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   "dateCreated": "2023-03-01",
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       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/AUTHORS.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -410,8 +410,8 @@ <h1></h1>
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-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/CITATION.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -411,8 +411,8 @@ <h1></h1>
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   "dateCreated": "2023-03-01",
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       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -415,8 +415,8 @@ <h1>Contributor Code of Conduct</h1>
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   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-03-01",
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       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/FUNDING.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -419,8 +419,8 @@ <h1></h1>
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -464,8 +464,8 @@ <h1>Licenses</h1>
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   "dateCreated": "2023-03-01",
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 }
 
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diff --git a/aio.html b/aio.html
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 <section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction to FAIR Data Management for Long-term Agriculture Experiments</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -578,7 +578,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-sharing-data"><p>Content from <a href="sharing-data.html">Why should we share long-term experiment data</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
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         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/sharing-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -822,7 +822,7 @@ <h3 class="callout-title">Key Points</h3>
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 </section></section><section id="aio-fair-data"><p>Content from <a href="fair-data.html">FAIR Principles for long-term agricultural experiments data</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/fair-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -913,7 +913,7 @@ <h3 class="callout-title">Challenge 1: Findable (meta)data</h3>
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 </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>F1: Assigned a DOI (document object identifier) <a href="https://doi.org/10.7910/DVN/4GVGAP" class="external-link">https://doi.org/10.7910/DVN/4GVGAP</a>.</p>
 <p>F2: Has rich metadata to describe the dataset.</p>
@@ -959,7 +959,7 @@ <h3 class="callout-title">Challenge 2: Accessible (meta)data in action</h3>
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 </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">
 <p>A1: Dataset can be retrieved by its DOI (identifier) over http
 (standardised communication protocol)</p>
@@ -1004,7 +1004,7 @@ <h3 class="callout-title">Challenge 3: Interoperable metadata in action</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
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   <h4 class="accordion-header" id="headingSolution3"> Show me the solution </h4>
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-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>I1: Metadata is represented as Dublin Core metadata tags and
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@@ -1060,7 +1060,7 @@ <h3 class="callout-title">Challenge 4: Reusable metadata in action</h3>
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 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
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@@ -1072,7 +1072,7 @@ <h4 class="accordion-header" id="headingHint2"> Give me a hint </h4>
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   <h4 class="accordion-header" id="headingSolution4"> Show me the solution </h4>
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-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>R1 Data are described with rich metadata.</p>
 <p>R1.1 The data is licenced under CC-BY-4.0 (Creative Commons), but the
@@ -1149,7 +1149,7 @@ <h3 class="callout-title">Challenge 5. How can FAIR data also be restricted acce
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 </button>
-<div id="collapseHint3" class="accordion-collapse collapse" data-bs-parent="#accordionHint3" aria-labelledby="headingHint3">
+<div id="collapseHint3" class="accordion-collapse collapse" aria-labelledby="headingHint3" data-bs-parent="#accordionHint3">
 <div class="accordion-body">
 <p>Think about</p>
 <ul>
@@ -1166,7 +1166,7 @@ <h4 class="accordion-header" id="headingHint3"> Give me a hint </h4>
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 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Data can be published using a restrictive licence, for example
@@ -1264,7 +1264,7 @@ <h3 class="callout-title">Key Points</h3>
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 <hr>
-<p>Last updated on 2024-10-01 |
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         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/metadata-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1521,7 +1521,7 @@ <h3 class="callout-title">Key Points</h3>
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 <hr>
-<p>Last updated on 2024-10-01 |
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         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/organising-data-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
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@@ -1875,7 +1875,7 @@ <h3 class="callout-title">Key Points</h3>
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 <hr>
-<p>Last updated on 2024-10-01 |
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         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/making-lte-data-fair.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -1991,7 +1991,7 @@ <h3 class="callout-title">Key Points</h3>
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-<p>Last updated on 2024-10-01 |
