Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife.

Development of efficient techniques for monitoring wildlife is a priority in the Arctic, where the impacts of climate change are acute and remoteness and logistical constraints hinder access. We evaluated high resolution satellite imagery as a tool to track the distribution and abundance of polar be...

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Published in:PLoS ONE
Main Authors: Seth Stapleton, Michelle LaRue, Nicolas Lecomte, Stephen Atkinson, David Garshelis, Claire Porter, Todd Atwood
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2014
Subjects:
R
Q
Online Access:https://doi.org/10.1371/journal.pone.0101513
https://doaj.org/article/0f9307e0a36549d89aedbe39f5c7f191
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spelling ftdoajarticles:oai:doaj.org/article:0f9307e0a36549d89aedbe39f5c7f191 2023-05-15T14:52:33+02:00 Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife. Seth Stapleton Michelle LaRue Nicolas Lecomte Stephen Atkinson David Garshelis Claire Porter Todd Atwood 2014-01-01T00:00:00Z https://doi.org/10.1371/journal.pone.0101513 https://doaj.org/article/0f9307e0a36549d89aedbe39f5c7f191 EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC4090068?pdf=render https://doaj.org/toc/1932-6203 1932-6203 doi:10.1371/journal.pone.0101513 https://doaj.org/article/0f9307e0a36549d89aedbe39f5c7f191 PLoS ONE, Vol 9, Iss 7, p e101513 (2014) Medicine R Science Q article 2014 ftdoajarticles https://doi.org/10.1371/journal.pone.0101513 2022-12-31T02:36:49Z Development of efficient techniques for monitoring wildlife is a priority in the Arctic, where the impacts of climate change are acute and remoteness and logistical constraints hinder access. We evaluated high resolution satellite imagery as a tool to track the distribution and abundance of polar bears. We examined satellite images of a small island in Foxe Basin, Canada, occupied by a high density of bears during the summer ice-free season. Bears were distinguished from other light-colored spots by comparing images collected on different dates. A sample of ground-truthed points demonstrated that we accurately classified bears. Independent observers reviewed images and a population estimate was obtained using mark-recapture models. This estimate (N: 94; 95% Confidence Interval: 92-105) was remarkably similar to an abundance estimate derived from a line transect aerial survey conducted a few days earlier (N: 102; 95% CI: 69-152). Our findings suggest that satellite imagery is a promising tool for monitoring polar bears on land, with implications for use with other Arctic wildlife. Large scale applications may require development of automated detection processes to expedite review and analysis. Future research should assess the utility of multi-spectral imagery and examine sites with different environmental characteristics. Article in Journal/Newspaper Arctic Climate change Foxe Basin Directory of Open Access Journals: DOAJ Articles Arctic Canada Foxe Basin ENVELOPE(-77.918,-77.918,65.931,65.931) PLoS ONE 9 7 e101513
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Seth Stapleton
Michelle LaRue
Nicolas Lecomte
Stephen Atkinson
David Garshelis
Claire Porter
Todd Atwood
Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife.
topic_facet Medicine
R
Science
Q
description Development of efficient techniques for monitoring wildlife is a priority in the Arctic, where the impacts of climate change are acute and remoteness and logistical constraints hinder access. We evaluated high resolution satellite imagery as a tool to track the distribution and abundance of polar bears. We examined satellite images of a small island in Foxe Basin, Canada, occupied by a high density of bears during the summer ice-free season. Bears were distinguished from other light-colored spots by comparing images collected on different dates. A sample of ground-truthed points demonstrated that we accurately classified bears. Independent observers reviewed images and a population estimate was obtained using mark-recapture models. This estimate (N: 94; 95% Confidence Interval: 92-105) was remarkably similar to an abundance estimate derived from a line transect aerial survey conducted a few days earlier (N: 102; 95% CI: 69-152). Our findings suggest that satellite imagery is a promising tool for monitoring polar bears on land, with implications for use with other Arctic wildlife. Large scale applications may require development of automated detection processes to expedite review and analysis. Future research should assess the utility of multi-spectral imagery and examine sites with different environmental characteristics.
format Article in Journal/Newspaper
author Seth Stapleton
Michelle LaRue
Nicolas Lecomte
Stephen Atkinson
David Garshelis
Claire Porter
Todd Atwood
author_facet Seth Stapleton
Michelle LaRue
Nicolas Lecomte
Stephen Atkinson
David Garshelis
Claire Porter
Todd Atwood
author_sort Seth Stapleton
title Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife.
title_short Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife.
title_full Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife.
title_fullStr Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife.
title_full_unstemmed Polar bears from space: assessing satellite imagery as a tool to track Arctic wildlife.
title_sort polar bears from space: assessing satellite imagery as a tool to track arctic wildlife.
publisher Public Library of Science (PLoS)
publishDate 2014
url https://doi.org/10.1371/journal.pone.0101513
https://doaj.org/article/0f9307e0a36549d89aedbe39f5c7f191
long_lat ENVELOPE(-77.918,-77.918,65.931,65.931)
geographic Arctic
Canada
Foxe Basin
geographic_facet Arctic
Canada
Foxe Basin
genre Arctic
Climate change
Foxe Basin
genre_facet Arctic
Climate change
Foxe Basin
op_source PLoS ONE, Vol 9, Iss 7, p e101513 (2014)
op_relation http://europepmc.org/articles/PMC4090068?pdf=render
https://doaj.org/toc/1932-6203
1932-6203
doi:10.1371/journal.pone.0101513
https://doaj.org/article/0f9307e0a36549d89aedbe39f5c7f191
op_doi https://doi.org/10.1371/journal.pone.0101513
container_title PLoS ONE
container_volume 9
container_issue 7
container_start_page e101513
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