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 endangeredpopulations and has to be evaluated in management plans. In practice, connectivity is difficult to quantifyespecially for rare and elusive species. Here, we use spa...

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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), The work was partially supported by the French National ResearchAgency grant ANR-16-CE02-0007. Financial and logistical support forthis study was provided by the ONCFS in France. Genetic analyses wereperformed by the ANTAGENE Company., 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-04234608
https://doi.org/10.1016/j.biocon.2022.109875
id ftccsdartic:oai:HAL:hal-04234608v1
record_format openpolar
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic Fragmentation
Functional connectivity
Large carnivore
Non-invasive genetic sampling
Road network
Ursus arctos
[SDE]Environmental Sciences
spellingShingle Fragmentation
Functional connectivity
Large carnivore
Non-invasive genetic sampling
Road network
Ursus arctos
[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
Road network
Ursus arctos
[SDE]Environmental Sciences
description International audience Connectivity, in the sense of the persistence of movements between habitat patches, is key to maintain endangeredpopulations and has to be evaluated in management plans. In practice, connectivity is difficult to quantifyespecially for rare and elusive species. Here, we use spatial capture-recapture (SCR) models with an ecologicaldetection distance to identify barriers to movement. We focused on the transnational critically endangeredPyrenean brown bear (Ursus arctos) population, which is distributed over Spain, France and Andorra and isdivided into two main cores areas following translocations. We integrate structured monitoring from cameratraps and hair snags with opportunistic data gathered after depredation events. While structured monitoringfocuses on areas of regular bear presence, the integration of opportunistic data allows us to obtain information ina wider range of habitat, which is especially important for ecological inference. By estimating a resistanceparameter from encounter data, we show that the road network impedes movements, leading to smaller homeranges with increasing road density. Although the quantitative effect of roads is context-dependent (i.e. varyingaccording to landscape configuration), our model predicts that a brown bear with a home range located in anarea with relatively high road density (8.29 km/km2) has a home range size reduced by 1.4-fold for males and1.6-fold for females compared to a brown bear with a home range located in an area with low road density (1.38km/km2). When assessing connectivity, spatial capture-recapture modeling offers an alternative to the use ofexperts’ 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)
The work was partially supported by the French National ResearchAgency grant ANR-16-CE02-0007. Financial and logistical support forthis study was provided by the ONCFS in France. Genetic analyses wereperformed by the ANTAGENE Company.
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-04234608
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-04234608
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-04234608
https://hal.science/hal-04234608
doi:10.1016/j.biocon.2022.109875
WOS: 000925270800001
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 ftccsdartic:oai:HAL:hal-04234608v1 2024-02-11T10:09:18+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) The work was partially supported by the French National ResearchAgency grant ANR-16-CE02-0007. Financial and logistical support forthis study was provided by the ONCFS in France. Genetic analyses wereperformed by the ANTAGENE Company. 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-04234608 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-04234608 https://hal.science/hal-04234608 doi:10.1016/j.biocon.2022.109875 WOS: 000925270800001 ISSN: 0006-3207 Biological Conservation https://hal.science/hal-04234608 Biological Conservation, 2023, 278, pp.109875. ⟨10.1016/j.biocon.2022.109875⟩ Fragmentation Functional connectivity Large carnivore Non-invasive genetic sampling Road network Ursus arctos [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2023 ftccsdartic https://doi.org/10.1016/j.biocon.2022.109875 2024-01-13T23:49:27Z International audience Connectivity, in the sense of the persistence of movements between habitat patches, is key to maintain endangeredpopulations and has to be evaluated in management plans. In practice, connectivity is difficult to quantifyespecially for rare and elusive species. Here, we use spatial capture-recapture (SCR) models with an ecologicaldetection distance to identify barriers to movement. We focused on the transnational critically endangeredPyrenean brown bear (Ursus arctos) population, which is distributed over Spain, France and Andorra and isdivided into two main cores areas following translocations. We integrate structured monitoring from cameratraps and hair snags with opportunistic data gathered after depredation events. While structured monitoringfocuses on areas of regular bear presence, the integration of opportunistic data allows us to obtain information ina wider range of habitat, which is especially important for ecological inference. By estimating a resistanceparameter from encounter data, we show that the road network impedes movements, leading to smaller homeranges with increasing road density. Although the quantitative effect of roads is context-dependent (i.e. varyingaccording to landscape configuration), our model predicts that a brown bear with a home range located in anarea with relatively high road density (8.29 km/km2) has a home range size reduced by 1.4-fold for males and1.6-fold for females compared to a brown bear with a home range located in an area with low road density (1.38km/km2). When assessing connectivity, spatial capture-recapture modeling offers an alternative to the use ofexperts’ opinion when telemetry data are not available. Article in Journal/Newspaper Ursus arctos Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Biological Conservation 278 109875