Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management

International audience Managing large carnivores is one of the most controversial issues in wildlife conservation, as the sociopolitical challenges it raises are as important as the biological ones. Such controversial issues in wildlife conservation require objective biological components to be impl...

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Published in:Ecological Applications
Main Authors: Marescot, Lucile, Pradel, Roger, Duchamp, Christophe, Cubaynes, Sarah, Marboutin, Eric, Choquet, Rémi, Miquel, Christian, Gimenez, Olivier
Other Authors: Centre d’Ecologie Fonctionnelle et Evolutive (CEFE), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut National de la Recherche Agronomique (INRA)-Université Paul-Valéry - Montpellier 3 (UPVM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), 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)-Institut de Recherche pour le Développement (IRD France-Sud ), Université Henri Poincaré - Nancy 1 (UHP), Mécanismes moléculaires dans les démences neurodégénératives (MMDN), Université de Montpellier (UM)-Université Montpellier 2 - Sciences et Techniques (UM2)-Institut National de la Santé et de la Recherche Médicale (INSERM)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL), Oncfs, ONCFS, Laboratoire d'Ecologie Alpine (LECA), Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2011
Subjects:
IDH
Online Access:https://hal.archives-ouvertes.fr/hal-02126314
https://hal.archives-ouvertes.fr/hal-02126314/document
https://hal.archives-ouvertes.fr/hal-02126314/file/Marescot%20Ecol%20Appl%202011.pdf
https://doi.org/10.1890/10-2321.1
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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 mixture models
IDH
individual detection heterogeneity
genetic testing
France
DNA microsatellites
capture-recapture
population growth rate
robustness
noninvasive methods
Canis lupus
wolf
[SDE]Environmental Sciences
spellingShingle mixture models
IDH
individual detection heterogeneity
genetic testing
France
DNA microsatellites
capture-recapture
population growth rate
robustness
noninvasive methods
Canis lupus
wolf
[SDE]Environmental Sciences
Marescot, Lucile
Pradel, Roger
Duchamp, Christophe
Cubaynes, Sarah
Marboutin, Eric
Choquet, Rémi
Miquel, Christian
Gimenez, Olivier
Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management
topic_facet mixture models
IDH
individual detection heterogeneity
genetic testing
France
DNA microsatellites
capture-recapture
population growth rate
robustness
noninvasive methods
Canis lupus
wolf
[SDE]Environmental Sciences
description International audience Managing large carnivores is one of the most controversial issues in wildlife conservation, as the sociopolitical challenges it raises are as important as the biological ones. Such controversial issues in wildlife conservation require objective biological components to be implemented within the management decision process, in particular, a reliable way of estimating trends in abundance. However, these species usually exhibit territoriality, low densities, and social constraints that can generate individual detection heterogeneity (IDH) of methodological (sampling) or biological (social status, marking behavior) origin. If not accounted for, IDH can lead, in turn, to strong bias in the estimation of population abundance. As a complement to population size, we propose to use the population growth rate (k) estimated with capture-recapture (CR) data, a robust method to detect and account for IDH, to monitor and manage elusive species. As a case study, we consider the natural recovery of the wolf (Canis lupus) population in France, for which a previous study has shown strong IDH leading to a 27% underestimation of abundance. Analyzing a nine-year data set based on a noninvasive sampling protocol relying on wolf scat genotyping, we adopt a new CR approach to estimate k while explicitly accounting for IDH. The annual population growth rate was estimated at 1.271 6 0.087 (mean 6 SE) vs. 1.270 6 0.095 when not accounting for IDH, indicating that k is much less sensitive to IDH than is abundance. We evaluated the robustness of our approach in a simulation study using increasing levels of IDH. The bias in k increased with detection heterogeneity but was low whether we used a model with IDH or not. Finally, we discuss the management implications of our findings in terms of sampling protocols and management strategies of elusive species.
