Catalog record · Risk Management
Stage as of source date not established · historical report, not live reconfirmation.
MapBiomas Alerta validated deforestation-event mapping
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
Analysts validate satellite alerts, use supervised Random Forest classification to refine cleared-area boundaries, and publish geospatial reports linked to territorial data.
- Reported stage
- Production
- Technology
- Machine Learning
- Business function
- Middle Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 26, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
Issuer describes an operational system covering alerts from January 2019 onward and the current validation/publication workflow. Status date not established.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
All alerts receive human validation and audit; raw automatic alerts are not treated as findings. Boundary simplification may alter final area by up to 5%. No causal estimate of credit-loss reduction or borrower risk is established. The platform expressly does not determine legality or responsibility. A parcel match is not borrower attribution; lending decisions need ownership, permits, context and independently verified risk rules.
Potential FS application · inferred
Inferred FS application: Agricultural-lending collateral monitoring and environmental due-diligence alerts.
Observed land-cover change can be matched to financed parcels or counterparties to trigger review.
Original industry: Environmental monitoring. Transfer limits: The platform expressly does not determine legality or responsibility. A parcel match is not borrower attribution; lending decisions need ownership, permits, context and independently verified risk rules.
Recorded dependencies
- Parcel identifiers
- Satellite imagery
- Trained geospatial analysts
Source register
- Perguntas Frequentesalerta.mapbiomas.org · opens in a new tab
MapBiomas Alerta · issuer · full-text · Publication date not recorded
Research lanes: public_scientific · Batch global-discovery-2026-10-26. Coverage and remaining gaps