Effects of camera-trap placement and number on detection of members of a mammalian assemblage

A central goal in camera-trapping (CT) studies is to maximize detection probability and precision of occupancy estimates while minimizing the number of CTs to reduce equipment and labor costs. Few studies, however, have examined the effect of CT number on detection probability. Moreover, historicall...

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Main Authors: Hofmeester, Tim, Thorsen, Neri H., Cromsigt, Joris, Kindberg, Jonas, Andren, Henrik, Linnell, John D.C., Odden, John
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:https://pub.epsilon.slu.se/24916/
https://pub.epsilon.slu.se/24916/1/hoffmeester_t_et_al_210818.pdf
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spelling ftslunivuppsala:oai:pub.epsilon.slu.se:24916 2023-05-15T13:13:41+02:00 Effects of camera-trap placement and number on detection of members of a mammalian assemblage Hofmeester, Tim Thorsen, Neri H. Cromsigt, Joris Kindberg, Jonas Andren, Henrik Linnell, John D.C. Odden, John 2021 application/pdf https://pub.epsilon.slu.se/24916/ https://pub.epsilon.slu.se/24916/1/hoffmeester_t_et_al_210818.pdf en eng eng https://pub.epsilon.slu.se/24916/1/hoffmeester_t_et_al_210818.pdf Hofmeester, Tim and Thorsen, Neri H. and Cromsigt, Joris and Kindberg, Jonas and Andren, Henrik and Linnell, John D.C. and Odden, John (2021). Effects of camera-trap placement and number on detection of members of a mammalian assemblage. Ecosphere. 12 , e03662 [Research article] Ecology Research article NonPeerReviewed info:eu-repo/semantics/article 2021 ftslunivuppsala 2022-09-01T16:13:50Z A central goal in camera-trapping (CT) studies is to maximize detection probability and precision of occupancy estimates while minimizing the number of CTs to reduce equipment and labor costs. Few studies, however, have examined the effect of CT number on detection probability. Moreover, historically, most studies focused on a specific species and the design could be tailored toward maximizing detection of this target species. Increasingly, however, such studies use data for all captured, non-target, species (by-catch data) for animal community-level analyses. It remains unclear if, and how, the targeting of CTs toward one species affects the detection of non-target species. We paired CTs from a permanent camera-trapping grid (with 38 CTs) targeted at monitoring Eurasian lynx (Lynx lynx) in Innlandet County, Norway, with additional randomly placed CTs at two spatial scales (38 CTs within the same habitat patch and 38 CTs within the same 50-km2 grid cell as the lynx-targeted CTs) for three months. We combined multi-scale occupancy models that enable the separation of large-scale occupancy, CT-scale site use, and detection probability with single-scale occupancy models. This allowed us to study the effects of targeted placement and CT number on the detection probability of the target species (lynx) and seven non-target mammal species (four carnivores, three herbivores, and one rodent). We found that all species, except moose (Alces alces), had the highest detection probability at lynx-targeted CTs. Moose had equal detection probabilities at all three placement types. Adding extra CTs generally increased detection probabilities. Consequently, for all species, combining a lynx-targeted CT with one or more randomly placed CTs, increased the accuracy and precision of occupancy estimates for 50-km2 grid cells compared to single CT estimates. The placement of single CTs underestimated grid-cell occupancy compared to known minimum occupancy and were similar to site-use probability estimates of multi-scale models. It is, ... Article in Journal/Newspaper Alces alces Lynx Lynx lynx lynx Swedish University of Agricultural Sciences (SLU): Epsilon Open Archive Norway
institution Open Polar
collection Swedish University of Agricultural Sciences (SLU): Epsilon Open Archive
op_collection_id ftslunivuppsala
language English
topic Ecology
spellingShingle Ecology
Hofmeester, Tim
Thorsen, Neri H.
Cromsigt, Joris
Kindberg, Jonas
Andren, Henrik
Linnell, John D.C.
Odden, John
Effects of camera-trap placement and number on detection of members of a mammalian assemblage
topic_facet Ecology
description A central goal in camera-trapping (CT) studies is to maximize detection probability and precision of occupancy estimates while minimizing the number of CTs to reduce equipment and labor costs. Few studies, however, have examined the effect of CT number on detection probability. Moreover, historically, most studies focused on a specific species and the design could be tailored toward maximizing detection of this target species. Increasingly, however, such studies use data for all captured, non-target, species (by-catch data) for animal community-level analyses. It remains unclear if, and how, the targeting of CTs toward one species affects the detection of non-target species. We paired CTs from a permanent camera-trapping grid (with 38 CTs) targeted at monitoring Eurasian lynx (Lynx lynx) in Innlandet County, Norway, with additional randomly placed CTs at two spatial scales (38 CTs within the same habitat patch and 38 CTs within the same 50-km2 grid cell as the lynx-targeted CTs) for three months. We combined multi-scale occupancy models that enable the separation of large-scale occupancy, CT-scale site use, and detection probability with single-scale occupancy models. This allowed us to study the effects of targeted placement and CT number on the detection probability of the target species (lynx) and seven non-target mammal species (four carnivores, three herbivores, and one rodent). We found that all species, except moose (Alces alces), had the highest detection probability at lynx-targeted CTs. Moose had equal detection probabilities at all three placement types. Adding extra CTs generally increased detection probabilities. Consequently, for all species, combining a lynx-targeted CT with one or more randomly placed CTs, increased the accuracy and precision of occupancy estimates for 50-km2 grid cells compared to single CT estimates. The placement of single CTs underestimated grid-cell occupancy compared to known minimum occupancy and were similar to site-use probability estimates of multi-scale models. It is, ...
format Article in Journal/Newspaper
author Hofmeester, Tim
Thorsen, Neri H.
Cromsigt, Joris
Kindberg, Jonas
Andren, Henrik
Linnell, John D.C.
Odden, John
author_facet Hofmeester, Tim
Thorsen, Neri H.
Cromsigt, Joris
Kindberg, Jonas
Andren, Henrik
Linnell, John D.C.
Odden, John
author_sort Hofmeester, Tim
title Effects of camera-trap placement and number on detection of members of a mammalian assemblage
title_short Effects of camera-trap placement and number on detection of members of a mammalian assemblage
title_full Effects of camera-trap placement and number on detection of members of a mammalian assemblage
title_fullStr Effects of camera-trap placement and number on detection of members of a mammalian assemblage
title_full_unstemmed Effects of camera-trap placement and number on detection of members of a mammalian assemblage
title_sort effects of camera-trap placement and number on detection of members of a mammalian assemblage
publishDate 2021
url https://pub.epsilon.slu.se/24916/
https://pub.epsilon.slu.se/24916/1/hoffmeester_t_et_al_210818.pdf
geographic Norway
geographic_facet Norway
genre Alces alces
Lynx
Lynx lynx lynx
genre_facet Alces alces
Lynx
Lynx lynx lynx
op_relation https://pub.epsilon.slu.se/24916/1/hoffmeester_t_et_al_210818.pdf
Hofmeester, Tim and Thorsen, Neri H. and Cromsigt, Joris and Kindberg, Jonas and Andren, Henrik and Linnell, John D.C. and Odden, John (2021). Effects of camera-trap placement and number on detection of members of a mammalian assemblage. Ecosphere. 12 , e03662 [Research article]
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