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Jakub NowosadIt’s been 8 months since I started my MSCA-PF fellowship 🇩🇪 Read the latest blog post for updates on research, collaborations, and life in Münster.URL: <a href="https://jakubnowosad.com/posts/2025-04-13-msca-bp2" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jakubnowosad.com/posts/2025-04-13-msca-bp2</a> <a href="https://fosstodon.org/tags/MSCA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MSCA</a> <a href="https://fosstodon.org/tags/SpatialML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SpatialML</a> <a href="https://fosstodon.org/tags/SpatialPatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SpatialPatterns</a> <a href="https://fosstodon.org/tags/GISchat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GISchat</a>

Jakub Nowosad🌌 Two blog posts about simulating spatial patterns with the kinetic Ising model.🌌 Part 1: <a href="https://buff.ly/3vbhvFJ" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3vbhvFJ</a> Part 2: <a href="https://buff.ly/3RNy1Ue" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3RNy1Ue</a><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a>

Jakub Nowosad🔥 The final blog post in my series on methods for comparing spatial patterns discusses its properties, applications, and extensions.🔥 Read it at <a href="https://buff.ly/40NozWQ" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/40NozWQ</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geospatial</a>

Jakub NowosadComparing spatial patterns blog post 5:↔️ categorical raster data for arbitrary regions using <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a>↔️ Read it at <a href="https://buff.ly/4fgfYR4" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/4fgfYR4</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geospatial</a>

Jakub NowosadComparing spatial patterns blog post 4:↔️ categorical raster data for overlapping regions using <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a>↔️ Read it at <a href="https://buff.ly/3NLNIJW" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3NLNIJW</a>.<a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geospatial</a>

Jakub NowosadComparing spatial patterns blog post 3:↔️ continuous raster data for arbitrary regions using <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a>↔️ Read it at <a href="https://buff.ly/48nkkU0" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/48nkkU0</a>.<a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geospatial</a>

Jakub NowosadComparing spatial patterns blog post 2:> continuous raster data for overlapping regions using <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <Read it at <a href="https://buff.ly/4dZAIem" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/4dZAIem</a>.<a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geospatial</a>

Jakub Nowosad🛰️ I just started publishing a blog post series on comparing spatial patterns in raster data.🛰️ Part one is about the motivation and the inventory of such methods.URL: <a href="https://buff.ly/3NnmIQX" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3NnmIQX</a><a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geospatial</a>

Jakub Nowosad🎥 My talk "Comparing spatial patterns in raster data using R" at <a href="https://fosstodon.org/tags/foss4ge2024" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foss4ge2024</a> in Tartu is now available online.🎥 You can watch it at <a href="https://buff.ly/3XkYong" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3XkYong</a>.<a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a>

Jakub Nowosad✨ The GeoPAT 2 software allows the segmentation/regionalization of large spatial raster data.✨ Now, thanks to D G Rossiter, it can now be installed on MacOS.You can find all of the instructions and other links at <a href="https://buff.ly/3LEzA4b" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3LEzA4b</a>. <a href="https://fosstodon.org/tags/sil" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sil</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gitchat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gitchat</a>

Jakub Nowosad🎆 I wrote a short paper inventorying existing methods for comparing spatial patterns in raster data and listing their <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> implementations 🎆 Read it at <a href="https://buff.ly/3W214FC" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3W214FC</a>Check examples at <a href="https://buff.ly/4cWhjLh" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/4cWhjLh</a><a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a>

Jakub Nowosad🛝 At <a href="https://buff.ly/3W3uwLp" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3W3uwLp</a> you can find the slides from my talk about comparing spatial patterns in raster data from the <a href="https://fosstodon.org/tags/foss4ge2024" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foss4ge2024</a> conference in Tartu, Estonia.🛝 <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a>

