From 855a86ea2f9e88614333848656e88fd7b98acf51 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 21 Jan 2025 01:08:16 +0000
Subject: [PATCH] site deploy

Auto-generated via `{sandpaper}`
Source  : a3471f895ca5576b589d9facd45c088ece9e8ed5
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2025-01-15 10:06:15 +0000
Message : markdown source builds

Auto-generated via `{sandpaper}`
Source  : 856842c8b53452d1cb7c59fb3712c474107783fe
Branch  : main
Author  : Francesco Nattino <49899980+fnattino@users.noreply.github.com>
Time    : 2025-01-15 10:04:34 +0000
Message : Merge pull request #128 from esciencecenter-digital-skills/fix-build-and-deploy

Fix issue with build and deploy
---
 01-intro-raster-data.html                       |  4 ++--
 02-intro-vector-data.html                       |  4 ++--
 03-crs.html                                     |  4 ++--
 04-geo-landscape.html                           |  4 ++--
 05-access-data.html                             |  4 ++--
 06-raster-intro.html                            |  4 ++--
 07-vector-data-in-python.html                   |  6 +++---
 08-crop-raster-data.html                        |  4 ++--
 09-raster-calculations.html                     |  6 +++---
 10-zonal-statistics.html                        |  4 ++--
 11-parallel-raster-computations.html            |  6 +++---
 12-data-cube.html                               |  4 ++--
 404.html                                        |  6 +++---
 CODE_OF_CONDUCT.html                            |  4 ++--
 LICENSE.html                                    |  4 ++--
 aio.html                                        | 12 ++++++------
 images.html                                     |  6 +++---
 index.html                                      | 12 ++++++------
 instructor-notes.html                           |  6 +++---
 instructor/01-intro-raster-data.html            |  4 ++--
 instructor/02-intro-vector-data.html            |  4 ++--
 instructor/03-crs.html                          |  4 ++--
 instructor/04-geo-landscape.html                |  4 ++--
 instructor/05-access-data.html                  |  4 ++--
 instructor/06-raster-intro.html                 |  4 ++--
 instructor/07-vector-data-in-python.html        |  6 +++---
 instructor/08-crop-raster-data.html             |  4 ++--
 instructor/09-raster-calculations.html          |  6 +++---
 instructor/10-zonal-statistics.html             |  4 ++--
 instructor/11-parallel-raster-computations.html |  6 +++---
 instructor/12-data-cube.html                    |  4 ++--
 instructor/404.html                             |  6 +++---
 instructor/CODE_OF_CONDUCT.html                 |  4 ++--
 instructor/LICENSE.html                         |  4 ++--
 instructor/aio.html                             | 12 ++++++------
 instructor/images.html                          |  6 +++---
 instructor/index.html                           | 12 ++++++------
 instructor/instructor-notes.html                |  6 +++---
 instructor/key-points.html                      |  6 +++---
 instructor/profiles.html                        |  6 +++---
 key-points.html                                 |  6 +++---
 pkgdown.yml                                     |  2 +-
 profiles.html                                   |  6 +++---
 43 files changed, 117 insertions(+), 117 deletions(-)

