Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea

Large carnivores are imperiled globally, and characteristics making them vulnerable to extinction (e.g., low densities and expansive ranges) also make it difficult to estimate demographic parameters needed for management. Here we develop an integrated population model to analyze capture-recapture, r...

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Main Authors: Regehr, Eric V., Hostetter, Nathan J., Wilson, Ryan R., Rode, Karyn D., St. Martin, Michelle, Converse, Sarah J.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10255/dryad.197183
https://doi.org/10.5061/dryad.692jb15
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spelling ftdryad:oai:v1.datadryad.org:10255/dryad.197183 2023-05-15T14:59:56+02:00 Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea Regehr, Eric V. Hostetter, Nathan J. Wilson, Ryan R. Rode, Karyn D. St. Martin, Michelle Converse, Sarah J. Arctic Alaska Chukotka Chukchi Sea Arctic Ocean 2018-11-15T20:08:47Z http://hdl.handle.net/10255/dryad.197183 https://doi.org/10.5061/dryad.692jb15 unknown doi:10.5061/dryad.692jb15/1 doi:10.5061/dryad.692jb15/2 doi:10.5061/dryad.692jb15/3 doi:10.5061/dryad.692jb15/4 doi:10.5061/dryad.692jb15/5 doi:10.5061/dryad.692jb15/6 doi:10.5061/dryad.692jb15/7 doi:10.1038/s41598-018-34824-7 doi:10.5061/dryad.692jb15 Regehr EV, Hostetter NJ, Wilson RR, Rode KD, Martin MS, Converse SJ (2018) Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea. Scientific Reports 8(1): 16780. http://hdl.handle.net/10255/dryad.197183 integrated population model polar bear capture-recapture movement abundance vital rates carnivore sea ice climate change Article 2018 ftdryad https://doi.org/10.5061/dryad.692jb15 https://doi.org/10.5061/dryad.692jb15/1 https://doi.org/10.5061/dryad.692jb15/2 https://doi.org/10.5061/dryad.692jb15/3 https://doi.org/10.5061/dryad.692jb15/4 https://doi.org/10.5061/dryad.692jb15/5 https 2020-01-01T16:18:26Z Large carnivores are imperiled globally, and characteristics making them vulnerable to extinction (e.g., low densities and expansive ranges) also make it difficult to estimate demographic parameters needed for management. Here we develop an integrated population model to analyze capture-recapture, radiotelemetry, and count data for the Chukchi Sea subpopulation of polar bears (Ursus maritimus), 2008–2016. Our model addressed several challenges in capture-recapture studies for polar bears by including a multievent structure reflecting location and life history states, while accommodating state uncertainty. Female breeding probability was 0.83 (95% credible interval [CRI] = 0.71–0.90), with litter sizes of 2.18 (95% CRI = 1.71–2.82) for age-zero and 1.61 (95% CRI = 1.46–1.80) for age-one cubs. Total adult survival was 0.90 (95% CRI = 0.86–0.92) for females and 0.89 (95% CRI = 0.83–0.93) for males. Spring on-ice densities west of Alaska were 0.0030 bears/km2 (95% CRI = 0.0016–0.0060), similar to 1980s-era density estimates although methodological differences complicate comparison. Abundance of the Chukchi Sea subpopulation, derived by extrapolating density from the study area using a spatially-explicit habitat metric, was 2,937 bears (95% CRI = 1,552–5,944). Our findings are consistent with other lines of evidence suggesting the Chukchi Sea subpopulation has been productive in recent years, although it is uncertain how long this will continue given sea-ice loss due to climate change. Article in Journal/Newspaper Arctic Arctic Ocean Chukchi Chukchi Sea Chukotka Climate change Sea ice Ursus maritimus Alaska Dryad Digital Repository (Duke University) Arctic Arctic Ocean Chukchi Sea
institution Open Polar
collection Dryad Digital Repository (Duke University)
op_collection_id ftdryad
language unknown
topic integrated population model
polar bear
capture-recapture
movement
abundance
vital rates
carnivore
sea ice
climate change
spellingShingle integrated population model
polar bear
capture-recapture
movement
abundance
vital rates
carnivore
sea ice
climate change
Regehr, Eric V.
