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/opencharts/medium-tp-mean.ipynb b/opencharts/medium-tp-mean.ipynb index 69f5114..f6b8a8e 100644 --- a/opencharts/medium-tp-mean.ipynb +++ b/opencharts/medium-tp-mean.ipynb @@ -1,2150 +1,2184 @@ { - "cells": [ - { - "cell_type": "markdown", - "id": "35b8fe73", - "metadata": { - "tags": [ - "open_data" - ] - }, - "source": [ - "
\n", - "\n", - "
\n", - "\n", - "# \tEnsemble mean for total precipitation" - ] - }, - { - "cell_type": "markdown", - "id": "7ed116e0", - "metadata": {}, - "source": [ - "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", - "The original product can be found on this link: https://charts.ecmwf.int/products/medium-tp-mean \n" - ] - }, - { - "cell_type": "markdown", - "id": "9a83c42d-b94c-410b-8d06-c4e7f515ccb9", - "metadata": {}, - "source": [ - "
\n", - "
\n", - "
\n", - "
" - ] - }, - { - "cell_type": "markdown", - "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", - "metadata": {}, - "source": [ - "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", - "\n", - "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", - "\n", - " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", - "\n", - "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." - ] - }, - { - "cell_type": "markdown", - "id": "3a7cbfa0", - "metadata": {}, - "source": [ - "## Retrieve Data\n", - "This product takes in input 1 parameter :\n", - "\n", - "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228228) \n" - ] - }, - { - "cell_type": "markdown", - "id": "5685c638", - "metadata": {}, - "source": [ - "In this example, we will use: \n", - "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", - "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " - ] - }, - { - "cell_type": "markdown", - "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", - "metadata": {}, - "source": [ - "First we need to install them in the current Jupyter kernel: \n", - "
\n", - "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", - "
\n", - "
\n", - "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", - "
" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!pip install ecmwf-opendata" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [ - "install" - ] - }, - "outputs": [], - "source": [ - "#!conda install metview metview-python" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "6c2f7620", - "metadata": { - "tags": [ - "import" - ] - }, - "outputs": [], - "source": [ - "import metview as mv\n", - "from ecmwf.opendata import Client" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "38c9c9da", - "metadata": {}, - "outputs": [], - "source": [ - "client = Client(\"ecmwf\", beta=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "71cb9561", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'medium-tp-mean.grib'" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "parameters = ['tp']\n", - "filename = 'medium-tp-mean.grib'\n", - "filename" - ] - }, - { - "cell_type": "markdown", - "id": "15e6f8af-e0be-4b15-b794-c2a9a717e47d", - "metadata": {}, - "source": [ - "To calculate the mean of total precipitation, we need to retrieve all the ensemble members at the given time. \n", - "Setting the **type** to **ef** will download all 50 ensemble members as well as the control forecast." - ] - }, - { - "cell_type": "markdown", - "id": "c95d1234-11da-4bfa-a9b5-8df77b79a29d", - "metadata": {}, - "source": [ - "Setting date to 0 will download today's data. \n", - "Removing date and time altogether from the request will download the latest data. \n", - "Try commenting out date and time to download latest forecast!" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "61230131", - "metadata": { - "tags": [ - "download" - ] - }, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - ": 0%| | 0.00/73.7M [00:00" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "client.retrieve(\n", - " date=0,\n", - " time=0,\n", - " step=[9,12],\n", - " stream=\"enfo\",\n", - " type=['cf', 'pf'],\n", - " levtype=\"sfc\",\n", - " param=parameters,\n", - " target=filename\n", - ")" - ] - }, - { - "cell_type": "markdown", - "id": "d9f9c949", - "metadata": {}, - "source": [ - "## Reading and processing the data\n", - "Now we can use **Metview's read() function** to read the file." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "a0b18ff9", - "metadata": {}, - "outputs": [], - "source": [ - "data = mv.read(filename)" - ] - }, - { - "cell_type": "markdown", - "id": "0bd1c328", - "metadata": {}, - "source": [ - "The **describe()** function will give us the overview of the dataset. " - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "468caf41", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
tpsurface02024122409,120,1,...228odenfocf,pf0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "b1600041-7e7c-4489-9050-6863ff6a810d", - "metadata": {}, - "source": [ - "And an overview of one parameter, where we can see more information, such as units or type of level." - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "9cd6fe1f-a38d-46a6-add2-3fd3084fd3bf", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - " \n", - " \n", - " \n", - " \n", - "
shortNametp
nameTotal precipitation
paramId228
unitsm
typeOfLevelsurface
level0
date20241224
time0
step9,12
number0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9
classod
streamenfo
typecf,pf
experimentVersionNumber0001
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.describe('tp')" - ] - }, - { - "cell_type": "markdown", - "id": "f963e6b2", - "metadata": {}, - "source": [ - "We can use **ls()** function to list all the fields in the file we downloaded." - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "4134950e", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmftpsurface02024122400-9pf32regular_ll
