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Perspectives in machine learning for wildlife conservation.
Nat Commun. 2022 Feb 9;13(1):792. doi: 10.1038/s41467-022-27980-y.
Nat Commun. 2022.
PMID: 35140206
Free PMC article.
Review.
Counting using deep learning regression gives value to ecological surveys.
Hoekendijk JPA, Kellenberger B, Aarts G, Brasseur S, Poiesz SSH, Tuia D.
Hoekendijk JPA, et al. Among authors: kellenberger b.
Sci Rep. 2021 Dec 1;11(1):23209. doi: 10.1038/s41598-021-02387-9.
Sci Rep. 2021.
PMID: 34853327
Free PMC article.
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Stay close, but not too close: aerial image analysis reveals patterns of social distancing in seal colonies.
Hoekendijk JPA, Grundlehner A, Brasseur S, Kellenberger B, Tuia D, Aarts G.
Hoekendijk JPA, et al. Among authors: kellenberger b.
R Soc Open Sci. 2023 Aug 9;10(8):230269. doi: 10.1098/rsos.230269. eCollection 2023 Aug.
R Soc Open Sci. 2023.
PMID: 37564067
Free PMC article.
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Fine-grained population mapping from coarse census counts and open geodata.
Metzger N, Vargas-Muñoz JE, Daudt RC, Kellenberger B, Whelan TT, Ofli F, Imran M, Schindler K, Tuia D.
Metzger N, et al. Among authors: kellenberger b.
Sci Rep. 2022 Nov 22;12(1):20085. doi: 10.1038/s41598-022-24495-w.
Sci Rep. 2022.
PMID: 36418443
Free PMC article.
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Deep learning for automated detection of Drosophila suzukii: potential for UAV-based monitoring.
Roosjen PP, Kellenberger B, Kooistra L, Green DR, Fahrentrapp J.
Roosjen PP, et al. Among authors: kellenberger b.
Pest Manag Sci. 2020 Sep;76(9):2994-3002. doi: 10.1002/ps.5845. Epub 2020 Apr 20.
Pest Manag Sci. 2020.
PMID: 32246738
Free PMC article.
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