Land use and land cover classification in the Brazilian Cerrado biome using Brazil Data Cube

Description

This knowledge package organizes and describes the data and the computational resources necessary to reproduce the methodology described in "Earth Observation Data Cubes for Brazil: Requirements, Methodology and Products" (DOI: 10.3390/rs12244033). This application uses Machine Learning and Satellite Image Time Series (SITS) to generate Land Use and Lan Cover (LULC) maps. The application creates distinct maps from EO data cubes of CBERS-4/AWFI, Landsat-8/OLI, and Sentinel-2/MSI. The study area is located in the Bahia state, Brazil, between the Cerrado and Caatinga biomes.

The User's Guide and Introductory Video give an overview of the application, besides some directions on how to reproduce and reuse it.

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