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  • This dataset was produced using Landsat 8 Operational Land Imager and Landsat 7 Enhanced Thematic Mapper Plus surface reflectance data spanning 2013–2018 and Spectral Mixture Analysis for the identification of patterns of forest loss for each year. High-resolution Planet Dove (3m) and RapidEye (5m) imagery were used to validate the forest loss map. Overall Accuracy obtained for the forest loss map was 96%. Publication: Google Earth Engine code: For more information on SERVIR, visit

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    The Sustainable Wetlands Adaptation and Mitigation Program (SWAMP - provides this global data set categorizing 10 types of wetlands. The Amazonian Intterfluvial region in Brazil contains the largest wetland area in the world. For a full documentation and downloading see: