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diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
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/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/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/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/sg_execution_times.doctree b/.doctrees/sg_execution_times.doctree
diff --git a/_modules/xugrid/ugrid/partitioning.html b/_modules/xugrid/ugrid/partitioning.html
@@ -481,6 +481,7 @@ <h1>Source code for xugrid.ugrid.partitioning</h1><div class="highlight"><pre>
     <span class="n">_</span><span class="p">,</span> <span class="n">index</span><span class="p">,</span> <span class="n">inverse</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span>
         <span class="n">node_xy</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">return_index</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">return_inverse</span><span class="o">=</span><span class="kc">True</span>
     <span class="p">)</span>
+    <span class="n">inverse</span> <span class="o">=</span> <span class="n">inverse</span><span class="o">.</span><span class="n">ravel</span><span class="p">()</span>
     <span class="c1"># We want to maintain order, so create an inverse index to the new numbers.</span>
     <span class="n">inverse</span> <span class="o">=</span> <span class="n">renumber</span><span class="p">(</span><span class="n">index</span><span class="p">)[</span><span class="n">inverse</span><span class="p">]</span>
     <span class="c1"># Maintain order.</span>

diff --git a/_modules/xugrid/ugrid/ugrid2d.html b/_modules/xugrid/ugrid/ugrid2d.html
@@ -2050,6 +2050,7 @@ <h1>Source code for xugrid.ugrid.ugrid2d</h1><div class="highlight"><pre>
         <span class="n">_</span><span class="p">,</span> <span class="n">node_index</span><span class="p">,</span> <span class="n">inverse</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span>
             <span class="n">coordinates</span><span class="p">,</span> <span class="n">return_index</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">return_inverse</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span>
         <span class="p">)</span>
+        <span class="n">inverse</span> <span class="o">=</span> <span class="n">inverse</span><span class="o">.</span><span class="n">ravel</span><span class="p">()</span>
         <span class="c1"># Create a mapping of the inverse index to the new node index.</span>
         <span class="n">new_index</span> <span class="o">=</span> <span class="n">connectivity</span><span class="o">.</span><span class="n">renumber</span><span class="p">(</span><span class="n">node_index</span><span class="p">)</span>
         <span class="n">new_faces</span> <span class="o">=</span> <span class="n">new_index</span><span class="p">[</span><span class="n">inverse</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">face_node_connectivity</span><span class="p">]]</span>

diff --git a/_sources/examples-dev/sg_execution_times.rst.txt b/_sources/examples-dev/sg_execution_times.rst.txt
@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:01.163** total execution time for 1 file **from examples-dev**:
+**00:01.107** total execution time for 1 file **from examples-dev**:
 
 .. container::
 
@@ -33,5 +33,5 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_examples-dev_voronoi.py` (``voronoi.py``)
-     - 00:01.163
+     - 00:01.107
      - 0.0
diff --git a/_sources/examples-dev/voronoi.rst.txt b/_sources/examples-dev/voronoi.rst.txt
@@ -630,7 +630,7 @@ The figure shows:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.163 seconds)
+   **Total running time of the script:** (0 minutes 1.107 seconds)
 
 
 .. _sphx_glr_download_examples-dev_voronoi.py:

diff --git a/_sources/examples/connectivity.rst.txt b/_sources/examples/connectivity.rst.txt
@@ -129,7 +129,7 @@ By default, the border value for binary erosion is set to ``False`` (equal to
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd2886100e0>
+    <matplotlib.collections.PolyCollection object at 0x7f41d33af200>
 
 
 
@@ -165,7 +165,7 @@ start by setting a single value in the center of the grid to ``True``.
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd290738590>
+    <matplotlib.collections.PolyCollection object at 0x7f41dc0f8830>
 
 
 
@@ -200,7 +200,7 @@ alternative border value:
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd2913cdc40>
+    <matplotlib.collections.PolyCollection object at 0x7f41dcc4c710>
 
 
 
