removed band_data

CSHS-CWRA · May 7, 2024 · 4287425 · 4287425
1 parent ecd1a65
commit 4287425
Showing 1 changed file with 9 additions and 13 deletions.
diff --git a/docs/notebooks/02_Extract_geographical_watershed_properties.ipynb b/docs/notebooks/02_Extract_geographical_watershed_properties.ipynb
@@ -182,7 +182,7 @@
    "source": [
     "features, statistics, raster = stats_resp.get(asobj=True)\n",
     "grid = raster[0]\n",
-    "grid.band_data.plot()"
+    "grid.plot()"
    ]
   },
   {
@@ -226,7 +226,7 @@
    },
    "outputs": [],
    "source": [
-    "unique, counts = np.unique(grid.band_data, return_counts=True)\n",
+    "unique, counts = np.unique(grid, return_counts=True)\n",
     "print(\"The land-use categories available are: \" + str(unique))\n",
     "print(\"The number of occurrences of each land-use category is: \" + str(counts))\n",
     "\n",
@@ -245,8 +245,8 @@
     "plt.ylabel(\"Number of pixels\")\n",
     "plt.show()\n",
     "\n",
-    "grid.band_data.where(grid.band_data != 127).sel(band=1).plot.imshow(cmap=\"tab20\")\n",
-    "grid.band_data.name = \"Land-use categories\"\n",
+    "grid.where(grid != 127).sel(band=1).plot.imshow(cmap=\"tab20\")\n",
+    "grid.name = \"Land-use categories\"\n",
     "plt.show()"
    ]
   },
@@ -301,10 +301,8 @@
     ")\n",
     "\n",
     "ax = plt.subplot(projection=crs)\n",
-    "grid.band_data.name = \"Land-use categories\"\n",
-    "grid.band_data.where(grid.band_data != 127).sel(band=1).plot.imshow(\n",
-    "    ax=ax, transform=crs, cmap=\"tab20\"\n",
-    ")\n",
+    "grid.name = \"Land-use categories\"\n",
+    "grid.where(grid != 127).sel(band=1).plot.imshow(ax=ax, transform=crs, cmap=\"tab20\")\n",
     "plt.show()"
    ]
   },
@@ -364,12 +362,10 @@
     "    central_latitude=49, central_longitude=-95, standard_parallels=(49, 77)\n",
     ")\n",
     "\n",
-    "dem.band_data.name = \"Elevation\"\n",
-    "dem.band_data.attrs[\"units\"] = \"m\"\n",
+    "dem.name = \"Elevation\"\n",
+    "dem.attrs[\"units\"] = \"m\"\n",
     "ax = plt.subplot(projection=crs)\n",
-    "dem.band_data.where(dem.band_data != -32768).sel(band=1).plot.imshow(\n",
-    "    ax=ax, transform=crs, cmap=\"gnuplot\"\n",
-    ")\n",
+    "dem.where(dem != -32768).sel(band=1).plot.imshow(ax=ax, transform=crs, cmap=\"gnuplot\")\n",
     "plt.show()"
    ]
   },