From 8e85b8b73f5a934da93280e35bc0e5d65b64cc74 Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 3 Sep 2024 01:15:19 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : 55f6695eb2c29f523c46f2b738054eab9ca897e7
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2024-07-09 01:25:18 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : a6ca5748e5cc1acedf8d918a360b93591ff136ef
Branch  : main
Author  : Drake Asberry <47766074+drakeasberry@users.noreply.github.com>
Time    : 2024-03-24 18:58:37 +0000
Message : Merge pull request #432 from Aariq/patch-4

Explain filenames
---
 01-raster-structure.html                      |  2 +-
 02-raster-plot.html                           |  2 +-
 03-raster-reproject-in-r.html                 |  2 +-
 04-raster-calculations-in-r.html              |  8 +--
 05-raster-multi-band-in-r.html                | 10 ++--
 06-vector-open-shapefile-in-r.html            |  4 +-
 07-vector-shapefile-attributes-in-r.html      | 14 ++---
 08-vector-plot-shapefiles-custom-legend.html  |  6 +--
 09-vector-when-data-dont-line-up-crs.html     |  2 +-
 10-vector-csv-to-shapefile-in-r.html          |  4 +-
 11-vector-raster-integration.html             |  6 +--
 12-time-series-raster.html                    |  2 +-
 13-plot-time-series-rasters-in-r.html         |  6 +--
 14-extract-ndvi-from-rasters-in-r.html        | 10 ++--
 404.html                                      |  4 +-
 CODE_OF_CONDUCT.html                          |  2 +-
 LICENSE.html                                  |  2 +-
 about.html                                    |  2 +-
 aio.html                                      | 54 +++++++++----------
 discuss.html                                  |  2 +-
 images.html                                   |  4 +-
 index.html                                    |  4 +-
 instructor-notes.html                         |  4 +-
 instructor/01-raster-structure.html           |  2 +-
 instructor/02-raster-plot.html                |  2 +-
 instructor/03-raster-reproject-in-r.html      |  2 +-
 instructor/04-raster-calculations-in-r.html   |  8 +--
 instructor/05-raster-multi-band-in-r.html     | 10 ++--
 instructor/06-vector-open-shapefile-in-r.html |  4 +-
 .../07-vector-shapefile-attributes-in-r.html  | 14 ++---
 ...-vector-plot-shapefiles-custom-legend.html |  6 +--
 .../09-vector-when-data-dont-line-up-crs.html |  2 +-
 .../10-vector-csv-to-shapefile-in-r.html      |  4 +-
 instructor/11-vector-raster-integration.html  |  6 +--
 instructor/12-time-series-raster.html         |  2 +-
 .../13-plot-time-series-rasters-in-r.html     |  6 +--
 .../14-extract-ndvi-from-rasters-in-r.html    | 10 ++--
 instructor/404.html                           |  4 +-
 instructor/CODE_OF_CONDUCT.html               |  2 +-
 instructor/LICENSE.html                       |  2 +-
 instructor/about.html                         |  2 +-
 instructor/aio.html                           | 54 +++++++++----------
 instructor/discuss.html                       |  2 +-
 instructor/images.html                        |  4 +-
 instructor/index.html                         |  4 +-
 instructor/instructor-notes.html              |  4 +-
 instructor/key-points.html                    |  4 +-
 instructor/profiles.html                      |  4 +-
 instructor/reference.html                     |  2 +-
 key-points.html                               |  4 +-
 pkgdown.yml                                   |  2 +-
 profiles.html                                 |  4 +-
 reference.html                                |  2 +-
 53 files changed, 167 insertions(+), 167 deletions(-)

diff --git a/01-raster-structure.html b/01-raster-structure.html
index e37139fd..32e80566 100644
--- a/01-raster-structure.html
+++ b/01-raster-structure.html
@@ -1361,7 +1361,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/01-raster-structure.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/02-raster-plot.html b/02-raster-plot.html
index 9ced37ec..887a1406 100644
--- a/02-raster-plot.html
+++ b/02-raster-plot.html
@@ -986,7 +986,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/02-raster-plot.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/03-raster-reproject-in-r.html b/03-raster-reproject-in-r.html
index 84bf685a..45c46c85 100644
--- a/03-raster-reproject-in-r.html
+++ b/03-raster-reproject-in-r.html
@@ -1061,7 +1061,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/03-raster-reproject-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/04-raster-calculations-in-r.html b/04-raster-calculations-in-r.html
index a81cb0f3..2c08b787 100644
--- a/04-raster-calculations-in-r.html
+++ b/04-raster-calculations-in-r.html
@@ -508,7 +508,7 @@ <h3 class="callout-title">Exercise</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="cb3">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -766,7 +766,7 @@ <h3 class="callout-title">Challenge: Explore CHM Raster Values</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Answers </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">
