Project AURIONAI Use-Cases Research & Innovation
Agriculture

Deforestation Baselines and Supply-Chain Monitoring (EUDR)

Satellite ML and vision transformers for forest baselines and monitoring: Natural Forests of the World 2020, Satelligence (unverified), SatSure EUDR product (unverified).

geospatial
1named models
33candidates
0deployments
0in Indonesia

Named Models

Google DeepMindNatural Forests of the World 2020 model (MTSViT)Google DeepMind, Google, World Resources Institute (WRI), IIASAReleasedNov 2025Runs onnot in the notesClassgeospatialNatural Forests of the World 2020 model (MTSViT)Model behind the 10 m Natural Forests of the World 2020 map (92.2% accuracy vs an independent global validation set) for EUDR deforestation baselines; 2026 maps with a Tree Crops class planned.Commercial use: not stated; Jakarta hosting: unknown; Indonesian support: not stated
Where this comes from
Models the research names for this use case. Research, with sources on each model record.

Who Runs It

No deployment is recorded for this use case.

Where this comes from
Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

MetaDINOv3 SAT-493M ViT-7BMeta, geospatialReleasedAug 2025open weightslast 18 monthsMetaDINOv3 SAT-493M ViT-L (distilled)Meta, geospatialReleasedAug 2025open weightslast 18 monthsIBMTerraMindIBM, European Space Agency (ESA), Julich (Forschungszentrum Julich), geospatialReleasedFeb 2025open weightsruns on edgeIBMTerraCodecIBM, geospatialReleased2025open weightsruns on edgeIBMPrithvi-EO-2.0 TINY-TLIBM, NASA, geospatialReleasedDec 2024open weightsruns on edgeAerospace Information Research Institute, Chinese Academy of Sciences (AIRCAS)RingMo-AgentAerospace Information Research Institute, Chinese Academy of Sciences (AIRCAS), geospatialReleasedJul 2025last 18 monthsAnt GroupSkySense V2Ant Group, geospatialReleasedJul 2025last 18 monthsGoogle DeepMindAlphaEarth Foundations (Satellite Embedding v1 Annual)Google DeepMind, geospatialReleasedJul 2025last 18 monthsAerospace Information Research Institute, Chinese Academy of Sciences (AIRCAS)RingMoEAerospace Information Research Institute, Chinese Academy of Sciences (AIRCAS), geospatialReleasedApr 2025last 18 monthsPolytechnic University of TurinMegaLocPolytechnic University of Turin, geospatialReleasedFeb 2025open weights

Showing 10 of 33. All models of this class

Where this comes from
Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Sources

  1. research.google/blog/separating-natural-forests-from-other-tr... https://research.google/blog/separating-natural-forests-from-other-tree-cover-with-ai-for-deforestation-free-supply-chains/
  2. Dutch agritech startup Satelligence gets $2.3 million to reform supply chains and protect biodiversity tech.eu https://tech.eu/2020/11/24/satelligence-funding/
  3. EUDR Compliance with Satellite Monitoring | SatSure - SatSure satsure.co https://www.satsure.co/?p=13432

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Deforestation Baselines and Supply-Chain Monitoring (EUDR)", https://aurion.semai.id/usecases/ag-deforestation-monitoring/, records of October 2026.