Author

Stanislas Leibler

Institute for Advanced StudyORCID 0000-0001-7877-1073Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Karl H. PalmquistiD· 1 shared Nicolas Lenner· 1 shared Sirio Belga FedeliiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperEcology

Karl H. PalmquistORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintOct 16, 2026

Towards predictive ecological biogeography: Predicting vegetation type using fine-scale measurements of the abiotic environment

Karl H. Palmquist, Sirio Belga Fedeli, Nicolas Lenner, Stanislas Leibler

The paper uses machine learning to predict vegetation types from abiotic environmental variables with high accuracy, identifying key soil factors that influence predictions.

DOI 10.64898/2026.10.09.757380

machine learning (classical)benchmarking

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