 <ol style="list-style-type: decimal"><li>There are missing values in our data, so we need to specify
 <code>na.rm = TRUE</code>.</li>
@@ -979,7 +979,7 @@ <h3 class="callout-title">Challenge: Explore the NEON San Joaquin Experimental R
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Answers </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">
 <ol style="list-style-type: decimal"><li>Use the <code>lapp()</code> function to subtract the two rasters
 &amp; create the CHM.</li>
@@ -1141,7 +1141,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/04-raster-calculations-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/05-raster-multi-band-in-r.html b/05-raster-multi-band-in-r.html
index 3d5c27a0..a84c457e 100644
--- a/05-raster-multi-band-in-r.html
+++ b/05-raster-multi-band-in-r.html
@@ -510,7 +510,7 @@ <h3 class="callout-title">Challenge</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="cb6">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -612,7 +612,7 @@ <h3 class="callout-title">Challenge: Making Sense of Single Band Images</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </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>We’d expect a <em>brighter</em> value for the forest in band 2
 (green) than in band 1 (red) because the leaves on trees of most often
@@ -816,7 +816,7 @@ <h3 class="callout-title">Challenge - NoData Values</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Answers </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">
 <ol style="list-style-type: decimal"><li>First we use the <code>describe()</code> function to view the data
 attributes.</li>
@@ -1141,7 +1141,7 @@ <h3 class="callout-title">Challenge: What Functions Can Be Used on an R Object o
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Answers </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>We can see a list of all of the methods available for our
 RasterStack object:</li>
@@ -1456,7 +1456,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/05-raster-multi-band-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/06-vector-open-shapefile-in-r.html b/06-vector-open-shapefile-in-r.html
index f9d13fa5..49d33ef2 100644
--- a/06-vector-open-shapefile-in-r.html
+++ b/06-vector-open-shapefile-in-r.html
@@ -697,7 +697,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <p>First we import the data:</p>
 <div class="codewrapper sourceCode" id="cb15">
@@ -962,7 +962,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/06-vector-open-shapefile-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/07-vector-shapefile-attributes-in-r.html b/07-vector-shapefile-attributes-in-r.html
index a241f898..618d96ac 100644
--- a/07-vector-shapefile-attributes-in-r.html
+++ b/07-vector-shapefile-attributes-in-r.html
@@ -605,7 +605,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </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">
 <ol style="list-style-type: decimal"><li>To find the number of attributes, we use the <code>ncol()</code>
 function:</li>
@@ -783,7 +783,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </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>First we will save an object with only the boardwalk lines:</p>
 <div class="codewrapper sourceCode" id="cb27">
@@ -840,7 +840,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Answer
   </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>First we will save an object with only the stone wall lines and check
 the number of features:</p>
@@ -973,7 +973,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Answers
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>First we need to look at the levels of our factor to see what order
 the road types are in:</p>
@@ -1143,7 +1143,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Answers
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>First we explore the <code>BicyclesHo</code> attribute to learn the
 values that correspond to the roads we need.</p>
@@ -1214,7 +1214,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Answers
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
 <div class="accordion-body">
 <p>First we read in the data and check how many levels there are in the
 <code>region</code> column:</p>
@@ -1351,7 +1351,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/07-vector-shapefile-attributes-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/08-vector-plot-shapefiles-custom-legend.html b/08-vector-plot-shapefiles-custom-legend.html
index bff0177b..3cef315a 100644
--- a/08-vector-plot-shapefiles-custom-legend.html
+++ b/08-vector-plot-shapefiles-custom-legend.html
@@ -584,7 +584,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <p>First we need to read in the data and see how many unique soils are
 represented in the <code>soilTypeOr</code> attribute.</p>
