Author

J. D. Wegner

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· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:benchmarking· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1 Assay:metagenomics· 1 Organism:plant (other)· 1

Frequent Co-Authors

A. Gessler· 1 shared C. Hug· 1 shared D. N. Karger· 1 shared D. Zurell· 1 shared L. de Witte· 1 shared N. E. Zimmermann· 1 shared N. Lang· 1 shared P. Brun· 1 shared

Activity by Year

2018-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperEcology

A. Gessler

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2 papers

Recent·Most cited

Rank-based deep learning from citizen-science data to model plant communities

P. Brun, D. N. Karger, D. Zurell, P. Descombes, L. de Witte, R. de Lutio, J. D. Wegner, N. E. Zimmermann

The paper uses deep learning to model plant species distributions and community composition from citizen-science data, showing improved accuracy over traditional methods.

bioRxiv · May 30, 2023 · PreprintEcology

Defoliation estimation of forest trees from ground-level images

U. Kalin, N. Lang, C. Hug, A. Gessler, J. D. Wegner

This paper estimates tree defoliation from ground-level RGB images using CNNs, achieving performance close to human experts.

bioRxiv · Dec 12, 2018Ecology