Author

Nicolas Lenner

Institute for Advanced Study

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

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

Frequent Co-Authors

Karl H. PalmquistiD· 1 shared Sirio Belga FedeliiD· 1 shared Stanislas LeibleriD· 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

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.

bioRxiv · Oct 16, 2026 · PreprintEcology