GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT

The purpose of our study is to show how ecologists' interpretation of habitat selection by grizzly bears (Ursus arctos) is altered by the scale of observation and also how management questions would be best addressed using predetermined scales of analysis. Using resource selection functions (RS...

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Main Authors: Ciarniello, Lana M., Boyce, Mark S., Seip, Dale R., Heard, Douglas C.
Format: Article in Journal/Newspaper
Language:unknown
Published: Figshare 2016
Subjects:
Online Access:https://dx.doi.org/10.6084/m9.figshare.c.3293765
https://figshare.com/collections/GRIZZLY_BEAR_HABITAT_SELECTION_IS_SCALE_DEPENDENT/3293765
id ftdatacite:10.6084/m9.figshare.c.3293765
record_format openpolar
spelling ftdatacite:10.6084/m9.figshare.c.3293765 2023-05-15T18:42:19+02:00 GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT Ciarniello, Lana M. Boyce, Mark S. Seip, Dale R. Heard, Douglas C. 2016 https://dx.doi.org/10.6084/m9.figshare.c.3293765 https://figshare.com/collections/GRIZZLY_BEAR_HABITAT_SELECTION_IS_SCALE_DEPENDENT/3293765 unknown Figshare https://dx.doi.org/10.1890/06-1100.1 CC-BY http://creativecommons.org/licenses/by/3.0/us CC-BY Environmental Science Ecology FOS Biological sciences Collection article 2016 ftdatacite https://doi.org/10.6084/m9.figshare.c.3293765 https://doi.org/10.1890/06-1100.1 2021-11-05T12:55:41Z The purpose of our study is to show how ecologists' interpretation of habitat selection by grizzly bears (Ursus arctos) is altered by the scale of observation and also how management questions would be best addressed using predetermined scales of analysis. Using resource selection functions (RSF) we examined how variation in the spatial extent of availability affected our interpretation of habitat selection by grizzly bears inhabiting mountain and plateau landscapes. We estimated separate models for females and males using three spatial extents: within the study area, within the home range, and within predetermined movement buffers. We employed two methods for evaluating the effects of scale on our RSF designs. First, we chose a priori six candidate models, estimated at each scale, and ranked them using Akaike Information Criteria. Using this method, results changed among scales for males but not for females. For female bears, models that included the full suite of covariates predicted habitat use best at each scale. For male bears that resided in the mountains, models based on forest successional stages ranked highest at the study-wide and home range extents, whereas models containing covariates based on terrain features ranked highest at the buffer extent. For male bears on the plateau, each scale estimated a different highest-ranked model. Second, we examined differences among model coefficients across the three scales for one candidate model. We found that both the magnitude and direction of coefficients were dependent upon the scale examined; results varied between landscapes, scales, and sexes. Greenness, reflecting lush green vegetation, was a strong predictor of the presence of female bears in both landscapes and males that resided in the mountains. Male bears on the plateau were the only animals to select areas that exposed them to a high risk of mortality by humans. Our results show that grizzly bear habitat selection is scale dependent. Further, the selection of resources can be dependent upon the availability of a particular vegetation type on the landscape. From a management perspective, decisions should be based on a hierarchical process of habitat selection, recognizing that selection patterns vary across scales. Article in Journal/Newspaper Ursus arctos DataCite Metadata Store (German National Library of Science and Technology)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Environmental Science
Ecology
FOS Biological sciences
spellingShingle Environmental Science
Ecology
FOS Biological sciences
Ciarniello, Lana M.
Boyce, Mark S.
Seip, Dale R.
Heard, Douglas C.
GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT
topic_facet Environmental Science
Ecology
FOS Biological sciences
description The purpose of our study is to show how ecologists' interpretation of habitat selection by grizzly bears (Ursus arctos) is altered by the scale of observation and also how management questions would be best addressed using predetermined scales of analysis. Using resource selection functions (RSF) we examined how variation in the spatial extent of availability affected our interpretation of habitat selection by grizzly bears inhabiting mountain and plateau landscapes. We estimated separate models for females and males using three spatial extents: within the study area, within the home range, and within predetermined movement buffers. We employed two methods for evaluating the effects of scale on our RSF designs. First, we chose a priori six candidate models, estimated at each scale, and ranked them using Akaike Information Criteria. Using this method, results changed among scales for males but not for females. For female bears, models that included the full suite of covariates predicted habitat use best at each scale. For male bears that resided in the mountains, models based on forest successional stages ranked highest at the study-wide and home range extents, whereas models containing covariates based on terrain features ranked highest at the buffer extent. For male bears on the plateau, each scale estimated a different highest-ranked model. Second, we examined differences among model coefficients across the three scales for one candidate model. We found that both the magnitude and direction of coefficients were dependent upon the scale examined; results varied between landscapes, scales, and sexes. Greenness, reflecting lush green vegetation, was a strong predictor of the presence of female bears in both landscapes and males that resided in the mountains. Male bears on the plateau were the only animals to select areas that exposed them to a high risk of mortality by humans. Our results show that grizzly bear habitat selection is scale dependent. Further, the selection of resources can be dependent upon the availability of a particular vegetation type on the landscape. From a management perspective, decisions should be based on a hierarchical process of habitat selection, recognizing that selection patterns vary across scales.
format Article in Journal/Newspaper
author Ciarniello, Lana M.
Boyce, Mark S.
Seip, Dale R.
Heard, Douglas C.
author_facet Ciarniello, Lana M.
Boyce, Mark S.
Seip, Dale R.
Heard, Douglas C.
author_sort Ciarniello, Lana M.
title GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT
title_short GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT
title_full GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT
title_fullStr GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT
title_full_unstemmed GRIZZLY BEAR HABITAT SELECTION IS SCALE DEPENDENT
title_sort grizzly bear habitat selection is scale dependent
publisher Figshare
publishDate 2016
url https://dx.doi.org/10.6084/m9.figshare.c.3293765
https://figshare.com/collections/GRIZZLY_BEAR_HABITAT_SELECTION_IS_SCALE_DEPENDENT/3293765
genre Ursus arctos
genre_facet Ursus arctos
op_relation https://dx.doi.org/10.1890/06-1100.1
op_rights CC-BY
http://creativecommons.org/licenses/by/3.0/us
op_rightsnorm CC-BY
op_doi https://doi.org/10.6084/m9.figshare.c.3293765
https://doi.org/10.1890/06-1100.1
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