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A compliance-grade plot monitoring corpus for global agricultural supply chains: supplier plot geodata ingested or newly mapped in-platform, run through real-time geodata quality assurance against EUDR geolocation standards (the vendor notes many client datasets require cleaning before submission, so it accumulates a labelled set of failing versus conformant farm geometries), then monitored at 10 by 10 metre resolution with monthly updates fusing optical and radar satellite data so results are cloud- and fog-independent. Monitoring output combines open satellite data with proprietary machine-learning models explicitly tuned to suppress the false positives that plague public alert datasets, and is expressed as deforestation risk plus social and human-rights risk aligned to EU articles 9 to 11, emitting official GeoJSON due diligence statements for the EU TRACES system - with the vendor able to file as the importer's authorised representative under article 6. A sibling carbon MRV product and an Amazonian natural-rubber case study indicate Brazilian plot coverage and biomass/MRV layers on the same plot base.
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