diff --git a/404.html b/404.html
index 2a68e96..665d04f 100644
--- a/404.html
+++ b/404.html
@@ -234,8 +234,8 @@ <h1>Page not found</h1>
   "url": "https://preview.carpentries.org/geospatial-workshop/404.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/404.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index fdc8c0f..e415c91 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -261,7 +261,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://preview.carpentries.org/geospatial-workshop/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index a0da178..9c03d75 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -313,7 +313,7 @@ <h1>Licenses</h1>
   "identifier": "https://preview.carpentries.org/geospatial-workshop/LICENSE.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/data.html b/data.html
index 889f991..1831ea7 100644
--- a/data.html
+++ b/data.html
@@ -354,7 +354,7 @@ <h3 id="about-the-landstat-7-ndvi-raster-data">About the Landstat 7 NDVI Raster
   "identifier": "https://preview.carpentries.org/geospatial-workshop/data.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index f18993f..b60f188 100644
--- a/index.html
+++ b/index.html
@@ -922,8 +922,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
   "url": "https://preview.carpentries.org/geospatial-workshop/index.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/index.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 991031c..361da4e 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -282,8 +282,8 @@ <h4 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i
   "url": "https://preview.carpentries.org/geospatial-workshop/instructor-notes.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor-notes.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index f48d724..fac078a 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -228,8 +228,8 @@ <h1>Page not found</h1>
   "url": "https://preview.carpentries.org/geospatial-workshop/instructor/404.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/404.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index f8cdc60..c80690d 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -257,7 +257,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index c4b9c07..be1bbfa 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -309,7 +309,7 @@ <h1>Licenses</h1>
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/LICENSE.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/data.html b/instructor/data.html
index c469ab7..34d0a5b 100644
--- a/instructor/data.html
+++ b/instructor/data.html
@@ -350,7 +350,7 @@ <h3 id="about-the-landstat-7-ndvi-raster-data">About the Landstat 7 NDVI Raster
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/data.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 912ad76..93a03d7 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -921,8 +921,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
   "url": "https://preview.carpentries.org/geospatial-workshop/instructor/index.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/index.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 34c46fc..971c6b5 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -276,8 +276,8 @@ <h4 id="installation">Installation<a class="anchor" aria-label="anchor" href="#i
   "url": "https://preview.carpentries.org/geospatial-workshop/instructor/instructor-notes.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/instructor-notes.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index b3aedce..0f1036e 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -215,8 +215,8 @@ <h1>Learner Profiles</h1>
   "url": "https://preview.carpentries.org/geospatial-workshop/instructor/profiles.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/profiles.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index f53baa9..aaa3abc 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -250,7 +250,7 @@ <h1>Glossary</h1>
   "identifier": "https://preview.carpentries.org/geospatial-workshop/instructor/reference.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 2add743..7bfa283 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.9
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-05-14T01:19Z
+last_built: 2024-05-21T01:21Z
 
diff --git a/profiles.html b/profiles.html
index 0d8a538..33045fb 100644
--- a/profiles.html
+++ b/profiles.html
@@ -221,8 +221,8 @@ <h1>Learner Profiles</h1>
   "url": "https://preview.carpentries.org/geospatial-workshop/profiles.html",
   "identifier": "https://preview.carpentries.org/geospatial-workshop/profiles.html",
   "dateCreated": "2023-09-18",
-  "dateModified": "2024-05-14",
-  "datePublished": "2024-05-14"
+  "dateModified": "2024-05-21",
+  "datePublished": "2024-05-21"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 288b3e9..9ab1f14 100644
--- a/reference.html
+++ b/reference.html
@@ -254,7 +254,7 @@ <h1>Glossary</h1>
   "identifier": "https://preview.carpentries.org/geospatial-workshop/reference.html",
   "dateCreated": "2023-09-18",
   "dateModified": "2023-09-18",
-  "datePublished": "2024-05-14"
+  "datePublished": "2024-05-21"
 }
 
   </script><script>