This study identifies the driving factors influencing summer air temperature and develops a high-resolution temperature map using regression kriging in Seoul.
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Jun 12, 2025
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regression-kriging
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Automated R pipeline for high-resolution temperature downscaling in Morocco. Combines global geographic trends (MLR) with local weather anomaly interpolation using Two-Stage Regression-Kriging on a satellite Digital Elevation Model (DEM).
r reproducible-research gis meteorology rstats spatial-analysis dem data-pipeline geostatistics kriging climatology morocco regression-kriging spacial-data-science
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Jun 24, 2026 - HTML
GeoAI framework combining a multiscale local singularity index, multitask Random Forest trend modelling, and residual kriging for precision-agriculture mapping of soil NPK, crop stress, and yield.
python machine-learning random-forest remote-sensing spatial-analysis multifractal geostatistics precision-agriculture geoai regression-kriging
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Aug 6, 2026 - Python
A research-grade tool for comprehensive spatial and descriptive analysis of soils - built with coding assistance from the Antigravity CLI, and Claude Code.
shiny random-forest gis cross-validation data-visualization rstats geostatistics kriging variogram spatial-statistics soil-mapping precision-agriculture digital-soil-mapping gstat thin-plate-splines mapping-tools soil-science spatial-interpolation cokriging regression-kriging
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Aug 6, 2026 - R
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