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diff --git a/12-spatial-cv.md b/12-spatial-cv.md
@@ -23,7 +23,7 @@ library(lgr)                # logging framework for R
 library(mlr3)               # unified interface to machine learning algorithms
 library(mlr3learners)       # most important machine learning algorithms
 library(mlr3extralearners)  # access to even more learning algorithms
-library(mlr3proba)          # make probabilistic predictions, here only needed for mlr3extralearners::list_learners()
+library(mlr3proba)          # here needed for mlr3extralearners::list_learners()
 library(mlr3spatiotempcv)   # spatiotemporal resampling strategies
 library(mlr3tuning)         # hyperparameter tuning
 library(mlr3viz)            # plotting functions for mlr3 objects

diff --git a/404.html b/404.html
@@ -129,7 +129,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/adv-map.html b/adv-map.html
@@ -1342,7 +1342,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/algorithms.html b/algorithms.html
@@ -529,7 +529,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/attr.html b/attr.html
@@ -861,7 +861,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/conclusion.html b/conclusion.html
@@ -444,7 +444,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/eco.html b/eco.html
@@ -628,7 +628,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/figures/circle-intersection-1.png b/figures/circle-intersection-1.png
diff --git a/figures/points-1.png b/figures/points-1.png
diff --git a/foreword-1st-edition.html b/foreword-1st-edition.html
@@ -157,7 +157,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/foreword-2nd-edition.html b/foreword-2nd-edition.html
@@ -148,7 +148,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/geometry-operations.html b/geometry-operations.html
@@ -1016,7 +1016,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/gis.html b/gis.html
@@ -1064,7 +1064,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/index.html b/index.html
@@ -118,7 +118,7 @@ <h1>Welcome<a class="anchor" aria-label="anchor" href="#welcome"><i class="fas f
 <p>The online version of the book is hosted at <a href="https://r.geocompx.org">r.geocompx.org</a> and kept up-to-date by <a href="https://github.com/geocompx/geocompr/actions">GitHub Actions</a>.
 Its current ‘build status’ as follows:</p>
 <p><a href="https://github.com/geocompx/geocompr/actions"><img src="https://github.com/geocompx/geocompr/workflows/Render/badge.svg" alt="Actions"></a></p>
-<p>This version of the book was built on GH Actions on 2024-10-06.</p>
+<p>This version of the book was built on GH Actions on 2024-10-07.</p>
 <p><a rel="license" href="http://creativecommons.org/licenses/by-nc-nd/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-nc-nd/4.0/88x31.png"></a><br>This book is licensed to you under a <a rel="license" href="http://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License</a>.</p>
 <p><a rel="license" href="https://creativecommons.org/publicdomain/zero/1.0/"><img alt="Creative Commons License" style="border-width:0" src="https://licensebuttons.net/l/zero/1.0/88x31.png"></a><br>The code samples in this book are licensed under <a rel="license" href="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0 1.0 Universal (CC0 1.0)</a>.</p>
 <div id="how-to-contribute" class="section level2 unnumbered">
@@ -231,7 +231,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/index.md b/index.md
@@ -1,7 +1,7 @@
 --- 
 title: 'Geocomputation with R'
 author: 'Robin Lovelace, Jakub Nowosad, Jannes Muenchow'
-date: '2024-10-06'
+date: '2024-10-07'
 site: bookdown::bookdown_site
 output: bookdown::bs4_book
 documentclass: krantz
@@ -44,7 +44,7 @@ Its current 'build status' as follows:
 
 [![Actions](https://github.com/geocompx/geocompr/workflows/Render/badge.svg)](https://github.com/geocompx/geocompr/actions)
 
-This version of the book was built on GH Actions on 2024-10-06.
+This version of the book was built on GH Actions on 2024-10-07.
 
 <a rel="license" href="http://creativecommons.org/licenses/by-nc-nd/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-nc-nd/4.0/88x31.png"/></a><br/>This book is licensed to you under a <a rel="license" href="http://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License</a>.
 

diff --git a/intro.html b/intro.html
@@ -506,7 +506,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/location.html b/location.html
@@ -626,7 +626,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/preface.html b/preface.html
@@ -242,7 +242,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/raster-vector.html b/raster-vector.html
@@ -514,7 +514,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/read-write.html b/read-write.html
@@ -1205,7 +1205,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/references.html b/references.html
@@ -923,7 +923,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/reproj-geo-data.html b/reproj-geo-data.html
@@ -891,7 +891,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/search.json b/search.json
diff --git a/spatial-class.html b/spatial-class.html
@@ -1256,7 +1256,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/spatial-cv.html b/spatial-cv.html
@@ -124,7 +124,7 @@ <h2>Prerequisites<a class="anchor" aria-label="anchor" href="#prerequisites-10">
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://mlr3.mlr-org.com">mlr3</a></span><span class="op">)</span>               <span class="co"># unified interface to machine learning algorithms</span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://mlr3learners.mlr-org.com">mlr3learners</a></span><span class="op">)</span>       <span class="co"># most important machine learning algorithms</span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va">mlr3extralearners</span><span class="op">)</span>  <span class="co"># access to even more learning algorithms</span></span>
-<span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://mlr3proba.mlr-org.com">mlr3proba</a></span><span class="op">)</span>          <span class="co"># make probabilistic predictions, here only needed for mlr3extralearners::list_learners()</span></span>
+<span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://mlr3proba.mlr-org.com">mlr3proba</a></span><span class="op">)</span>          <span class="co"># here needed for mlr3extralearners::list_learners()</span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://mlr3spatiotempcv.mlr-org.com/">mlr3spatiotempcv</a></span><span class="op">)</span>   <span class="co"># spatiotemporal resampling strategies</span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://mlr3tuning.mlr-org.com">mlr3tuning</a></span><span class="op">)</span>         <span class="co"># hyperparameter tuning</span></span>
 <span><span class="kw"><a href="https://rdrr.io/r/base/library.html">library</a></span><span class="op">(</span><span class="va"><a href="https://mlr3viz.mlr-org.com">mlr3viz</a></span><span class="op">)</span>            <span class="co"># plotting functions for mlr3 objects</span></span>
@@ -885,7 +885,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/spatial-operations.html b/spatial-operations.html
@@ -1009,7 +1009,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/transport.html b/transport.html
@@ -863,7 +863,7 @@ <h2>Second Edition</h2>
 <footer class="bg-primary text-light mt-5"><div class="container"><div class="row">
 
   <div class="col-12 col-md-6 mt-3">
-    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-06.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2024-10-07.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">