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diff --git a/.buildinfo b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: b968afbbe0e4ba061c4f0ec799000919
+config: 483b1904cba7d7c16f76d86dfa22d7fc
 tags: 645f666f9bcd5a90fca523b33c5a78b7
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diff --git a/.doctrees/api/xugrid.RelativeOverlapRegridder.doctree b/.doctrees/api/xugrid.RelativeOverlapRegridder.doctree
diff --git a/.doctrees/api/xugrid.Ugrid1d.assign_edge_coords.doctree b/.doctrees/api/xugrid.Ugrid1d.assign_edge_coords.doctree
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diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.to_crs.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.to_crs.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.to_dataset.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.to_dataset.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.to_geodataframe.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.to_geodataframe.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.to_netcdf.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.to_netcdf.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.to_nonperiodic.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.to_nonperiodic.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.to_periodic.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.to_periodic.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.to_zarr.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.to_zarr.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.topology.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.topology.doctree
diff --git a/.doctrees/api/xugrid.UgridDataArrayAccessor.total_bounds.doctree b/.doctrees/api/xugrid.UgridDataArrayAccessor.total_bounds.doctree
diff --git a/.doctrees/api/xugrid.UgridDataset.doctree b/.doctrees/api/xugrid.UgridDataset.doctree
diff --git a/.doctrees/api/xugrid.UgridDataset.from_geodataframe.doctree b/.doctrees/api/xugrid.UgridDataset.from_geodataframe.doctree
diff --git a/.doctrees/api/xugrid.UgridDataset.ugrid.doctree b/.doctrees/api/xugrid.UgridDataset.ugrid.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.assign_edge_coords.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.assign_edge_coords.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.assign_face_coords.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.assign_face_coords.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.assign_node_coords.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.assign_node_coords.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.bounds.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.bounds.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.crs.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.crs.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.grid.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.grid.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.intersect_line.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.intersect_line.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.intersect_linestring.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.intersect_linestring.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.name.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.name.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.names.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.names.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.partition.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.partition.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.partition_by_label.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.partition_by_label.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.rasterize.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.rasterize.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.rasterize_like.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.rasterize_like.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.reindex_like.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.reindex_like.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.rename.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.rename.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.sel.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.sel.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.sel_points.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.sel_points.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.set_crs.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.set_crs.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.set_node_coords.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.set_node_coords.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.to_crs.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.to_crs.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.to_dataset.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.to_dataset.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.to_geodataframe.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.to_geodataframe.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.to_netcdf.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.to_netcdf.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.to_nonperiodic.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.to_nonperiodic.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.to_periodic.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.to_periodic.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.to_zarr.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.to_zarr.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.topology.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.topology.doctree
diff --git a/.doctrees/api/xugrid.UgridDatasetAccessor.total_bounds.doctree b/.doctrees/api/xugrid.UgridDatasetAccessor.total_bounds.doctree
diff --git a/.doctrees/api/xugrid.UgridRolesAccessor.connectivity.doctree b/.doctrees/api/xugrid.UgridRolesAccessor.connectivity.doctree
diff --git a/.doctrees/api/xugrid.UgridRolesAccessor.coordinates.doctree b/.doctrees/api/xugrid.UgridRolesAccessor.coordinates.doctree
diff --git a/.doctrees/api/xugrid.UgridRolesAccessor.dimensions.doctree b/.doctrees/api/xugrid.UgridRolesAccessor.dimensions.doctree
diff --git a/.doctrees/api/xugrid.UgridRolesAccessor.doctree b/.doctrees/api/xugrid.UgridRolesAccessor.doctree
