Author

M. Rademaker

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Biology Disciplines

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Ecology· 1 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:field survey / ecological data· 1 Organism:multiple species· 1 Approach:statistical model· 1

Frequent Co-Authors

A. van Leeuwen· 1 shared L. Hogeweg· 1 shared M. A. Peck· 1 shared R. Vos· 1 shared

Activity by Year

2019-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 2 mutual co-author links

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1 shared paperEcology

A. van Leeuwen

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2 papers

Recent·Most cited

Local reflects global: Life-stage dependent changes in the phenology of coastal habitat use by North Sea herring

M. Rademaker, A. van Leeuwen, M. A. Peck

The paper detects a forward shift in the phenology of North Sea herring habitat use linked to warming temperatures using high-resolution time series data.

bioRxiv · Nov 23, 2023Ecology

Modelling the niches of wild and domesticated Ungulatespecies using deep learning

M. Rademaker, L. Hogeweg, R. Vos

This paper develops a deep learning-based species distribution model (DL-SDM) for ungulates, showing improved performance over traditional MaxEnt models, especially with increased data and environmental predictors.

bioRxiv · Aug 22, 2019 · PreprintEvolutionary Biology