Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors

Generalized additive models (GAM), a nonparametric regression method with less restrictive statistical assumptions than traditional regression methods, were used to model the trend in mean abundance of Bering Sea walleye pollock (Theragra chalcogramma) as a function of ocean environmental conditions...

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Published in:Canadian Journal of Fisheries and Aquatic Sciences
Main Authors: Swartzman, Gordon, Silverman, Emily, Williamson, Neal
Format: Article in Journal/Newspaper
Language:English
Published: Canadian Science Publishing 1995
Subjects:
Online Access:http://dx.doi.org/10.1139/f95-039
http://www.nrcresearchpress.com/doi/pdf/10.1139/f95-039
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spelling crcansciencepubl:10.1139/f95-039 2024-09-15T17:59:26+00:00 Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors Swartzman, Gordon Silverman, Emily Williamson, Neal 1995 http://dx.doi.org/10.1139/f95-039 http://www.nrcresearchpress.com/doi/pdf/10.1139/f95-039 en eng Canadian Science Publishing http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining Canadian Journal of Fisheries and Aquatic Sciences volume 52, issue 2, page 369-380 ISSN 0706-652X 1205-7533 journal-article 1995 crcansciencepubl https://doi.org/10.1139/f95-039 2024-08-29T04:08:49Z Generalized additive models (GAM), a nonparametric regression method with less restrictive statistical assumptions than traditional regression methods, were used to model the trend in mean abundance of Bering Sea walleye pollock (Theragra chalcogramma) as a function of ocean environmental conditions including water column depth, temperature at 50 m, and depth of the thermocline. Acoustic survey data collected in the summers of 1988 and 1991 were used to test these relationships. In both surveys, mean walleye pollock abundance was highest in areas having a 70–130 m depth range and where the 50-m temperature was close to 2.5 °C. Thermocline depth, while not itself significant, had a significant effect on walleye pollock abundance through interactions with both bottom depth and temperature at 50 m. Walleye pollock in the top 50 m of the water column (mostly juveniles) were influenced differently by temperature and thermocline depth than the adult walleye pollock, which were generally deeper in the water column. The depth, temperature, and thermocline preferences of walleye pollock are hypothesized to be linked to food availability which is, in turn, related to temperature regimes or fronts along the Bering Sea shelf slope. Article in Journal/Newspaper Bering Sea Theragra chalcogramma Canadian Science Publishing Canadian Journal of Fisheries and Aquatic Sciences 52 2 369 380
institution Open Polar
collection Canadian Science Publishing
op_collection_id crcansciencepubl
language English
description Generalized additive models (GAM), a nonparametric regression method with less restrictive statistical assumptions than traditional regression methods, were used to model the trend in mean abundance of Bering Sea walleye pollock (Theragra chalcogramma) as a function of ocean environmental conditions including water column depth, temperature at 50 m, and depth of the thermocline. Acoustic survey data collected in the summers of 1988 and 1991 were used to test these relationships. In both surveys, mean walleye pollock abundance was highest in areas having a 70–130 m depth range and where the 50-m temperature was close to 2.5 °C. Thermocline depth, while not itself significant, had a significant effect on walleye pollock abundance through interactions with both bottom depth and temperature at 50 m. Walleye pollock in the top 50 m of the water column (mostly juveniles) were influenced differently by temperature and thermocline depth than the adult walleye pollock, which were generally deeper in the water column. The depth, temperature, and thermocline preferences of walleye pollock are hypothesized to be linked to food availability which is, in turn, related to temperature regimes or fronts along the Bering Sea shelf slope.
format Article in Journal/Newspaper
author Swartzman, Gordon
Silverman, Emily
Williamson, Neal
spellingShingle Swartzman, Gordon
Silverman, Emily
Williamson, Neal
Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors
author_facet Swartzman, Gordon
Silverman, Emily
Williamson, Neal
author_sort Swartzman, Gordon
title Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors
title_short Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors
title_full Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors
title_fullStr Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors
title_full_unstemmed Relating trends in walleye pollock ( Theragra chalcogramma) abundance in the Bering Sea to environmental factors
title_sort relating trends in walleye pollock ( theragra chalcogramma) abundance in the bering sea to environmental factors
publisher Canadian Science Publishing
publishDate 1995
url http://dx.doi.org/10.1139/f95-039
http://www.nrcresearchpress.com/doi/pdf/10.1139/f95-039
genre Bering Sea
Theragra chalcogramma
genre_facet Bering Sea
Theragra chalcogramma
op_source Canadian Journal of Fisheries and Aquatic Sciences
volume 52, issue 2, page 369-380
ISSN 0706-652X 1205-7533
op_rights http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining
op_doi https://doi.org/10.1139/f95-039
container_title Canadian Journal of Fisheries and Aquatic Sciences
container_volume 52
container_issue 2
container_start_page 369
op_container_end_page 380
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