1ecmftpsurface02024122400-9pf50regular_ll
2ecmftpsurface02024122400-9pf23regular_ll
3ecmftpsurface02024122400-9pf14regular_ll
4ecmftpsurface02024122400-9pf41regular_ll
5ecmftpsurface02024122400-9pf33regular_ll
6ecmftpsurface02024122400-9pf42regular_ll
7ecmftpsurface02024122400-9pf24regular_ll
8ecmftpsurface02024122400-9pf6regular_ll
9ecmftpsurface02024122400-9pf34regular_ll
10ecmftpsurface02024122400-9pf16regular_ll
11ecmftpsurface02024122400-9pf15regular_ll
12ecmftpsurface02024122400-9pf43regular_ll
13ecmftpsurface02024122400-9pf25regular_ll
14ecmftpsurface02024122400-9pf7regular_ll
15ecmftpsurface02024122400-9pf8regular_ll
16ecmftpsurface02024122400-9pf26regular_ll
17ecmftpsurface02024122400-9pf17regular_ll
18ecmftpsurface02024122400-9pf44regular_ll
19ecmftpsurface02024122400-9pf35regular_ll
20ecmftpsurface02024122400-9pf27regular_ll
21ecmftpsurface02024122400-9pf36regular_ll
22ecmftpsurface02024122400-9pf45regular_ll
23ecmftpsurface02024122400-9pf9regular_ll
24ecmftpsurface02024122400-9pf18regular_ll
25ecmftpsurface02024122400-9pf37regular_ll
26ecmftpsurface02024122400-9pf1regular_ll
27ecmftpsurface02024122400-9cf0regular_ll
28ecmftpsurface02024122400-9pf19regular_ll
29ecmftpsurface02024122400-9pf46regular_ll
30ecmftpsurface02024122400-9pf28regular_ll
31ecmftpsurface02024122400-9pf47regular_ll
32ecmftpsurface02024122400-9pf2regular_ll
33ecmftpsurface02024122400-9pf10regular_ll
34ecmftpsurface02024122400-9pf38regular_ll
35ecmftpsurface02024122400-9pf20regular_ll
36ecmftpsurface02024122400-9pf39regular_ll
37ecmftpsurface02024122400-9pf48regular_ll
38ecmftpsurface02024122400-9pf3regular_ll
39ecmftpsurface02024122400-9pf29regular_ll
40ecmftpsurface02024122400-9pf11regular_ll
41ecmftpsurface02024122400-9pf21regular_ll
42ecmftpsurface02024122400-9pf12regular_ll
43ecmftpsurface02024122400-9pf30regular_ll
44ecmftpsurface02024122400-9pf49regular_ll
45ecmftpsurface02024122400-9pf4regular_ll
46ecmftpsurface02024122400-9pf13regular_ll
47ecmftpsurface02024122400-9pf31regular_ll
48ecmftpsurface02024122400-9pf22regular_ll
49ecmftpsurface02024122400-9pf40regular_ll
50ecmftpsurface02024122400-9pf5regular_ll
51ecmftpsurface02024122400-12pf23regular_ll
52ecmftpsurface02024122400-12pf32regular_ll
53ecmftpsurface02024122400-12pf50regular_ll
54ecmftpsurface02024122400-12pf41regular_ll
55ecmftpsurface02024122400-12pf14regular_ll
56ecmftpsurface02024122400-12pf24regular_ll
57ecmftpsurface02024122400-12pf33regular_ll
58ecmftpsurface02024122400-12pf15regular_ll
59ecmftpsurface02024122400-12pf6regular_ll
60ecmftpsurface02024122400-12pf42regular_ll
61ecmftpsurface02024122400-12pf34regular_ll
62ecmftpsurface02024122400-12pf16regular_ll
63ecmftpsurface02024122400-12pf25regular_ll
64ecmftpsurface02024122400-12pf7regular_ll
65ecmftpsurface02024122400-12pf43regular_ll
66ecmftpsurface02024122400-12pf26regular_ll
67ecmftpsurface02024122400-12pf44regular_ll
68ecmftpsurface02024122400-12pf35regular_ll
69ecmftpsurface02024122400-12pf8regular_ll
70ecmftpsurface02024122400-12pf17regular_ll
71ecmftpsurface02024122400-12pf36regular_ll
72ecmftpsurface02024122400-12pf9regular_ll
73ecmftpsurface02024122400-12pf18regular_ll
74ecmftpsurface02024122400-12pf45regular_ll
75ecmftpsurface02024122400-12pf27regular_ll
76ecmftpsurface02024122400-12pf37regular_ll
77ecmftpsurface02024122400-12pf46regular_ll
78ecmftpsurface02024122400-12cf0regular_ll
79ecmftpsurface02024122400-12pf19regular_ll
80ecmftpsurface02024122400-12pf1regular_ll
81ecmftpsurface02024122400-12pf28regular_ll
82ecmftpsurface02024122400-12pf38regular_ll
83ecmftpsurface02024122400-12pf47regular_ll
84ecmftpsurface02024122400-12pf2regular_ll
85ecmftpsurface02024122400-12pf29regular_ll
86ecmftpsurface02024122400-12pf10regular_ll
87ecmftpsurface02024122400-12pf39regular_ll
88ecmftpsurface02024122400-12pf20regular_ll
89ecmftpsurface02024122400-12pf11regular_ll
90ecmftpsurface02024122400-12pf48regular_ll
91ecmftpsurface02024122400-12pf3regular_ll
92ecmftpsurface02024122400-12pf21regular_ll
93ecmftpsurface02024122400-12pf12regular_ll
94ecmftpsurface02024122400-12pf4regular_ll
95ecmftpsurface02024122400-12pf30regular_ll
96ecmftpsurface02024122400-12pf49regular_ll
97ecmftpsurface02024122400-12pf40regular_ll
98ecmftpsurface02024122400-12pf22regular_ll
99ecmftpsurface02024122400-12pf5regular_ll
100ecmftpsurface02024122400-12pf13regular_ll
101ecmftpsurface02024122400-12pf31regular_ll
\n", - "
" - ], - "text/plain": [ - " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", - "Message \n", - "0 ecmf tp surface 0 20241224 0 0-9 \n", - "1 ecmf tp surface 0 20241224 0 0-9 \n", - "2 ecmf tp surface 0 20241224 0 0-9 \n", - "3 ecmf tp surface 0 20241224 0 0-9 \n", - "4 ecmf tp surface 0 20241224 0 0-9 \n", - "5 ecmf tp surface 0 20241224 0 0-9 \n", - "6 ecmf tp surface 0 20241224 0 0-9 \n", - "7 ecmf tp surface 0 20241224 0 0-9 \n", - "8 ecmf tp surface 0 20241224 0 0-9 \n", - "9 ecmf tp surface 0 20241224 0 0-9 \n", - "10 ecmf tp surface 0 20241224 0 0-9 \n", - "11 ecmf tp surface 0 20241224 0 0-9 \n", - "12 ecmf tp surface 0 20241224 0 0-9 \n", - "13 ecmf tp surface 0 20241224 0 0-9 \n", - "14 ecmf tp surface 0 20241224 0 0-9 \n", - "15 ecmf tp surface 0 20241224 0 0-9 \n", - "16 ecmf tp surface 0 20241224 0 0-9 \n", - "17 ecmf tp surface 0 20241224 0 0-9 \n", - "18 ecmf tp surface 0 20241224 0 0-9 \n", - "19 ecmf tp surface 0 20241224 0 0-9 \n", - "20 ecmf tp surface 0 20241224 0 0-9 \n", - "21 ecmf tp surface 0 20241224 0 0-9 \n", - "22 ecmf tp surface 0 20241224 0 0-9 \n", - "23 ecmf tp surface 0 20241224 0 0-9 \n", - "24 ecmf tp surface 0 20241224 0 0-9 \n", - "25 ecmf tp surface 0 20241224 0 0-9 \n", - "26 