AI RESEARCH
The first global agricultural field boundary map at 10m resolution
arXiv CS.LG
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ArXi:2605.11055v1 Announce Type: cross The agricultural field is the natural unit at which crops are planted, managed, regulated, and reported, yet most global remote-sensing products for agriculture are only available at the pixel level. While some high-quality field-level data products exist, they come from parcel registries covering only parts of Europe or from ML-derived products for individual countries. No openly available, globally consistent map of agricultural field boundaries exists to date.