Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population

International audience Connectivity, in the sense of the persistence of movements between habitat patches, is key to maintain endangered populations and has to be evaluated in management plans. In practice, connectivity is difficult to quantify especially for rare and elusive species. Here, we use s...

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Published in:Biological Conservation
Main Authors: Kervellec, Maëlis, Milleret, Cyril, Vanpé, Cécile, Quenette, Pierre-Yves, Sentilles, Jérôme, Palazón, Santiago, Jordana, Ivan Afonso, Jato, Ramón, Elósegui Irurtia, Miguel Mari, Gimenez, Olivier
Other Authors: Centre d’Ecologie Fonctionnelle et Evolutive (CEFE), Université Paul-Valéry - Montpellier 3 (UPVM)-École Pratique des Hautes Études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD France-Sud )-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro Montpellier, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Montpellier (UM), Norwegian University of Life Sciences (NMBU), Service conservation et gestion des espèces à enjeux (OFB SEE), Direction de la recherche et de l’appui scientifique (OFB - DRAS), Office français de la biodiversité (OFB)-Office français de la biodiversité (OFB), Generalitat de Catalunya, Gobierno de Navarra (SPAIN), Financial and logistical support for this study was provided by the ONCFS and OFB-DRAS-SEE in France., ANR-16-CE02-0007,DEMOCOM,Effets de la gestion et du climat sur la dynamique des communautés - Développement d'une démographie multi-espèce.(2016)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2023
Subjects:
Online Access:https://hal.science/hal-03973407
https://doi.org/10.1016/j.biocon.2022.109875
id ftunmontpellier3:oai:HAL:hal-03973407v1
record_format openpolar
institution Open Polar
collection HAL Portal Paul-Valéry University Montpellier 3
op_collection_id ftunmontpellier3
language English
topic Fragmentation
Functional connectivity
Large carnivore
Non-invasive genetic sampling
Ursus arctos
Road network
[SDE]Environmental Sciences
spellingShingle Fragmentation
Functional connectivity
Large carnivore
Non-invasive genetic sampling
Ursus arctos
Road network
[SDE]Environmental Sciences
Kervellec, Maëlis
Milleret, Cyril
Vanpé, Cécile
Quenette, Pierre-Yves
Sentilles, Jérôme
Palazón, Santiago
Jordana, Ivan Afonso
Jato, Ramón
Elósegui Irurtia, Miguel Mari
Gimenez, Olivier
Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population
topic_facet Fragmentation
Functional connectivity
Large carnivore
Non-invasive genetic sampling
Ursus arctos
Road network
[SDE]Environmental Sciences
description International audience Connectivity, in the sense of the persistence of movements between habitat patches, is key to maintain endangered populations and has to be evaluated in management plans. In practice, connectivity is difficult to quantify especially for rare and elusive species. Here, we use spatial capture-recapture (SCR) models with an ecological detection distance to identify barriers to movement. We focused on the transnational critically endangered Pyrenean brown bear (Ursus arctos) population, which is distributed over Spain, France and Andorra and is divided into two main cores areas following translocations. We integrate structured monitoring from camera traps and hair snags with opportunistic data gathered after depredation events. While structured monitoring focuses on areas of regular bear presence, the integration of opportunistic data allows us to obtain information in a wider range of habitat, which is especially important for ecological inference. By estimating a resistance parameter from encounter data, we show that the road network impedes movements, leading to smaller home ranges with increasing road density. Although the quantitative effect of roads is context-dependent (i.e. varying according to landscape configuration), our model predicts that a brown bear with a home range located in an area with relatively high road density (8.29 km/km2) has a home range size reduced by 1.4-fold for males and 1.6-fold for females compared to a brown bear with a home range located in an area with low road density (1.38 km/km2). When assessing connectivity, spatial capture-recapture modeling offers an alternative to the use of experts’ opinion when telemetry data are not available.
author2 Centre d’Ecologie Fonctionnelle et Evolutive (CEFE)
Université Paul-Valéry - Montpellier 3 (UPVM)-École Pratique des Hautes Études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD France-Sud )-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro Montpellier
Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Montpellier (UM)
Norwegian University of Life Sciences (NMBU)
Service conservation et gestion des espèces à enjeux (OFB SEE)
Direction de la recherche et de l’appui scientifique (OFB - DRAS)
Office français de la biodiversité (OFB)-Office français de la biodiversité (OFB)
Generalitat de Catalunya
Gobierno de Navarra (SPAIN)
Financial and logistical support for this study was provided by the ONCFS and OFB-DRAS-SEE in France.
