What happened
MapBiomas compiles deforestation alerts, has analysts validate them on Planet images and refines each outline with a supervised Random Forest classifier. IBAMA, Brazil's federal environmental agency, used such alerts against Atlantic Forest clearing in southern Paraná. Its 2019 report on one clearing cites a MapBiomas alert that put the area at 40.86 ha. Agents walked the edge with GPS and measured 49.41 ha, and the report called the alert experimental. On 10 May 2021 the Court of Justice of Paraná kept an injunction that requires the defendants to let the 49.41 ha regrow. State prosecutors had sought it. In 2021 IBAMA staff combined multitemporal satellite analysis with a MapBiomas alert and issued a notice for destroying 17.40 ha. On 16 December 2024 the court upheld an order to repair that area and found no defect in the notice. The landowner had not defended the case at first instance. Neither decision examined the alerts, and neither rejected the satellite evidence.
Sources
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Court document, by authors with no tie to the system.
Tribunal de Justiça do Estado do Paraná (TJPR), 4ª Câmara Cível. Apelação Cível nº 0008151-91.2023.8.16.0174 (União da Vitória), Rel. Des. Astrid Maranhão de Carvalho Ruthes. Judgment of 16 December 2024. Appeal denied: the repair order was upheld.
Inexistência de vícios no auto de infração do IBAMA. Fundamentos da sentença que são lastreados nas provas documentais produzidas pelo órgão federal (incluindo diversas imagens comparativas). Sentença mantida.
a partir de realização de análise multitemporal de imagens por satélite e alerta do Mapbiomas, os servidores do IBAMA
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Court document, by authors with no tie to the system.
Tribunal de Justiça do Estado do Paraná (TJPR), 5ª Câmara Cível. Agravo de Instrumento nº 0066987-02.2020.8.16.0000 (Palmas), Rel. Des. Carlos Mansur Arida. Judgment of 10 May 2021, published 14 May 2021. Interlocutory appeal partly granted: the injunction was kept and limited to the 49.41 ha measured in the field.
Pelo alerta do MapBiomas (em anexo - doc 4856552), a área desmatada é de 40,86 ha, atingindo parte da reserva legal informada no CAR. Porém, inicialmente a medição a campo, feita com deslocamento pela borda da área desmatada com GPS e aferida pelas imagens de satélite, chegou a 49,41 ha
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Other, by the makers. Context or contrary evidence.
MapBiomas. Método MapBiomas Alerta (method page of the MapBiomas Alerta platform), Etapa 3: Refinamento nas imagens de alta e média resolução. Accessed 1 November 2026.
A geração do polígono refinado é feita com uso de um algoritmo de classificação supervisionada (Random Forest), que é processado na plataforma Google Earth Engine por meio do Workspace (aplicativo de processamento desenvolvido pelo MapBiomas).
Details
AI system
- Workflow
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IBAMA staff used MapBiomas alerts with multitemporal satellite analysis to find clearings. Agents measured one clearing in the field with GPS and corrected the area in their notice. State prosecutors sought injunctions and repair orders on IBAMA's findings.
Follow-up
- Conditions for replication
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Field measurement must confirm the area, since one alert understated a clearing. Courts must accept IBAMA's notices and comparative satellite images as proof of the damage.
Entry details
- Sector
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Environmental enforcement: Atlantic Forest clearing.
- Purpose
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MapBiomas built MapBiomas Alerta to compile, validate and refine deforestation alerts from detection systems across Brazil and to publish each confirmed clearing with a report.
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Cite this record
Peter H. Vartanian. (2026). Paraná court backs two IBAMA forest cases that used MapBiomas Alerta (AIBD-1138). Artificial Intelligence Benefits Database, edition of 1 November 2026. https://petervartanian.xyz/aibd/records/AIBD-1138.html (archived at https://doi.org/10.7910/DVN/AADSII, version 7.0)