Published November 14, 2025 | Version v13
Dataset Restricted

SDM Benchmark

  • 1. EDMO icon Ecole Polytechnique Fédérale de Lausanne
  • 2. ROR icon University of Zurich

Description

targets.zip                    # ML-ready targets from sPlotOpen and gbif POWO

predictors.zip               # ML-ready predictors for sPlotOpen, gbif POWO, and random background points

gbif_powo_indices_XXX.npy              # Indices to subsample the targets from gbif POWO

# PO 
gbif_thinned_powo.csv              # PO: cleaned using POWO ranges
gbif_thinned_iucn.csv              # PO: cleaned using IUCN ranges

# PA
splotopen.csv              # PA data from sPlotOpen

# Range maps
├── IUCN/
│   ├── original/                      # Original IUCN range maps
│   └── per_species_polygons.zip      # Filtered, species-specific polygons

├── POWO/
│   ├── per_species_polygons.zip      # Filtered species range maps based on POWO
│   └── (...)                        

└── WGSRPD/
    ├── level1/                       
    ├── level2/                       
    └── level3/                       # Level 3 regions used by POWO

 

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Additional details

Dates

Updated
2025-10-16
Add range masks bg and species stats