ecmf tp surface 0 20241224 0 0-9 \n", - "27 ecmf tp surface 0 20241224 0 0-9 \n", - "28 ecmf tp surface 0 20241224 0 0-9 \n", - "29 ecmf tp surface 0 20241224 0 0-9 \n", - "30 ecmf tp surface 0 20241224 0 0-9 \n", - "31 ecmf tp surface 0 20241224 0 0-9 \n", - "32 ecmf tp surface 0 20241224 0 0-9 \n", - "33 ecmf tp surface 0 20241224 0 0-9 \n", - "34 ecmf tp surface 0 20241224 0 0-9 \n", - "35 ecmf tp surface 0 20241224 0 0-9 \n", - "36 ecmf tp surface 0 20241224 0 0-9 \n", - "37 ecmf tp surface 0 20241224 0 0-9 \n", - "38 ecmf tp surface 0 20241224 0 0-9 \n", - "39 ecmf tp surface 0 20241224 0 0-9 \n", - "40 ecmf tp surface 0 20241224 0 0-9 \n", - "41 ecmf tp surface 0 20241224 0 0-9 \n", - "42 ecmf tp surface 0 20241224 0 0-9 \n", - "43 ecmf tp surface 0 20241224 0 0-9 \n", - "44 ecmf tp surface 0 20241224 0 0-9 \n", - "45 ecmf tp surface 0 20241224 0 0-9 \n", - "46 ecmf tp surface 0 20241224 0 0-9 \n", - "47 ecmf tp surface 0 20241224 0 0-9 \n", - "48 ecmf tp surface 0 20241224 0 0-9 \n", - "49 ecmf tp surface 0 20241224 0 0-9 \n", - "50 ecmf tp surface 0 20241224 0 0-9 \n", - "51 ecmf tp surface 0 20241224 0 0-12 \n", - "52 ecmf tp surface 0 20241224 0 0-12 \n", - "53 ecmf tp surface 0 20241224 0 0-12 \n", - "54 ecmf tp surface 0 20241224 0 0-12 \n", - "55 ecmf tp surface 0 20241224 0 0-12 \n", - "56 ecmf tp surface 0 20241224 0 0-12 \n", - "57 ecmf tp surface 0 20241224 0 0-12 \n", - "58 ecmf tp surface 0 20241224 0 0-12 \n", - "59 ecmf tp surface 0 20241224 0 0-12 \n", - "60 ecmf tp surface 0 20241224 0 0-12 \n", - "61 ecmf tp surface 0 20241224 0 0-12 \n", - "62 ecmf tp surface 0 20241224 0 0-12 \n", - "63 ecmf tp surface 0 20241224 0 0-12 \n", - "64 ecmf tp surface 0 20241224 0 0-12 \n", - "65 ecmf tp surface 0 20241224 0 0-12 \n", - "66 ecmf tp surface 0 20241224 0 0-12 \n", - "67 ecmf tp surface 0 20241224 0 0-12 \n", - "68 ecmf tp surface 0 20241224 0 0-12 \n", - "69 ecmf tp surface 0 20241224 0 0-12 \n", - "70 ecmf tp surface 0 20241224 0 0-12 \n", - "71 ecmf tp surface 0 20241224 0 0-12 \n", - "72 ecmf tp surface 0 20241224 0 0-12 \n", - "73 ecmf tp surface 0 20241224 0 0-12 \n", - "74 ecmf tp surface 0 20241224 0 0-12 \n", - "75 ecmf tp surface 0 20241224 0 0-12 \n", - "76 ecmf tp surface 0 20241224 0 0-12 \n", - "77 ecmf tp surface 0 20241224 0 0-12 \n", - "78 ecmf tp surface 0 20241224 0 0-12 \n", - "79 ecmf tp surface 0 20241224 0 0-12 \n", - "80 ecmf tp surface 0 20241224 0 0-12 \n", - "81 ecmf tp surface 0 20241224 0 0-12 \n", - "82 ecmf tp surface 0 20241224 0 0-12 \n", - "83 ecmf tp surface 0 20241224 0 0-12 \n", - "84 ecmf tp surface 0 20241224 0 0-12 \n", - "85 ecmf tp surface 0 20241224 0 0-12 \n", - "86 ecmf tp surface 0 20241224 0 0-12 \n", - "87 ecmf tp surface 0 20241224 0 0-12 \n", - "88 ecmf tp surface 0 20241224 0 0-12 \n", - "89 ecmf tp surface 0 20241224 0 0-12 \n", - "90 ecmf tp surface 0 20241224 0 0-12 \n", - "91 ecmf tp surface 0 20241224 0 0-12 \n", - "92 ecmf tp surface 0 20241224 0 0-12 \n", - "93 ecmf tp surface 0 20241224 0 0-12 \n", - "94 ecmf tp surface 0 20241224 0 0-12 \n", - "95 ecmf tp surface 0 20241224 0 0-12 \n", - "96 ecmf tp surface 0 20241224 0 0-12 \n", - "97 ecmf tp surface 0 20241224 0 0-12 \n", - "98 ecmf tp surface 0 20241224 0 0-12 \n", - "99 ecmf tp surface 0 20241224 0 0-12 \n", - "100 ecmf tp surface 0 20241224 0 0-12 \n", - "101 ecmf tp surface 0 20241224 0 0-12 \n", - "\n", - " dataType number gridType \n", - "Message \n", - "0 pf 32 regular_ll \n", - "1 pf 50 regular_ll \n", - "2 pf 23 regular_ll \n", - "3 pf 14 regular_ll \n", - "4 pf 41 regular_ll \n", - "5 pf 33 regular_ll \n", - "6 pf 42 regular_ll \n", - "7 pf 24 regular_ll \n", - "8 pf 6 regular_ll \n", - "9 pf 34 regular_ll \n", - "10 pf 16 regular_ll \n", - "11 pf 15 regular_ll \n", - "12 pf 43 regular_ll \n", - "13 pf 25 regular_ll \n", - "14 pf 7 regular_ll \n", - "15 pf 8 regular_ll \n", - "16 pf 26 regular_ll \n", - "17 pf 17 regular_ll \n", - "18 pf 44 regular_ll \n", - "19 pf 35 regular_ll \n", - "20 pf 27 regular_ll \n", - "21 pf 36 regular_ll \n", - "22 pf 45 regular_ll \n", - "23 pf 9 regular_ll \n", - "24 pf 18 regular_ll \n", - "25 pf 37 regular_ll \n", - "26 pf 1 regular_ll \n", - "27 cf 0 regular_ll \n", - "28 pf 19 regular_ll \n", - "29 pf 46 regular_ll \n", - "30 pf 28 regular_ll \n", - "31 pf 47 regular_ll \n", - "32 pf 2 regular_ll \n", - "33 pf 10 regular_ll \n", - "34 pf 38 regular_ll \n", - "35 pf 20 regular_ll \n", - "36 pf 39 regular_ll \n", - "37 pf 48 regular_ll \n", - "38 pf 3 regular_ll \n", - "39 pf 29 regular_ll \n", - "40 pf 11 regular_ll \n", - "41 pf 21 regular_ll \n", - "42 pf 12 regular_ll \n", - "43 pf 30 regular_ll \n", - "44 pf 49 regular_ll \n", - "45 pf 4 regular_ll \n", - "46 pf 13 regular_ll \n", - "47 pf 31 regular_ll \n", - "48 pf 22 regular_ll \n", - "49 pf 40 regular_ll \n", - "50 pf 5 regular_ll \n", - "51 pf 23 regular_ll \n", - "52 pf 32 regular_ll \n", - "53 pf 50 regular_ll \n", - "54 pf 41 regular_ll \n", - "55 pf 14 regular_ll \n", - "56 pf 24 regular_ll \n", - "57 pf 33 regular_ll \n", - "58 pf 15 regular_ll \n", - "59 pf 6 regular_ll \n", - "60 pf 42 regular_ll \n", - "61 pf 34 regular_ll \n", - "62 pf 16 regular_ll \n", - "63 pf 25 regular_ll \n", - "64 pf 7 regular_ll \n", - "65 pf 43 regular_ll \n", - "66 pf 26 regular_ll \n", - "67 pf 44 regular_ll \n", - "68 pf 35 regular_ll \n", - "69 pf 8 regular_ll \n", - "70 pf 17 regular_ll \n", - "71 pf 36 regular_ll \n", - "72 pf 9 regular_ll \n", - "73 pf 18 regular_ll \n", - "74 pf 45 regular_ll \n", - "75 pf 27 regular_ll \n", - "76 pf 37 regular_ll \n", - "77 pf 46 regular_ll \n", - "78 cf 0 regular_ll \n", - "79 pf 19 regular_ll \n", - "80 pf 1 regular_ll \n", - "81 pf 28 regular_ll \n", - "82 pf 38 regular_ll \n", - "83 pf 47 regular_ll \n", - "84 pf 2 regular_ll \n", - "85 pf 29 regular_ll \n", - "86 pf 10 regular_ll \n", - "87 pf 39 regular_ll \n", - "88 pf 20 regular_ll \n", - "89 pf 11 regular_ll \n", - "90 pf 48 regular_ll \n", - "91 pf 3 regular_ll \n", - "92 pf 21 regular_ll \n", - "93 pf 12 regular_ll \n", - "94 pf 4 regular_ll \n", - "95 pf 30 regular_ll \n", - "96 pf 49 regular_ll \n", - "97 pf 40 regular_ll \n", - "98 pf 22 regular_ll \n", - "99 pf 5 regular_ll \n", - "100 pf 13 regular_ll \n", - "101 pf 31 regular_ll " - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.ls()" - ] - }, - { - "cell_type": "markdown", - "id": "026dbfff-b039-455a-985b-3b1df83cf577", - "metadata": { - "tags": [] - }, - "source": [ - "### Calculating total precipitation between two forecast steps\n", - "Toral precipitation data is provided as accumulated value from the start of the forecast. Therefore we need to 'deacumulate' it, to calculate the precipitation between two steps. \n", - "In other words, we need to substract the value at step 9 from value at step 12, to get the value of precipitation between steps 9 and 12. \n", - "Metview has built in fuction **deac()** which will do this for us. \n", - "However in order for it to do it, we need first to sort the fieldset." - ] - }, - { - "cell_type": "markdown", - "id": "068ed364-6ebb-4f4f-820c-a332cf89c878", - "metadata": { - "tags": [] - }, - "source": [ - "The following cell will select needed steps, sort the ensemble members and do the substraction for all the ensemble members." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "f676d823", - "metadata": {}, - "outputs": [], - "source": [ - "tp_09 = data.select(step= 9).sort()\n", - "tp_12 = data.select(step= 12).sort()\n", - "tp = tp_12 - tp_09" - ] - }, - { - "cell_type": "markdown", - "id": "44fd27eb", - "metadata": {}, - "source": [ - "In the end we still need to calculate the mean total precipitation. \n", - "In the same line of code we will compute the data in milimeters by multiplying by 1000." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "b1f8e96a", - "metadata": {}, - "outputs": [], - "source": [ - "tp_mean = mv.mean(tp) * 1000" - ] - }, - { - "cell_type": "markdown", - "id": "c8087ec8", - "metadata": {}, - "source": [ - "## Plotting the data\n", - "And finally, we can plot the data on the map. " - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "c0c2976e", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define coastlines\n", - "coast = mv.mcoast(\n", - " map_coastline_colour=\"charcoal\",\n", - " map_coastline_resolution=\"medium\",\n", - " map_coastline_land_shade=\"on\",\n", - " map_coastline_land_shade_colour=\"cream\",\n", - " map_coastline_sea_shade=\"off\",\n", - " map_boundaries=\"on\",\n", - " map_boundaries_colour= \"charcoal\",\n", - " map_boundaries_thickness = 1,\n", - " map_disputed_boundaries = \"off\",\n", - " map_grid_colour=\"tan\",\n", - " map_label_height=0.35,\n", - ")\n", - "\n", - "# define view\n", - "view = mv.geoview(\n", - " area_mode=\"name\",\n", - " area_name=\"europe\",\n", - " coastlines=coast\n", - ")\n", - "\n", - "#define styles\n", - "tp_mean_shade = mv.mcont(legend= \"on\",\n", - " contour_automatics_settings = \"style_name\",\n", - " contour_style_name = \"sh_blured_f05t300lst\")\n", - "\n", - "title = mv.mtext(\n", - " text_lines=[\"Ensemble mean for total precipitation\", \n", - " \"START TIME: \",\n", - " \"VALID TIME: , STEP: \"],\n", - " text_font_size=0.4,\n", - " text_colour = 'charcoal')\n", - "\n", - "ecmwf_text = mv.mtext( \n", - " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", - " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", - " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", - " text_justification = 'center',\n", - " text_font_size = 0.3,\n", - " text_mode = \"positional\",\n", - " text_box_x_position = 6.,\n", - " text_box_y_position = -0.2,\n", - " text_box_x_length = 8,\n", - " text_box_y_length = 2,\n", - " text_colour = 'charcoal')\n", - "\n", - "# generate plot\n", - "mv.setoutput('jupyter', plot_widget=False)\n", - "mv.plot(view, tp_mean, tp_mean_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "0813538b-be17-49c8-a6b0-c70634d6114d", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [] - }, - "source": [ - "To generate the png file you can run the following cell." - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "961a379f-c8cd-4313-9169-48692f483c39", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - }, - "tags": [ - "png" - ] - }, - "outputs": [], - "source": [ - "png = mv.png_output(\n", - " output_name = \"medium-tp-mean\", # specify relative or full path\n", - " output_title = \"medium-tp-mean\", # title used by a viewer\n", - " output_width = 1000, # set width in pixels\n", - ")\n", - "mv.setoutput(png)\n", - "mv.plot(view, tp_mean, tp_mean_shade, title, ecmwf_text)" - ] - }, - { - "cell_type": "markdown", - "id": "8adc37c0-0bd2-49e8-8098-c802dfa3d8d2", - "metadata": {}, - "source": [ - "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", - "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." - ] - } - ], - "metadata": { - "author": "Milana Vuckovic", - "content_type": "Software & code", - "data_access": "ecmwf-opendata", - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.9" - } + "cells": [ + { + "cell_type": "markdown", + "id": "35b8fe73", + "metadata": { + "tags": [ + "open_data" + ] + }, + "source": [ + "
\n", + "\n", + "
\n", + "\n", + "# \tEnsemble mean for total precipitation" + ] + }, + { + "cell_type": "markdown", + "id": "7ed116e0", + "metadata": {}, + "source": [ + "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product. \n", + "The original product can be found on this link: https://charts.ecmwf.int/products/medium-tp-mean \n" + ] + }, + { + "cell_type": "markdown", + "id": "9a83c42d-b94c-410b-8d06-c4e7f515ccb9", + "metadata": {}, + "source": [ + "