diff --git a/01-intro-raster-data.html b/01-intro-raster-data.html
index d4815470..0fc8750b 100644
--- a/01-intro-raster-data.html
+++ b/01-intro-raster-data.html
@@ -707,7 +707,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -730,7 +730,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/01-intro-raster-data.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/02-intro-vector-data.html b/02-intro-vector-data.html
index 0ba10391..28e7c6fd 100644
--- a/02-intro-vector-data.html
+++ b/02-intro-vector-data.html
@@ -648,7 +648,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -671,7 +671,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/02-intro-vector-data.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/03-crs.html b/03-crs.html
index 6bcb2696..3ff21dbd 100644
--- a/03-crs.html
+++ b/03-crs.html
@@ -735,7 +735,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -758,7 +758,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/03-crs.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/04-geo-landscape.html b/04-geo-landscape.html
index cf6b818c..b572faeb 100644
--- a/04-geo-landscape.html
+++ b/04-geo-landscape.html
@@ -731,7 +731,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -754,7 +754,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/04-geo-landscape.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/05-access-data.html b/05-access-data.html
index 798d6d78..73842a97 100644
--- a/05-access-data.html
+++ b/05-access-data.html
@@ -1222,7 +1222,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1245,7 +1245,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/05-access-data.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2025-01-15",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/06-raster-intro.html b/06-raster-intro.html
index 9f0bbac2..a10763f0 100644
--- a/06-raster-intro.html
+++ b/06-raster-intro.html
@@ -1282,7 +1282,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1305,7 +1305,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/06-raster-intro.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-30",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/07-vector-data-in-python.html b/07-vector-data-in-python.html
index fbaca404..366f01d0 100644
--- a/07-vector-data-in-python.html
+++ b/07-vector-data-in-python.html
@@ -862,7 +862,7 @@ <h3 class="callout-title">Exercise: Get the built-up regions</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb29">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1000,7 +1000,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1023,7 +1023,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/07-vector-data-in-python.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/08-crop-raster-data.html b/08-crop-raster-data.html
index 7c2b1b2c..0b8d3843 100644
--- a/08-crop-raster-data.html
+++ b/08-crop-raster-data.html
@@ -823,7 +823,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -846,7 +846,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/08-crop-raster-data.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/09-raster-calculations.html b/09-raster-calculations.html
index dc4bda44..28b11fa5 100644
--- a/09-raster-calculations.html
+++ b/09-raster-calculations.html
@@ -651,7 +651,7 @@ <h3 class="callout-title">Exercise: NDWI and custom index to detect burned areas
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb15">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -822,7 +822,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -845,7 +845,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/09-raster-calculations.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
   </script><script>
diff --git a/10-zonal-statistics.html b/10-zonal-statistics.html
index 1ea9306a..662aedc2 100644
--- a/10-zonal-statistics.html
+++ b/10-zonal-statistics.html
@@ -624,7 +624,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -647,7 +647,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/10-zonal-statistics.html",
   "dateCreated": "2025-01-15",
   "dateModified": "2024-06-25",
-  "datePublished": "2025-01-15"
+  "datePublished": "2025-01-21"
 }
 
