Update projects in Scientific Domains ecosystem tab

Closes gh-319
Closes gh-313

Author: rgommers

layouts/partials/scientific-domains.html

@@ -54,16 +54,16 @@
         </tr>
         <tr>
             <td class="center-text"><a href="https://qiskit.org">Qiskit</a></td>
-            <td class="center-text"><a href="https://github.com/mwaskom/seaborn">Seaborn</a></td>
-            <td class="center-text"></td>
-            <td class="center-text"></td>
+            <td class="center-text"><a href="https://xarray.pydata.org/en/stable/">Xarray</a></td>
+            <td class="center-text"><a href="https://python-control.org">python-control</a></td>
+            <td class="center-text"><a href="https://mahotas.rtfd.io/">Mahotas</a></td>
             <td class="center-text"><a href="https://igraph.org/python/">igraph</a></td>
             <td class="center-text"><a href="https://github.com/spacepy/spacepy">SpacePy</a></td>
             <td class="center-text"></td>
         </tr>
         <tr>
             <td class="lastrow-center-text"></td>
-            <td class="lastrow-center-text"></td>
+            <td class="center-text"><a href="https://github.com/mwaskom/seaborn">Seaborn</a></td>
             <td class="lastrow-center-text"></td>
             <td class="lastrow-center-text"></td>
             <td class="center-text"><a href="https://pygsp.rtfd.io">PyGSP</a></td>
@@ -78,7 +78,7 @@
             <td class="bold-text">Chemistry</td>
             <td class="bold-text">Geoscience</td>
             <td class="bold-text">Geographic Processing</td>
-            <td class="bold-text">Robotics</td>
+            <td class="bold-text">Architecture & Engineering</td>
         </tr>
         <tr>
             <td><img class="cell-layout" src="images/content_images/sc_dom_img/bioinformatics.svg"
@@ -97,37 +97,37 @@
             <td class="center-text"><a href="https://biopython.org">BioPython</a></td>
             <td class="center-text"><a href="https://pystan.readthedocs.io/en/latest/">PyStan</a></td>
             <td class="center-text"><a href="https://www.scipy.org">SciPy</a></td>
-            <td class="center-text"><a href="https://www.ncbi.nlm.nih.gov/pubmed/16882648">PyChem</a></td>
-            <td class="center-text"><a href="https://www.ncbi.nlm.nih.gov/pubmed/16882648"></a></td>
+            <td class="center-text"><a href="https://cantera.org/">Cantera</a></td>
+            <td class="center-text"><a href="https://pangeo.io/">Pangeo</a></td>
             <td class="center-text"><a href="https://shapely.readthedocs.io">Shapely</a></td>
-            <td class="center-text"><a href="https://jupyter.org/"></a></td>
+            <td class="center-text"><a href="https://compas.dev/">COMPAS</a></td>
         </tr>
         <tr>
             <td class="center-text"><a href="http://scikit-bio.org">Scikit-Bio</a></td>
             <td class="center-text"><a href="https://docs.pymc.io">PyMC3</a></td>
             <td class="center-text"><a href="https://www.sympy.org">SymPy</a></td>
             <td class="center-text"></td>
-            <td class="center-text"></td>
+            <td class="center-text"><a href="https://simpeg.xyz/">Simpeg</a></td>
             <td class="center-text"><a href="https://geopandas.org/">GeoPandas</a></td>
-            <td class="center-text"><a href="https://ipython.org"></a></td>
+            <td class="center-text"><a href="https://cityenergyanalyst.com/">City Energy Analyst</a></td>
         </tr>
         <tr>
             <td class="center-text"><a href="https://github.com/openvax/pyensembl">PyEnsembl</a></td>
-            <td class="center-text"></td>
+            <td class="center-text"><a href="https://arviz-devs.github.io/arviz/">ArviZ</a></td>
             <td class="center-text"><a href="https://github.com/cvxgrp/cvxpy">cvxpy</a></td>
             <td class="center-text"></td>
-            <td class="center-text"></td>
+            <td class="center-text"><a href="https://github.com/obspy/obspy/wiki">ObsPy</a></td>
             <td class="center-text"><a href="https://python-visualization.github.io/folium">Folium</a></td>
-            <td class="center-text"><a href="https://mybinder.org"></a></td>
+            <td class="center-text"><a href="https://nortikin.github.io/sverchok/">Sverchok</a></td>
         </tr>
         <tr>
-            <td class="lastrow-center-text"></td>
-            <td class="lastrow-center-text"></td>
+            <td class="lastrow-center-text"><a href="http://etetoolkit.org/">ETE</a></td>
+            <td class="lastrow-center-text"><a href="https://emcee.readthedocs.io/">emcee</a></td>
             <td class="lastrow-center-text"><a href="https://fenicsproject.org/">FEniCS</a></td>
             <td class="lastrow-center-text"></td>
-            <td class="lastrow-center-text"></td>
+            <td class="lastrow-center-text"><a href="https://www.fatiando.org/">Fatiando a Terra</a></td>
             <td class="lastrow-center-text"></td>
             <td class="lastrow-center-text"></td>
         </tr>
     </table>
-</li>
+</li>