\n", + "
\n", + "
\n", + "
" + ] + }, + { + "cell_type": "markdown", + "id": "d455c6bb-c1e6-4292-a1a4-da15be0172bf", + "metadata": {}, + "source": [ + "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS). \n", + "\n", + "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). \n", + "\n", + " In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction \n", + "\n", + "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)." + ] + }, + { + "cell_type": "markdown", + "id": "3a7cbfa0", + "metadata": {}, + "source": [ + "## Retrieve Data\n", + "This product takes in input 1 parameter :\n", + "\n", + "* [Total precipitation](https://codes.ecmwf.int/grib/param-db/228228) \n" + ] + }, + { + "cell_type": "markdown", + "id": "5685c638", + "metadata": {}, + "source": [ + "In this example, we will use: \n", + "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n", + "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data " + ] + }, + { + "cell_type": "markdown", + "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448", + "metadata": {}, + "source": [ + "First we need to install them in the current Jupyter kernel: \n", + "
\n", + "Note: If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n", + "
\n", + "
\n", + "Note: If you don't have these libraries installed, click on three dots below, uncomment the code and run the next two cells.\n", + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd", + "metadata": { + "jupyter": { + "source_hidden": true }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!pip install ecmwf-opendata" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "0cf59638", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [ + "install" + ] + }, + "outputs": [], + "source": [ + "#!conda install metview metview-python" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c2f7620", + "metadata": { + "tags": [ + "import" + ] + }, + "outputs": [], + "source": [ + "import metview as mv\n", + "from ecmwf.opendata import Client" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "38c9c9da", + "metadata": {}, + "outputs": [], + "source": [ + "client = Client(\"ecmwf\", beta=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "71cb9561", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('medium-tp-mean-pf.grib', 'medium-tp-mean-cf.grib')" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "parameters = ['tp']\n", + "filename1 = 'medium-tp-mean-pf.grib'\n", + "filename2 = 'medium-tp-mean-cf.grib'\n", + "filename1,filename2" + ] + }, + { + "cell_type": "markdown", + "id": "15e6f8af-e0be-4b15-b794-c2a9a717e47d", + "metadata": {}, + "source": [ + "To calculate the mean of total precipitation, we need to retrieve all the ensemble members at the given time. \n", + "We need to put **pf** as **type** and **enfo** as **stream** to download all 50 ensemble members. To download the control forecast, we put **fc** as **type** and **oper** as **stream**." + ] + }, + { + "cell_type": "markdown", + "id": "c95d1234-11da-4bfa-a9b5-8df77b79a29d", + "metadata": {}, + "source": [ + "Setting date to 0 will download today's data. \n", + "Removing date and time altogether from the request will download the latest data. \n", + "Try commenting out date and time to download latest forecast!" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "61230131", + "metadata": { + "tags": [ + "download" + ] + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "703e64eeee5a4afca3cf767af3cd1aae", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + ": 0%| | 0.00/76.5M [00:00: 0%| | 0.00/1.51M [00:00" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=[9,12],\n", + " stream=\"enfo\",\n", + " type=\"pf\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename1\n", + ")\n", + "client.retrieve(\n", + " date=0,\n", + " time=0,\n", + " step=[9,12],\n", + " stream=\"oper\",\n", + " type=\"fc\",\n", + " levtype=\"sfc\",\n", + " param=parameters,\n", + " target=filename2\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "d9f9c949", + "metadata": {}, + "source": [ + "## Reading and processing the data\n", + "Now we can use **Metview's read() function** to read the files." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a0b18ff9", + "metadata": {}, + "outputs": [], + "source": [ + "data1 = mv.read(filename1)\n", + "data2 = mv.read(filename2)\n", + "data = mv.merge(data1,data2)" + ] + }, + { + "cell_type": "markdown", + "id": "0bd1c328", + "metadata": {}, + "source": [ + "The **describe()** function will give us the overview of the dataset. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "468caf41", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
parametertypeOfLevelleveldatetimestepnumberparamIdclassstreamtypeexperimentVersionNumber
tpsurface02026042809,121,10,...228odenfo,operfc,pf0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "b1600041-7e7c-4489-9050-6863ff6a810d", + "metadata": {}, + "source": [ + "And an overview of one parameter, where we can see more information, such as units or type of level." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9cd6fe1f-a38d-46a6-add2-3fd3084fd3bf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " \n", + " \n", + " \n", + "
shortNametp
nameTotal precipitation
paramId228
unitsm
typeOfLevelsurface
level0
date20260428
time0
step9,12
number1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9,None
classod
streamenfo,oper
typefc,pf
experimentVersionNumber0001
