Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas

Ringed seals Pusa hispida are reliant on snow and sea ice for denning, and a better understanding of ringed seal habitat selection and timing of emergence from snow dens (also called lairs) is needed to quantify and predict effects of climate change in the Arctic. We used generalized additive models...

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Published in:Endangered Species Research
Main Authors: JM Lindsay, KL Laidre, PB Conn, EE Moreland, PL Boveng
Format: Article in Journal/Newspaper
Language:English
Published: Inter-Research 2021
Subjects:
Online Access:https://doi.org/10.3354/esr01140
https://doaj.org/article/46cd210b1a9347efb3a82b9c460ee966
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spelling ftdoajarticles:oai:doaj.org/article:46cd210b1a9347efb3a82b9c460ee966 2023-05-15T15:10:16+02:00 Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas JM Lindsay KL Laidre PB Conn EE Moreland PL Boveng 2021-09-01T00:00:00Z https://doi.org/10.3354/esr01140 https://doaj.org/article/46cd210b1a9347efb3a82b9c460ee966 EN eng Inter-Research https://www.int-res.com/abstracts/esr/v46/p1-17/ https://doaj.org/toc/1863-5407 https://doaj.org/toc/1613-4796 1863-5407 1613-4796 doi:10.3354/esr01140 https://doaj.org/article/46cd210b1a9347efb3a82b9c460ee966 Endangered Species Research, Vol 46, Pp 1-17 (2021) Zoology QL1-991 Botany QK1-989 article 2021 ftdoajarticles https://doi.org/10.3354/esr01140 2022-12-31T10:50:20Z Ringed seals Pusa hispida are reliant on snow and sea ice for denning, and a better understanding of ringed seal habitat selection and timing of emergence from snow dens (also called lairs) is needed to quantify and predict effects of climate change in the Arctic. We used generalized additive models to assess relationships between ringed seal counts, from spring aerial surveys in the Bering Sea (2012 and 2013) and Chukchi Sea (2016), and spatiotemporal covariates including survey date, remotely sensed snow and sea-ice values, and short-term weather data. We produced separate models for total ringed seal counts and for pup counts within each region. Our models showed that in both areas, total ringed seal counts increased over the course of the spring, especially after 15 May, indicating emergence from lairs and/or the onset of basking behavior. For the more northerly Chukchi Sea, we found a substantial unimodal effect of snow melt progression and a positive effect of snow depth on total ringed seal counts. In contrast, Bering Sea total ringed seal counts and pup counts in both regions were affected much more strongly by date than by habitat variables. Overall, our findings demonstrate that snow depth and melt play an important role in the timing of ringed seal den emergence, particularly in the Chukchi Sea, and suggest that ringed seal denning may be affected by continued shifts in melt and snow depth associated with climate change. Article in Journal/Newspaper Arctic Bering Sea Chukchi Chukchi Sea Climate change Pusa hispida ringed seal Sea ice Directory of Open Access Journals: DOAJ Articles Arctic Bering Sea Chukchi Sea Lair ENVELOPE(-61.040,-61.040,-62.618,-62.618) Endangered Species Research 46 1 17
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Zoology
QL1-991
Botany
QK1-989
spellingShingle Zoology
QL1-991
Botany
QK1-989
JM Lindsay
KL Laidre
PB Conn
EE Moreland
PL Boveng
Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas
topic_facet Zoology
QL1-991
Botany
QK1-989
description Ringed seals Pusa hispida are reliant on snow and sea ice for denning, and a better understanding of ringed seal habitat selection and timing of emergence from snow dens (also called lairs) is needed to quantify and predict effects of climate change in the Arctic. We used generalized additive models to assess relationships between ringed seal counts, from spring aerial surveys in the Bering Sea (2012 and 2013) and Chukchi Sea (2016), and spatiotemporal covariates including survey date, remotely sensed snow and sea-ice values, and short-term weather data. We produced separate models for total ringed seal counts and for pup counts within each region. Our models showed that in both areas, total ringed seal counts increased over the course of the spring, especially after 15 May, indicating emergence from lairs and/or the onset of basking behavior. For the more northerly Chukchi Sea, we found a substantial unimodal effect of snow melt progression and a positive effect of snow depth on total ringed seal counts. In contrast, Bering Sea total ringed seal counts and pup counts in both regions were affected much more strongly by date than by habitat variables. Overall, our findings demonstrate that snow depth and melt play an important role in the timing of ringed seal den emergence, particularly in the Chukchi Sea, and suggest that ringed seal denning may be affected by continued shifts in melt and snow depth associated with climate change.
format Article in Journal/Newspaper
author JM Lindsay
KL Laidre
PB Conn
EE Moreland
PL Boveng
author_facet JM Lindsay
KL Laidre
PB Conn
EE Moreland
PL Boveng
author_sort JM Lindsay
title Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas
title_short Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas
title_full Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas
title_fullStr Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas
title_full_unstemmed Modeling ringed seal Pusa hispida habitat and lair emergence timing in the eastern Bering and Chukchi Seas
title_sort modeling ringed seal pusa hispida habitat and lair emergence timing in the eastern bering and chukchi seas
publisher Inter-Research
publishDate 2021
url https://doi.org/10.3354/esr01140
https://doaj.org/article/46cd210b1a9347efb3a82b9c460ee966
long_lat ENVELOPE(-61.040,-61.040,-62.618,-62.618)
geographic Arctic
Bering Sea
Chukchi Sea
Lair
geographic_facet Arctic
Bering Sea
Chukchi Sea
Lair
genre Arctic
Bering Sea
Chukchi
Chukchi Sea
Climate change
Pusa hispida
ringed seal
Sea ice
genre_facet Arctic
Bering Sea
Chukchi
Chukchi Sea
Climate change
Pusa hispida
ringed seal
Sea ice
op_source Endangered Species Research, Vol 46, Pp 1-17 (2021)
op_relation https://www.int-res.com/abstracts/esr/v46/p1-17/
https://doaj.org/toc/1863-5407
https://doaj.org/toc/1613-4796
1863-5407
1613-4796
doi:10.3354/esr01140
https://doaj.org/article/46cd210b1a9347efb3a82b9c460ee966
op_doi https://doi.org/10.3354/esr01140
container_title Endangered Species Research
container_volume 46
container_start_page 1
op_container_end_page 17
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