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         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/databases-for-lte-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
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@@ -2137,7 +2137,7 @@ <h3 class="callout-title">Key Points</h3>
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 <hr>
-<p>Last updated on 2024-10-01 |
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         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/publishing-data-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <div class="text-end">
@@ -2445,8 +2445,8 @@ <h3 class="callout-title">Key Points</h3>
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       </div>
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         <h1>databases-for-lte-data</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/databases-for-lte-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -536,8 +536,8 @@ <h3 class="callout-title">Key Points</h3>
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diff --git a/fair-data.html b/fair-data.html
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       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>FAIR Principles for long-term agricultural experiments data</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/fair-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -441,7 +441,7 @@ <h3 class="callout-title">Challenge 1: Findable (meta)data</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" 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>F1: Assigned a DOI (document object identifier) <a href="https://doi.org/10.7910/DVN/4GVGAP" class="external-link">https://doi.org/10.7910/DVN/4GVGAP</a>.</p>
 <p>F2: Has rich metadata to describe the dataset.</p>
@@ -483,7 +483,7 @@ <h3 class="callout-title">Challenge 2: Accessible (meta)data in action</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" 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">
 <p>A1: Dataset can be retrieved by its DOI (identifier) over http
 (standardised communication protocol)</p>
@@ -524,7 +524,7 @@ <h3 class="callout-title">Challenge 3: Interoperable metadata in action</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
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-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
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@@ -536,7 +536,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 <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"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>I1: Metadata is represented as Dublin Core metadata tags and
 schema.org Dataset context (this is what Google looks for and uses).</p>
@@ -576,7 +576,7 @@ <h3 class="callout-title">Challenge 4: Reusable metadata in action</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint2" aria-expanded="false" aria-controls="collapseHint2">
   <h4 class="accordion-header" id="headingHint2"> Give me a hint </h4>
 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
 </div>
@@ -588,7 +588,7 @@ <h4 class="accordion-header" id="headingHint2"> Give me a hint </h4>
 <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"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>R1 Data are described with rich metadata.</p>
 <p>R1.1 The data is licenced under CC-BY-4.0 (Creative Commons), but the
@@ -657,7 +657,7 @@ <h3 class="callout-title">Challenge 5. How can FAIR data also be restricted acce
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint3" aria-expanded="false" aria-controls="collapseHint3">
   <h4 class="accordion-header" id="headingHint3"> Give me a hint </h4>
 </button>
-<div id="collapseHint3" class="accordion-collapse collapse" data-bs-parent="#accordionHint3" aria-labelledby="headingHint3">
+<div id="collapseHint3" class="accordion-collapse collapse" aria-labelledby="headingHint3" data-bs-parent="#accordionHint3">
 <div class="accordion-body">
 <p>Think about</p>
 <ul><li>different options for licencing data</li>
@@ -672,7 +672,7 @@ <h4 class="accordion-header" id="headingHint3"> Give me a hint </h4>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Data can be published using a restrictive licence, for example
 limiting commercial reuse of the data</li>
@@ -816,8 +816,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/fair-data.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/fair-data.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 56b9511..cc508fa 100644
--- a/images.html
+++ b/images.html
@@ -455,8 +455,8 @@ <h3 id="organising-data-for-ltes-figure-3">Figure 3</h3>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/images.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/images.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 063c756..3a83092 100644
--- a/index.html
+++ b/index.html
@@ -418,8 +418,8 @@ <h3 class="callout-title">Prerequisites</h3>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/index.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/index.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 12be205..47f27e5 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -444,8 +444,8 @@ <h1>Instructor Notes</h1>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor-notes.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index d447666..4eb18ab 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -397,8 +397,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/404.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/AUTHORS.html b/instructor/AUTHORS.html
index b8fecd0..1dc164a 100644
--- a/instructor/AUTHORS.html
+++ b/instructor/AUTHORS.html
@@ -331,7 +331,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/AUTHORS.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -411,8 +411,8 @@ <h1></h1>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/AUTHORS.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/AUTHORS.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/CITATION.html b/instructor/CITATION.html
index 8587bd6..68156e1 100644
--- a/instructor/CITATION.html
+++ b/instructor/CITATION.html