diff --git a/.doctrees/api/xugrid.UgridRolesAccessor.topology.doctree b/.doctrees/api/xugrid.UgridRolesAccessor.topology.doctree
diff --git a/.doctrees/api/xugrid.burn_vector_geometry.doctree b/.doctrees/api/xugrid.burn_vector_geometry.doctree
diff --git a/.doctrees/api/xugrid.concat.doctree b/.doctrees/api/xugrid.concat.doctree
diff --git a/.doctrees/api/xugrid.full_like.doctree b/.doctrees/api/xugrid.full_like.doctree
diff --git a/.doctrees/api/xugrid.merge.doctree b/.doctrees/api/xugrid.merge.doctree
diff --git a/.doctrees/api/xugrid.merge_partitions.doctree b/.doctrees/api/xugrid.merge_partitions.doctree
diff --git a/.doctrees/api/xugrid.ones_like.doctree b/.doctrees/api/xugrid.ones_like.doctree
diff --git a/.doctrees/api/xugrid.open_dataarray.doctree b/.doctrees/api/xugrid.open_dataarray.doctree
diff --git a/.doctrees/api/xugrid.open_dataset.doctree b/.doctrees/api/xugrid.open_dataset.doctree
diff --git a/.doctrees/api/xugrid.open_mfdataset.doctree b/.doctrees/api/xugrid.open_mfdataset.doctree
diff --git a/.doctrees/api/xugrid.open_zarr.doctree b/.doctrees/api/xugrid.open_zarr.doctree
diff --git a/.doctrees/api/xugrid.plot.contour.doctree b/.doctrees/api/xugrid.plot.contour.doctree
diff --git a/.doctrees/api/xugrid.plot.contourf.doctree b/.doctrees/api/xugrid.plot.contourf.doctree
diff --git a/.doctrees/api/xugrid.plot.imshow.doctree b/.doctrees/api/xugrid.plot.imshow.doctree
diff --git a/.doctrees/api/xugrid.plot.line.doctree b/.doctrees/api/xugrid.plot.line.doctree
diff --git a/.doctrees/api/xugrid.plot.pcolormesh.doctree b/.doctrees/api/xugrid.plot.pcolormesh.doctree
diff --git a/.doctrees/api/xugrid.plot.scatter.doctree b/.doctrees/api/xugrid.plot.scatter.doctree
diff --git a/.doctrees/api/xugrid.plot.surface.doctree b/.doctrees/api/xugrid.plot.surface.doctree
diff --git a/.doctrees/api/xugrid.plot.tripcolor.doctree b/.doctrees/api/xugrid.plot.tripcolor.doctree
diff --git a/.doctrees/api/xugrid.polygonize.doctree b/.doctrees/api/xugrid.polygonize.doctree
diff --git a/.doctrees/api/xugrid.snap_to_grid.doctree b/.doctrees/api/xugrid.snap_to_grid.doctree
diff --git a/.doctrees/api/xugrid.zeros_like.doctree b/.doctrees/api/xugrid.zeros_like.doctree
diff --git a/.doctrees/changelog.doctree b/.doctrees/changelog.doctree
diff --git a/.doctrees/dev_docs.doctree b/.doctrees/dev_docs.doctree
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
diff --git a/.doctrees/examples-dev/index.doctree b/.doctrees/examples-dev/index.doctree
diff --git a/.doctrees/examples-dev/sg_execution_times.doctree b/.doctrees/examples-dev/sg_execution_times.doctree
diff --git a/.doctrees/examples-dev/voronoi.doctree b/.doctrees/examples-dev/voronoi.doctree
diff --git a/.doctrees/examples/connectivity.doctree b/.doctrees/examples/connectivity.doctree
diff --git a/.doctrees/examples/index.doctree b/.doctrees/examples/index.doctree
diff --git a/.doctrees/examples/overlap_regridder.doctree b/.doctrees/examples/overlap_regridder.doctree
diff --git a/.doctrees/examples/partitioning.doctree b/.doctrees/examples/partitioning.doctree
diff --git a/.doctrees/examples/plotting.doctree b/.doctrees/examples/plotting.doctree
diff --git a/.doctrees/examples/quick_overview.doctree b/.doctrees/examples/quick_overview.doctree
diff --git a/.doctrees/examples/regridder_overview.doctree b/.doctrees/examples/regridder_overview.doctree
diff --git a/.doctrees/examples/selection.doctree b/.doctrees/examples/selection.doctree
diff --git a/.doctrees/examples/sg_execution_times.doctree b/.doctrees/examples/sg_execution_times.doctree
diff --git a/.doctrees/examples/vector_conversion.doctree b/.doctrees/examples/vector_conversion.doctree
diff --git a/.doctrees/index.doctree b/.doctrees/index.doctree
diff --git a/.doctrees/sample_data/adh_san_diego.doctree b/.doctrees/sample_data/adh_san_diego.doctree
diff --git a/.doctrees/sample_data/disk.doctree b/.doctrees/sample_data/disk.doctree
diff --git a/.doctrees/sample_data/elevation_nl.doctree b/.doctrees/sample_data/elevation_nl.doctree
diff --git a/.doctrees/sample_data/index.doctree b/.doctrees/sample_data/index.doctree
diff --git a/.doctrees/sample_data/provinces_nl.doctree b/.doctrees/sample_data/provinces_nl.doctree
diff --git a/.doctrees/sample_data/sg_execution_times.doctree b/.doctrees/sample_data/sg_execution_times.doctree
diff --git a/.doctrees/sample_data/xoxo.doctree b/.doctrees/sample_data/xoxo.doctree
diff --git a/.doctrees/terminology.doctree b/.doctrees/terminology.doctree
diff --git a/.doctrees/user_guide.doctree b/.doctrees/user_guide.doctree
diff --git a/_downloads/2113e51a6a17a0230a513258e99cc8d1/overlap_regridder.ipynb b/_downloads/2113e51a6a17a0230a513258e99cc8d1/overlap_regridder.ipynb
@@ -33,7 +33,7 @@
       },
       "outputs": [],
       "source": [
-        "def create_grid(bounds, nx, ny):\n    \"\"\"\n    Create a simple grid of triangles covering a rectangle.\n    \"\"\"\n    import numpy as np\n    from matplotlib.tri import Triangulation\n\n    xmin, ymin, xmax, ymax = bounds\n    dx = (xmax - xmin) / nx\n    dy = (ymax - ymin) / ny\n    x = np.arange(xmin, xmax + dx, dx)\n    y = np.arange(ymin, ymax + dy, dy)\n    y, x = [a.ravel() for a in np.meshgrid(y, x, indexing=\"ij\")]\n    faces = Triangulation(x, y).triangles\n    return xu.Ugrid2d(x, y, -1, faces)\n\n\nuda = xu.data.elevation_nl().ugrid.sel(\n    x=slice(125_000, 225_000), y=slice(440_000, 500_000)\n)\ngrid = create_grid(uda.ugrid.total_bounds, nx=7, ny=6)"
+        "def create_grid(bounds, nx, ny):\n    \"\"\"Create a simple grid of triangles covering a rectangle.\"\"\"\n    import numpy as np\n    from matplotlib.tri import Triangulation\n\n    xmin, ymin, xmax, ymax = bounds\n    dx = (xmax - xmin) / nx\n    dy = (ymax - ymin) / ny\n    x = np.arange(xmin, xmax + dx, dx)\n    y = np.arange(ymin, ymax + dy, dy)\n    y, x = [a.ravel() for a in np.meshgrid(y, x, indexing=\"ij\")]\n    faces = Triangulation(x, y).triangles\n    return xu.Ugrid2d(x, y, -1, faces)\n\n\nuda = xu.data.elevation_nl().ugrid.sel(\n    x=slice(125_000, 225_000), y=slice(440_000, 500_000)\n)\ngrid = create_grid(uda.ugrid.total_bounds, nx=7, ny=6)"
       ]
     },
     {
@@ -161,7 +161,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/3e46f58294b1a2d61e2cf90e3a750fee/adh_san_diego.ipynb b/_downloads/3e46f58294b1a2d61e2cf90e3a750fee/adh_san_diego.ipynb
@@ -35,7 +35,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/4ad07f7d17616fcc30a6591a7aa930e2/regridder_overview.py b/_downloads/4ad07f7d17616fcc30a6591a7aa930e2/regridder_overview.py
@@ -37,9 +37,7 @@
 
