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MEPS 751:133-152 (2024)  -  DOI: https://doi.org/10.3354/meps14772

Projected changes in seasonal potential distribution of chub mackerel Scomber japonicus under continued ocean warming in Korean waters

Minkyoung Bang1, Dongwha Sohn2, Jung Jin Kim3, Wonkeun Choi1,4, Elliott Lee Hazen5,6, Sukyung Kang7, Sangil Kim8,9, Chan Joo Jang1,4,10,*

1Ocean Circulation & Climate Research Department, Korea Institute of Ocean Science and Technology, Busan 49111, ROK
2Institute of Mathematical Sciences, Pusan National University, Busan 46241, ROK
3Research Planning Division, National Institute of Fisheries Science, Busan 46083, ROK
4Department of Ocean Science, University of Science and Technology, Daejeon 34113, ROK
5Environmental Research Division, Southwest Fisheries Science Centre, National Oceanographic and Atmospheric Administration, Monterey, California 93940, USA
6Department of Ecology and Evolutionary Biology, University of California Santa Cruz, Santa Cruz, California 95064, USA
7Fisheries Resources Management Division, National Institute of Fisheries Science, Busan 46083, ROK
8Department of Mathematics, Pusan National University, Busan 46241, ROK
9Institute for Future Earth, Pusan National University, Busan 46241, ROK
10Ocean Science and Technology School, Korea Maritime and Ocean University, Busan 49112, ROK
*Corresponding author:

ABSTRACT: Chub mackerel Scomber japonicus (subsequently referred to as mackerel), a commercially important small pelagic fish in Korea, is highly sensitive to environmental changes and has shifted its spatial distribution owing to climate change in recent decades. This study examined projected changes in the seasonal potential distribution of mackerel in Korean waters in the 2050s. Three species distribution models—a maximum entropy model, a generalised additive model, and boosted regression trees—were fitted using mackerel presence and 5 skillful environmental variables (temperature, salinity, current velocity, and chlorophyll concentration at the surface, and mixed layer depth) over 18 yr (1998-2015) and projected under 3 CMIP6 future scenarios. The distribution models projected future changes in mackerel habitat with high seasonal and regional variability. Mackerel habitat was projected to increase by 13.35-42.01% throughout the year in the East Sea and decrease by up to 12.73% in the northern East China Sea and by 5.28-20.93% in the Yellow Sea in spring and summer. The habitat gains and losses of mackerel were mainly driven by the predicted temperature increases and salinity decreases. The habitat contraction in spawning areas—mainly in the Yellow and northern East China Seas—contributes to the loss of spawning habitats, which could considerably change the abundance and timing of spawning and, in turn, fisheries productivity. Our findings suggest that future changes in the seasonal potential distribution of mackerel and their potential impacts on fishing communities should be considered to effectively plan future management strategies, particularly for environmentally sensitive species such as mackerel.


KEY WORDS: Chub mackerel · Scomber japonicus · Habitat distribution · Climate change · Future projection · Korean waters · Species distribution model · CMIP6


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Cite this article as: Bang M, Sohn D, Kim JJ, Choi W and others (2024) Projected changes in seasonal potential distribution of chub mackerel Scomber japonicus under continued ocean warming in Korean waters. Mar Ecol Prog Ser 751:133-152. https://doi.org/10.3354/meps14772

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