Hostetter, Nathan J.
Wilson, Ryan R.
Rode, Karyn D.
St. Martin, Michelle
Converse, Sarah J.
Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea
topic_facet integrated population model
polar bear
capture-recapture
movement
abundance
vital rates
carnivore
sea ice
climate change
description Large carnivores are imperiled globally, and characteristics making them vulnerable to extinction (e.g., low densities and expansive ranges) also make it difficult to estimate demographic parameters needed for management. Here we develop an integrated population model to analyze capture-recapture, radiotelemetry, and count data for the Chukchi Sea subpopulation of polar bears (Ursus maritimus), 2008–2016. Our model addressed several challenges in capture-recapture studies for polar bears by including a multievent structure reflecting location and life history states, while accommodating state uncertainty. Female breeding probability was 0.83 (95% credible interval [CRI] = 0.71–0.90), with litter sizes of 2.18 (95% CRI = 1.71–2.82) for age-zero and 1.61 (95% CRI = 1.46–1.80) for age-one cubs. Total adult survival was 0.90 (95% CRI = 0.86–0.92) for females and 0.89 (95% CRI = 0.83–0.93) for males. Spring on-ice densities west of Alaska were 0.0030 bears/km2 (95% CRI = 0.0016–0.0060), similar to 1980s-era density estimates although methodological differences complicate comparison. Abundance of the Chukchi Sea subpopulation, derived by extrapolating density from the study area using a spatially-explicit habitat metric, was 2,937 bears (95% CRI = 1,552–5,944). Our findings are consistent with other lines of evidence suggesting the Chukchi Sea subpopulation has been productive in recent years, although it is uncertain how long this will continue given sea-ice loss due to climate change.
format Article in Journal/Newspaper
author Regehr, Eric V.
Hostetter, Nathan J.
Wilson, Ryan R.
Rode, Karyn D.
St. Martin, Michelle
Converse, Sarah J.
author_facet Regehr, Eric V.
Hostetter, Nathan J.
Wilson, Ryan R.
Rode, Karyn D.
St. Martin, Michelle
Converse, Sarah J.
author_sort Regehr, Eric V.
title Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea
title_short Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea
title_full Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea
title_fullStr Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea
title_full_unstemmed Data from: Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea
title_sort data from: integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the chukchi sea
publishDate 2018
url http://hdl.handle.net/10255/dryad.197183
https://doi.org/10.5061/dryad.692jb15
op_coverage Arctic
Alaska
Chukotka
Chukchi Sea
Arctic Ocean
geographic Arctic
Arctic Ocean
Chukchi Sea
geographic_facet Arctic
Arctic Ocean
Chukchi Sea
genre Arctic
Arctic Ocean
Chukchi
Chukchi Sea
Chukotka
Climate change
Sea ice
Ursus maritimus
Alaska
genre_facet Arctic
Arctic Ocean
Chukchi
Chukchi Sea
Chukotka
Climate change
Sea ice
Ursus maritimus
Alaska
op_relation doi:10.5061/dryad.692jb15/1
doi:10.5061/dryad.692jb15/2
doi:10.5061/dryad.692jb15/3
doi:10.5061/dryad.692jb15/4
doi:10.5061/dryad.692jb15/5
doi:10.5061/dryad.692jb15/6
doi:10.5061/dryad.692jb15/7
doi:10.1038/s41598-018-34824-7
doi:10.5061/dryad.692jb15
Regehr EV, Hostetter NJ, Wilson RR, Rode KD, Martin MS, Converse SJ (2018) Integrated population modeling provides the first empirical estimates of vital rates and abundance for polar bears in the Chukchi Sea. Scientific Reports 8(1): 16780.
http://hdl.handle.net/10255/dryad.197183
op_doi https://doi.org/10.5061/dryad.692jb15
https://doi.org/10.5061/dryad.692jb15/1
https://doi.org/10.5061/dryad.692jb15/2
https://doi.org/10.5061/dryad.692jb15/3
https://doi.org/10.5061/dryad.692jb15/4
https://doi.org/10.5061/dryad.692jb15/5
https
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