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Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records

Analyses of life history and population dynamics are essential for effective population control of wild mammals. We developed a model for the simultaneous estimation of seasonal changes in three parameters—population density, habitat preference and trap catchability of target animals—based on camera...

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Autores principales: Yokoyama, Yuichi, Nakashima, Yoshihiro, Yajima, Gota, Miyashita, Tadashi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481676/
https://www.ncbi.nlm.nih.gov/pubmed/32968520
http://dx.doi.org/10.1098/rsos.200579
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author Yokoyama, Yuichi
Nakashima, Yoshihiro
Yajima, Gota
Miyashita, Tadashi
author_facet Yokoyama, Yuichi
Nakashima, Yoshihiro
Yajima, Gota
Miyashita, Tadashi
author_sort Yokoyama, Yuichi
collection PubMed
description Analyses of life history and population dynamics are essential for effective population control of wild mammals. We developed a model for the simultaneous estimation of seasonal changes in three parameters—population density, habitat preference and trap catchability of target animals—based on camera-trapping data and harvest records. The random encounter and staying time model, with no need for individual recognition, is the core component of the model—by combining this model with the catch-effort model, we estimated density at broad spatial scales and catchability by traps. Here, the wild boar population in central Japan was evaluated as a target population. We found that the estimated population density increased after the birth period and then decreased until the next birth period, mainly due to harvesting. Habitat preference changed seasonally, but forests having abandoned fields nearby were generally preferred throughout the season. These patterns can be explained by patterns of food availability and resting or nesting sites. Catchability by traps also changed seasonally, with relatively high values in the winter, which probably reflected changes in the attractiveness of the trap bait due to activity changes in response to food scarcity. Based on these results, we proposed an effective trapping strategy for wild boars, and discussed the applicability of our model to more general conservation and management issues.
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spelling pubmed-74816762020-09-22 Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records Yokoyama, Yuichi Nakashima, Yoshihiro Yajima, Gota Miyashita, Tadashi R Soc Open Sci Ecology, Conservation, and Global Change Biology Analyses of life history and population dynamics are essential for effective population control of wild mammals. We developed a model for the simultaneous estimation of seasonal changes in three parameters—population density, habitat preference and trap catchability of target animals—based on camera-trapping data and harvest records. The random encounter and staying time model, with no need for individual recognition, is the core component of the model—by combining this model with the catch-effort model, we estimated density at broad spatial scales and catchability by traps. Here, the wild boar population in central Japan was evaluated as a target population. We found that the estimated population density increased after the birth period and then decreased until the next birth period, mainly due to harvesting. Habitat preference changed seasonally, but forests having abandoned fields nearby were generally preferred throughout the season. These patterns can be explained by patterns of food availability and resting or nesting sites. Catchability by traps also changed seasonally, with relatively high values in the winter, which probably reflected changes in the attractiveness of the trap bait due to activity changes in response to food scarcity. Based on these results, we proposed an effective trapping strategy for wild boars, and discussed the applicability of our model to more general conservation and management issues. The Royal Society 2020-08-19 /pmc/articles/PMC7481676/ /pubmed/32968520 http://dx.doi.org/10.1098/rsos.200579 Text en © 2020 The Authors. http://creativecommons.org/licenses/by/4.0/ http://creativecommons.org/licenses/by/4.0/http://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Ecology, Conservation, and Global Change Biology
Yokoyama, Yuichi
Nakashima, Yoshihiro
Yajima, Gota
Miyashita, Tadashi
Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records
title Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records
title_full Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records
title_fullStr Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records
title_full_unstemmed Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records
title_short Simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records
title_sort simultaneous estimation of seasonal population density, habitat preference and catchability of wild boars based on camera data and harvest records
topic Ecology, Conservation, and Global Change Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7481676/
https://www.ncbi.nlm.nih.gov/pubmed/32968520
http://dx.doi.org/10.1098/rsos.200579
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