 
 def create_grid(bounds, nx, ny):
-    """
-    Create a simple grid of triangles covering a rectangle.
-    """
+    """Create a simple grid of triangles covering a rectangle."""
     import numpy as np
     from matplotlib.tri import Triangulation
 

diff --git a/_downloads/4ef29d5e41f3b42a13ed1782fdafc6d7/partitioning.ipynb b/_downloads/4ef29d5e41f3b42a13ed1782fdafc6d7/partitioning.ipynb
@@ -222,7 +222,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/57be9f22eeecb878a6868437d46d6e74/voronoi.ipynb b/_downloads/57be9f22eeecb878a6868437d46d6e74/voronoi.ipynb
@@ -215,7 +215,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/5dbaaad53870de25937bd80d7ce19c15/elevation_nl.ipynb b/_downloads/5dbaaad53870de25937bd80d7ce19c15/elevation_nl.ipynb
@@ -35,7 +35,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/6672a97162052d8d1deacaf8d183f5e3/provinces_nl.ipynb b/_downloads/6672a97162052d8d1deacaf8d183f5e3/provinces_nl.ipynb
@@ -35,7 +35,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/6b0c084f5a0bb605c9e7dc95a7138aea/connectivity.py b/_downloads/6b0c084f5a0bb605c9e7dc95a7138aea/connectivity.py
@@ -89,7 +89,7 @@
     xr.full_like(ds["face_z"].ugrid.obj, False, dtype=bool),
     ds.grids[0],
 )
-uda.values[0] = True
+uda[0] = True
 uda.ugrid.plot()
 
