Downstream tasks

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  • Tracking forest restoration in Brazil Through re.green, we have access to about ~300 field plots with repeat LiDAR, ALS, and plot data. Felipe Begliomini.
  • Crop segmentation Pastis dataset from France. (Validation or Downstream task?)
  • Land classification from natural forest, shrubland and grassland ground truth datasets David Coomes will make enquiries about access to these from a global consortium of field plot owners that we can compare with representations.
  • Urban Mapping Urban mapping is interesting as it could help us explore the wild/urban divide where a lot of expansion is happening (see article in Nature, 2023). Anil, Andres, and Ronita are looking into urban classification datasets.