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UFFDA
Field boundary● In map2024 + 2025

Fields of The World Global — predicted field boundaries

Machine-learning-predicted field boundaries for 241 countries — the Global edition (India ~20%, Africa ~40% of coverage). Distinct from the curated Benchmark edition.

What this is

FTW publishes two distinct datasets — don't conflate them. The Benchmark edition is ~1.63M curated, human-verified polygons (Europe-heavy, used for model training). The Global edition is ML-predicted field boundaries across 241 countries: India (~20% of coverage), Africa (~40%), and the rest of the world. The Global dataset is what UFFDA serves via PMTiles. Record count: FTW's own documentation reports roughly 8.2 billion rows total across all prediction labels in the Global release; how many of those are field polygons specifically (versus other label types) hasn't been independently confirmed. UFFDA points its map at the published per-year PMTiles (2024 and 2025 epochs), no re-tiling required.

Why we surface it

FTW is what brings the rest of the world into UFFDA's map. Once a place has field boundaries, every layer with global coverage — soil, weather, imagery — has fields to join against.

What you can do with it

Shown for commercial use. Personal, research, and nonprofit use is often more permissive — switch the verdict lens on the catalog.

Internal / individual use
Free to use for any purpose, including commercial and AI training. Nothing's triggered until you share it.
Redistribute the data
Fine to use and redistribute, including commercially. One string attached: credit the original source wherever it shows up.
Republish a derivative
Build on it and republish freely, commercial or not. You must credit the original source in what you ship.
Build into a private product
Fine to build into a closed or commercial product. Attribution is still owed wherever the data is actually exposed to users.

This decoder is a starting point, not legal advice. For commercial deployment, run the actual license terms past someone who reads them for a living.

Schema · Sample · Citation

No schema, sample, or citation on file for this one yet.

Related — same domain