@@ -694,7 +694,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb14">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -788,7 +788,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/08-vector-plot-shapefiles-custom-legend.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/09-vector-when-data-dont-line-up-crs.html b/09-vector-when-data-dont-line-up-crs.html
index cee557e2..3448e262 100644
--- a/09-vector-when-data-dont-line-up-crs.html
+++ b/09-vector-when-data-dont-line-up-crs.html
@@ -868,7 +868,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/09-vector-when-data-dont-line-up-crs.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/10-vector-csv-to-shapefile-in-r.html b/10-vector-csv-to-shapefile-in-r.html
index f82d5080..74889e19 100644
--- a/10-vector-csv-to-shapefile-in-r.html
+++ b/10-vector-csv-to-shapefile-in-r.html
@@ -862,7 +862,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>First we will read in the new csv file and look at the data
 structure.</li>
@@ -1076,7 +1076,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/10-vector-csv-to-shapefile-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/11-vector-raster-integration.html b/11-vector-raster-integration.html
index d74bf205..27e12469 100644
--- a/11-vector-raster-integration.html
+++ b/11-vector-raster-integration.html
@@ -623,7 +623,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb15">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -866,7 +866,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb31">
 <h3 class="code-label">R<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>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/11-vector-raster-integration.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/12-time-series-raster.html b/12-time-series-raster.html
index 7a112e79..12670c35 100644
--- a/12-time-series-raster.html
+++ b/12-time-series-raster.html
@@ -1049,7 +1049,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/12-time-series-raster.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/13-plot-time-series-rasters-in-r.html b/13-plot-time-series-rasters-in-r.html
index 840f5568..7940f094 100644
--- a/13-plot-time-series-rasters-in-r.html
+++ b/13-plot-time-series-rasters-in-r.html
@@ -529,7 +529,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <p>Learners can find this information in the help files for the
 <code>theme()</code> function. The parameter to set is called
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@@ -789,8 +789,8 @@ <h4 id="concluding-remarks">Concluding remarks<a class="anchor" aria-label="anch
   "url": "https://datacarpentry.org/r-raster-vector-geospatial/instructor-notes.html",
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor-notes.html",
   "dateCreated": "2015-10-22",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/01-raster-structure.html b/instructor/01-raster-structure.html
index 0810da17..dff88b4f 100644
--- a/instructor/01-raster-structure.html
+++ b/instructor/01-raster-structure.html
@@ -1363,7 +1363,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/01-raster-structure.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/02-raster-plot.html b/instructor/02-raster-plot.html
index 721ca31d..3e8c91c9 100644
--- a/instructor/02-raster-plot.html
+++ b/instructor/02-raster-plot.html
@@ -988,7 +988,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/02-raster-plot.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/03-raster-reproject-in-r.html b/instructor/03-raster-reproject-in-r.html
index e49a9c26..dd1da0ac 100644
--- a/instructor/03-raster-reproject-in-r.html
+++ b/instructor/03-raster-reproject-in-r.html
@@ -1063,7 +1063,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/03-raster-reproject-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/04-raster-calculations-in-r.html b/instructor/04-raster-calculations-in-r.html
index 95e87c8b..b885a71c 100644
--- a/instructor/04-raster-calculations-in-r.html
+++ b/instructor/04-raster-calculations-in-r.html
@@ -510,7 +510,7 @@ <h3 class="callout-title">Exercise</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="cb3">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -768,7 +768,7 @@ <h3 class="callout-title">Challenge: Explore CHM Raster Values</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Answers </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">
 <ol style="list-style-type: decimal"><li>There are missing values in our data, so we need to specify
 <code>na.rm = TRUE</code>.</li>
@@ -981,7 +981,7 @@ <h3 class="callout-title">Challenge: Explore the NEON San Joaquin Experimental R
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Answers </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">
 <ol style="list-style-type: decimal"><li>Use the <code>lapp()</code> function to subtract the two rasters
 &amp; create the CHM.</li>
@@ -1143,7 +1143,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/04-raster-calculations-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/05-raster-multi-band-in-r.html b/instructor/05-raster-multi-band-in-r.html