@@ -331,7 +331,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/CITATION.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -412,8 +412,8 @@ <h1></h1>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/CITATION.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/CITATION.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index d313d1b..59ad2d2 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -331,7 +331,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Contributor Code of Conduct</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/CODE_OF_CONDUCT.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -416,8 +416,8 @@ <h1>Contributor Code of Conduct</h1>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/FUNDING.html b/instructor/FUNDING.html
index 739bb8c..95a5016 100644
--- a/instructor/FUNDING.html
+++ b/instructor/FUNDING.html
@@ -331,7 +331,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1></h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/FUNDING.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -420,8 +420,8 @@ <h1></h1>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/FUNDING.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/FUNDING.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 55ea9be..5e5fa16 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -331,7 +331,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Licenses</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/LICENSE.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -465,8 +465,8 @@ <h1>Licenses</h1>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/LICENSE.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/LICENSE.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index dc73f8e..a3e0bb8 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -390,7 +390,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         
 <section id="aio-introduction"><p>Content from <a href="introduction.html">Introduction to FAIR Data Management for Long-term Agriculture Experiments</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -454,7 +454,7 @@ <h3 id="who-is-this-lesson-for">Who is this lesson for?<a class="anchor" aria-la
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>The lesson covers many data management and FAIR data topics relevant
 to a broader audience, but the focus here, including provided datasets
@@ -542,7 +542,7 @@ <h3 class="callout-title">Discussion</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>Split the participants into groups and ask them to list and record
 reasons. After a few minutes ask each group to share a reason.</p>
@@ -605,7 +605,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-sharing-data"><p>Content from <a href="sharing-data.html">Why should we share long-term experiment data</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/sharing-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -850,7 +850,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-fair-data"><p>Content from <a href="fair-data.html">FAIR Principles for long-term agricultural experiments data</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/fair-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -891,7 +891,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>The <a href="../files/FAIR-Crib-Sheet.docx">FAIR data crib sheet</a> is
 provided as a reference resource for participants. Participants can
@@ -927,7 +927,7 @@ <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square">
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>The following sections we will use Google dataset search to review
 metadata for a published dataset to see how it measures up to FAIR
@@ -972,7 +972,7 @@ <h3 class="callout-title">Challenge 1: Findable (meta)data</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" 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>F1: Assigned a DOI (document object identifier) <a href="https://doi.org/10.7910/DVN/4GVGAP" class="external-link">https://doi.org/10.7910/DVN/4GVGAP</a>.</p>
 <p>F2: Has rich metadata to describe the dataset.</p>
@@ -1018,7 +1018,7 @@ <h3 class="callout-title">Challenge 2: Accessible (meta)data in action</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" 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">
 <p>A1: Dataset can be retrieved by its DOI (identifier) over http
 (standardised communication protocol)</p>
@@ -1063,7 +1063,7 @@ <h3 class="callout-title">Challenge 3: Interoperable metadata in action</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint1" aria-expanded="false" aria-controls="collapseHint1">
   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
 </div>
@@ -1075,7 +1075,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 <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"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>I1: Metadata is represented as Dublin Core metadata tags and
 schema.org Dataset context (this is what Google looks for and uses).</p>
@@ -1119,7 +1119,7 @@ <h3 class="callout-title">Challenge 4: Reusable metadata in action</h3>
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint2" aria-expanded="false" aria-controls="collapseHint2">
   <h4 class="accordion-header" id="headingHint2"> Give me a hint </h4>
 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
 </div>
@@ -1131,7 +1131,7 @@ <h4 class="accordion-header" id="headingHint2"> Give me a hint </h4>
 <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"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>R1 Data are described with rich metadata.</p>
 <p>R1.1 The data is licenced under CC-BY-4.0 (Creative Commons), but the
@@ -1208,7 +1208,7 @@ <h3 class="callout-title">Challenge 5. How can FAIR data also be restricted acce
 <button class="accordion-button hint-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseHint3" aria-expanded="false" aria-controls="collapseHint3">
   <h4 class="accordion-header" id="headingHint3"> Give me a hint </h4>
 </button>
-<div id="collapseHint3" class="accordion-collapse collapse" data-bs-parent="#accordionHint3" aria-labelledby="headingHint3">
+<div id="collapseHint3" class="accordion-collapse collapse" aria-labelledby="headingHint3" data-bs-parent="#accordionHint3">
 <div class="accordion-body">
 <p>Think about</p>
 <ul>
@@ -1225,7 +1225,7 @@ <h4 class="accordion-header" id="headingHint3"> Give me a hint </h4>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution5" aria-expanded="false" aria-controls="collapseSolution5">
   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Data can be published using a restrictive licence, for example
@@ -1323,7 +1323,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
