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Distance-based population density estimates from camera traps : Strong impact of technical choices in automated pipelines

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Garthen, Phil ; Mudragada, Hari Surya Charan ; Schwarz, Stefanie ; Edelhoff, Hendrik ; Steinbauer, Manuel ; Peters, Wibke ; Kuecuekaytekin, Kagan ; Bothmann, Ludwig:
Distance-based population density estimates from camera traps : Strong impact of technical choices in automated pipelines.
In: Ecological Informatics. Vol. 95 (2026) . - 103682.
ISSN 1574-9541
DOI: https://doi.org/10.1016/j.ecoinf.2026.103682

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Item Type: Article in a journal
Refereed: Yes
Keywords: Camera trap distance sampling; Deep learning; Image segmentation; Monocular depth estimation; Model sensitivity; Population density
Institutions of the University: Faculties > Faculty of Cultural Studies > Department of Sport Science > Chair Sport Ecology > Chair Sport Ecology - Univ.-Prof. Dr. Manuel Jonas Steinbauer
Research Institutions > Central research institutes > Bayreuth Center of Ecology and Environmental Research- BayCEER
Result of work at the UBT: Yes
DDC Subjects: 500 Science
600 Technology, medicine, applied sciences
Date Deposited: 03 Jun 2026 13:10
Last Modified: 03 Jun 2026 13:10
URI: https://eref.uni-bayreuth.de/id/eprint/97849