Post-deforestation Land Use in the Tropics (PLUTo)

Post-deforestation Land Use in the Tropics (PLUTo) PLUTo is a dataset of post-deforestation land uses across the tropics. It consists of locations deforested between 2000 and 2020 with known post-deforestation land use. To identify deforestation, we use the Tropical Moist Forest (TMF) dataset. Contents 1. labels.csv Columns: 'driver' ground truth label 'sampleid' unique identifier of every sample 'country' which country the sample lies in 'geometry' the coordinates of the center of the sample; each sample is 1x1km 'split' whether sample was used for training or evaluation 2. tabular_data.csv Columns: 'sampleid' unique identifier of every sample ['pasture', 'forest plantation', 'soy', 'coffee', 'palm oil', 'mining', 'urban', 'cocoa', 'rubber', 'shifting agriculture', 'other'] processed and normalized values from the DeDuCE dataset ( https://zenodo.org/records/10633818 ) 3. deforestation_masks/ - one file for each sample named {sampleid}.tif - masks indicating which pixels were deforestated within each image patch 4. images/ - one folder for each sample named {sampleid} - contains 4 Sentinel-2 images covering the location - images are slightly larger than the patch size to account for occasional geometric artefacts around image edges; they should be cropped to the same area as deforestation masks