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Krzysztof DybaAre you interested in acquiring and processing remote sensing data in R? You must check out these packages!<a href="https://cran.r-project.org/web/views/Spatial.html#remote-sensing" rel="nofollow noopener" translate="no" target="_blank">https://cran.r-project.org/web/views/Spatial.html#remote-sensing</a><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#remotesensing</a>

Jakub NowosadChapter 16: Summary & Future of Geocomputation 🚀📖What’s next? 📌 This final chapter reflects on key themes, gaps, and the future of geocomputation. Crucially, learn how to contribute to open-source spatial communities!🔗 <a href="https://r.geocompx.org/conclusion" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/conclusion</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

Jakub NowosadCheck out "Scaling the r-spatial ecosystem" by Dewey Dunnington 🌍📦 An exploration of how R’s spatial tools can be used for big(ger) data.Video: <a href="https://youtu.be/tjNEoIYr_ag?feature=shared" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/tjNEoIYr_ag?feature=shared</a> Slides: <a href="https://dewey.dunnington.ca/slides/rspatial2025" rel="nofollow noopener" translate="no" target="_blank">https://dewey.dunnington.ca/slides/rspatial2025</a><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://fosstodon.org/tags/SpatialData" class="mention hashtag" rel="nofollow noopener" target="_blank">#SpatialData</a>

Jakub NowosadChapter 15: Ecological Modeling & Geocomputation 🌱🗺️Modeling the floristic gradient to reveal distinctive vegetation belts! 📌 Learn spatial modeling techniques with random forests & hyperparameter tuning to analyze ecological data in R.🔗 <a href="https://r.geocompx.org/eco" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/eco</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

Hugh Graham{vrtility} now has fancy cloud masking! Check out the vignette here: <a href="https://permian-global-research.github.io/vrtility/articles/OmniCloudMask.html" rel="nofollow noopener" translate="no" target="_blank">https://permian-global-research.github.io/vrtility/articles/OmniCloudMask.html</a> Check out the improvement of a median composite when using CloudOmniMask! The ability to have image processing - included directly in a file format still blows my mind a bit! woop for VRT pixel functions!<a href="https://fosstodon.org/tags/gdal" class="mention hashtag" rel="nofollow noopener" target="_blank">#gdal</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a>

Jakub NowosadNew R package: rgeomorphon 📦 by Andrew Brown Classifies terrain forms using a parallel C++ implementation of the geomorphon algorithm.🔗 <a href="https://github.com/brownag/rgeomorphon" rel="nofollow noopener" translate="no" target="_blank">https://github.com/brownag/rgeomorphon</a><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://fosstodon.org/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#GIS</a> <a href="https://fosstodon.org/tags/TerrainAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#TerrainAnalysis</a> <a href="https://fosstodon.org/tags/RemoteSensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#RemoteSensing</a> <a href="https://fosstodon.org/tags/RSpatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#RSpatial</a>

Jakub NowosadChapter 14: Geomarketing & Location Analysis 🏪📍Where should you open a bike shop? 📌 Learn how to use census & OpenStreetMap data for spatial decision-making in geomarketing & site selection.🔗 <a href="https://r.geocompx.org/location" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/location</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

Jakub NowosadHave you read Geocomputation with R?📘 If you found it helpful, we’d really appreciate a quick review — it helps others find the book too! Goodreads: <a href="https://www.goodreads.com/book/show/214736719-geocomputation-with-r" rel="nofollow noopener" translate="no" target="_blank">https://www.goodreads.com/book/show/214736719-geocomputation-with-r</a> Amazon: <a href="https://www.amazon.com/dp/1032248882" rel="nofollow noopener" translate="no" target="_blank">https://www.amazon.com/dp/1032248882</a> Book: <a href="https://r.geocompx.org/" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/</a><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/gis" class="mention hashtag" rel="nofollow noopener" target="_blank">#gis</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a>

Jakub NowosadChapter 13: Transport Systems Analysis 🚶🚴🚌Model transport networks! 📌 Analyze travel patterns, desire lines, routes, and accessibility using open data and reproducible geospatial workflows in R.🔗 <a href="https://r.geocompx.org/transport" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/transport</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

Jakub Nowosad🌲 New R package: forestdata makes it easy to download forestry and land cover data from multiple sources (Copernicus, ESRI, EU-Trees4F, and more). Supports sf, SpatRaster, and tidy outputs.Explore it here: <a href="https://cidree.github.io/forestdata/" rel="nofollow noopener" translate="no" target="_blank">https://cidree.github.io/forestdata/</a><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/forestry" class="mention hashtag" rel="nofollow noopener" target="_blank">#forestry</a> <a href="https://fosstodon.org/tags/landcover" class="mention hashtag" rel="nofollow noopener" target="_blank">#landcover</a>

Jakub NowosadChapter 12: Spatial Statistical Learning 📊🌍Boost your spatial models! 📌 Learn about spatial autocorrelation, cross-validation, and machine learning with `mlr3`, using a real-world landslide prediction case study.🔗 <a href="https://r.geocompx.org/spatial-cv" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/spatial-cv</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

Jakub NowosadNew R package alert: 📦 mbg for model-based geostatisticsRun spatial ML & geostatistical models to estimate continuous surfaces from point data + raster covariates.Built on sf, terra, data.table, caret, and R-INLA.<a href="https://cran.r-project.org/package=mbg" rel="nofollow noopener" translate="no" target="_blank">https://cran.r-project.org/package=mbg</a><a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/geostatistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#geostatistics</a>

