Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea

Abstract The expense of traditional capture‐recapture methods, interest in less invasive survey methods, and the circumpolar decline of polar bear ( Ursus maritimus ) habitat require evaluation of alternative methods for monitoring polar bear populations. Aerial line transect distance sampling (DS)...

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Published in:Marine Mammal Science
Main Authors: Nielson, Ryan M., Evans, Thomas J., Stahl, Michelle Bourassa
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2012
Subjects:
Online Access:http://dx.doi.org/10.1111/j.1748-7692.2012.00574.x
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fj.1748-7692.2012.00574.x
https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1748-7692.2012.00574.x
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spelling crwiley:10.1111/j.1748-7692.2012.00574.x 2023-12-03T10:21:09+01:00 Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea Nielson, Ryan M. Evans, Thomas J. Stahl, Michelle Bourassa 2012 http://dx.doi.org/10.1111/j.1748-7692.2012.00574.x https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fj.1748-7692.2012.00574.x https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1748-7692.2012.00574.x en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor Marine Mammal Science volume 29, issue 3, page 389-406 ISSN 0824-0469 1748-7692 Aquatic Science Ecology, Evolution, Behavior and Systematics journal-article 2012 crwiley https://doi.org/10.1111/j.1748-7692.2012.00574.x 2023-11-09T14:02:59Z Abstract The expense of traditional capture‐recapture methods, interest in less invasive survey methods, and the circumpolar decline of polar bear ( Ursus maritimus ) habitat require evaluation of alternative methods for monitoring polar bear populations. Aerial line transect distance sampling (DS) surveys are thought to be a promising monitoring tool. However, low densities and few observations during a survey can result in low precision, and logistical constraints such as heavy ice and fuel and safety limitations may restrict survey coverage. We used simulations to investigate the accuracy and precision of, DS for estimating polar bear abundance in sea ice habitats, using the Chukchi Sea subpopulation as an example. Simulation parameters were informed from a recent pilot survey. Predictions from a resource selection model were used for stratification, and we compared two ratio estimators to account for areas that cannot be sampled. The ratio estimator using predictions of resource selection by polar bears allowed for extrapolation beyond sampled areas and provided results with low bias and CVs ranging from 21% to 36% when abundance was >1,000. These techniques could be applied to other DS surveys to allocate effort and potentially extrapolate estimates to include portions of the landscape that are logistically impossible to survey. Article in Journal/Newspaper Chukchi Chukchi Sea Sea ice Ursus maritimus Wiley Online Library (via Crossref) Chukchi Sea Marine Mammal Science 29 3 389 406
institution Open Polar
collection Wiley Online Library (via Crossref)
op_collection_id crwiley
language English
topic Aquatic Science
Ecology, Evolution, Behavior and Systematics
spellingShingle Aquatic Science
Ecology, Evolution, Behavior and Systematics
Nielson, Ryan M.
Evans, Thomas J.
Stahl, Michelle Bourassa
Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea
topic_facet Aquatic Science
Ecology, Evolution, Behavior and Systematics
description Abstract The expense of traditional capture‐recapture methods, interest in less invasive survey methods, and the circumpolar decline of polar bear ( Ursus maritimus ) habitat require evaluation of alternative methods for monitoring polar bear populations. Aerial line transect distance sampling (DS) surveys are thought to be a promising monitoring tool. However, low densities and few observations during a survey can result in low precision, and logistical constraints such as heavy ice and fuel and safety limitations may restrict survey coverage. We used simulations to investigate the accuracy and precision of, DS for estimating polar bear abundance in sea ice habitats, using the Chukchi Sea subpopulation as an example. Simulation parameters were informed from a recent pilot survey. Predictions from a resource selection model were used for stratification, and we compared two ratio estimators to account for areas that cannot be sampled. The ratio estimator using predictions of resource selection by polar bears allowed for extrapolation beyond sampled areas and provided results with low bias and CVs ranging from 21% to 36% when abundance was >1,000. These techniques could be applied to other DS surveys to allocate effort and potentially extrapolate estimates to include portions of the landscape that are logistically impossible to survey.
format Article in Journal/Newspaper
author Nielson, Ryan M.
Evans, Thomas J.
Stahl, Michelle Bourassa
author_facet Nielson, Ryan M.
Evans, Thomas J.
Stahl, Michelle Bourassa
author_sort Nielson, Ryan M.
title Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea
title_short Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea
title_full Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea
title_fullStr Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea
title_full_unstemmed Investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: A case study for the Chukchi Sea
title_sort investigating the potential use of aerial line transect surveys for estimating polar bear abundance in sea ice habitats: a case study for the chukchi sea
publisher Wiley
publishDate 2012
url http://dx.doi.org/10.1111/j.1748-7692.2012.00574.x
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fj.1748-7692.2012.00574.x
https://onlinelibrary.wiley.com/doi/pdf/10.1111/j.1748-7692.2012.00574.x
geographic Chukchi Sea
geographic_facet Chukchi Sea
genre Chukchi
Chukchi Sea
Sea ice
Ursus maritimus
genre_facet Chukchi
Chukchi Sea
Sea ice
Ursus maritimus
op_source Marine Mammal Science
volume 29, issue 3, page 389-406
ISSN 0824-0469 1748-7692
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1111/j.1748-7692.2012.00574.x
container_title Marine Mammal Science
container_volume 29
container_issue 3
container_start_page 389
op_container_end_page 406
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