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diff --git a/_preview/23/README.html b/_preview/23/README.html
@@ -392,6 +392,12 @@
 <li class="toctree-l1"><a class="reference internal" href="notebooks/03-plotting-with-uxarray/geo.html">Geographic Projections &amp; Features</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/03-plotting-with-uxarray/customization.html">Customization &amp; Interactivity</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/03-plotting-with-uxarray/high-res.html">Visualizing High-Resolution Grids</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Visualization Recipes</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="notebooks/04-recipes/mpas-ocean.html">MPAS Ocean</a></li>
+<li class="toctree-l1"><a class="reference internal" href="notebooks/04-recipes/mpas-atmo.html">MPAS Atmosphere</a></li>
+<li class="toctree-l1"><a class="reference internal" href="notebooks/04-recipes/e3sm.html">E3SM Radiative Feedback Analysis</a></li>
 </ul>
 
     </div>

diff --git a/...23/_images/121162e89c0b43876751203d190d07f6443a32ecf5d80fdacfba4d4941304d66.png b/...23/_images/121162e89c0b43876751203d190d07f6443a32ecf5d80fdacfba4d4941304d66.png
diff --git a/...23/_images/6184d87272602acc6de30694dd5804a5dbcb7f4c4004b247f3c8f0a36466ebb5.png b/...23/_images/6184d87272602acc6de30694dd5804a5dbcb7f4c4004b247f3c8f0a36466ebb5.png
diff --git a/...23/_images/8dbd19d40df0cf8e2fcdb9b29ba8bea62a503c178a13357fbaa442e49910b0af.png b/...23/_images/8dbd19d40df0cf8e2fcdb9b29ba8bea62a503c178a13357fbaa442e49910b0af.png
diff --git a/...23/_images/a6eb75a64a5fedbbc395ee81fe897060c953c897d26cde0680b80913f441352c.png b/...23/_images/a6eb75a64a5fedbbc395ee81fe897060c953c897d26cde0680b80913f441352c.png
diff --git a/_preview/23/_sources/notebooks/03-plotting-with-uxarray/grid-viz.ipynb b/_preview/23/_sources/notebooks/03-plotting-with-uxarray/grid-viz.ipynb
@@ -35,9 +35,9 @@
     "\n",
     "Unstructured grids play a vital role in scientific computing and numerical simulations. UXarray's `Grid` data structure provides a robust foundation for working with these grids by managing essential variables like coordinates and connectivity information. Before conducting complex data analysis or running simulations, it's often crucial to visualize and verify the grid geometry.\n",
     "\n",
-    "This visualization capability serves multiple purposes: it helps users understand the mesh topology, identify potential issues in grid generation, and verify boundary conditions. For example, when preparing to run a dynamical core simulation, scientists often examine the computational grid to ensure it meets their requirements for spatial resolution and element quality.\n",
+    "This visualization capability serves multiple purposes: It helps users understand the mesh topology, identify potential issues in grid generation, and verify boundary conditions. For example, when preparing to run a dynamical core simulation, scientists often examine the computational grid to ensure it meets their requirements for spatial resolution and element quality.\n",
     "\n",
-    "To demonstrate these visualization techniques, we'll work with a straightforward example: an unstructured grid consisting of four hexagonal elements. "
+    "To demonstrate these visualization techniques, we'll work with a straightforward example: An unstructured grid consisting of four hexagonal elements. "
    ],
    "id": "4037d881fcda3720"
   },
@@ -88,7 +88,7 @@
    "source": [
     "## Visualizing Edges\n",
     "\n",
-    "Edge visualization is a fundamental technique for understanding unstructured grid topology. By plotting the edges between grid elements, we can examine the mesh structure, verify connectivity patterns, and assess the overall grid quality. The edge representation provides an intuitive view of how elements are arranged and connected.\n"
+    "Edge visualization is a fundamental technique for understanding the unstructured grid topology. By plotting the edges between grid elements, we can examine the mesh structure, verify connectivity patterns, and assess the overall grid quality. The edge representation provides an intuitive view of how elements are arranged and connected.\n"
    ],
    "id": "c7a07184bc48fa47"
   },