Jakub NowosadMy talk "Comparing spatial patterns in raster data using R" at <a href="https://fosstodon.org/tags/foss4ge2024" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foss4ge2024</a> in Tartu:📅 2024-07-04 🕥 10:30 local time (<a href="https://buff.ly/3zmUemm" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3zmUemm</a>) 📺 Watch live: <a href="https://buff.ly/3VPTTAh" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/3VPTTAh</a><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a>

Jakub Nowosad🔥 Thrilled to receive the MSCA Fellowship for my project, PRISM🔥 Over the next two years, I'll be based at the University of Münster, collaborating with Hanna Meyer to incorporate understanding of spatial patterns into machine learning algorithms. <a href="https://buff.ly/4aJEmaX" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://buff.ly/4aJEmaX</a> Looking forward to this experience (starting in August). <a href="https://fosstodon.org/tags/MSCAFellowship" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MSCAFellowship</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a>

Jakub Nowosad❔ Do you know of any <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> packages that can be used to compare two spatial rasters? Please let me know!❔ (I am working on a short paper on this topic -- I will share it in the future)<a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/foss4g" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foss4g</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a>

American NaturaliﬆSpatial patterns have been used for years to understand regime shifts in ecosystems - but not in coral reefs. Can spatial patterns predict regime shifts occurring in coral communities? Read this new article by Génin et al. ahead of print! <a href="https://www.journals.uchicago.edu/doi/10.1086/728117" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.journals.uchicago.edu/doi/10.1086/728117</a> <a href="https://ecoevo.social/tags/coralReefs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coralReefs</a> <a href="https://ecoevo.social/tags/regimeShifts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#regimeShifts</a> <a href="https://ecoevo.social/tags/spatialPatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialPatterns</a> <a href="https://ecoevo.social/tags/ecosystem" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ecosystem</a> <a href="https://ecoevo.social/tags/coral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coral</a>

Jakub Nowosad🎆 The version of 2.1 of the landscapemetrics package is now on CRAN.🎆 It brings some bug fixes and many speed improvements.<a href="https://cran.r-project.org/package=landscapemetrics" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://cran.r-project.org/package=landscapemetrics</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/landscapeecology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#landscapeecology</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a>

Jakub NowosadMy new blog post discusses the use of the motif R package to extract information about the composition and configuration of spatial patterns in categorical rasters. Read it at <a href="https://jakubnowosad.com/posts/2023-11-18-motif-bp7/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jakubnowosad.com/posts/2023-11-18-motif-bp7/</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/landscapeecology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#landscapeecology</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a>

Jakub NowosadMy recent talk "Analysis of Spatial Patterns: Current State and Future Challenges" presented at IIASA explores methods for quantification and exploration of spatial patterns.You can find the slides at <a href="https://jakubnowosad.com/iiasa2023/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://jakubnowosad.com/iiasa2023/</a>.<a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a> <a href="https://fosstodon.org/tags/spatialpatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialpatterns</a> <a href="https://fosstodon.org/tags/landscapeecology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#landscapeecology</a>

Ilya KashnitskyNon-survival to pension age in Denmark and Sweden: a sub-national investigationNew preprint: <a href="https://osf.io/y9ke4" rel="nofollow noopener noreferrer" target="_blank">https://osf.io/y9ke4</a>I construct full life tables for the small populations of 🇩🇰 municipalities, apply spatial clustering, and male survival at ages 50—65 to 🇸🇪Look at Copenhagen!<a href="https://fosstodon.org/tags/Demography" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Demography</a> <a href="https://fosstodon.org/tags/SmallArea" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SmallArea</a> <a href="https://fosstodon.org/tags/Municipalities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Municipalities</a> <a href="https://fosstodon.org/tags/Survival" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Survival</a> <a href="https://fosstodon.org/tags/Inequality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Inequality</a> <a href="https://fosstodon.org/tags/SpatialPatterns" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SpatialPatterns</a> <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://fosstodon.org/tags/rspatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rspatial</a>

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