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe('tp')" + ] + }, + { + "cell_type": "markdown", + "id": "f963e6b2", + "metadata": {}, + "source": [ + "We can use **ls()** function to list all the fields in the file we downloaded." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "4134950e", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
centreshortNametypeOfLevelleveldataDatedataTimestepRangedataTypenumbergridType
Message
0ecmftpsurface02026042800-9pf18regular_ll
1ecmftpsurface02026042800-9pf36regular_ll
2ecmftpsurface02026042800-9pf9regular_ll
3ecmftpsurface02026042800-9pf26regular_ll
4ecmftpsurface02026042800-9pf16regular_ll
5ecmftpsurface02026042800-9pf34regular_ll
6ecmftpsurface02026042800-9pf24regular_ll
7ecmftpsurface02026042800-9pf14regular_ll
8ecmftpsurface02026042800-9pf32regular_ll
9ecmftpsurface02026042800-9pf50regular_ll
10ecmftpsurface02026042800-9pf22regular_ll
11ecmftpsurface02026042800-9pf40regular_ll
12ecmftpsurface02026042800-9pf39regular_ll
13ecmftpsurface02026042800-9pf49regular_ll
14ecmftpsurface02026042800-9pf30regular_ll
15ecmftpsurface02026042800-9pf12regular_ll
16ecmftpsurface02026042800-9pf20regular_ll
17ecmftpsurface02026042800-9pf29regular_ll
18ecmftpsurface02026042800-9pf10regular_ll
19ecmftpsurface02026042800-9pf19regular_ll
20ecmftpsurface02026042800-9pf37regular_ll
21ecmftpsurface02026042800-9pf27regular_ll
22ecmftpsurface02026042800-9pf17regular_ll
23ecmftpsurface02026042800-9pf25regular_ll
24ecmftpsurface02026042800-9pf35regular_ll
25ecmftpsurface02026042800-9pf33regular_ll
26ecmftpsurface02026042800-9pf6regular_ll
27ecmftpsurface02026042800-9pf15regular_ll
28ecmftpsurface02026042800-9pf41regular_ll
29ecmftpsurface02026042800-9pf23regular_ll
30ecmftpsurface02026042800-9pf5regular_ll
31ecmftpsurface02026042800-9pf31regular_ll
32ecmftpsurface02026042800-9pf13regular_ll
33ecmftpsurface02026042800-9pf4regular_ll
34ecmftpsurface02026042800-9pf3regular_ll
35ecmftpsurface02026042800-9pf11regular_ll
36ecmftpsurface02026042800-9pf21regular_ll
37ecmftpsurface02026042800-9pf38regular_ll
38ecmftpsurface02026042800-9pf2regular_ll
39ecmftpsurface02026042800-9pf28regular_ll
40ecmftpsurface02026042800-9pf1regular_ll
41ecmftpsurface02026042800-9pf44regular_ll
42ecmftpsurface02026042800-9pf7regular_ll
43ecmftpsurface02026042800-9pf42regular_ll
44ecmftpsurface02026042800-9pf47regular_ll
45ecmftpsurface02026042800-9pf45regular_ll
46ecmftpsurface02026042800-9pf8regular_ll
47ecmftpsurface02026042800-9pf43regular_ll
48ecmftpsurface02026042800-9pf48regular_ll
49ecmftpsurface02026042800-9pf46regular_ll
50ecmftpsurface02026042800-12pf36regular_ll
51ecmftpsurface02026042800-12pf18regular_ll
52ecmftpsurface02026042800-12pf9regular_ll
53ecmftpsurface02026042800-12pf26regular_ll
54ecmftpsurface02026042800-12pf16regular_ll
55ecmftpsurface02026042800-12pf34regular_ll
56ecmftpsurface02026042800-12pf24regular_ll
57ecmftpsurface02026042800-12pf32regular_ll
58ecmftpsurface02026042800-12pf14regular_ll
59ecmftpsurface02026042800-12pf50regular_ll
60ecmftpsurface02026042800-12pf22regular_ll
61ecmftpsurface02026042800-12pf40regular_ll
62ecmftpsurface02026042800-12pf30regular_ll
63ecmftpsurface02026042800-12pf49regular_ll
64ecmftpsurface02026042800-12pf12regular_ll
65ecmftpsurface02026042800-12pf20regular_ll
66ecmftpsurface02026042800-12pf39regular_ll
67ecmftpsurface02026042800-12pf29regular_ll
68ecmftpsurface02026042800-12pf10regular_ll
69ecmftpsurface02026042800-12pf37regular_ll
70ecmftpsurface02026042800-12pf19regular_ll
71ecmftpsurface02026042800-12pf27regular_ll
72ecmftpsurface02026042800-12pf25regular_ll
73ecmftpsurface02026042800-12pf35regular_ll
74ecmftpsurface02026042800-12pf17regular_ll
75ecmftpsurface02026042800-12pf33regular_ll
76ecmftpsurface02026042800-12pf6regular_ll
77ecmftpsurface02026042800-12pf15regular_ll
78ecmftpsurface02026042800-12pf41regular_ll
79ecmftpsurface02026042800-12pf23regular_ll
80ecmftpsurface02026042800-12pf31regular_ll
81ecmftpsurface02026042800-12pf13regular_ll
82ecmftpsurface02026042800-12pf21regular_ll
83ecmftpsurface02026042800-12pf5regular_ll
84ecmftpsurface02026042800-12pf4regular_ll
85ecmftpsurface02026042800-12pf3regular_ll
86ecmftpsurface02026042800-12pf38regular_ll
87ecmftpsurface02026042800-12pf11regular_ll
88ecmftpsurface02026042800-12pf2regular_ll
89ecmftpsurface02026042800-12pf1regular_ll
90ecmftpsurface02026042800-12pf28regular_ll
91ecmftpsurface02026042800-12pf44regular_ll
92ecmftpsurface02026042800-12pf7regular_ll
93ecmftpsurface02026042800-12pf42regular_ll
94ecmftpsurface02026042800-12pf47regular_ll
95ecmftpsurface02026042800-12pf45regular_ll
96ecmftpsurface02026042800-12pf8regular_ll
97ecmftpsurface02026042800-12pf43regular_ll
98ecmftpsurface02026042800-12pf48regular_ll
99ecmftpsurface02026042800-12pf46regular_ll
100ecmftpsurface02026042800-9fcNoneregular_ll
101ecmftpsurface02026042800-12fcNoneregular_ll
\n", + "
" + ], + "text/plain": [ + " centre shortName typeOfLevel level dataDate dataTime stepRange \\\n", + "Message \n", + "0 ecmf tp surface 0 20260428 0 0-9 \n", + "1 ecmf tp surface 0 20260428 0 0-9 \n", + "2 ecmf tp surface 0 20260428 0 0-9 \n", + "3 ecmf tp surface 0 20260428 0 0-9 \n", + "4 ecmf tp surface 0 20260428 0 0-9 \n", + "5 ecmf tp surface 0 20260428 0 0-9 \n", + "6 ecmf tp surface 0 20260428 0 0-9 \n", + "7 ecmf tp surface 0 20260428 0 0-9 \n", + "8 ecmf tp surface 0 20260428 0 0-9 \n", + "9 ecmf tp surface 0 20260428 0 0-9 \n", + "10 ecmf tp surface 0 20260428 0 0-9 \n", + "11 ecmf tp surface 0 20260428 0 0-9 \n", + "12 ecmf tp surface 0 20260428 0 0-9 \n", + "13 ecmf tp surface 0 20260428 0 0-9 \n", + "14 ecmf tp surface 0 20260428 0 0-9 \n", + "15 ecmf tp surface 0 20260428 0 0-9 \n", + "16 ecmf tp surface 0 20260428 0 0-9 \n", + "17 ecmf tp surface 0 20260428 0 0-9 \n", + "18 ecmf tp surface 0 20260428 