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Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator
BACKGROUND: Reintroducing predators is a promising conservation tool to help remedy human-caused ecosystem changes. However, the growth and spread of a reintroduced population is a spatiotemporal process that is driven by a suite of factors, such as habitat change, human activity, and prey availabil...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8247183/ https://www.ncbi.nlm.nih.gov/pubmed/34193294 http://dx.doi.org/10.1186/s40462-021-00270-w |
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author | Eisaguirre, Joseph M. Williams, Perry J. Lu, Xinyi Kissling, Michelle L. Beatty, William S. Esslinger, George G. Womble, Jamie N. Hooten, Mevin B. |
author_facet | Eisaguirre, Joseph M. Williams, Perry J. Lu, Xinyi Kissling, Michelle L. Beatty, William S. Esslinger, George G. Womble, Jamie N. Hooten, Mevin B. |
author_sort | Eisaguirre, Joseph M. |
collection | PubMed |
description | BACKGROUND: Reintroducing predators is a promising conservation tool to help remedy human-caused ecosystem changes. However, the growth and spread of a reintroduced population is a spatiotemporal process that is driven by a suite of factors, such as habitat change, human activity, and prey availability. Sea otters (Enhydra lutris) are apex predators of nearshore marine ecosystems that had declined nearly to extinction across much of their range by the early 20th century. In Southeast Alaska, which is comprised of a diverse matrix of nearshore habitat and managed areas, reintroduction of 413 individuals in the late 1960s initiated the growth and spread of a population that now exceeds 25,000. METHODS: Periodic aerial surveys in the region provide a time series of spatially-explicit data to investigate factors influencing this successful and ongoing recovery. We integrated an ecological diffusion model that accounted for spatially-variable motility and density-dependent population growth, as well as multiple population epicenters, into a Bayesian hierarchical framework to help understand the factors influencing the success of this recovery. RESULTS: Our results indicated that sea otters exhibited higher residence time as well as greater equilibrium abundance in Glacier Bay, a protected area, and in areas where there is limited or no commercial fishing. Asymptotic spread rates suggested sea otters colonized Southeast Alaska at rates of 1–8 km/yr with lower rates occurring in areas correlated with higher residence time, which primarily included areas near shore and closed to commercial fishing. Further, we found that the intrinsic growth rate of sea otters may be higher than previous estimates suggested. CONCLUSIONS: This study shows how predator recolonization can occur from multiple population epicenters. Additionally, our results suggest spatial heterogeneity in the physical environment as well as human activity and management can influence recolonization processes, both in terms of movement (or motility) and density dependence. |
format | Online Article Text |
id | pubmed-8247183 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82471832021-07-06 Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator Eisaguirre, Joseph M. Williams, Perry J. Lu, Xinyi Kissling, Michelle L. Beatty, William S. Esslinger, George G. Womble, Jamie N. Hooten, Mevin B. Mov Ecol Research BACKGROUND: Reintroducing predators is a promising conservation tool to help remedy human-caused ecosystem changes. However, the growth and spread of a reintroduced population is a spatiotemporal process that is driven by a suite of factors, such as habitat change, human activity, and prey availability. Sea otters (Enhydra lutris) are apex predators of nearshore marine ecosystems that had declined nearly to extinction across much of their range by the early 20th century. In Southeast Alaska, which is comprised of a diverse matrix of nearshore habitat and managed areas, reintroduction of 413 individuals in the late 1960s initiated the growth and spread of a population that now exceeds 25,000. METHODS: Periodic aerial surveys in the region provide a time series of spatially-explicit data to investigate factors influencing this successful and ongoing recovery. We integrated an ecological diffusion model that accounted for spatially-variable motility and density-dependent population growth, as well as multiple population epicenters, into a Bayesian hierarchical framework to help understand the factors influencing the success of this recovery. RESULTS: Our results indicated that sea otters exhibited higher residence time as well as greater equilibrium abundance in Glacier Bay, a protected area, and in areas where there is limited or no commercial fishing. Asymptotic spread rates suggested sea otters colonized Southeast Alaska at rates of 1–8 km/yr with lower rates occurring in areas correlated with higher residence time, which primarily included areas near shore and closed to commercial fishing. Further, we found that the intrinsic growth rate of sea otters may be higher than previous estimates suggested. CONCLUSIONS: This study shows how predator recolonization can occur from multiple population epicenters. Additionally, our results suggest spatial heterogeneity in the physical environment as well as human activity and management can influence recolonization processes, both in terms of movement (or motility) and density dependence. BioMed Central 2021-06-30 /pmc/articles/PMC8247183/ /pubmed/34193294 http://dx.doi.org/10.1186/s40462-021-00270-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Eisaguirre, Joseph M. Williams, Perry J. Lu, Xinyi Kissling, Michelle L. Beatty, William S. Esslinger, George G. Womble, Jamie N. Hooten, Mevin B. Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator |
title | Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator |
title_full | Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator |
title_fullStr | Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator |
title_full_unstemmed | Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator |
title_short | Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator |
title_sort | diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8247183/ https://www.ncbi.nlm.nih.gov/pubmed/34193294 http://dx.doi.org/10.1186/s40462-021-00270-w |
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