@@ -238,7 +238,7 @@ analyse connected parts of the mesh.
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd28684bd70>
+    <matplotlib.collections.PolyCollection object at 0x7f41dc0c9760>
 
 
 
@@ -272,7 +272,7 @@ Tesselation.
  .. code-block:: none
 
 
-    <matplotlib.collections.LineCollection object at 0x7fd2913bcf20>
+    <matplotlib.collections.LineCollection object at 0x7f41d3ea08f0>
 
 
 
@@ -316,7 +316,7 @@ the original.
  .. code-block:: none
 
 
-    <matplotlib.collections.LineCollection object at 0x7fd29162ff20>
+    <matplotlib.collections.LineCollection object at 0x7f41d3e26e70>
 
 
 
@@ -355,7 +355,7 @@ We can break down one of the Voronoi tesselations from above into triangles:
  .. code-block:: none
 
 
-    <matplotlib.collections.LineCollection object at 0x7fd2868a4230>
+    <matplotlib.collections.LineCollection object at 0x7f41d2b01a00>
 
 
 
@@ -409,7 +409,7 @@ the upper and lower parts:
  .. code-block:: none
 
 
-    <matplotlib.collections.LineCollection object at 0x7fd286b573b0>
+    <matplotlib.collections.LineCollection object at 0x7f41dc098c20>
 
 
 
@@ -439,7 +439,7 @@ We can now use Laplace interpolation to fill the gaps in the grid.
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd286a57a10>
+    <matplotlib.collections.PolyCollection object at 0x7f41d31f7d70>
 
 
 
@@ -477,7 +477,7 @@ interpolation.
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd286a57ad0>
+    <matplotlib.collections.PolyCollection object at 0x7f41d2769490>
 
 
 
@@ -518,7 +518,7 @@ To illustrate, let's take a look at the connectivity matrix of the Xoxo grid.
  .. code-block:: none
 
 
-    <matplotlib.image.AxesImage object at 0x7fd2875a6390>
+    <matplotlib.image.AxesImage object at 0x7f41d330f0b0>
 
 
 
@@ -554,14 +554,14 @@ locality:
  .. code-block:: none
 
 
-    <matplotlib.image.AxesImage object at 0x7fd2876447a0>
+    <matplotlib.image.AxesImage object at 0x7f41d2c4aa50>
 
 
 
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 1.379 seconds)
+   **Total running time of the script:** (0 minutes 1.341 seconds)
 
 
 .. _sphx_glr_download_examples_connectivity.py:

diff --git a/_sources/examples/overlap_regridder.rst.txt b/_sources/examples/overlap_regridder.rst.txt
@@ -112,7 +112,7 @@ some bathymetry) of the Netherlands, and a coarser target grid.
  .. code-block:: none
 
 
-    <matplotlib.collections.LineCollection object at 0x7fd287850980>
+    <matplotlib.collections.LineCollection object at 0x7f41d29d7440>
 
 
 
@@ -202,7 +202,7 @@ conservative methods, such as conductance:
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd288664bf0>
+    <matplotlib.collections.PolyCollection object at 0x7f41d29d16a0>
 
 
 
@@ -280,7 +280,7 @@ To use our custom method, we provide at initialization of the OverlapRegridder:
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd2913ff8f0>
+    <matplotlib.collections.PolyCollection object at 0x7f41d1f460f0>
 
 
 
@@ -320,7 +320,7 @@ function can deal with NaN values! -- hence ``nanpercentile`` rather than
  .. code-block:: none
 
 
-    <matplotlib.collections.PolyCollection object at 0x7fd2874e3d70>
+    <matplotlib.collections.PolyCollection object at 0x7f41dc0204d0>
 
 
 
@@ -331,7 +331,7 @@ function can deal with NaN values! -- hence ``nanpercentile`` rather than
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.045 seconds)
+   **Total running time of the script:** (0 minutes 3.893 seconds)
 
 
 .. _sphx_glr_download_examples_overlap_regridder.py: