Use rioxarray instead of rasterio for satellite data loading (#993)

Author: brendancol

examples/user_guide/25_GLCM_Texture.ipynb

@@ -27,10 +27,10 @@
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-     "shell.execute_reply": "2026-03-09T15:24:36.960684Z"
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@@ -57,10 +57,10 @@
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-     "shell.execute_reply": "2026-03-09T15:24:37.031655Z"
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@@ -109,10 +109,10 @@
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-     "shell.execute_reply": "2026-03-09T15:24:37.758777Z"
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@@ -145,10 +145,10 @@
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    "outputs": [],
@@ -190,10 +190,10 @@
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-     "shell.execute_reply": "2026-03-09T15:24:38.663308Z"
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    "outputs": [],
@@ -225,10 +225,10 @@
    "id": "keurc3dmugs",
    "metadata": {
     "execution": {
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-     "shell.execute_reply": "2026-03-09T15:24:38.791940Z"
+     "iopub.execute_input": "2026-03-09T15:30:51.921620Z",
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+     "shell.execute_reply": "2026-03-09T15:30:52.044567Z"
     }
    },
    "outputs": [],
@@ -303,8 +303,8 @@
    "cell_type": "code",
    "id": "2hogpjtllw7",
    "source": [
-    "import os, rasterio\n",
-    "from rasterio.windows import Window\n",
+    "import os\n",
+    "import rioxarray\n",
     "\n",
     "os.environ['AWS_NO_SIGN_REQUEST'] = 'YES'\n",
     "os.environ['GDAL_DISABLE_READDIR_ON_OPEN'] = 'EMPTY_DIR'\n",
@@ -316,8 +316,8 @@
     ")\n",
     "\n",
     "try:\n",
-    "    with rasterio.open(COG_URL) as src:\n",
-    "        nir = src.read(1, window=Window(5300, 2100, 500, 500)).astype(np.float64)\n",
+    "    nir_da = rioxarray.open_rasterio(COG_URL).isel(band=0, y=slice(2100, 2600), x=slice(5300, 5800))\n",
+    "    nir = nir_da.load().values.astype(np.float64)\n",
     "    print(f'Downloaded NIR band: {nir.shape}, range {nir.min():.0f}\u2013{nir.max():.0f}')\n",
     "except Exception as exc:\n",
     "    print(f'Remote read failed ({exc}), using synthetic fallback')\n",
@@ -338,10 +338,10 @@
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-     "shell.execute_reply": "2026-03-09T15:24:40.120560Z"
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     }
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    "execution_count": null,
@@ -385,10 +385,10 @@
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-     "shell.execute_reply": "2026-03-09T15:24:45.554227Z"
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    "execution_count": null,
@@ -445,10 +445,10 @@
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@@ -497,10 +497,10 @@
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    "execution_count": null,