A simple Deep-Learning-based Species Distribution Model (SDM) applying a ... algorithm in the PyTorch ecosystem. Point occurences of five European tree species are linked to satellite imagery.
Point occurences:
Mauri, A., Strona, G. & San-Miguel-Ayanz, J. (2017) EU-Forest, a high-resolution tree occurrence dataset for Europe. Scientific data, 4, 1–8.
Satellite imagery:
EcoDataCube. https://stac.ecodatacube.eu/lcv_nir_sentinel.s2l2a_10m/collection.json (lastly opened on 14.08.2023).