Linear classifier on Clay v1.5 embeddings produces continuous biome probabilities that raise mean per-species AUC for occurrence prediction from 0.570 (discrete labels) to 0.618 on 10,015 Brazilian forest plots.
A Global Test of Ecoregions
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Continuous biome representations from Earth observation embeddings
Linear classifier on Clay v1.5 embeddings produces continuous biome probabilities that raise mean per-species AUC for occurrence prediction from 0.570 (discrete labels) to 0.618 on 10,015 Brazilian forest plots.