Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study

Abstract Effective conservation and management require reliable monitoring methods and estimates of abundance to prioritize human and financial investments. Camera trapping is a non‐invasive sampling method allowing the use of capture–recapture (CR) models to estimate abundance while accounting for...

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Published in:The Journal of Wildlife Management
Main Authors: Blanc, Laetitia, Marboutin, Eric, Gatti, Sylvain, Gimenez, Olivier
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2012
Subjects:
Online Access:http://dx.doi.org/10.1002/jwmg.453
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fjwmg.453
http://onlinelibrary.wiley.com/wol1/doi/10.1002/jwmg.453/fullpdf
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spelling crwiley:10.1002/jwmg.453 2024-06-23T07:57:31+00:00 Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study Blanc, Laetitia Marboutin, Eric Gatti, Sylvain Gimenez, Olivier 2012 http://dx.doi.org/10.1002/jwmg.453 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fjwmg.453 http://onlinelibrary.wiley.com/wol1/doi/10.1002/jwmg.453/fullpdf en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor The Journal of Wildlife Management volume 77, issue 2, page 372-378 ISSN 0022-541X 1937-2817 journal-article 2012 crwiley https://doi.org/10.1002/jwmg.453 2024-05-31T08:13:36Z Abstract Effective conservation and management require reliable monitoring methods and estimates of abundance to prioritize human and financial investments. Camera trapping is a non‐invasive sampling method allowing the use of capture–recapture (CR) models to estimate abundance while accounting for the difficulty of detecting individuals in the wild. We investigated the relative performance of standard closed CR models and spatially explicit CR models (SECR) that incorporate spatial information in the data. Using simulations, we considered 4 scenarios comparing low versus high detection probability and small versus large populations and contrasted abundance estimates obtained from both approaches. Standard CR and SECR models both provided minimally biased abundance estimates, but precision was improved when using SECR models. The associated confidence intervals also provided better coverage than their non‐spatial counterpart. We concluded SECR models exhibit better statistical performance than standard closed CR models and allow for sound management strategies based on density maps of activity centers. To illustrate the comparison, we considered the Eurasian lynx ( Lynx lynx ) as a case study that provided the first abundance estimates of a local population in France. © 2012 The Wildlife Society. Article in Journal/Newspaper Lynx Lynx lynx lynx Wiley Online Library The Journal of Wildlife Management 77 2 372 378
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Effective conservation and management require reliable monitoring methods and estimates of abundance to prioritize human and financial investments. Camera trapping is a non‐invasive sampling method allowing the use of capture–recapture (CR) models to estimate abundance while accounting for the difficulty of detecting individuals in the wild. We investigated the relative performance of standard closed CR models and spatially explicit CR models (SECR) that incorporate spatial information in the data. Using simulations, we considered 4 scenarios comparing low versus high detection probability and small versus large populations and contrasted abundance estimates obtained from both approaches. Standard CR and SECR models both provided minimally biased abundance estimates, but precision was improved when using SECR models. The associated confidence intervals also provided better coverage than their non‐spatial counterpart. We concluded SECR models exhibit better statistical performance than standard closed CR models and allow for sound management strategies based on density maps of activity centers. To illustrate the comparison, we considered the Eurasian lynx ( Lynx lynx ) as a case study that provided the first abundance estimates of a local population in France. © 2012 The Wildlife Society.
format Article in Journal/Newspaper
author Blanc, Laetitia
Marboutin, Eric
Gatti, Sylvain
Gimenez, Olivier
spellingShingle Blanc, Laetitia
Marboutin, Eric
Gatti, Sylvain
Gimenez, Olivier
Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study
author_facet Blanc, Laetitia
Marboutin, Eric
Gatti, Sylvain
Gimenez, Olivier
author_sort Blanc, Laetitia
title Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study
title_short Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study
title_full Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study
title_fullStr Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study
title_full_unstemmed Abundance of rare and elusive species: Empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study
title_sort abundance of rare and elusive species: empirical investigation of closed versus spatially explicit capture–recapture models with lynx as a case study
publisher Wiley
publishDate 2012
url http://dx.doi.org/10.1002/jwmg.453
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Fjwmg.453
http://onlinelibrary.wiley.com/wol1/doi/10.1002/jwmg.453/fullpdf
genre Lynx
Lynx lynx lynx
genre_facet Lynx
Lynx lynx lynx
op_source The Journal of Wildlife Management
volume 77, issue 2, page 372-378
ISSN 0022-541X 1937-2817
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1002/jwmg.453
container_title The Journal of Wildlife Management
container_volume 77
container_issue 2
container_start_page 372
op_container_end_page 378
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