 # %%

diff --git a/_downloads/6baa1cd17d0c23fb356bb8e98cfaa6f2/connectivity.ipynb b/_downloads/6baa1cd17d0c23fb356bb8e98cfaa6f2/connectivity.ipynb
@@ -51,7 +51,7 @@
       },
       "outputs": [],
       "source": [
-        "uda = xugrid.UgridDataArray(\n    xr.full_like(ds[\"face_z\"].ugrid.obj, False, dtype=bool),\n    ds.grids[0],\n)\nuda.values[0] = True\nuda.ugrid.plot()"
+        "uda = xugrid.UgridDataArray(\n    xr.full_like(ds[\"face_z\"].ugrid.obj, False, dtype=bool),\n    ds.grids[0],\n)\nuda[0] = True\nuda.ugrid.plot()"
       ]
     },
     {
@@ -233,7 +233,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/788edf2a40af07eee1255579c1d10b3f/selection.ipynb b/_downloads/788edf2a40af07eee1255579c1d10b3f/selection.ipynb
@@ -366,7 +366,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/8ad2450aca9817648876edcc0921c230/plotting.ipynb b/_downloads/8ad2450aca9817648876edcc0921c230/plotting.ipynb
@@ -233,7 +233,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/9510c04155266403a85c77c93b648199/overlap_regridder.py b/_downloads/9510c04155266403a85c77c93b648199/overlap_regridder.py
@@ -28,9 +28,7 @@
 
 
 def create_grid(bounds, nx, ny):
-    """
-    Create a simple grid of triangles covering a rectangle.
-    """
+    """Create a simple grid of triangles covering a rectangle."""
     import numpy as np
     from matplotlib.tri import Triangulation
 

diff --git a/_downloads/addf8a4d2e321d90b2350108d90f3c08/disk.ipynb b/_downloads/addf8a4d2e321d90b2350108d90f3c08/disk.ipynb
@@ -35,7 +35,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/be05b5a234b2a85e0ca223679f6e137e/vector_conversion.ipynb b/_downloads/be05b5a234b2a85e0ca223679f6e137e/vector_conversion.ipynb
@@ -294,7 +294,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/e58b48ea6142c07792ef4f969043fbbe/xoxo.ipynb b/_downloads/e58b48ea6142c07792ef4f969043fbbe/xoxo.ipynb
@@ -35,7 +35,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/e6a131fc5b44008f93f1969baa7ab8f2/quick_overview.ipynb b/_downloads/e6a131fc5b44008f93f1969baa7ab8f2/quick_overview.ipynb
@@ -294,7 +294,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_downloads/ebcd3ee1b3bfa7afce3d928b994ed7fc/regridder_overview.ipynb b/_downloads/ebcd3ee1b3bfa7afce3d928b994ed7fc/regridder_overview.ipynb
@@ -51,7 +51,7 @@
       },
       "outputs": [],
       "source": [
-        "def create_grid(bounds, nx, ny):\n    \"\"\"\n    Create a simple grid of triangles covering a rectangle.\n    \"\"\"\n    import numpy as np\n    from matplotlib.tri import Triangulation\n\n    xmin, ymin, xmax, ymax = bounds\n    dx = (xmax - xmin) / nx\n    dy = (ymax - ymin) / ny\n    x = np.arange(xmin, xmax + dx, dx)\n    y = np.arange(ymin, ymax + dy, dy)\n    y, x = [a.ravel() for a in np.meshgrid(y, x, indexing=\"ij\")]\n    faces = Triangulation(x, y).triangles\n    return xu.Ugrid2d(x, y, -1, faces)\n\n\ngrid = create_grid(uda.ugrid.total_bounds, 7, 7)"
+        "def create_grid(bounds, nx, ny):\n    \"\"\"Create a simple grid of triangles covering a rectangle.\"\"\"\n    import numpy as np\n    from matplotlib.tri import Triangulation\n\n    xmin, ymin, xmax, ymax = bounds\n    dx = (xmax - xmin) / nx\n    dy = (ymax - ymin) / ny\n    x = np.arange(xmin, xmax + dx, dx)\n    y = np.arange(ymin, ymax + dy, dy)\n    y, x = [a.ravel() for a in np.meshgrid(y, x, indexing=\"ij\")]\n    faces = Triangulation(x, y).triangles\n    return xu.Ugrid2d(x, y, -1, faces)\n\n\ngrid = create_grid(uda.ugrid.total_bounds, 7, 7)"
       ]
     },
     {
@@ -330,7 +330,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.9.18"
+      "version": "3.11.6"
     }
   },
   "nbformat": 4,