index 71b7efb7..0cf27274 100644
--- a/instructor/05-raster-multi-band-in-r.html
+++ b/instructor/05-raster-multi-band-in-r.html
@@ -512,7 +512,7 @@ <h3 class="callout-title">Challenge</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="cb6">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -614,7 +614,7 @@ <h3 class="callout-title">Challenge: Making Sense of Single Band Images</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </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>We’d expect a <em>brighter</em> value for the forest in band 2
 (green) than in band 1 (red) because the leaves on trees of most often
@@ -818,7 +818,7 @@ <h3 class="callout-title">Challenge - NoData Values</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution3" aria-expanded="false" aria-controls="collapseSolution3">
   <h4 class="accordion-header" id="headingSolution3"> Answers </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">
 <ol style="list-style-type: decimal"><li>First we use the <code>describe()</code> function to view the data
 attributes.</li>
@@ -1143,7 +1143,7 @@ <h3 class="callout-title">Challenge: What Functions Can Be Used on an R Object o
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution4" aria-expanded="false" aria-controls="collapseSolution4">
   <h4 class="accordion-header" id="headingSolution4"> Answers </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>We can see a list of all of the methods available for our
 RasterStack object:</li>
@@ -1458,7 +1458,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/05-raster-multi-band-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/06-vector-open-shapefile-in-r.html b/instructor/06-vector-open-shapefile-in-r.html
index 2a4b4d4a..c8a56cc7 100644
--- a/instructor/06-vector-open-shapefile-in-r.html
+++ b/instructor/06-vector-open-shapefile-in-r.html
@@ -699,7 +699,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <p>First we import the data:</p>
 <div class="codewrapper sourceCode" id="cb15">
@@ -964,7 +964,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/06-vector-open-shapefile-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/07-vector-shapefile-attributes-in-r.html b/instructor/07-vector-shapefile-attributes-in-r.html
index db63d8f9..1bd9efdf 100644
--- a/instructor/07-vector-shapefile-attributes-in-r.html
+++ b/instructor/07-vector-shapefile-attributes-in-r.html
@@ -607,7 +607,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </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">
 <ol style="list-style-type: decimal"><li>To find the number of attributes, we use the <code>ncol()</code>
 function:</li>
@@ -785,7 +785,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </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>First we will save an object with only the boardwalk lines:</p>
 <div class="codewrapper sourceCode" id="cb27">
@@ -842,7 +842,7 @@ <h4 class="accordion-header" id="headingSolution3">
   Answer
   </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>First we will save an object with only the stone wall lines and check
 the number of features:</p>
@@ -975,7 +975,7 @@ <h4 class="accordion-header" id="headingSolution4">
   Answers
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
 <div class="accordion-body">
 <p>First we need to look at the levels of our factor to see what order
 the road types are in:</p>
@@ -1145,7 +1145,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Answers
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
 <div class="accordion-body">
 <p>First we explore the <code>BicyclesHo</code> attribute to learn the
 values that correspond to the roads we need.</p>
@@ -1216,7 +1216,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Answers
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
 <div class="accordion-body">
 <p>First we read in the data and check how many levels there are in the
 <code>region</code> column:</p>
@@ -1353,7 +1353,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/07-vector-shapefile-attributes-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/08-vector-plot-shapefiles-custom-legend.html b/instructor/08-vector-plot-shapefiles-custom-legend.html
index 552de5b2..611f9008 100644
--- a/instructor/08-vector-plot-shapefiles-custom-legend.html
+++ b/instructor/08-vector-plot-shapefiles-custom-legend.html
@@ -586,7 +586,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <p>First we need to read in the data and see how many unique soils are
 represented in the <code>soilTypeOr</code> attribute.</p>
@@ -696,7 +696,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb14">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -790,7 +790,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/08-vector-plot-shapefiles-custom-legend.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/09-vector-when-data-dont-line-up-crs.html b/instructor/09-vector-when-data-dont-line-up-crs.html
index bf7587a2..84da8175 100644