ANR-16-CE02-0007,DEMOCOM,Effets de la gestion et du climat sur la dynamique des communautés - Développement d'une démographie multi-espèce.(2016)
format Article in Journal/Newspaper
author Kervellec, Maëlis
Milleret, Cyril
Vanpé, Cécile
Quenette, Pierre-Yves
Sentilles, Jérôme
Palazón, Santiago
Jordana, Ivan Afonso
Jato, Ramón
Elósegui Irurtia, Miguel Mari
Gimenez, Olivier
author_facet Kervellec, Maëlis
Milleret, Cyril
Vanpé, Cécile
Quenette, Pierre-Yves
Sentilles, Jérôme
Palazón, Santiago
Jordana, Ivan Afonso
Jato, Ramón
Elósegui Irurtia, Miguel Mari
Gimenez, Olivier
author_sort Kervellec, Maëlis
title Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population
title_short Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population
title_full Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population
title_fullStr Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population
title_full_unstemmed Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population
title_sort integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the pyrenean brown bear population
publisher HAL CCSD
publishDate 2023
url https://hal.science/hal-03973407
https://doi.org/10.1016/j.biocon.2022.109875
genre Ursus arctos
genre_facet Ursus arctos
op_source ISSN: 0006-3207
Biological Conservation
https://hal.science/hal-03973407
Biological Conservation, 2023, 278, pp.109875. ⟨10.1016/j.biocon.2022.109875⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1016/j.biocon.2022.109875
hal-03973407
https://hal.science/hal-03973407
doi:10.1016/j.biocon.2022.109875
op_doi https://doi.org/10.1016/j.biocon.2022.109875
container_title Biological Conservation
container_volume 278
container_start_page 109875
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spelling ftunmontpellier3:oai:HAL:hal-03973407v1 2024-01-14T10:11:15+01:00 Integrating opportunistic and structured non-invasive surveys with spatial capture-recapture models to map connectivity of the Pyrenean brown bear population Kervellec, Maëlis Milleret, Cyril Vanpé, Cécile Quenette, Pierre-Yves Sentilles, Jérôme Palazón, Santiago Jordana, Ivan Afonso Jato, Ramón Elósegui Irurtia, Miguel Mari Gimenez, Olivier Centre d’Ecologie Fonctionnelle et Evolutive (CEFE) Université Paul-Valéry - Montpellier 3 (UPVM)-École Pratique des Hautes Études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD France-Sud )-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro Montpellier Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Montpellier (UM) Norwegian University of Life Sciences (NMBU) Service conservation et gestion des espèces à enjeux (OFB SEE) Direction de la recherche et de l’appui scientifique (OFB - DRAS) Office français de la biodiversité (OFB)-Office français de la biodiversité (OFB) Generalitat de Catalunya Gobierno de Navarra (SPAIN) Financial and logistical support for this study was provided by the ONCFS and OFB-DRAS-SEE in France. ANR-16-CE02-0007,DEMOCOM,Effets de la gestion et du climat sur la dynamique des communautés - Développement d'une démographie multi-espèce.(2016) 2023-02 https://hal.science/hal-03973407 https://doi.org/10.1016/j.biocon.2022.109875 en eng HAL CCSD Elsevier info:eu-repo/semantics/altIdentifier/doi/10.1016/j.biocon.2022.109875 hal-03973407 https://hal.science/hal-03973407 doi:10.1016/j.biocon.2022.109875 ISSN: 0006-3207 Biological Conservation https://hal.science/hal-03973407 Biological Conservation, 2023, 278, pp.109875. ⟨10.1016/j.biocon.2022.109875⟩ Fragmentation Functional connectivity Large carnivore Non-invasive genetic sampling Ursus arctos Road network [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2023 ftunmontpellier3 https://doi.org/10.1016/j.biocon.2022.109875 2023-12-20T17:17:14Z International audience Connectivity, in the sense of the persistence of movements between habitat patches, is key to maintain endangered populations and has to be evaluated in management plans. In practice, connectivity is difficult to quantify especially for rare and elusive species. Here, we use spatial capture-recapture (SCR) models with an ecological detection distance to identify barriers to movement. We focused on the transnational critically endangered Pyrenean brown bear (Ursus arctos) population, which is distributed over Spain, France and Andorra and is divided into two main cores areas following translocations. We integrate structured monitoring from camera traps and hair snags with opportunistic data gathered after depredation events. While structured monitoring focuses on areas of regular bear presence, the integration of opportunistic data allows us to obtain information in a wider range of habitat, which is especially important for ecological inference. By estimating a resistance parameter from encounter data, we show that the road network impedes movements, leading to smaller home ranges with increasing road density. Although the quantitative effect of roads is context-dependent (i.e. varying according to landscape configuration), our model predicts that a brown bear with a home range located in an area with relatively high road density (8.29 km/km2) has a home range size reduced by 1.4-fold for males and 1.6-fold for females compared to a brown bear with a home range located in an area with low road density (1.38 km/km2). When assessing connectivity, spatial capture-recapture modeling offers an alternative to the use of experts’ opinion when telemetry data are not available. Article in Journal/Newspaper Ursus arctos HAL Portal Paul-Valéry University Montpellier 3 Biological Conservation 278 109875