diff --git a/_images/sphx_glr_connectivity_001.png b/_images/sphx_glr_connectivity_001.png
diff --git a/_images/sphx_glr_connectivity_002.png b/_images/sphx_glr_connectivity_002.png
diff --git a/_images/sphx_glr_connectivity_003.png b/_images/sphx_glr_connectivity_003.png
diff --git a/_images/sphx_glr_connectivity_thumb.png b/_images/sphx_glr_connectivity_thumb.png
diff --git a/_images/sphx_glr_disk_001.png b/_images/sphx_glr_disk_001.png
diff --git a/_images/sphx_glr_disk_thumb.png b/_images/sphx_glr_disk_thumb.png
diff --git a/_images/sphx_glr_plotting_001.png b/_images/sphx_glr_plotting_001.png
diff --git a/_images/sphx_glr_plotting_003.png b/_images/sphx_glr_plotting_003.png
diff --git a/_images/sphx_glr_plotting_004.png b/_images/sphx_glr_plotting_004.png
diff --git a/_images/sphx_glr_plotting_005.png b/_images/sphx_glr_plotting_005.png
diff --git a/_images/sphx_glr_plotting_006.png b/_images/sphx_glr_plotting_006.png
diff --git a/_images/sphx_glr_plotting_007.png b/_images/sphx_glr_plotting_007.png
diff --git a/_images/sphx_glr_plotting_008.png b/_images/sphx_glr_plotting_008.png
diff --git a/_images/sphx_glr_plotting_009.png b/_images/sphx_glr_plotting_009.png
diff --git a/_images/sphx_glr_plotting_thumb.png b/_images/sphx_glr_plotting_thumb.png
diff --git a/_images/sphx_glr_quick_overview_002.png b/_images/sphx_glr_quick_overview_002.png
diff --git a/_images/sphx_glr_voronoi_001.png b/_images/sphx_glr_voronoi_001.png
diff --git a/_images/sphx_glr_voronoi_002.png b/_images/sphx_glr_voronoi_002.png
diff --git a/_images/sphx_glr_voronoi_003.png b/_images/sphx_glr_voronoi_003.png
diff --git a/_images/sphx_glr_voronoi_004.png b/_images/sphx_glr_voronoi_004.png
diff --git a/_images/sphx_glr_voronoi_005.png b/_images/sphx_glr_voronoi_005.png
diff --git a/_images/sphx_glr_voronoi_006.png b/_images/sphx_glr_voronoi_006.png
diff --git a/_images/sphx_glr_voronoi_007.png b/_images/sphx_glr_voronoi_007.png
diff --git a/_images/sphx_glr_voronoi_thumb.png b/_images/sphx_glr_voronoi_thumb.png
diff --git a/_modules/xugrid/core/dataarray_accessor.html b/_modules/xugrid/core/dataarray_accessor.html
@@ -557,7 +557,7 @@ <h1>Source code for xugrid.core.dataarray_accessor</h1><div class="highlight"><p
 <a class="viewcode-back" href="../../../api/xugrid.UgridDataArrayAccessor.sel.html#xugrid.UgridDataArrayAccessor.sel">[docs]</a>
     <span class="k">def</span> <span class="nf">sel</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">        Returns a new object, a subselection in the UGRID x and y coordinates.</span>
+<span class="sd">        Return a new object, a subselection in the UGRID x and y coordinates.</span>
 