 </section></section><section id="aio-metadata-for-ltes"><p>Content from <a href="metadata-for-ltes.html">Metadata for long-term experiments</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/metadata-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1417,7 +1417,7 @@ <h3 class="callout-title">Identifying Metadata</h3>
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 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Recommended participants work in groups to discuss metadata they
 would include. Participants can list out different metadata and present
@@ -1462,7 +1462,7 @@ <h3 class="callout-title">Challenge 2.1. Metadata to describe a long-term experi
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 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>Recommended participants work in groups to discuss metadata they
 would include. Participants can list out different metadata and present
@@ -1607,7 +1607,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-organising-data-for-ltes"><p>Content from <a href="organising-data-for-ltes.html">Organising data for long-term experiments</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/organising-data-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -1962,7 +1962,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-making-lte-data-fair"><p>Content from <a href="making-lte-data-fair.html">Making LTE data FAIR</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/making-lte-data-fair.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2079,7 +2079,7 @@ <h3 class="callout-title">Key Points</h3>
  -->
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 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/databases-for-lte-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2226,7 +2226,7 @@ <h3 class="callout-title">Key Points</h3>
 </div>
 </section></section><section id="aio-publishing-data-for-ltes"><p>Content from <a href="publishing-data-for-ltes.html">Publishing LTE data</a></p>
 <hr>
-<p>Last updated on 2024-10-01 |
+<p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/publishing-data-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 <p>Estimated time: <i aria-hidden="true" data-feather="clock"></i> 12 minutes</p>
@@ -2535,8 +2535,8 @@ <h3 class="callout-title">Key Points</h3>
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 }
 
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diff --git a/instructor/databases-for-lte-data.html b/instructor/databases-for-lte-data.html
index a6fd71a..2ce5d9f 100644
--- a/instructor/databases-for-lte-data.html
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@@ -342,7 +342,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>databases-for-lte-data</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/databases-for-lte-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -537,8 +537,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/databases-for-lte-data.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/databases-for-lte-data.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/fair-data.html b/instructor/fair-data.html
index f97bdb1..05f49f9 100644
--- a/instructor/fair-data.html
+++ b/instructor/fair-data.html
@@ -352,7 +352,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>FAIR Principles for long-term agricultural experiments data</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/fair-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -396,7 +396,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>The <a href="../files/FAIR-Crib-Sheet.docx">FAIR data crib sheet</a> is
 provided as a reference resource for participants. Participants can
@@ -430,7 +430,7 @@ <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square">
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 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>The following sections we will use Google dataset search to review
 metadata for a published dataset to see how it measures up to FAIR
@@ -471,7 +471,7 @@ <h3 class="callout-title">Challenge 1: Findable (meta)data</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" 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>F1: Assigned a DOI (document object identifier) <a href="https://doi.org/10.7910/DVN/4GVGAP" class="external-link">https://doi.org/10.7910/DVN/4GVGAP</a>.</p>
 <p>F2: Has rich metadata to describe the dataset.</p>
@@ -513,7 +513,7 @@ <h3 class="callout-title">Challenge 2: Accessible (meta)data in action</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
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 </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">
 <p>A1: Dataset can be retrieved by its DOI (identifier) over http
 (standardised communication protocol)</p>
@@ -554,7 +554,7 @@ <h3 class="callout-title">Challenge 3: Interoperable metadata in action</h3>
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   <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
 </div>
@@ -566,7 +566,7 @@ <h4 class="accordion-header" id="headingHint1"> Give me a hint </h4>
 <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"> Show me the solution </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>I1: Metadata is represented as Dublin Core metadata tags and
 schema.org Dataset context (this is what Google looks for and uses).</p>
@@ -606,7 +606,7 @@ <h3 class="callout-title">Challenge 4: Reusable metadata in action</h3>
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 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>View the page source and look for application/ld+json</p>
 </div>
@@ -618,7 +618,7 @@ <h4 class="accordion-header" id="headingHint2"> Give me a hint </h4>
 <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"> Show me the solution </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>R1 Data are described with rich metadata.</p>
 <p>R1.1 The data is licenced under CC-BY-4.0 (Creative Commons), but the
@@ -687,7 +687,7 @@ <h3 class="callout-title">Challenge 5. How can FAIR data also be restricted acce
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 </button>
-<div id="collapseHint3" class="accordion-collapse collapse" data-bs-parent="#accordionHint3" aria-labelledby="headingHint3">
+<div id="collapseHint3" class="accordion-collapse collapse" aria-labelledby="headingHint3" data-bs-parent="#accordionHint3">
