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developmentseed · Dec 3, 2024 · cfe2784 · cfe2784
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diff --git a/_images/fd3d9ed4786e60ce6be47e6d656261d2ee72180de87c88d12d9a65f94c323568.png b/_images/fd3d9ed4786e60ce6be47e6d656261d2ee72180de87c88d12d9a65f94c323568.png
diff --git a/_sources/docs/04_vector_processing.ipynb b/_sources/docs/04_vector_processing.ipynb
@@ -49,22 +49,13 @@
         "\n",
         "    !pip install uv\n",
         "    !uv pip install --system \\\n",
-        "        \"adlfs>=2024.7.0\" \\\n",
-        "        \"dask>=2024.11.2\" \\\n",
         "        \"fsspec>=2024.10.0\" \\\n",
         "        \"geopandas>=1.0.1\" \\\n",
-        "        \"lonboard>=0.10.3\" \\\n",
         "        \"matplotlib>=3.9.2\" \\\n",
-        "        \"planetary-computer>=1.0.0\" \\\n",
         "        \"pyarrow>=18.0.0\" \\\n",
-        "        \"pystac-client>=0.8.5\" \\\n",
-        "        \"xarray>=2024.11.0\" \\\n",
-        "        \"zarr>=2.18.3\" \\\n",
-        "        \"odc-stac>=0.3.10\" \\\n",
-        "        \"rasterio>=1.4.2\" \\\n",
-        "        \"rioxarray>=0.18.1\" \\\n",
-        "        \"rasterstats>=0.20.0\" \\\n",
-        "        \"numpy>=2.1.3\"\n",
+        "        \"numpy>=2.1.3\" \\\n",
+        "        \"folium\" \\\n",
+        "        \"mapclassify\"\n",
         "\n",
         "    data_dir = Path(\"/content/drive/MyDrive/ingarss_workshop_2024\")\n",
         "\n",
@@ -89,6 +80,15 @@
         "Geospatial data is often available from specific GIS file formats or data stores, like ESRI shapefiles, GeoJSON files, geopackage files, PostGIS (PostgreSQL) database, ..."
       ]
     },
+    {
+      "cell_type": "code",
+      "execution_count": 1,
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "import geopandas as gpd"
+      ]
+    },
     {
       "cell_type": "code",
       "execution_count": null,
@@ -97,7 +97,7 @@
       },
       "outputs": [],
       "source": [
-        "state = geopandas.read_file(f\"{data_dir}/karnataka_district/KA_subdistrict.shp\")"
+        "state = gpd.read_file(f\"{data_dir}/karnataka_district/KA_subdistrict.shp\")"
       ]
     },
     {
@@ -575,7 +575,7 @@
       },
       "outputs": [],
       "source": [
-        "geopandas.GeoSeries([bagalkot_centroid, dharwad_centroid, line]).plot(cmap='tab10')"
+        "gpd.GeoSeries([bagalkot_centroid, dharwad_centroid, line]).plot(cmap='tab10')"
       ]
     },
     {