 <span class="sd">        The indexing for x and y always occurs orthogonally, i.e.:</span>
 <span class="sd">        ``.sel(x=[0.0, 5.0], y=[10.0, 15.0])`` results in a four points. For</span>
@@ -650,8 +650,8 @@ <h1>Source code for xugrid.core.dataarray_accessor</h1><div class="highlight"><p
 <span class="sd">        rasterized: xr.DataArray</span>
 <span class="sd">        &quot;&quot;&quot;</span>
         <span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">index</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="o">.</span><span class="n">rasterize_like</span><span class="p">(</span>
-            <span class="n">x</span><span class="o">=</span><span class="n">other</span><span class="p">[</span><span class="s2">&quot;x&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
-            <span class="n">y</span><span class="o">=</span><span class="n">other</span><span class="p">[</span><span class="s2">&quot;y&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
+            <span class="n">x</span><span class="o">=</span><span class="n">other</span><span class="p">[</span><span class="s2">&quot;x&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">(),</span>
+            <span class="n">y</span><span class="o">=</span><span class="n">other</span><span class="p">[</span><span class="s2">&quot;y&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">(),</span>
         <span class="p">)</span>
         <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">_raster</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">index</span><span class="p">)</span></div>
 
@@ -909,13 +909,13 @@ <h1>Source code for xugrid.core.dataarray_accessor</h1><div class="highlight"><p
         <span class="k">else</span><span class="p">:</span>
             <span class="n">exterior</span> <span class="o">=</span> <span class="kc">None</span>
         <span class="k">if</span> <span class="n">mask</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-            <span class="n">mask</span> <span class="o">=</span> <span class="n">mask</span><span class="o">.</span><span class="n">values</span>
+            <span class="n">mask</span> <span class="o">=</span> <span class="n">mask</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">()</span>
 
         <span class="n">obj</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">obj</span>
         <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">obj</span><span class="p">,</span> <span class="n">xr</span><span class="o">.</span><span class="n">DataArray</span><span class="p">):</span>
             <span class="n">output</span> <span class="o">=</span> <span class="n">connectivity</span><span class="o">.</span><span class="n">_binary_iterate</span><span class="p">(</span>
                 <span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="o">.</span><span class="n">face_face_connectivity</span><span class="p">,</span>
-                <span class="n">obj</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
+                <span class="n">obj</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">(),</span>
                 <span class="n">value</span><span class="p">,</span>
                 <span class="n">iterations</span><span class="p">,</span>
                 <span class="n">mask</span><span class="p">,</span>
@@ -1098,7 +1098,7 @@ <h1>Source code for xugrid.core.dataarray_accessor</h1><div class="highlight"><p
 
         <span class="n">filled</span> <span class="o">=</span> <span class="n">laplace_interpolate</span><span class="p">(</span>
             <span class="n">connectivity</span><span class="o">=</span><span class="n">connectivity</span><span class="p">,</span>
-            <span class="n">data</span><span class="o">=</span><span class="n">da</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
+            <span class="n">data</span><span class="o">=</span><span class="n">da</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">(),</span>
             <span class="n">use_weights</span><span class="o">=</span><span class="n">xy_weights</span><span class="p">,</span>
             <span class="n">direct_solve</span><span class="o">=</span><span class="n">direct_solve</span><span class="p">,</span>
             <span class="n">drop_tol</span><span class="o">=</span><span class="n">drop_tol</span><span class="p">,</span>
@@ -1116,7 +1116,7 @@ <h1>Source code for xugrid.core.dataarray_accessor</h1><div class="highlight"><p
 <a class="viewcode-back" href="../../../api/xugrid.UgridDataArrayAccessor.to_dataset.html#xugrid.UgridDataArrayAccessor.to_dataset">[docs]</a>
     <span class="k">def</span> <span class="nf">to_dataset</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">optional_attributes</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">):</span>
 <span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
-<span class="sd">        Converts this UgridDataArray or UgridDataset into a standard</span>
+<span class="sd">        Convert this UgridDataArray or UgridDataset into a standard</span>
 <span class="sd">        xarray.Dataset.</span>
 
 <span class="sd">        The UGRID topology information is added as standard data variables.</span>