AI Research
OCELOT: Planetary-Scale Species Distribution Modeling with Satellite Foundation Embeddings
A satellite-embedding approach to global species distribution modeling
Large-scale repositories of species observations now contain billions of occurrence records from around the world, but these sightings cluster heavily in human-accessible areas.
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ArXiv CS.LG
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2 min
ArXiv CS.LG
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Species records are abundant but geographically uneven, which can complicate global distribution modeling. OCELOT’s focus on satellite foundation embeddings connects this modeling challenge with large-scale satellite data.
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