Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds

Small yellow croaker (Larimichthys polyactis) is one of the key demersal species with high economic values and wide distribution in the China Seas. In this study, a Winter Fishing ground Abundance Index (WFAI) was developed by using fisheries survey data in 1971–1982 and used as the response variabl...

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Published in:Frontiers in Marine Science
Main Authors: Rui Zhang, Yang Liu, Hao Tian, Shuhao Liu, Kaiwei Zu, Xinmei Xia
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2022
Subjects:
Q
Online Access:https://doi.org/10.3389/fmars.2022.915765
https://doaj.org/article/71695fcf01d6423e8c6e887d5bfdcf9d
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spelling ftdoajarticles:oai:doaj.org/article:71695fcf01d6423e8c6e887d5bfdcf9d 2023-05-15T15:13:23+02:00 Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds Rui Zhang Yang Liu Hao Tian Shuhao Liu Kaiwei Zu Xinmei Xia 2022-08-01T00:00:00Z https://doi.org/10.3389/fmars.2022.915765 https://doaj.org/article/71695fcf01d6423e8c6e887d5bfdcf9d EN eng Frontiers Media S.A. https://www.frontiersin.org/articles/10.3389/fmars.2022.915765/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2022.915765 https://doaj.org/article/71695fcf01d6423e8c6e887d5bfdcf9d Frontiers in Marine Science, Vol 9 (2022) small yellow croaker winter fishing ground indices abundance index distribution models climate change regime shifts Science Q General. Including nature conservation geographical distribution QH1-199.5 article 2022 ftdoajarticles https://doi.org/10.3389/fmars.2022.915765 2022-12-30T23:43:41Z Small yellow croaker (Larimichthys polyactis) is one of the key demersal species with high economic values and wide distribution in the China Seas. In this study, a Winter Fishing ground Abundance Index (WFAI) was developed by using fisheries survey data in 1971–1982 and used as the response variable to investigate the impacts of environmental variables, including surface current velocity (SCV), sea surface salinity (SSS), sea surface temperature (SST), and depth (DE). A total of 45 combinatorial generalized additive models (GAMs), generalized linear models (GLMs), and random forest models (RFs) were used to select the optimal WFAI prediction. The final WFAI distribution results showed that the winter fishing ground hotspots of small yellow croaker were mainly distributed between 11°C and 16°C isotherms and between 50-m and 100-m isobaths, and the area of winter fishing ground hotspots (WFHA) significantly decreased and the hotspots tended to move northward over the past 50 years. The shape of hotspots was strongly affected by temperature fronts and salinity fronts. Analysis with the climate indices revealed that the Atlantic Multidecadal Oscillation (AMO) might have a large influence on the distribution of small yellow croaker by affecting SST and SSS in the China Seas more than the Pacific Decadal Oscillation (PDO), North Pacific Gyre Oscillation (NPGO), and Arctic Oscillation Index (AOI). The future prediction based on two extreme scenarios (RCP2.6 and RCP8.5) indicated that the hotspots would obviously move northward. These findings will serve effectively the fishery resources monitoring, management, and evaluation of small yellow croaker in the China Seas. Article in Journal/Newspaper Arctic Climate change Directory of Open Access Journals: DOAJ Articles Arctic Pacific Fishing Ground ENVELOPE(-55.848,-55.848,49.550,49.550) Frontiers in Marine Science 9
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic small yellow croaker
winter fishing ground indices
abundance index distribution models
climate change
regime shifts
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
spellingShingle small yellow croaker
winter fishing ground indices
abundance index distribution models
climate change
regime shifts
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
Rui Zhang
Yang Liu
Hao Tian
Shuhao Liu
Kaiwei Zu
Xinmei Xia
Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds
topic_facet small yellow croaker
winter fishing ground indices
abundance index distribution models
climate change
regime shifts
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
description Small yellow croaker (Larimichthys polyactis) is one of the key demersal species with high economic values and wide distribution in the China Seas. In this study, a Winter Fishing ground Abundance Index (WFAI) was developed by using fisheries survey data in 1971–1982 and used as the response variable to investigate the impacts of environmental variables, including surface current velocity (SCV), sea surface salinity (SSS), sea surface temperature (SST), and depth (DE). A total of 45 combinatorial generalized additive models (GAMs), generalized linear models (GLMs), and random forest models (RFs) were used to select the optimal WFAI prediction. The final WFAI distribution results showed that the winter fishing ground hotspots of small yellow croaker were mainly distributed between 11°C and 16°C isotherms and between 50-m and 100-m isobaths, and the area of winter fishing ground hotspots (WFHA) significantly decreased and the hotspots tended to move northward over the past 50 years. The shape of hotspots was strongly affected by temperature fronts and salinity fronts. Analysis with the climate indices revealed that the Atlantic Multidecadal Oscillation (AMO) might have a large influence on the distribution of small yellow croaker by affecting SST and SSS in the China Seas more than the Pacific Decadal Oscillation (PDO), North Pacific Gyre Oscillation (NPGO), and Arctic Oscillation Index (AOI). The future prediction based on two extreme scenarios (RCP2.6 and RCP8.5) indicated that the hotspots would obviously move northward. These findings will serve effectively the fishery resources monitoring, management, and evaluation of small yellow croaker in the China Seas.
format Article in Journal/Newspaper
author Rui Zhang
Yang Liu
Hao Tian
Shuhao Liu
Kaiwei Zu
Xinmei Xia
author_facet Rui Zhang
Yang Liu
Hao Tian
Shuhao Liu
Kaiwei Zu
Xinmei Xia
author_sort Rui Zhang
title Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds
title_short Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds
title_full Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds
title_fullStr Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds
title_full_unstemmed Impact of climate change on long-term variations of small yellow croaker (Larimichthys polyactis) winter fishing grounds
title_sort impact of climate change on long-term variations of small yellow croaker (larimichthys polyactis) winter fishing grounds
publisher Frontiers Media S.A.
publishDate 2022
url https://doi.org/10.3389/fmars.2022.915765
https://doaj.org/article/71695fcf01d6423e8c6e887d5bfdcf9d
long_lat ENVELOPE(-55.848,-55.848,49.550,49.550)
geographic Arctic
Pacific
Fishing Ground
geographic_facet Arctic
Pacific
Fishing Ground
genre Arctic
Climate change
genre_facet Arctic
Climate change
op_source Frontiers in Marine Science, Vol 9 (2022)
op_relation https://www.frontiersin.org/articles/10.3389/fmars.2022.915765/full
https://doaj.org/toc/2296-7745
2296-7745
doi:10.3389/fmars.2022.915765
https://doaj.org/article/71695fcf01d6423e8c6e887d5bfdcf9d
op_doi https://doi.org/10.3389/fmars.2022.915765
container_title Frontiers in Marine Science
container_volume 9
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