0 0-9 \n", + "19 ecmf tp surface 0 20260428 0 0-9 \n", + "20 ecmf tp surface 0 20260428 0 0-9 \n", + "21 ecmf tp surface 0 20260428 0 0-9 \n", + "22 ecmf tp surface 0 20260428 0 0-9 \n", + "23 ecmf tp surface 0 20260428 0 0-9 \n", + "24 ecmf tp surface 0 20260428 0 0-9 \n", + "25 ecmf tp surface 0 20260428 0 0-9 \n", + "26 ecmf tp surface 0 20260428 0 0-9 \n", + "27 ecmf tp surface 0 20260428 0 0-9 \n", + "28 ecmf tp surface 0 20260428 0 0-9 \n", + "29 ecmf tp surface 0 20260428 0 0-9 \n", + "30 ecmf tp surface 0 20260428 0 0-9 \n", + "31 ecmf tp surface 0 20260428 0 0-9 \n", + "32 ecmf tp surface 0 20260428 0 0-9 \n", + "33 ecmf tp surface 0 20260428 0 0-9 \n", + "34 ecmf tp surface 0 20260428 0 0-9 \n", + "35 ecmf tp surface 0 20260428 0 0-9 \n", + "36 ecmf tp surface 0 20260428 0 0-9 \n", + "37 ecmf tp surface 0 20260428 0 0-9 \n", + "38 ecmf tp surface 0 20260428 0 0-9 \n", + "39 ecmf tp surface 0 20260428 0 0-9 \n", + "40 ecmf tp surface 0 20260428 0 0-9 \n", + "41 ecmf tp surface 0 20260428 0 0-9 \n", + "42 ecmf tp surface 0 20260428 0 0-9 \n", + "43 ecmf tp surface 0 20260428 0 0-9 \n", + "44 ecmf tp surface 0 20260428 0 0-9 \n", + "45 ecmf tp surface 0 20260428 0 0-9 \n", + "46 ecmf tp surface 0 20260428 0 0-9 \n", + "47 ecmf tp surface 0 20260428 0 0-9 \n", + "48 ecmf tp surface 0 20260428 0 0-9 \n", + "49 ecmf tp surface 0 20260428 0 0-9 \n", + "50 ecmf tp surface 0 20260428 0 0-12 \n", + "51 ecmf tp surface 0 20260428 0 0-12 \n", + "52 ecmf tp surface 0 20260428 0 0-12 \n", + "53 ecmf tp surface 0 20260428 0 0-12 \n", + "54 ecmf tp surface 0 20260428 0 0-12 \n", + "55 ecmf tp surface 0 20260428 0 0-12 \n", + "56 ecmf tp surface 0 20260428 0 0-12 \n", + "57 ecmf tp surface 0 20260428 0 0-12 \n", + "58 ecmf tp surface 0 20260428 0 0-12 \n", + "59 ecmf tp surface 0 20260428 0 0-12 \n", + "60 ecmf tp surface 0 20260428 0 0-12 \n", + "61 ecmf tp surface 0 20260428 0 0-12 \n", + "62 ecmf tp surface 0 20260428 0 0-12 \n", + "63 ecmf tp surface 0 20260428 0 0-12 \n", + "64 ecmf tp surface 0 20260428 0 0-12 \n", + "65 ecmf tp surface 0 20260428 0 0-12 \n", + "66 ecmf tp surface 0 20260428 0 0-12 \n", + "67 ecmf tp surface 0 20260428 0 0-12 \n", + "68 ecmf tp surface 0 20260428 0 0-12 \n", + "69 ecmf tp surface 0 20260428 0 0-12 \n", + "70 ecmf tp surface 0 20260428 0 0-12 \n", + "71 ecmf tp surface 0 20260428 0 0-12 \n", + "72 ecmf tp surface 0 20260428 0 0-12 \n", + "73 ecmf tp surface 0 20260428 0 0-12 \n", + "74 ecmf tp surface 0 20260428 0 0-12 \n", + "75 ecmf tp surface 0 20260428 0 0-12 \n", + "76 ecmf tp surface 0 20260428 0 0-12 \n", + "77 ecmf tp surface 0 20260428 0 0-12 \n", + "78 ecmf tp surface 0 20260428 0 0-12 \n", + "79 ecmf tp surface 0 20260428 0 0-12 \n", + "80 ecmf tp surface 0 20260428 0 0-12 \n", + "81 ecmf tp surface 0 20260428 0 0-12 \n", + "82 ecmf tp surface 0 20260428 0 0-12 \n", + "83 ecmf tp surface 0 20260428 0 0-12 \n", + "84 ecmf tp surface 0 20260428 0 0-12 \n", + "85 ecmf tp surface 0 20260428 0 0-12 \n", + "86 ecmf tp surface 0 20260428 0 0-12 \n", + "87 ecmf tp surface 0 20260428 0 0-12 \n", + "88 ecmf tp surface 0 20260428 0 0-12 \n", + "89 ecmf tp surface 0 20260428 0 0-12 \n", + "90 ecmf tp surface 0 20260428 0 0-12 \n", + "91 ecmf tp surface 0 20260428 0 0-12 \n", + "92 ecmf tp surface 0 20260428 0 0-12 \n", + "93 ecmf tp surface 0 20260428 0 0-12 \n", + "94 ecmf tp surface 0 20260428 0 0-12 \n", + "95 ecmf tp surface 0 20260428 0 0-12 \n", + "96 ecmf tp surface 0 20260428 0 0-12 \n", + "97 ecmf tp surface 0 20260428 0 0-12 \n", + "98 ecmf tp surface 0 20260428 0 0-12 \n", + "99 ecmf tp surface 0 20260428 0 0-12 \n", + "100 ecmf tp surface 0 20260428 0 0-9 \n", + "101 ecmf tp surface 0 20260428 0 0-12 \n", + "\n", + " dataType number gridType \n", + "Message \n", + "0 pf 18 regular_ll \n", + "1 pf 36 regular_ll \n", + "2 pf 9 regular_ll \n", + "3 pf 26 regular_ll \n", + "4 pf 16 regular_ll \n", + "5 pf 34 regular_ll \n", + "6 pf 24 regular_ll \n", + "7 pf 14 regular_ll \n", + "8 pf 32 regular_ll \n", + "9 pf 50 regular_ll \n", + "10 pf 22 regular_ll \n", + "11 pf 40 regular_ll \n", + "12 pf 39 regular_ll \n", + "13 pf 49 regular_ll \n", + "14 pf 30 regular_ll \n", + "15 pf 12 regular_ll \n", + "16 pf 20 regular_ll \n", + "17 pf 29 regular_ll \n", + "18 pf 10 regular_ll \n", + "19 pf 19 regular_ll \n", + "20 pf 37 regular_ll \n", + "21 pf 27 regular_ll \n", + "22 pf 17 regular_ll \n", + "23 pf 25 regular_ll \n", + "24 pf 35 regular_ll \n", + "25 pf 33 regular_ll \n", + "26 pf 6 regular_ll \n", + "27 pf 15 regular_ll \n", + "28 pf 41 regular_ll \n", + "29 pf 23 regular_ll \n", + "30 pf 5 regular_ll \n", + "31 pf 31 regular_ll \n", + "32 pf 13 regular_ll \n", + "33 pf 4 regular_ll \n", + "34 pf 3 regular_ll \n", + "35 pf 11 regular_ll \n", + "36 pf 21 regular_ll \n", + "37 pf 38 regular_ll \n", + "38 pf 2 regular_ll \n", + "39 pf 28 regular_ll \n", + "40 pf 1 regular_ll \n", + "41 pf 44 regular_ll \n", + "42 pf 7 regular_ll \n", + "43 pf 42 regular_ll \n", + "44 pf 47 regular_ll \n", + "45 pf 45 regular_ll \n", + "46 pf 8 regular_ll \n", + "47 pf 43 regular_ll \n", + "48 pf 48 regular_ll \n", + "49 pf 46 regular_ll \n", + "50 pf 36 regular_ll \n", + "51 pf 18 regular_ll \n", + "52 pf 9 regular_ll \n", + "53 pf 26 regular_ll \n", + "54 pf 16 regular_ll \n", + "55 pf 34 regular_ll \n", + "56 pf 24 regular_ll \n", + "57 pf 32 regular_ll \n", + "58 pf 14 regular_ll \n", + "59 pf 50 regular_ll \n", + "60 pf 22 regular_ll \n", + "61 pf 40 regular_ll \n", + "62 pf 30 regular_ll \n", + "63 pf 49 regular_ll \n", + "64 pf 12 regular_ll \n", + "65 pf 20 regular_ll \n", + "66 pf 39 regular_ll \n", + "67 pf 29 regular_ll \n", + "68 pf 10 regular_ll \n", + "69 pf 37 regular_ll \n", + "70 pf 19 regular_ll \n", + "71 pf 27 regular_ll \n", + "72 pf 25 regular_ll \n", + "73 pf 35 regular_ll \n", + "74 pf 17 regular_ll \n", + "75 pf 33 regular_ll \n", + "76 pf 6 regular_ll \n", + "77 pf 15 regular_ll \n", + "78 pf 41 regular_ll \n", + "79 pf 23 regular_ll \n", + "80 pf 31 regular_ll \n", + "81 pf 13 regular_ll \n", + "82 pf 21 regular_ll \n", + "83 pf 5 regular_ll \n", + "84 pf 4 regular_ll \n", + "85 pf 3 regular_ll \n", + "86 pf 38 regular_ll \n", + "87 pf 11 regular_ll \n", + "88 pf 2 regular_ll \n", + "89 pf 1 regular_ll \n", + "90 pf 28 regular_ll \n", + "91 pf 44 regular_ll \n", + "92 pf 7 regular_ll \n", + "93 pf 42 regular_ll \n", + "94 pf 47 regular_ll \n", + "95 pf 45 regular_ll \n", + "96 pf 8 regular_ll \n", + "97 pf 43 regular_ll \n", + "98 pf 48 regular_ll \n", + "99 pf 46 regular_ll \n", + "100 fc None regular_ll \n", + "101 fc None regular_ll " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.ls()" + ] + }, + { + "cell_type": "markdown", + "id": "026dbfff-b039-455a-985b-3b1df83cf577", + "metadata": { + "tags": [] + }, + "source": [ + "### Calculating total precipitation between two forecast steps\n", + "Toral precipitation data is provided as accumulated value from the start of the forecast. Therefore we need to 'deacumulate' it, to calculate the precipitation between two steps. \n", + "In other words, we need to substract the value at step 9 from value at step 12, to get the value of precipitation between steps 9 and 12. \n", + "Metview has built in fuction **deac()** which will do this for us. \n", + "However in order for it to do it, we need first to sort the fieldset." + ] + }, + { + "cell_type": "markdown", + "id": "068ed364-6ebb-4f4f-820c-a332cf89c878", + "metadata": { + "tags": [] + }, + "source": [ + "The following cell will select needed steps, sort the ensemble members and do the substraction for all the ensemble members." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f676d823", + "metadata": {}, + "outputs": [], + "source": [ + "tp_09 = data.select(step= 9).sort()\n", + "tp_12 = data.select(step= 12).sort()\n", + "tp = tp_12 - tp_09" + ] + }, + { + "cell_type": "markdown", + "id": "44fd27eb", + "metadata": {}, + "source": [ + "In the end we still need to calculate the mean total precipitation. \n", + "In the same line of code we will compute the data in milimeters by multiplying by 1000." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "b1f8e96a", + "metadata": {}, + "outputs": [], + "source": [ + "tp_mean = mv.mean(tp) * 1000" + ] + }, + { + "cell_type": "markdown", + "id": "c8087ec8", + "metadata": {}, + "source": [ + "## Plotting the data\n", + "And finally, we can plot the data on the map. " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "c0c2976e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define coastlines\n", + "coast = mv.mcoast(\n", + " map_coastline_colour=\"charcoal\",\n", + " map_coastline_resolution=\"medium\",\n", + " map_coastline_land_shade=\"on\",\n", + " map_coastline_land_shade_colour=\"cream\",\n", + " map_coastline_sea_shade=\"off\",\n", + " map_boundaries=\"on\",\n", + " map_boundaries_colour= \"charcoal\",\n", + " map_boundaries_thickness = 1,\n", + " map_disputed_boundaries = \"off\",\n", + " map_grid_colour=\"tan\",\n", + " map_label_height=0.35,\n", + ")\n", + "\n", + "# define view\n", + "view = mv.geoview(\n", + " area_mode=\"name\",\n", + " area_name=\"europe\",\n", + " coastlines=coast\n", + ")\n", + "\n", + "#define styles\n", + "tp_mean_shade = mv.mcont(legend= \"on\",\n", + " contour_automatics_settings = \"style_name\",\n", + " contour_style_name = \"sh_blured_f05t300lst\")\n", + "\n", + "title = mv.mtext(\n", + " text_lines=[\"Ensemble mean for total precipitation\", \n", + " \"START TIME: \",\n", + " \"VALID TIME: , STEP: \"],\n", + " text_font_size=0.4,\n", + " text_colour = 'charcoal')\n", + "\n", + "ecmwf_text = mv.mtext( \n", + " text_lines = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n", + " \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n", + " \"https://apps.ecmwf.int/datasets/licences/general/\"],\n", + " text_justification = 'center',\n", + " text_font_size = 0.3,\n", + " text_mode = \"positional\",\n", + " text_box_x_position = 6.,\n", + " text_box_y_position = -0.2,\n", + " text_box_x_length = 8,\n", + " text_box_y_length = 2,\n", + " text_colour = 'charcoal')\n", + "\n", + "# generate plot\n", + "mv.setoutput('jupyter', plot_widget=False)\n", + "mv.plot(view, tp_mean, tp_mean_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "0813538b-be17-49c8-a6b0-c70634d6114d", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "source": [ + "To generate the png file you can run the following cell." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "961a379f-c8cd-4313-9169-48692f483c39", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "png" + ] + }, + "outputs": [], + "source": [ + "png = mv.png_output(\n", + " output_name = \"medium-tp-mean\", # specify relative or full path\n", + " output_title = \"medium-tp-mean\", # title used by a viewer\n", + " output_width = 1000, # set width in pixels\n", + ")\n", + "mv.setoutput(png)\n", + "mv.plot(view, tp_mean, tp_mean_shade, title, ecmwf_text)" + ] + }, + { + "cell_type": "markdown", + "id": "8adc37c0-0bd2-49e8-8098-c802dfa3d8d2", + "metadata": {}, + "source": [ + "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data. \n", + "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid." + ] + } + ], + "metadata": { + "author": "Milana Vuckovic", + "content_type": "Software & code", + "data_access": "ecmwf-opendata", + "kernelspec": { + "display_name": "Python 3.12.11-01", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}