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An integrated path for spatial capture–recapture and animal movement modeling

Ecologists and conservation biologists increasingly rely on spatial capture–recapture (SCR) and movement modeling to study animal populations. Historically, SCR has focused on population‐level processes (e.g., vital rates, abundance, density, and distribution), whereas animal movement modeling has f...

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Autores principales: McClintock, Brett T., Abrahms, Briana, Chandler, Richard B., Conn, Paul B., Converse, Sarah J., Emmet, Robert L., Gardner, Beth, Hostetter, Nathan J., Johnson, Devin S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9786756/
https://www.ncbi.nlm.nih.gov/pubmed/34270790
http://dx.doi.org/10.1002/ecy.3473
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author McClintock, Brett T.
Abrahms, Briana
Chandler, Richard B.
Conn, Paul B.
Converse, Sarah J.
Emmet, Robert L.
Gardner, Beth
Hostetter, Nathan J.
Johnson, Devin S.
author_facet McClintock, Brett T.
Abrahms, Briana
Chandler, Richard B.
Conn, Paul B.
Converse, Sarah J.
Emmet, Robert L.
Gardner, Beth
Hostetter, Nathan J.
Johnson, Devin S.
author_sort McClintock, Brett T.
collection PubMed
description Ecologists and conservation biologists increasingly rely on spatial capture–recapture (SCR) and movement modeling to study animal populations. Historically, SCR has focused on population‐level processes (e.g., vital rates, abundance, density, and distribution), whereas animal movement modeling has focused on the behavior of individuals (e.g., activity budgets, resource selection, migration). Even though animal movement is clearly a driver of population‐level patterns and dynamics, technical and conceptual developments to date have not forged a firm link between the two fields. Instead, movement modeling has typically focused on the individual level without providing a coherent scaling from individual‐ to population‐level processes, whereas SCR has typically focused on the population level while greatly simplifying the movement processes that give rise to the observations underlying these models. In our view, the integration of SCR and animal movement modeling has tremendous potential for allowing ecologists to scale up from individuals to populations and advancing the types of inferences that can be made at the intersection of population, movement, and landscape ecology. Properly accounting for complex animal movement processes can also potentially reduce bias in estimators of population‐level parameters, thereby improving inferences that are critical for species conservation and management. This introductory article to the Special Feature reviews recent advances in SCR and animal movement modeling, establishes a common notation, highlights potential advantages of linking individual‐level (Lagrangian) movements to population‐level (Eulerian) processes, and outlines a general conceptual framework for the integration of movement and SCR models. We then identify important avenues for future research, including key challenges and potential pitfalls in the developments and applications that lie ahead.
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spelling pubmed-97867562022-12-27 An integrated path for spatial capture–recapture and animal movement modeling McClintock, Brett T. Abrahms, Briana Chandler, Richard B. Conn, Paul B. Converse, Sarah J. Emmet, Robert L. Gardner, Beth Hostetter, Nathan J. Johnson, Devin S. Ecology Special Feature Article Ecologists and conservation biologists increasingly rely on spatial capture–recapture (SCR) and movement modeling to study animal populations. Historically, SCR has focused on population‐level processes (e.g., vital rates, abundance, density, and distribution), whereas animal movement modeling has focused on the behavior of individuals (e.g., activity budgets, resource selection, migration). Even though animal movement is clearly a driver of population‐level patterns and dynamics, technical and conceptual developments to date have not forged a firm link between the two fields. Instead, movement modeling has typically focused on the individual level without providing a coherent scaling from individual‐ to population‐level processes, whereas SCR has typically focused on the population level while greatly simplifying the movement processes that give rise to the observations underlying these models. In our view, the integration of SCR and animal movement modeling has tremendous potential for allowing ecologists to scale up from individuals to populations and advancing the types of inferences that can be made at the intersection of population, movement, and landscape ecology. Properly accounting for complex animal movement processes can also potentially reduce bias in estimators of population‐level parameters, thereby improving inferences that are critical for species conservation and management. This introductory article to the Special Feature reviews recent advances in SCR and animal movement modeling, establishes a common notation, highlights potential advantages of linking individual‐level (Lagrangian) movements to population‐level (Eulerian) processes, and outlines a general conceptual framework for the integration of movement and SCR models. We then identify important avenues for future research, including key challenges and potential pitfalls in the developments and applications that lie ahead. John Wiley and Sons Inc. 2021-09-30 2022-10 /pmc/articles/PMC9786756/ /pubmed/34270790 http://dx.doi.org/10.1002/ecy.3473 Text en © 2021 The Authors. Ecology published by Wiley Periodicals LLC on behalf of Ecological Society of America. This article has been contributed to by US Government employees and their work is in the public domain in the USA https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Special Feature Article
McClintock, Brett T.
Abrahms, Briana
Chandler, Richard B.
Conn, Paul B.
Converse, Sarah J.
Emmet, Robert L.
Gardner, Beth
Hostetter, Nathan J.
Johnson, Devin S.
An integrated path for spatial capture–recapture and animal movement modeling
title An integrated path for spatial capture–recapture and animal movement modeling
title_full An integrated path for spatial capture–recapture and animal movement modeling
title_fullStr An integrated path for spatial capture–recapture and animal movement modeling
title_full_unstemmed An integrated path for spatial capture–recapture and animal movement modeling
title_short An integrated path for spatial capture–recapture and animal movement modeling
title_sort integrated path for spatial capture–recapture and animal movement modeling
topic Special Feature Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9786756/
https://www.ncbi.nlm.nih.gov/pubmed/34270790
http://dx.doi.org/10.1002/ecy.3473
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