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diff --git a/01-introduction.md b/01-introduction.md
@@ -340,7 +340,7 @@ Most importantly, these changes forced the replacement of `proj4string` to `WKT`
 Since 2018, the progress of spatial visualization tools in R has been related to a few factors.
 Firstly, new types of spatial plots were developed, including the **rayshader** package offering a combination of raytracing and multiple hill-shading methods to produce 2D and 3D data visualizations [@morganwall_rayshader_2021].
 \index{ggplot2 (package)}
-Secondly, **ggplot2** gained new spatial capabilities, mostly thanks to the **ggspatial** package that adds some spatial vizualization elements, including scale bars and north arrows [@dunnington_ggspatial_2021] and **gganimate** that enables smooth and customizable spatial animations [@pedersen_gganimate_2020].
+Secondly, **ggplot2** gained new spatial capabilities, mostly thanks to the **ggspatial** package that adds some spatial visualization elements, including scale bars and north arrows [@dunnington_ggspatial_2021] and **gganimate** that enables smooth and customizable spatial animations [@pedersen_gganimate_2020].
 Thirdly, performance of visualizing large spatial dataset was improved.
 This especially relates to automatic plotting of downscaled rasters in **tmap** and the possibility of using high-performance interactive rendering platforms in the **mapview** package, such as `"leafgl"` and `"mapdeck"`.
 Lastly, some of the existing mapping tools have been rewritten to minimize dependencies, improve user interface, or allow for easier creation of extensions.

diff --git a/404.html b/404.html
@@ -112,7 +112,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/adv-map.html b/adv-map.html
@@ -1244,7 +1244,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/algorithms.html b/algorithms.html
@@ -500,7 +500,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/attr.html b/attr.html
@@ -808,7 +808,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/conclusion.html b/conclusion.html
@@ -337,7 +337,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/eco.html b/eco.html
@@ -609,7 +609,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/foreword-1st-edition.html b/foreword-1st-edition.html
@@ -140,7 +140,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/geometric-operations.html b/geometric-operations.html
@@ -1032,7 +1032,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/gis.html b/gis.html
@@ -821,7 +821,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/index.html b/index.html
@@ -102,7 +102,7 @@ <h1>Welcome<a class="anchor" aria-label="anchor" href="#welcome"><i class="fas f
 The online version of the book is hosted at <a href="https://geocompr.robinlovelace.net">geocompr.robinlovelace.net</a> and kept up-to-date by <a href="https://github.com/Robinlovelace/geocompr/actions">GitHub Actions</a>.
 Its current ‘build status’ as follows:</p>
 <p><a href="https://github.com/Robinlovelace/geocompr/actions"><img src="https://github.com/Robinlovelace/geocompr/workflows/Render/badge.svg" alt="Actions"></a></p>
-<p>This version of the book was built on GH Actions on 2022-02-05.</p>
+<p>This version of the book was built on GH Actions on 2022-02-06.</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 work is licensed 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>
 <div id="how-to-contribute" class="section level2 unnumbered">
 <h2>How to contribute?<a class="anchor" aria-label="anchor" href="#how-to-contribute"><i class="fas fa-link"></i></a>
@@ -206,7 +206,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</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: '2022-02-05'
+date: '2022-02-06'
 site: bookdown::bookdown_site
 output: bookdown::bs4_book
 documentclass: krantz
@@ -38,7 +38,7 @@ Its current 'build status' as follows:
 
 [![Actions](https://github.com/Robinlovelace/geocompr/workflows/Render/badge.svg)](https://github.com/Robinlovelace/geocompr/actions)
 
-This version of the book was built on GH Actions on 2022-02-05.
+This version of the book was built on GH Actions on 2022-02-06.
 
 <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 work is licensed 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
@@ -433,7 +433,7 @@ <h2>
 Since 2018, the progress of spatial visualization tools in R has been related to a few factors.
 Firstly, new types of spatial plots were developed, including the <strong>rayshader</strong> package offering a combination of raytracing and multiple hill-shading methods to produce 2D and 3D data visualizations <span class="citation">(<a href="references.html#ref-morganwall_rayshader_2021" role="doc-biblioref">Morgan-Wall 2021</a>)</span>.
 
-Secondly, <strong>ggplot2</strong> gained new spatial capabilities, mostly thanks to the <strong>ggspatial</strong> package that adds some spatial vizualization elements, including scale bars and north arrows <span class="citation">(<a href="references.html#ref-dunnington_ggspatial_2021" role="doc-biblioref">Dunnington 2021</a>)</span> and <strong>gganimate</strong> that enables smooth and customizable spatial animations <span class="citation">(<a href="references.html#ref-pedersen_gganimate_2020" role="doc-biblioref">Pedersen and Robinson 2020</a>)</span>.
+Secondly, <strong>ggplot2</strong> gained new spatial capabilities, mostly thanks to the <strong>ggspatial</strong> package that adds some spatial visualization elements, including scale bars and north arrows <span class="citation">(<a href="references.html#ref-dunnington_ggspatial_2021" role="doc-biblioref">Dunnington 2021</a>)</span> and <strong>gganimate</strong> that enables smooth and customizable spatial animations <span class="citation">(<a href="references.html#ref-pedersen_gganimate_2020" role="doc-biblioref">Pedersen and Robinson 2020</a>)</span>.
 Thirdly, performance of visualizing large spatial dataset was improved.
 This especially relates to automatic plotting of downscaled rasters in <strong>tmap</strong> and the possibility of using high-performance interactive rendering platforms in the <strong>mapview</strong> package, such as <code>"leafgl"</code> and <code>"mapdeck"</code>.
 Lastly, some of the existing mapping tools have been rewritten to minimize dependencies, improve user interface, or allow for easier creation of extensions.
@@ -505,7 +505,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/location.html b/location.html
@@ -637,7 +637,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/preface.html b/preface.html
@@ -219,7 +219,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/raster-vector.html b/raster-vector.html
@@ -480,7 +480,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/read-write.html b/read-write.html
@@ -1190,7 +1190,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/references.html b/references.html
@@ -831,7 +831,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
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diff --git a/reproj-geo-data.html b/reproj-geo-data.html
@@ -899,7 +899,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
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diff --git a/search.json b/search.json
diff --git a/spatial-class.html b/spatial-class.html
@@ -1231,7 +1231,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
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diff --git a/spatial-cv.html b/spatial-cv.html
@@ -987,7 +987,7 @@ <h2>Note: Second Edition is under construction 🏗</h2>
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   <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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">

diff --git a/spatial-operations.html b/spatial-operations.html
@@ -995,7 +995,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
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diff --git a/transport.html b/transport.html
@@ -702,7 +702,7 @@ <h2>Note: Second Edition is under construction 🏗</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 2022-02-05.</p>
+    <p>"<strong>Geocomputation with R</strong>" was written by Robin Lovelace, Jakub Nowosad, Jannes Muenchow. It was last built on 2022-02-06.</p>
   </div>
 
   <div class="col-12 col-md-6 mt-3">