diff --git a/.doctrees/contribute/contributors.doctree b/.doctrees/contribute/contributors.doctree
index f4a563c..9eaec6a 100644
Binary files a/.doctrees/contribute/contributors.doctree and b/.doctrees/contribute/contributors.doctree differ
diff --git a/.doctrees/environment.pickle b/.doctrees/environment.pickle
index f8397f3..b5ac0d1 100644
Binary files a/.doctrees/environment.pickle and b/.doctrees/environment.pickle differ
diff --git a/.doctrees/index.doctree b/.doctrees/index.doctree
index 68f1e72..43adc43 100644
Binary files a/.doctrees/index.doctree and b/.doctrees/index.doctree differ
diff --git a/_sources/contribute/contributors.md.txt b/_sources/contribute/contributors.md.txt
index bce8627..8002913 100644
--- a/_sources/contribute/contributors.md.txt
+++ b/_sources/contribute/contributors.md.txt
@@ -42,7 +42,7 @@ Please also note that people have also anonymously contributed ideas and resourc
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/kateliddell"><img src="https://avatars.githubusercontent.com/u/52200743?v=4?s=100" width="100px;" alt="kateliddell"/><br /><sub><b>kateliddell</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=kateliddell" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dylan246456"><img src="https://avatars.githubusercontent.com/u/108466203?v=4?s=100" width="100px;" alt="Dylan246456"/><br /><sub><b>Dylan246456</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=Dylan246456" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/stefgrs"><img src="https://avatars.githubusercontent.com/u/16223692?v=4?s=100" width="100px;" alt="stefgrs"/><br /><sub><b>stefgrs</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=stefgrs" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aharrietrs" title="Bug reports">🐛</a></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/PeopleByNumbers"><img src="https://avatars.githubusercontent.com/u/108466233?v=4?s=100" width="100px;" alt="Joanne Parkes"/><br /><sub><b>Joanne Parkes</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PeopleByNumbers" title="Documentation">📖</a></td>
diff --git a/_sources/index.md.txt b/_sources/index.md.txt
index 5978b4a..a88c3cf 100644
--- a/_sources/index.md.txt
+++ b/_sources/index.md.txt
@@ -60,7 +60,7 @@ Our brilliant contributors are listed here, and you can [read more detail about
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/kateliddell"><img src="https://avatars.githubusercontent.com/u/52200743?v=4?s=100" width="100px;" alt="kateliddell"/><br /><sub><b>kateliddell</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=kateliddell" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dylan246456"><img src="https://avatars.githubusercontent.com/u/108466203?v=4?s=100" width="100px;" alt="Dylan246456"/><br /><sub><b>Dylan246456</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=Dylan246456" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/stefgrs"><img src="https://avatars.githubusercontent.com/u/16223692?v=4?s=100" width="100px;" alt="stefgrs"/><br /><sub><b>stefgrs</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=stefgrs" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aharrietrs" title="Bug reports">🐛</a></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/PeopleByNumbers"><img src="https://avatars.githubusercontent.com/u/108466233?v=4?s=100" width="100px;" alt="Joanne Parkes"/><br /><sub><b>Joanne Parkes</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PeopleByNumbers" title="Documentation">📖</a></td>
diff --git a/contribute/contributors.html b/contribute/contributors.html
index 9122c25..b8b3e8c 100644
--- a/contribute/contributors.html
+++ b/contribute/contributors.html
@@ -474,7 +474,7 @@ <h1>Record of contributions<a class="headerlink" href="#record-of-contributions"
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/kateliddell"><img src="https://avatars.githubusercontent.com/u/52200743?v=4?s=100" width="100px;" alt="kateliddell"/><br /><sub><b>kateliddell</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=kateliddell" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dylan246456"><img src="https://avatars.githubusercontent.com/u/108466203?v=4?s=100" width="100px;" alt="Dylan246456"/><br /><sub><b>Dylan246456</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=Dylan246456" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/stefgrs"><img src="https://avatars.githubusercontent.com/u/16223692?v=4?s=100" width="100px;" alt="stefgrs"/><br /><sub><b>stefgrs</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=stefgrs" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aharrietrs" title="Bug reports">🐛</a></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/PeopleByNumbers"><img src="https://avatars.githubusercontent.com/u/108466233?v=4?s=100" width="100px;" alt="Joanne Parkes"/><br /><sub><b>Joanne Parkes</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PeopleByNumbers" title="Documentation">📖</a></td>
diff --git a/index.html b/index.html
index ea5fd6f..38e8cf4 100644
--- a/index.html
+++ b/index.html
@@ -447,7 +447,7 @@ <h2>Contributors<a class="headerlink" href="#contributors" title="Link to this h
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/kateliddell"><img src="https://avatars.githubusercontent.com/u/52200743?v=4?s=100" width="100px;" alt="kateliddell"/><br /><sub><b>kateliddell</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=kateliddell" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/Dylan246456"><img src="https://avatars.githubusercontent.com/u/108466203?v=4?s=100" width="100px;" alt="Dylan246456"/><br /><sub><b>Dylan246456</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=Dylan246456" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/stefgrs"><img src="https://avatars.githubusercontent.com/u/16223692?v=4?s=100" width="100px;" alt="stefgrs"/><br /><sub><b>stefgrs</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=stefgrs" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/harrietrs"><img src="https://avatars.githubusercontent.com/u/28767009?v=4?s=100" width="100px;" alt="Harriet Sands"/><br /><sub><b>Harriet Sands</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=harrietrs" title="Documentation">📖</a> <a href="https://github.com/very-good-science/data-hazards/issues?q=author%3Aharrietrs" title="Bug reports">🐛</a></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/PeopleByNumbers"><img src="https://avatars.githubusercontent.com/u/108466233?v=4?s=100" width="100px;" alt="Joanne Parkes"/><br /><sub><b>Joanne Parkes</b></sub></a><br /><a href="https://github.com/very-good-science/data-hazards/commits?author=PeopleByNumbers" title="Documentation">📖</a></td>