diff --git a/src/routers/forecasts.py b/src/routers/forecasts.py
index 5bdb830..b59e030 100644
--- a/src/routers/forecasts.py
+++ b/src/routers/forecasts.py
@@ -150,15 +150,20 @@ def list_forecasts(
 
         if bbox:
             min_lon, min_lat, max_lon, max_lat = _parse_bbox(bbox)
-            query = query.join(
-                ParkingZone,
-                Forecast.zone_id == ParkingZone.parking_zone_id,
-            ).filter(
-                ParkingZone.longitude >= min_lon,
-                ParkingZone.latitude  >= min_lat,
-                ParkingZone.longitude <= max_lon,
-                ParkingZone.latitude  <= max_lat,
-            )
+            # Фильтруем по центроиду geometry зоны на Python,
+            # т.к. longitude/latitude нет в parking_zones напрямую
+            zone_ids_in_bbox = []
+            zones = db.query(ParkingZone).all()
+            for z in zones:
+                try:
+                    coords = z.geometry["coordinates"][0]
+                    z_lon = sum(c[0] for c in coords) / len(coords)
+                    z_lat = sum(c[1] for c in coords) / len(coords)
+                    if min_lon <= z_lon <= max_lon and min_lat <= z_lat <= max_lat:
+                        zone_ids_in_bbox.append(z.parking_zone_id)
+                except Exception:
+                    pass
+            query = query.filter(Forecast.zone_id.in_(zone_ids_in_bbox))
 
     # latest_model_only: последняя генерация по каждой зоне + predicted_for
     elif latest_model_only:
diff --git a/src/routers/occupancy.py b/src/routers/occupancy.py
index 5576673..1563e76 100644
--- a/src/routers/occupancy.py
+++ b/src/routers/occupancy.py
@@ -4,7 +4,7 @@
 from typing import Annotated, Union
 
 from fastapi import APIRouter, Depends, HTTPException, Query, status
-from sqlalchemy import text
+from sqlalchemy import text, func
 from sqlalchemy.orm import Session
 
 from ..database import get_db
@@ -122,36 +122,32 @@ def list_occupancy(
     if to:
         query = query.filter(OccupancyObservation.observed_at <= to)
 
-    # Для view=map и latest_only: последнее наблюдение по каждой зоне
     if view == "map" or latest_only:
-        # Подзапрос: последний observed_at для каждой зоны
-        latest_sq = (
-            db.query(
-                OccupancyObservation.zone_id,
-                text("MAX(observed_at) AS max_obs"),
-            )
-            .group_by(OccupancyObservation.zone_id)
-            .subquery()
-        )
-
         if at:
-            # При at=... — последнее наблюдение с observed_at <= at
             latest_sq = (
                 db.query(
-                    OccupancyObservation.zone_id,
-                    text("MAX(observed_at) AS max_obs"),
+                    OccupancyObservation.zone_id.label("zone_id"),
+                    func.max(OccupancyObservation.observed_at).label("max_obs"),
                 )
                 .filter(OccupancyObservation.observed_at <= at)
                 .group_by(OccupancyObservation.zone_id)
                 .subquery()
             )
+        else:
+            latest_sq = (
+                db.query(
+                    OccupancyObservation.zone_id.label("zone_id"),
+                    func.max(OccupancyObservation.observed_at).label("max_obs"),
+                )
+                .group_by(OccupancyObservation.zone_id)
+                .subquery()
+            )
 
         query = query.join(
             latest_sq,
             (OccupancyObservation.zone_id == latest_sq.c.zone_id)
             & (OccupancyObservation.observed_at == latest_sq.c.max_obs),
         )
-
     # bbox фильтр для view=map — через JOIN с parking_zones
     if bbox and view == "map":
         min_lon, min_lat, max_lon, max_lat = _parse_bbox(bbox)