Author

Tristan Rouyer

Centre National de la Recherche ScientifiqueORCID 0000-0002-0172-8031Unclaimed 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 Organism:multiple species· 1

Frequent Co-Authors

Alexis JolyiD· 1 shared Gaétan MorandiD· 1 shared Julien BardeiD· 1 shared Titouan LorieuliD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

Alexis JolyORCID

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1 paper

Recent·Most cited

EcologyPeer Community JournalPeer-reviewedSep 26, 2024

Predicting species distributions in the open ocean with convolutional neural networks.

Gaétan Morand, Alexis Joly, Tristan Rouyer…·Julien Barde

This paper uses convolutional neural networks to predict species distributions in the open ocean, achieving 69% accuracy in identifying the most likely species from environmental data.

7 citationstop 4%

multiple speciesdeep learning

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