Computational geographer. Associate Professor at AMU, Poznan, Poland. Co-author of http://r.geocompx.org, http://py.geocompx.org, and https://tmap.geocompx.org books […]
🌉 bridged from ⁂ https://fosstodon.org/@nowosad, follow @ap.brid.gy to interact
Jakub Nowosad
🌍 New paper on key challenges in spatial machine learning!
We discuss six major topics shaping the field: model validation, performance metrics, uncertainty quantification, algorithmic diversity, software implementation, and modeling protocols. The paper […]
[Original post on fosstodon.org]
🌍 New paper on key challenges in spatial machine learning!
We discuss six major topics shaping the field: model validation, performance metrics, uncertainty quantification, algorithmic diversity, software implementation, and modeling protocols. The paper […]
[Original post on fosstodon.org]
Jakub Nowosad
Jakub Nowosad
📄 New our preprint: Moving Beyond Spatial and Random Cross-Validation in Environmental Modelling: A Call for Prediction-Domain Adaptive Evaluation
https://arxiv.org/abs/2605.13689v1
#SpatialStats #Ecology #MachineLearning
⏰️ Reminder: submission deadline for the Spatial Data Science Award is soon (May 31).
If you’re planning to nominate people contributing to geospatial open science, OSS development, and community building, now is the time to submit […]
[Original post on fosstodon.org]
Jakub Nowosad
📄 New(-ish) post by David O’Sullivan
A clear, hands-on exploration of the Modifiable Areal Unit Problem using simulation and R, showing how scale and aggregation can reshape spatial patterns and interpretation […]
[Original post on fosstodon.org]
Jakub Nowosad
Jakub Nowosad
🛍️ The geocompx project now has a shop!
You can support the project and grab a geocompx t-shirt or mug, spreading open-source spatial data science across R, Python, Julia, and beyond.
https://geocompx.tpopsite.com/
#geocompx #FOSS4G #GIS #OpenScience
⏰ Early-bird registration ends 31 May for the #EOSummerSchool2026 in Istanbul!
A week of hands-on training in Earth Observation data science (Python, R, Julia), 17–21 Aug.
https://pretix.eu/opengeohubfoundation/EOSummerSchool2026/
#EarthObservation #RSpatial #GISchat
🌍 Calling R, geospatial & Earth Observation enthusiasts!
Take on the R-for-eaRth Data Challenge: methane emission estimation from Sentinel-2 data.
Deadline: June 30, 2026
Url: https://github.com/CredibleAI/R-for-eaRth
#RStats #RSpatial #EarthObservation #OpenScience
📍 I’ll be at GeoAI 2026 in Ghent (3–6 June)
Looking forward to meeting people working on geospatial analysis and Earth observation -- happy to connect and chat in person.
https://geoaiconference.org/
#GeoAI #MachineLearning #rspatial
Jakub Nowosad
Jakub Nowosad
Jakub Nowosad
Jakub Nowosad
📍 The David G. Rossiter spatial analysis resources page has moved and hosts a wide set of tutorials and examples on soil geography and geospatial data science.
https://swampstomper.nl/professional/#
#spatialanalysis #gischat #rstats #rspatial