 <div class="accordion-body">
 <p>Think about</p>
 <ul><li>different options for licencing data</li>
@@ -702,7 +702,7 @@ <h4 class="accordion-header" id="headingHint3"> Give me a hint </h4>
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   <h4 class="accordion-header" id="headingSolution5"> Show me the solution </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Data can be published using a restrictive licence, for example
 limiting commercial reuse of the data</li>
@@ -846,8 +846,8 @@ <h3 class="callout-title">Key Points</h3>
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   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 41ab2b9..99c38b7 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -455,8 +455,8 @@ <h3 id="organising-data-for-ltes-figure-3">Figure 3</h3>
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   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/images.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index b477bc5..150255e 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -508,8 +508,8 @@ <h3 class="callout-title">Prerequisites</h3>
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   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/index.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index b374c48..0a999dc 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -499,8 +499,8 @@ <h3 id="metadata-for-ltes-headingInstructor1">
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/instructor-notes.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 1972e45..5489d74 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -342,7 +342,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Introduction to FAIR Data Management for Long-term Agriculture Experiments</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -404,7 +404,7 @@ <h3 id="who-is-this-lesson-for">Who is this lesson for?<a class="anchor" aria-la
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
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 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>The lesson covers many data management and FAIR data topics relevant
 to a broader audience, but the focus here, including provided datasets
@@ -489,7 +489,7 @@ <h3 class="callout-title">Discussion</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>Split the participants into groups and ask them to list and record
 reasons. After a few minutes ask each group to share a reason.</p>
@@ -606,8 +606,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/introduction.html",
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   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 5820c77..ce0cc24 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -507,8 +507,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/key-points.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
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diff --git a/instructor/making-lte-data-fair.html b/instructor/making-lte-data-fair.html
index cc9ab87..d7d21c8 100644
--- a/instructor/making-lte-data-fair.html
+++ b/instructor/making-lte-data-fair.html
@@ -346,7 +346,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Making LTE data FAIR</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/making-lte-data-fair.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -507,8 +507,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/making-lte-data-fair.html",
   "identifier": "https://carpentries-incubator.github.io/fair-data-management-agriculture/instructor/making-lte-data-fair.html",
   "dateCreated": "2023-03-01",
-  "dateModified": "2024-10-01",
-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>
diff --git a/instructor/metadata-for-ltes.html b/instructor/metadata-for-ltes.html
index 814a1e3..ee68e2a 100644
--- a/instructor/metadata-for-ltes.html
+++ b/instructor/metadata-for-ltes.html
@@ -344,7 +344,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
       </div>
       <hr></nav><main id="main-content" class="main-content"><div class="container lesson-content">
         <h1>Metadata for long-term experiments</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
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-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
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-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
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         <h1>Why should we share long-term experiment data</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
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-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/introduction.md" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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         <h1>Making LTE data FAIR</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/making-lte-data-fair.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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         <h1>Metadata for long-term experiments</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/metadata-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
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         <h1>Organising data for long-term experiments</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/organising-data-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -708,8 +708,8 @@ <h3 class="callout-title">Key Points</h3>
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         <h1>Publishing LTE data</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/publishing-data-for-ltes.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -622,8 +622,8 @@ <h3 class="callout-title">Key Points</h3>
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         <h1>Why should we share long-term experiment data</h1>
-        <p>Last updated on 2024-10-01 |
+        <p>Last updated on 2024-10-08 |
 
         <a href="https://github.com/carpentries-incubator/fair-data-management-agriculture/edit/main/episodes/sharing-data.Rmd" class="external-link">Edit this page <i aria-hidden="true" data-feather="edit"></i></a></p>
 
@@ -625,8 +625,8 @@ <h3 class="callout-title">Key Points</h3>
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-  "datePublished": "2024-10-01"
+  "dateModified": "2024-10-08",
+  "datePublished": "2024-10-08"
 }
 
   </script><script>