Author

M. L. Davey

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Microbiology· 1

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Research Focus:benchmarking· 1 Research Focus:ecology & biodiversity· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

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A. Eiler· 1 shared D. O. Hessen· 1 shared L. Fontaine· 1 shared M. Khomich· 1 shared S. Rasconi· 1 shared T. Andersen· 1 shared

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2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperMicrobiology

A. Eiler

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1 paper

Recent·Most cited

Neural networks and extreme gradient boosting predict multiple thresholds and trajectories of microbial biodiversity responses due to browning

L. Fontaine, M. Khomich, T. Andersen, D. O. Hessen, S. Rasconi, M. L. Davey, A. Eiler

The paper uses machine learning to show non-monotonic relationships between microbial diversity and browning in freshwater lakes, revealing thresholds and alternative diversity trajectories.

bioRxiv · Mar 22, 2021 · PreprintMicrobiology