Jakub Nowosad🚨 Final part of our Spatial ML with R series ! 🚨We explore spatial cross-validation with sperrorest & blockCV — tools outside the usual ML frameworks 📦 URL: <a href="https://geocompx.org/post/2025/sml-bp6/" rel="nofollow noopener" translate="no" target="_blank">https://geocompx.org/post/2025/sml-bp6/</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/SpatialML" class="mention hashtag" rel="nofollow noopener" target="_blank">#SpatialML</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a>

Hugh GrahamOkay - further to my early rants about CDSE data, it aint as bad as I thought 😅 it also prompted me to properly sort out my approach to scaling/offsets which had been driving me mad! So if anyone cares for another way to download data from CDSE, with <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> / <a href="https://fosstodon.org/tags/gdal" class="mention hashtag" rel="nofollow noopener" target="_blank">#gdal</a> I made a gist:<a href="https://gist.github.com/h-a-graham/86cd3403445cf163ce958efa2d29c621" rel="nofollow noopener" translate="no" target="_blank">https://gist.github.com/h-a-graham/86cd3403445cf163ce958efa2d29c621</a>There are still some improvements to be made for sure. FYI <a href="https://fosstodon.org/@Micha_Silver" class="u-url mention" rel="nofollow noopener" target="_blank">@Micha_Silver</a>

Jakub NowosadChapter 11: Writing Geoalgorithms 💻🧩🔁Focuses on developing reusable and reproducible code for spatial tasks in R. Demonstrates algorithm design using examples like calculating polygon centroids.🔗 <a href="https://r.geocompx.org/algorithms" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/algorithms</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

Alex Quevedo📢 ¡Nueva edición del libro Usa R como Sistema de Información Geográfica! 🌍Me da mucho gusto compartir que ya está disponible la nueva edición de este libro, escrito originalmente por Jean-François Mas, y que en esta versión suma a nuevos colaboradores y colaboradoras, ampliándose con capítulos adicionales y casos de uso aplicados.📥 Puedes descargarlo gratuitamente en formato digital aquí: 🔗 <a href="https://u.pcloud.link/publink/show?code=XZs74u5ZSy6RJH0Oj6kLUd43oBlXz0lUcX1V" rel="nofollow noopener" translate="no" target="_blank">https://u.pcloud.link/publink/show?code=XZs74u5ZSy6RJH0Oj6kLUd43oBlXz0lUcX1V</a><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/rspatial_es" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial_es</a>

Timothée GiraudThe first major version of {mapsf} has arrived on CRAN!mapsf is a thematic mapping R package. Its goal is to be simple and lightweight while offering all the necessary features to create beautiful statistical maps.This release includes a revamped theming system, an updated cheat sheet and improved PNG and SVG exports and solves some long-lasting display bugs. More details in this blog post: <a href="https://rcarto.github.io/posts/mapsf_v1.0.0" rel="nofollow noopener" translate="no" target="_blank">https://rcarto.github.io/posts/mapsf_v1.0.0</a>New website: <a href="https://riatelab.github.io/mapsf" rel="nofollow noopener" translate="no" target="_blank">https://riatelab.github.io/mapsf</a><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/GISChat" class="mention hashtag" rel="nofollow noopener" target="_blank">#GISChat</a>

Jakub Nowosad🪡 A heads-up about the Geocomputation with R book: some copies were mistakenly printed in black & white instead of full color. If you received one, please contact me or the publisher for a replacement. A new, correct copy will be sent to you!Publisher: <a href="https://www.routledge.com/contacts/customer-service" rel="nofollow noopener" translate="no" target="_blank">https://www.routledge.com/contacts/customer-service</a><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

Olivier LeroyI finally manage to watch <a href="https://fosstodon.org/@paleolimbot" class="u-url mention" rel="nofollow noopener" target="_blank">@paleolimbot</a> presentation at <a href="https://fosstodon.org/@RConsortium" class="u-url mention" rel="nofollow noopener" target="_blank">@RConsortium</a> on "scaling the <a href="https://fosstodon.org/tags/Rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rspatial</a> ecosystem" ! <a href="https://www.youtube.com/watch?v=tjNEoIYr_ag" rel="nofollow noopener" translate="no" target="_blank">https://www.youtube.com/watch?v=tjNEoIYr_ag</a>Quick subjective key points:- Use the database Luke and learn a bit SQL (I was already converted)- the diversity of R packages to do some workflows also represent the diversity of standards (s.f.) and steps to reach similar results - wkt_filter seems very nice (I was using "query" and GDAL/SQL instead)<a href="https://fosstodon.org/tags/GISChat" class="mention hashtag" rel="nofollow noopener" target="_blank">#GISChat</a> <a href="https://fosstodon.org/tags/Rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rstats</a>

Jakub NowosadChapter 10: Bridges to GIS Tools 🌉🛠️📦Shows how to connect R with external GIS tools like QGIS, GRASS, and SAGA. Also includes guidance on working with GDAL, spatial databases, and cloud-based services.🔗 <a href="https://r.geocompx.org/gis" rel="nofollow noopener" translate="no" target="_blank">https://r.geocompx.org/gis</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/geocompx" class="mention hashtag" rel="nofollow noopener" target="_blank">#geocompx</a>

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