Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada

Non-invasive measures for assessing long-term stress in free ranging mammals are an increasingly important approach for understanding physiological responses to landscape conditions. Using a spatially and temporally expansive dataset of hair cortisol concentrations (HCC) generated from a threatened...

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Main Authors: Bourbonnais, Mathieu, Nelson, Trisalyn, Cattet, Mark, Darimont, Chris T., Stenhouse, Gordon
Format: Text
Language:unknown
Published: WBI Studies Repository 2013
Subjects:
Online Access:https://www.wellbeingintlstudiesrepository.org/physio/7
https://www.wellbeingintlstudiesrepository.org/context/physio/article/1006/viewcontent/journal.pone.0083768.PDF
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spelling ftinstsciencepol:oai:www.wellbeingintlstudiesrepository.org:physio-1006 2023-06-18T03:43:24+02:00 Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada Bourbonnais, Mathieu Nelson, Trisalyn Cattet, Mark Darimont, Chris T. Stenhouse, Gordon 2013-12-27T08:00:00Z application/pdf https://www.wellbeingintlstudiesrepository.org/physio/7 https://www.wellbeingintlstudiesrepository.org/context/physio/article/1006/viewcontent/journal.pone.0083768.PDF unknown WBI Studies Repository https://www.wellbeingintlstudiesrepository.org/physio/7 https://www.wellbeingintlstudiesrepository.org/context/physio/article/1006/viewcontent/journal.pone.0083768.PDF Physiology Collection Grizzly bear Animal Studies Other Animal Sciences Veterinary Physiology text 2013 ftinstsciencepol 2023-06-04T20:20:03Z Non-invasive measures for assessing long-term stress in free ranging mammals are an increasingly important approach for understanding physiological responses to landscape conditions. Using a spatially and temporally expansive dataset of hair cortisol concentrations (HCC) generated from a threatened grizzly bear (Ursus arctos) population in Alberta, Canada, we quantified how variables representing habitat conditions and anthropogenic disturbance impact long-term stress in grizzly bears. We characterized spatial variability in male and female HCC point data using kernel density estimation and quantified variable influence on spatial patterns of male and female HCC stress surfaces using random forests. Separate models were developed for regions inside and outside of parks and protected areas to account for substantial differences in anthropogenic activity and disturbance within the study area. Variance explained in the random forest models ranged from 55.34% to 74.96% for males and 58.15% to 68.46% for females. Predicted HCC levels were higher for females compared to males. Generally, high spatially continuous female HCC levels were associated with parks and protected areas while low-tomoderate levels were associated with increased anthropogenic disturbance. In contrast, male HCC levels were low in parks and protected areas and low-to-moderate in areas with increased anthropogenic disturbance. Spatial variability in genderspecific HCC levels reveal that the type and intensity of external stressors are not uniform across the landscape and that male and female grizzly bears may be exposed to, or perceive, potential stressors differently. We suggest observed spatial patterns of long-term stress may be the result of the availability and distribution of foods related to disturbance features, potential sexual segregation in available habitat selection, and may not be influenced by sources of mortality which represent acute traumas. In this wildlife system and others, conservation and management efforts can benefit by ... Text Ursus arctos The Humane Society of the United States, Institute for Science and Policy: Animal Studies Repository Canada
institution Open Polar
collection The Humane Society of the United States, Institute for Science and Policy: Animal Studies Repository
op_collection_id ftinstsciencepol
language unknown
topic Grizzly bear
Animal Studies
Other Animal Sciences
Veterinary Physiology
spellingShingle Grizzly bear
Animal Studies
Other Animal Sciences
Veterinary Physiology
Bourbonnais, Mathieu
Nelson, Trisalyn
Cattet, Mark
Darimont, Chris T.
Stenhouse, Gordon
Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada
topic_facet Grizzly bear
Animal Studies
Other Animal Sciences
Veterinary Physiology
description Non-invasive measures for assessing long-term stress in free ranging mammals are an increasingly important approach for understanding physiological responses to landscape conditions. Using a spatially and temporally expansive dataset of hair cortisol concentrations (HCC) generated from a threatened grizzly bear (Ursus arctos) population in Alberta, Canada, we quantified how variables representing habitat conditions and anthropogenic disturbance impact long-term stress in grizzly bears. We characterized spatial variability in male and female HCC point data using kernel density estimation and quantified variable influence on spatial patterns of male and female HCC stress surfaces using random forests. Separate models were developed for regions inside and outside of parks and protected areas to account for substantial differences in anthropogenic activity and disturbance within the study area. Variance explained in the random forest models ranged from 55.34% to 74.96% for males and 58.15% to 68.46% for females. Predicted HCC levels were higher for females compared to males. Generally, high spatially continuous female HCC levels were associated with parks and protected areas while low-tomoderate levels were associated with increased anthropogenic disturbance. In contrast, male HCC levels were low in parks and protected areas and low-to-moderate in areas with increased anthropogenic disturbance. Spatial variability in genderspecific HCC levels reveal that the type and intensity of external stressors are not uniform across the landscape and that male and female grizzly bears may be exposed to, or perceive, potential stressors differently. We suggest observed spatial patterns of long-term stress may be the result of the availability and distribution of foods related to disturbance features, potential sexual segregation in available habitat selection, and may not be influenced by sources of mortality which represent acute traumas. In this wildlife system and others, conservation and management efforts can benefit by ...
format Text
author Bourbonnais, Mathieu
Nelson, Trisalyn
Cattet, Mark
Darimont, Chris T.
Stenhouse, Gordon
author_facet Bourbonnais, Mathieu
Nelson, Trisalyn
Cattet, Mark
Darimont, Chris T.
Stenhouse, Gordon
author_sort Bourbonnais, Mathieu
title Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada
title_short Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada
title_full Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada
title_fullStr Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada
title_full_unstemmed Spatial Analysis of Factors Influencing Long-Term Stress in the Grizzly Bear (Ursus arctos) Population of Alberta, Canada
title_sort spatial analysis of factors influencing long-term stress in the grizzly bear (ursus arctos) population of alberta, canada
publisher WBI Studies Repository
publishDate 2013
url https://www.wellbeingintlstudiesrepository.org/physio/7
https://www.wellbeingintlstudiesrepository.org/context/physio/article/1006/viewcontent/journal.pone.0083768.PDF
geographic Canada
geographic_facet Canada
genre Ursus arctos
genre_facet Ursus arctos
op_source Physiology Collection
op_relation https://www.wellbeingintlstudiesrepository.org/physio/7
https://www.wellbeingintlstudiesrepository.org/context/physio/article/1006/viewcontent/journal.pone.0083768.PDF
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