Continuous biome representations from Earth observation embeddings
Researchers have developed a method to convert discrete biome maps into continuous representations using Earth observation foundation models. This approach leverages satellite image embeddings to better capture ecological variation, particularly at ecotones. The continuous representation demonstrated improved accuracy in predicting species occurrence compared to traditional discrete biome labels. AI
IMPACT This research could lead to more accurate ecological modeling and conservation efforts by providing a nuanced view of biome transitions.