Author

A. G. Finstad

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· 3

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Research Focus:ecology & biodiversity· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Approach:statistical model· 1

Frequent Co-Authors

W. Koch· 3 shared E. B. Nilsen· 2 shared L. Hogeweg· 2 shared H. Elven· 1 shared R. B. O'Hara· 1 shared

Activity by Year

2022-2022 · peak 3/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

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3 shared papersEcology

W. Koch

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Recognizability bias in citizen science photographs

W. Koch, L. Hogeweg, E. B. Nilsen, R. B. O'Hara, A. G. Finstad

This study identifies a recognizability bias in citizen science photographs, where species harder to recognize are underreported, affecting model training and future performance.

bioRxiv · Jun 25, 2022Ecology

Clavis: an open and versatile identification key format

W. Koch, H. Elven, A. G. Finstad

The paper introduces Clavis, an open data format for digital taxon identification keys to improve biodiversity monitoring and knowledge sharing.

bioRxiv · May 26, 2022 · PreprintEcology

Maximizing citizen scientists' contribution to automated species recognition

W. Koch, L. Hogeweg, E. B. Nilsen, A. G. Finstad

This study shows that adding images of under-represented species improves recognition models more than adding more images of well-represented species.

bioRxiv · Feb 17, 2022Ecology