2026-09-26T03:20:48Z https://njump.me Jakub Nowosad https://njump.me/npub1rhfrhgdxl77me9mpm8n6p2lfe23qtf964vsujqzrt7hgq23na35svv9ku4 https://cdn.fosstodon.org/accounts/avatars/109/274/380/287/030/042/original/bb328faf6c4d86fc.png https://cdn.fosstodon.org/accounts/avatars/109/274/380/287/030/042/original/bb328faf6c4d86fc.png https://njump.me/nevent1qqsdn2snzhajcmu30gq4l7nkrj48hhe5lqcst0mefq8me5mdfsrm7tqzyqwaywap5mlmm0yhv8v70g9ta892ypdyh24jrjgqgd06aqp2x0kxjhqjug7 What are the key challenges when using machine learning for spatial prediction?<br/><br/>In a new blog post, I summarize our recent paper, where we discuss spatial dependence, validation, sampling, uncertainty, applicability, and reproducibility in spatial ML.<br/><br/><a href="https://jakubnowosad.com/posts/2026-09-08-erdkunde/">https://jakubnowosad.com/posts/2026-09-08-erdkunde/</a><br/><br/>#SpatialML #GISchat<br/> <img src="https://cdn.fosstodon.org/media_attachments/files/117/235/785/227/176/591/original/ff0ae7b12510287a.png"> <br/> 2026-09-08T14:01:58Z https://njump.me/nevent1qqs0wd7jk7542m8k0ylqaqdh9t7pd5rp46p2lj56udd2fvaz7qpu7vqzyqwaywap5mlmm0yhv8v70g9ta892ypdyh24jrjgqgd06aqp2x0kxjl67zj0 🚧 We&#39;re proposing a new section &#34;Machine Learning of Spatial Data&#34; for the #rstats CRAN Task View: Analysis of Spatial Data.<br/><br/><a href="https://github.com/cran-task-views/Spatial/pull/89">https://github.com/cran-task-views/Spatial/pull/89</a> <br/><br/>Feedback is welcome -- are we missing key packages or ideas?<br/><br/>Feel free to reply or DM. <br/><br/>#spatial #MachineLearning #gischat<br/> <img src="https://cdn.fosstodon.org/media_attachments/files/114/302/701/578/243/499/original/4aea8533830a1143.png"> <br/> 2025-04-08T14:00:15Z https://njump.me/nevent1qqs8eur439krhnwvq2mwjvjhkxmxr3wft3a6ds5uqjs082hlxqhsg9qzyqwaywap5mlmm0yhv8v70g9ta892ypdyh24jrjgqgd06aqp2x0kxjlh2seq In reply to <a href='/nevent1qqsy5ysew5vfuy2v2cqwy98rp464sstxdpsfv7z2r49shpyrzvxrmacnjx0yf'>nevent1q…x0yf</a><br/>_________________________<br/><br/>Confirmed. The spatial cran task view is always happy to get new contributors -- <a href="https://github.com/cran-task-views/Spatial">https://github.com/cran-task-views/Spatial</a>. 2024-08-07T12:32:07Z