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diff --git a/11-parallel-raster-computations.html b/11-parallel-raster-computations.html
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diff --git a/LICENSE.html b/LICENSE.html
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@@ -731,7 +731,7 @@ <h3 class="callout-title">Key Points</h3>
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@@ -649,7 +649,7 @@ <h3 class="callout-title">Key Points</h3>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -672,7 +672,7 @@ <h3 class="callout-title">Key Points</h3>
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@@ -736,7 +736,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -759,7 +759,7 @@ <h3 class="callout-title">Key Points</h3>
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diff --git a/instructor/04-geo-landscape.html b/instructor/04-geo-landscape.html
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@@ -732,7 +732,7 @@ <h3 class="callout-title">Key Points</h3>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -755,7 +755,7 @@ <h3 class="callout-title">Key Points</h3>
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diff --git a/instructor/05-access-data.html b/instructor/05-access-data.html
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@@ -1223,7 +1223,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -1246,7 +1246,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/05-access-data.html",
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diff --git a/instructor/06-raster-intro.html b/instructor/06-raster-intro.html
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@@ -1283,7 +1283,7 @@ <h3 class="callout-title">Key Points</h3>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1306,7 +1306,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/06-raster-intro.html",
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diff --git a/instructor/07-vector-data-in-python.html b/instructor/07-vector-data-in-python.html
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--- a/instructor/07-vector-data-in-python.html
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+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
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 <div class="codewrapper sourceCode" id="cb29">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1001,7 +1001,7 @@ <h3 class="callout-title">Key Points</h3>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1024,7 +1024,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2025-01-15",
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diff --git a/instructor/08-crop-raster-data.html b/instructor/08-crop-raster-data.html
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@@ -824,7 +824,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -847,7 +847,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/08-crop-raster-data.html",
   "dateCreated": "2025-01-15",
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diff --git a/instructor/09-raster-calculations.html b/instructor/09-raster-calculations.html
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--- a/instructor/09-raster-calculations.html
+++ b/instructor/09-raster-calculations.html
@@ -652,7 +652,7 @@ <h3 class="callout-title">Exercise: NDWI and custom index to detect burned areas
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-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb15">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -823,7 +823,7 @@ <h3 class="callout-title">Key Points</h3>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -846,7 +846,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2025-01-15",
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diff --git a/instructor/10-zonal-statistics.html b/instructor/10-zonal-statistics.html
index 8a42c86a..6d9720e8 100644
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@@ -625,7 +625,7 @@ <h3 class="callout-title">Key Points</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -648,7 +648,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/10-zonal-statistics.html",
   "dateCreated": "2025-01-15",
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diff --git a/instructor/11-parallel-raster-computations.html b/instructor/11-parallel-raster-computations.html
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--- a/instructor/11-parallel-raster-computations.html
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@@ -585,7 +585,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
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-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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 <div class="codewrapper sourceCode" id="cb7">
 <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -823,7 +823,7 @@ <h3 class="callout-title">Key Points</h3>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -846,7 +846,7 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2025-01-15",
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diff --git a/instructor/12-data-cube.html b/instructor/12-data-cube.html
index 47d6ac44..ac35f297 100644
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -712,7 +712,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
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--- a/instructor/404.html
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@@ -419,7 +419,7 @@ <h1>Page not found</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 	<div id="to-top">
@@ -441,8 +441,8 @@ <h1>Page not found</h1>
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   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/404.html",
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
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--- a/instructor/CODE_OF_CONDUCT.html
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@@ -430,7 +430,7 @@ <h1>Contributor Code of Conduct</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 	<div id="to-top">
@@ -453,7 +453,7 @@ <h1>Contributor Code of Conduct</h1>
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diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 	<div id="to-top">
@@ -501,7 +501,7 @@ <h1>Licenses</h1>
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   "dateCreated": "2025-01-15",
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diff --git a/instructor/aio.html b/instructor/aio.html
index 593418c6..5907f9e5 100644
--- a/instructor/aio.html
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@@ -3949,7 +3949,7 @@ <h3 class="callout-title">Exercise: Get the built-up regions</h3>
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
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 <div class="codewrapper sourceCode" id="cb29">
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@@ -4765,7 +4765,7 @@ <h3 class="callout-title">Exercise: NDWI and custom index to detect burned areas
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-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
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 <div class="codewrapper sourceCode" id="cb7">
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@@ -5840,7 +5840,7 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -5863,8 +5863,8 @@ <h3 class="code-label">PYTHON<i aria-hidden="true" data-feather="chevron-left"><
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diff --git a/instructor/images.html b/instructor/images.html
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@@ -685,7 +685,7 @@ <h3 id="12-data-cube-figure-4">Figure 4</h3>
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -708,8 +708,8 @@ <h3 id="12-data-cube-figure-4">Figure 4</h3>
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diff --git a/instructor/index.html b/instructor/index.html
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-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
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 <p><a href="https://www.youtube.com/watch?v=xxQ0mzZ8UvA" class="external-link">Video
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   Mac OS
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <p><a href="https://www.youtube.com/watch?v=TcSAln46u9U" class="external-link">Video
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   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
 <div class="accordion-body">
 <p>Note that the following installation steps require you to work from
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 	<div id="to-top">
@@ -952,8 +952,8 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index cb4cf39e..b72a549a 100644
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -568,8 +568,8 @@ <h3 id="episode-5">Episode 5<a class="anchor" aria-label="anchor" href="#episode
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diff --git a/instructor/key-points.html b/instructor/key-points.html
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 </div> <!-- / div.container -->
@@ -583,8 +583,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "dateCreated": "2025-01-15",
-  "dateModified": "2025-01-15",
-  "datePublished": "2025-01-15"
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index 9af9215d..3ffc24ca 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -388,7 +388,7 @@ <h1>Learner Profiles</h1>
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -410,8 +410,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/geospatial-python/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/instructor/profiles.html",
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-  "dateModified": "2025-01-15",
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diff --git a/key-points.html b/key-points.html
index 9f217047..4c109b9e 100644
--- a/key-points.html
+++ b/key-points.html
@@ -560,7 +560,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
 
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.10" class="external-link">sandpaper (0.16.10)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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@@ -583,8 +583,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/geospatial-python/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/geospatial-python/key-points.html",
   "dateCreated": "2025-01-15",
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diff --git a/pkgdown.yml b/pkgdown.yml
index fa6fffaf..7e93a34c 100644
--- a/pkgdown.yml
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@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
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+last_built: 2025-01-21T01:07Z
diff --git a/profiles.html b/profiles.html
index 831a1293..6fc01dab 100644
--- a/profiles.html
+++ b/profiles.html
@@ -389,7 +389,7 @@ <h1>Learner Profiles</h1>
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.11" class="external-link">sandpaper (0.16.11)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.7" class="external-link">pegboard (0.7.7)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.5" class="external-link">varnish (1.0.5)</a></p>
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 	<div id="to-top">
@@ -411,8 +411,8 @@ <h1>Learner Profiles</h1>
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   "identifier": "https://carpentries-incubator.github.io/geospatial-python/profiles.html",
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