diff --git a/..._sources/notebooks/04-recipies/e3sm.ipynb → .../_sources/notebooks/04-recipes/e3sm.ipynb b/..._sources/notebooks/04-recipies/e3sm.ipynb → .../_sources/notebooks/04-recipes/e3sm.ipynb
diff --git a/...ces/notebooks/04-recipies/mpas-atmo.ipynb → ...rces/notebooks/04-recipes/mpas-atmo.ipynb b/...ces/notebooks/04-recipies/mpas-atmo.ipynb → ...rces/notebooks/04-recipes/mpas-atmo.ipynb
diff --git a/...es/notebooks/04-recipies/mpas-ocean.ipynb → ...ces/notebooks/04-recipes/mpas-ocean.ipynb b/...es/notebooks/04-recipies/mpas-ocean.ipynb → ...ces/notebooks/04-recipes/mpas-ocean.ipynb
diff --git a/...notebooks/04-recipies/mpas-regional.ipynb → .../notebooks/04-recipes/mpas-regional.ipynb b/...notebooks/04-recipies/mpas-regional.ipynb → .../notebooks/04-recipes/mpas-regional.ipynb
diff --git a/_preview/23/genindex.html b/_preview/23/genindex.html
@@ -386,6 +386,12 @@
 <li class="toctree-l1"><a class="reference internal" href="notebooks/03-plotting-with-uxarray/geo.html">Geographic Projections &amp; Features</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/03-plotting-with-uxarray/customization.html">Customization &amp; Interactivity</a></li>
 <li class="toctree-l1"><a class="reference internal" href="notebooks/03-plotting-with-uxarray/high-res.html">Visualizing High-Resolution Grids</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Visualization Recipes</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="notebooks/04-recipes/mpas-ocean.html">MPAS Ocean</a></li>
+<li class="toctree-l1"><a class="reference internal" href="notebooks/04-recipes/mpas-atmo.html">MPAS Atmosphere</a></li>
+<li class="toctree-l1"><a class="reference internal" href="notebooks/04-recipes/e3sm.html">E3SM Radiative Feedback Analysis</a></li>
 </ul>
 
     </div>

diff --git a/_preview/23/meshfiles/catalog.html b/_preview/23/meshfiles/catalog.html
@@ -391,6 +391,12 @@
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/03-plotting-with-uxarray/geo.html">Geographic Projections &amp; Features</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/03-plotting-with-uxarray/customization.html">Customization &amp; Interactivity</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../notebooks/03-plotting-with-uxarray/high-res.html">Visualizing High-Resolution Grids</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Visualization Recipes</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../notebooks/04-recipes/mpas-ocean.html">MPAS Ocean</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../notebooks/04-recipes/mpas-atmo.html">MPAS Atmosphere</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../notebooks/04-recipes/e3sm.html">E3SM Radiative Feedback Analysis</a></li>
 </ul>
 
     </div>

diff --git a/_preview/23/notebooks/01-foundations/plotting-libs.html b/_preview/23/notebooks/01-foundations/plotting-libs.html
@@ -391,6 +391,12 @@
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/geo.html">Geographic Projections &amp; Features</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/customization.html">Customization &amp; Interactivity</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/high-res.html">Visualizing High-Resolution Grids</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Visualization Recipes</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/mpas-ocean.html">MPAS Ocean</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/mpas-atmo.html">MPAS Atmosphere</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/e3sm.html">E3SM Radiative Feedback Analysis</a></li>
 </ul>
 
     </div>

diff --git a/_preview/23/notebooks/01-foundations/rendering-techniques.html b/_preview/23/notebooks/01-foundations/rendering-techniques.html
@@ -391,6 +391,12 @@
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/geo.html">Geographic Projections &amp; Features</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/customization.html">Customization &amp; Interactivity</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/high-res.html">Visualizing High-Resolution Grids</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Visualization Recipes</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/mpas-ocean.html">MPAS Ocean</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/mpas-atmo.html">MPAS Atmosphere</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/e3sm.html">E3SM Radiative Feedback Analysis</a></li>
 </ul>
 
     </div>

diff --git a/_preview/23/notebooks/01-foundations/unstructured-grids.html b/_preview/23/notebooks/01-foundations/unstructured-grids.html
@@ -391,6 +391,12 @@
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/geo.html">Geographic Projections &amp; Features</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/customization.html">Customization &amp; Interactivity</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../03-plotting-with-uxarray/high-res.html">Visualizing High-Resolution Grids</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Visualization Recipes</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/mpas-ocean.html">MPAS Ocean</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/mpas-atmo.html">MPAS Atmosphere</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../04-recipes/e3sm.html">E3SM Radiative Feedback Analysis</a></li>
 </ul>
 
     </div>
@@ -560,7 +566,7 @@ <h4>Sample Xarray Code to Generate a Basic Structured Grid<a class="headerlink"
   warnings.warn(f&#39;Downloading: {url}&#39;, DownloadWarning)
 </pre></div>
 </div>
-<img alt="../../_images/a6eb75a64a5fedbbc395ee81fe897060c953c897d26cde0680b80913f441352c.png" src="../../_images/a6eb75a64a5fedbbc395ee81fe897060c953c897d26cde0680b80913f441352c.png" />
+<img alt="../../_images/121162e89c0b43876751203d190d07f6443a32ecf5d80fdacfba4d4941304d66.png" src="../../_images/121162e89c0b43876751203d190d07f6443a32ecf5d80fdacfba4d4941304d66.png" />
 </div>
 </div>
 </section>