Author

Selene Cerna

Centre National de la Recherche ScientifiqueORCID 0000-0003-1690-1279Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:metagenomics· 1

Frequent Co-Authors

Irene Calderón‐SanouiD· 1 shared Sara Si‐MoussiiD· 1 shared Vincent MieleiD· 1 shared Wilfried ThuilleriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

Irene Calderón‐SanouORCID

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1 paper

Recent·Most cited

EcologyAdvances in ecological research/Advances in Ecological ResearchPeer-reviewedJan 1, 2026

Limits and Promises of Earth Observation Foundation Models in Predicting Multi-Trophic Soil Biodiversity

Selene Cerna, Sara Si‐Moussi, Irene Calderón‐Sanou…·Wilfried Thuiller

This study evaluates Earth Observation Foundation models for predicting soil biodiversity in the French Alps, finding that high-quality in-situ data outperform remote sensing embeddings, though they offer useful spatial context.

1 citationtop 3%

metagenomicsdeep learning

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