Segment Anything Model Can Not Segment Anything - Assessing #AI #FoundationModel Generalizability In #Permafrost #Mapping
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doi.org/10.3390/rs16...
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#GIS #spatial #mapping #remotesensing #GeoAI #spatialanalysis #SAM #Arctic #warming #climatechange #landform #terrainmapping #EuroCrops #agriculture

In France we do have the LPIS for each year (even with a version only for organic plots):
geoservices.ign.fr/rpg

Don't know about Germany, but there is some data in EuroCrops:
github.com/maja601/Euro...

Alexandra Nicoleta Scarlat, Ioana Cristina Plajer, Alexandra Baicoianu: A Modelling and Evaluation Framework for EuroCrops-Driven Sentinel-2 Crop Segmentation https://arxiv.org/abs/2606.00676 https://arxiv.org/pdf/2606.00676 https://arxiv.org/html/2606.00676

We collected, with the help of all our project partners, as many as possible available IACS/GSA data. Building on the work of the EuroCrops project (eurocrops.tum.de/), we harmonized the land-use information, i.e., the crop codes, as well as the data structure.

meta-learning methods for crop type classification under real-world conditions. The corresponding code is publicly available at https://github.com/dida-do/eurocrops-meta-learning. [8/8 of https://arxiv.org/abs/2504.11022v1]