author2 Centre d’Ecologie Fonctionnelle et Evolutive (CEFE)
Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut National de la Recherche Agronomique (INRA)-Université Paul-Valéry - Montpellier 3 (UPVM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro)
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)-Institut de Recherche pour le Développement (IRD France-Sud )
Université Henri Poincaré - Nancy 1 (UHP)
Mécanismes moléculaires dans les démences neurodégénératives (MMDN)
Université de Montpellier (UM)-Université Montpellier 2 - Sciences et Techniques (UM2)-Institut National de la Santé et de la Recherche Médicale (INSERM)-École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)
Oncfs
ONCFS
Laboratoire d'Ecologie Alpine (LECA)
Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry )
format Article in Journal/Newspaper
author Marescot, Lucile
Pradel, Roger
Duchamp, Christophe
Cubaynes, Sarah
Marboutin, Eric
Choquet, Rémi
Miquel, Christian
Gimenez, Olivier
author_facet Marescot, Lucile
Pradel, Roger
Duchamp, Christophe
Cubaynes, Sarah
Marboutin, Eric
Choquet, Rémi
Miquel, Christian
Gimenez, Olivier
author_sort Marescot, Lucile
title Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management
title_short Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management
title_full Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management
title_fullStr Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management
title_full_unstemmed Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management
title_sort capture-recapture population growth rate as a robust tool against detection heterogeneity for population management
publisher HAL CCSD
publishDate 2011
url https://hal.archives-ouvertes.fr/hal-02126314
https://hal.archives-ouvertes.fr/hal-02126314/document
https://hal.archives-ouvertes.fr/hal-02126314/file/Marescot%20Ecol%20Appl%202011.pdf
https://doi.org/10.1890/10-2321.1
genre Canis lupus
genre_facet Canis lupus
op_source ISSN: 1051-0761
Ecological Applications
https://hal.archives-ouvertes.fr/hal-02126314
Ecological Applications, Ecological Society of America, 2011, 21, pp.2898 - 2907. ⟨10.1890/10-2321.1⟩
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https://hal.archives-ouvertes.fr/hal-02126314
https://hal.archives-ouvertes.fr/hal-02126314/document
https://hal.archives-ouvertes.fr/hal-02126314/file/Marescot%20Ecol%20Appl%202011.pdf
doi:10.1890/10-2321.1
op_rights info:eu-repo/semantics/OpenAccess
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container_title Ecological Applications
container_volume 21
container_issue 8
container_start_page 2898
op_container_end_page 2907
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spelling ftccsdartic:oai:HAL:hal-02126314v1 2023-05-15T15:50:07+02:00 Capture-recapture population growth rate as a robust tool against detection heterogeneity for population management Marescot, Lucile Pradel, Roger Duchamp, Christophe Cubaynes, Sarah Marboutin, Eric Choquet, Rémi Miquel, Christian Gimenez, Olivier Centre d’Ecologie Fonctionnelle et Evolutive (CEFE) Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut National de la Recherche Agronomique (INRA)-Université Paul-Valéry - Montpellier 3 (UPVM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro) 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)-Institut de Recherche pour le Développement (IRD France-Sud ) Université Henri Poincaré - Nancy 1 (UHP) Mécanismes moléculaires dans les démences neurodégénératives (MMDN) Université de Montpellier (UM)-Université Montpellier 2 - Sciences et Techniques (UM2)-Institut National de la Santé et de la Recherche Médicale (INSERM)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL) Oncfs ONCFS Laboratoire d'Ecologie Alpine (LECA) Université Joseph Fourier - Grenoble 1 (UJF)-Centre National de la Recherche Scientifique (CNRS)-Université Savoie Mont Blanc (USMB Université de Savoie Université de Chambéry ) 2011 https://hal.archives-ouvertes.fr/hal-02126314 https://hal.archives-ouvertes.fr/hal-02126314/document https://hal.archives-ouvertes.fr/hal-02126314/file/Marescot%20Ecol%20Appl%202011.pdf https://doi.org/10.1890/10-2321.1 en eng HAL CCSD Ecological Society of America info:eu-repo/semantics/altIdentifier/doi/10.1890/10-2321.1 hal-02126314 https://hal.archives-ouvertes.fr/hal-02126314 https://hal.archives-ouvertes.fr/hal-02126314/document https://hal.archives-ouvertes.fr/hal-02126314/file/Marescot%20Ecol%20Appl%202011.pdf doi:10.1890/10-2321.1 info:eu-repo/semantics/OpenAccess ISSN: 1051-0761 Ecological Applications https://hal.archives-ouvertes.fr/hal-02126314 Ecological Applications, Ecological Society of America, 2011, 21, pp.2898 - 2907. ⟨10.1890/10-2321.1⟩ mixture models IDH individual detection heterogeneity genetic testing France DNA microsatellites capture-recapture population growth rate robustness noninvasive methods Canis lupus wolf [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2011 ftccsdartic https://doi.org/10.1890/10-2321.1 2021-11-21T01:30:09Z International audience Managing large carnivores is one of the most controversial issues in wildlife conservation, as the sociopolitical challenges it raises are as important as the biological ones. Such controversial issues in wildlife conservation require objective biological components to be implemented within the management decision process, in particular, a reliable way of estimating trends in abundance. However, these species usually exhibit territoriality, low densities, and social constraints that can generate individual detection heterogeneity (IDH) of methodological (sampling) or biological (social status, marking behavior) origin. If not accounted for, IDH can lead, in turn, to strong bias in the estimation of population abundance. As a complement to population size, we propose to use the population growth rate (k) estimated with capture-recapture (CR) data, a robust method to detect and account for IDH, to monitor and manage elusive species. As a case study, we consider the natural recovery of the wolf (Canis lupus) population in France, for which a previous study has shown strong IDH leading to a 27% underestimation of abundance. Analyzing a nine-year data set based on a noninvasive sampling protocol relying on wolf scat genotyping, we adopt a new CR approach to estimate k while explicitly accounting for IDH. The annual population growth rate was estimated at 1.271 6 0.087 (mean 6 SE) vs. 1.270 6 0.095 when not accounting for IDH, indicating that k is much less sensitive to IDH than is abundance. We evaluated the robustness of our approach in a simulation study using increasing levels of IDH. The bias in k increased with detection heterogeneity but was low whether we used a model with IDH or not. Finally, we discuss the management implications of our findings in terms of sampling protocols and management strategies of elusive species. Article in Journal/Newspaper Canis lupus Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Ecological Applications 21 8 2898 2907