Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator

Abstract 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 a...

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Published in:Movement Ecology
Main Authors: Joseph M. Eisaguirre, Perry J. Williams, Xinyi Lu, Michelle L. Kissling, William S. Beatty, George G. Esslinger, Jamie N. Womble, Mevin B. Hooten
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2021
Subjects:
Online Access:https://doi.org/10.1186/s40462-021-00270-w
https://doaj.org/article/72ec70cd5cfc45d9a55e8026b39c50c1
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spelling ftdoajarticles:oai:doaj.org/article:72ec70cd5cfc45d9a55e8026b39c50c1 2023-05-15T16:20:43+02:00 Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator Joseph M. Eisaguirre Perry J. Williams Xinyi Lu Michelle L. Kissling William S. Beatty George G. Esslinger Jamie N. Womble Mevin B. Hooten 2021-06-01T00:00:00Z https://doi.org/10.1186/s40462-021-00270-w https://doaj.org/article/72ec70cd5cfc45d9a55e8026b39c50c1 EN eng BMC https://doi.org/10.1186/s40462-021-00270-w https://doaj.org/toc/2051-3933 doi:10.1186/s40462-021-00270-w 2051-3933 https://doaj.org/article/72ec70cd5cfc45d9a55e8026b39c50c1 Movement Ecology, Vol 9, Iss 1, Pp 1-14 (2021) Bayesian Biological invasion Ecological diffusion Partial differential equation Reaction-diffusion Reintroduction Biology (General) QH301-705.5 article 2021 ftdoajarticles https://doi.org/10.1186/s40462-021-00270-w 2022-12-31T10:14:13Z Abstract 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) ... Article in Journal/Newspaper glacier Alaska Directory of Open Access Journals: DOAJ Articles Glacier Bay Movement Ecology 9 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Bayesian
Biological invasion
Ecological diffusion
Partial differential equation
Reaction-diffusion
Reintroduction
Biology (General)
QH301-705.5
spellingShingle Bayesian
Biological invasion
Ecological diffusion
Partial differential equation
Reaction-diffusion
Reintroduction
Biology (General)
QH301-705.5
Joseph M. Eisaguirre
Perry J. Williams
Xinyi Lu
Michelle L. Kissling
William S. Beatty
George G. Esslinger
Jamie N. Womble
Mevin B. Hooten
Diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator
topic_facet Bayesian
Biological invasion
Ecological diffusion
Partial differential equation
Reaction-diffusion
Reintroduction
Biology (General)
QH301-705.5
description Abstract 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) ...
format Article in Journal/Newspaper
author Joseph M. Eisaguirre
Perry J. Williams
Xinyi Lu
Michelle L. Kissling
William S. Beatty
George G. Esslinger
Jamie N. Womble
Mevin B. Hooten
author_facet Joseph M. Eisaguirre
Perry J. Williams
Xinyi Lu
Michelle L. Kissling
William S. Beatty
George G. Esslinger
Jamie N. Womble
Mevin B. Hooten
author_sort Joseph M. Eisaguirre
title 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_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_sort diffusion modeling reveals effects of multiple release sites and human activity on a recolonizing apex predator
publisher BMC
publishDate 2021
url https://doi.org/10.1186/s40462-021-00270-w
https://doaj.org/article/72ec70cd5cfc45d9a55e8026b39c50c1
geographic Glacier Bay
geographic_facet Glacier Bay
genre glacier
Alaska
genre_facet glacier
Alaska
op_source Movement Ecology, Vol 9, Iss 1, Pp 1-14 (2021)
op_relation https://doi.org/10.1186/s40462-021-00270-w
https://doaj.org/toc/2051-3933
doi:10.1186/s40462-021-00270-w
2051-3933
https://doaj.org/article/72ec70cd5cfc45d9a55e8026b39c50c1
op_doi https://doi.org/10.1186/s40462-021-00270-w
container_title Movement Ecology
container_volume 9
container_issue 1
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