Update documentation

_sources/pangeo-showcase.rst.txt

@@ -34,11 +34,11 @@ Winter/Spring 2024 Showcase
      - Martin Durant
      - `What's next for Kerchunk <https://discourse.pangeo.io/t/whats-next-for-kerchunk/4005>`_
    * - 2024-02-21 12PM EST
-     - Andrew Bennett and Nicoleta Cristea
-     - GeoSMART
+     - Andrew Bennett 
+     - `Advancing Machine Learning with Open Source Software: A Case Study in Global Climate Projections of Snow <https://discourse.pangeo.io/t/pangeo-showcase-advancing-machine-learning-education-with-open-software-and-data-a-case-study-in-global-climate-projections-of-snow/4041>`_
    * - 2024-02-28 4PM EST
      - Nihanth Cherukuru
-     - VAPOR Python API - A 3D data visualization Python package for Earth Science datasets
+     - `VAPOR Python: A 3D data visualization Python API for Earth Science datasets <https://discourse.pangeo.io/t/pangeo-showcase-vapor-python-a-3d-data-visualization-python-api-for-earth-science-datasets/4048>`_
    * - 2024-03-06 12PM EST
      - Tim Hodson
      - Pangeo Forge in the HyTEST Program

data.html

@@ -350,7 +350,7 @@ <h3>Google Cloud Storage Data Catalog<a class="headerlink" href="#google-cloud-s
 <ol class="arabic">
 <li><p><strong>Open your Entire Dataset in Xarray</strong>.</p>
 <p>Xarray is designed to
-load many netCDF files into a single <a class="reference external" href="https://docs.xarray.dev/en/latest/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2024.1.2.dev309)"><code class="xref py py-class docutils literal notranslate"><span class="pre">xarray.Dataset</span></code></a> object.
+load many netCDF files into a single <a class="reference external" href="https://docs.xarray.dev/en/latest/generated/xarray.Dataset.html#xarray.Dataset" title="(in xarray v2024.2.1.dev1)"><code class="xref py py-class docutils literal notranslate"><span class="pre">xarray.Dataset</span></code></a> object.
 The easiest way to accomplish this is using the <code class="xref py py-meth docutils literal notranslate"><span class="pre">xarray.open_mfdataset()</span></code>
 function. Suppose you have a directory full of netCDF files that comprise
 a single dataset stored in the directory <code class="docutils literal notranslate"><span class="pre">/path/to/mydataset</span></code>. If the files

pangeo-showcase.html

@@ -269,12 +269,12 @@ <h2>Winter/Spring 2024 Showcase<a class="headerlink" href="#winter-spring-2024-s
 <td><p><a class="reference external" href="https://discourse.pangeo.io/t/whats-next-for-kerchunk/4005">What’s next for Kerchunk</a></p></td>
 </tr>
 <tr class="row-even"><td><p>2024-02-21 12PM EST</p></td>
-<td><p>Andrew Bennett and Nicoleta Cristea</p></td>
-<td><p>GeoSMART</p></td>
+<td><p>Andrew Bennett</p></td>
+<td><p><a class="reference external" href="https://discourse.pangeo.io/t/pangeo-showcase-advancing-machine-learning-education-with-open-software-and-data-a-case-study-in-global-climate-projections-of-snow/4041">Advancing Machine Learning with Open Source Software: A Case Study in Global Climate Projections of Snow</a></p></td>
 </tr>
 <tr class="row-odd"><td><p>2024-02-28 4PM EST</p></td>
 <td><p>Nihanth Cherukuru</p></td>
-<td><p>VAPOR Python API - A 3D data visualization Python package for Earth Science datasets</p></td>
+<td><p><a class="reference external" href="https://discourse.pangeo.io/t/pangeo-showcase-vapor-python-a-3d-data-visualization-python-api-for-earth-science-datasets/4048">VAPOR Python: A 3D data visualization Python API for Earth Science datasets</a></p></td>
 </tr>
 <tr class="row-even"><td><p>2024-03-06 12PM EST</p></td>
 <td><p>Tim Hodson</p></td>