--- a/instructor/09-vector-when-data-dont-line-up-crs.html
+++ b/instructor/09-vector-when-data-dont-line-up-crs.html
@@ -870,7 +870,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/09-vector-when-data-dont-line-up-crs.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/10-vector-csv-to-shapefile-in-r.html b/instructor/10-vector-csv-to-shapefile-in-r.html
index 36d2a0d7..03c61536 100644
--- a/instructor/10-vector-csv-to-shapefile-in-r.html
+++ b/instructor/10-vector-csv-to-shapefile-in-r.html
@@ -864,7 +864,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>First we will read in the new csv file and look at the data
 structure.</li>
@@ -1078,7 +1078,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/10-vector-csv-to-shapefile-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/11-vector-raster-integration.html b/instructor/11-vector-raster-integration.html
index d1231d0d..83ea9013 100644
--- a/instructor/11-vector-raster-integration.html
+++ b/instructor/11-vector-raster-integration.html
@@ -625,7 +625,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb15">
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@@ -868,7 +868,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb31">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -1003,7 +1003,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/11-vector-raster-integration.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/12-time-series-raster.html b/instructor/12-time-series-raster.html
index 769fca62..e8fd4edf 100644
--- a/instructor/12-time-series-raster.html
+++ b/instructor/12-time-series-raster.html
@@ -1051,7 +1051,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/12-time-series-raster.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/13-plot-time-series-rasters-in-r.html b/instructor/13-plot-time-series-rasters-in-r.html
index 4f70bec3..ac0dcd44 100644
--- a/instructor/13-plot-time-series-rasters-in-r.html
+++ b/instructor/13-plot-time-series-rasters-in-r.html
@@ -531,7 +531,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <p>Learners can find this information in the help files for the
 <code>theme()</code> function. The parameter to set is called
@@ -766,7 +766,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <div class="codewrapper sourceCode" id="cb19">
 <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i aria-hidden="true" data-feather="chevron-right"></i>
@@ -870,7 +870,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/13-plot-time-series-rasters-in-r.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/14-extract-ndvi-from-rasters-in-r.html b/instructor/14-extract-ndvi-from-rasters-in-r.html
index 4a41f7ba..7c527092 100644
--- a/instructor/14-extract-ndvi-from-rasters-in-r.html
+++ b/instructor/14-extract-ndvi-from-rasters-in-r.html
@@ -718,7 +718,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Answers
   </h4>
 </button>
-<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">
 <div class="accordion-body">
 <p>First we will read in the NDVI data for the SJER field site.</p>
 <div class="codewrapper sourceCode" id="cb23">
@@ -814,7 +814,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Answers
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
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-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index fcdb2d63..e7ee858f 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -460,7 +460,7 @@ <h1></h1>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/instructor/reference.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index ff5f9d75..f4c41343 100644
--- a/key-points.html
+++ b/key-points.html
@@ -623,8 +623,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://datacarpentry.org/r-raster-vector-geospatial/key-points.html",
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/key-points.html",
   "dateCreated": "2015-10-22",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 3825d74f..e7499ed0 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.0
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-08-27T01:14Z
+last_built: 2024-09-03T01:14Z
diff --git a/profiles.html b/profiles.html
index 5976f29f..2371b3b3 100644
--- a/profiles.html
+++ b/profiles.html
@@ -408,8 +408,8 @@ <h1>Learner Profiles</h1>
   "url": "https://datacarpentry.org/r-raster-vector-geospatial/profiles.html",
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/profiles.html",
   "dateCreated": "2015-10-22",
-  "dateModified": "2024-08-27",
-  "datePublished": "2024-08-27"
+  "dateModified": "2024-09-03",
+  "datePublished": "2024-09-03"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index 0ba24928..1a15aee0 100644
--- a/reference.html
+++ b/reference.html
@@ -458,7 +458,7 @@ <h1></h1>
   "identifier": "https://datacarpentry.org/r-raster-vector-geospatial/reference.html",
   "dateCreated": "2015-10-22",
   "dateModified": "2024-07-02",
-  "datePublished": "2024-08-27"
+  "datePublished": "2024-09-03"
 }
 
   </script><script>