From the Landsat mosaics, the classifications that result in land cover and land use maps are carried out for each year. Within the logic proposed by MapBiomas the maps will be updated every time there is an improvement in the classification algorithms. The classification methodology is dynamic and procedural, with the purpose of improving the classification of each typology.
Os mapas das coleções mais atuais do MapBiomas podem ser acessados de quatro formas:
1. browsing on line through the MapBiomas dashboard:
✓2. Download por estado, bioma, município e qualquer outra geometria desejada por meio dos Toolkits preparados no Google Earth Engine (GEE).
✓This tool has the advantage of exporting both the map and area statistics for the selected geometries and periods. Access the tutorial video to learn how to use the toolkit. Instructions are also available on Github. The following data are currently available:
3. acessar o data asset on Google Earth Engine: ID:
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- Land cover and use, Transition, Deforestation and Secondary Vegetation and Secondary Vegetatiton Age (Collection 9)
projects/mapbiomas-public/assets/brazil/lulc/collection9/mapbiomas_collection90_integration_v1 (veja exemplo de código no GEE)
projects/mapbiomas-public/assets/brazil/lulc/collection9/mapbiomas_collection90_transitions_v1
projects/mapbiomas-public/assets/brazil/lulc/collection9/mapbiomas_collection90_deforestation_secondary_vegetation_v1
projects/mapbiomas-public/assets/brazil/lulc/collection9/mapbiomas_collection90_secondary_vegetation_age_v1
- Irrigation (Collection 9)
projects/mapbiomas-public/assets/brazil/lulc/collection9/mapbiomas_collection90_irrigated_agriculture_v1
- Mining (Industrial, Mining, and Main Mineral Substance) (Collection 9)
projects/mapbiomas-public/assets/brazil/lulc/collection9/mapbiomas_collection90_mined_substance_v1
- Pasture Vigor (Collection 9)
projects/mapbiomas-public/assets/brazil/lulc/collection9/mapbiomas_collection90_pasture_quality_v1
- Water cover and frequency (collection 2)
projects/mapbiomas-workspace/public/collection8/mapbiomas_water_collection2_annual_water_coverage_v1
projects/mapbiomas-workspace/public/collection8/mapbiomas_water_collection2_water_frequency_v1
- Annual and cumulative burned area and cover (collection 3)
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_annual_burned_v1
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_annual_burned_coverage_v1
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_accumulated_burned_v1
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_accumulated_burned_coverage_v1
- Monthly burned area (collection 3)
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_monthly_burned_v1
- Annual Burned Area by Scar Size, Frequency, and Last Fire Year (collection 3)
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_annual_burned_scar_size_range_v1
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_fire_frequency_v1
projects/mapbiomas-public/assets/brazil/fire/collection3/mapbiomas_fire_collection3_year_last_fire_v1
- Monthly burned area (Fire Monitor)
projects/mapbiomas-public/assets/brazil/fire/monitor/mapbiomas_fire_monthly_burned_v1
- Cover and use 10 meters (beta collection)
projects/mapbiomas-public/assets/brazil/lulc/collection_S2_beta/collection_LULC_S2_beta (veja exemplo de código no GEE)
- Soil (coleção beta) por kg/m2 ou t/ha
projects/mapbiomas-public/assets/brazil/lulc/SOLOS/PRODUTOS_BETA/soil_organic_carbon-0_30_cm_t_ha-beta_2_1
projects/mapbiomas-public/assets/brazil/lulc//collection7_1/mapbiomas_soil_collection1_carbon_coverage_v14. Download direto de todo o Brasil em formato GeoTiff (um mapa para cada ano). Para os demais anos basta trocar o ano no link
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- Cobertura e Uso da Terra (Coleção 9) :
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_9/lclu/coverage/brasil_coverage_2023.tif
- Irrigação (coleção 9) (em processamento)
- Mineração (Industrial, Garimpo e Substância mineral princial) (coleção 9) (em processamento)
- Vigor da Pastagem (coleção 9) (em processamento)
- Annual and Accumulated Burned Area and Coverage (Collection 3)
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_annual/annual_burned-2023.tif
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_annual_coverage/annual_burned_coverage_2023.tif
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_accumulated/accumulated_burned_1985_2023.tif
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_accumulated_coverage/accumulated_burned_coverage_1985_2023.tif
- Monthly Burned Area (Collection 3)
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_monthly/monthly_burned-2023.tif
- Annual Burned Area by Scar Size, Frequency, and Last Fire Year (Collection 3)
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_size/annual_burned_scar_size_range_2023.tif
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_last/year_last_fire_2023.tif
https://storage.googleapis.com/mapbiomas-public/initiatives/brasil/collection_8/fire-col3/fire-simplifed/fire_frequency/frequency_burned-1985_2023.tif
- Coverage and Use 10 Meters (Beta Collection)
https://storage.googleapis.com/mapbiomas-public/brasil/sentinel/lclu/coverage/brasil_sentinel_coverage_2022.tif
- Solo (coleção beta) por (kg/m2 * 100 + ID uso e cobertura)
https://storage.googleapis.com/mapbiomas-public/brasil/soil/soil_total_carbon_2021.tif