Jiangsu Marine Fisheries Research Institute, Nantong, China.
College of Marine Sciences, Shanghai Ocean University, Shanghai, China.
J Fish Biol. 2023 Jun;102(6):1358-1372. doi: 10.1111/jfb.15383. Epub 2023 Apr 2.
Small yellow croaker (Larimichthys polyactis), a commercially essential fish commonly caught in China and South Korea, is now facing a severe decline in resources. The recruitment and surplus of L. polyactis depend selecting a suitable marine environment for overwintering. However, the international overwintering migration habit of L. polyactis limits the investigation of its overwintering environment preferences and suitable grounds. In this study, based on the distribution data of L. polyactis in the southern Yellow Sea in winter from 2010 to 2019 and ocean remote sensing data such as sea bottom temperature (SBT), sea bottom salinity, chlorophyll-a concentration and water depth (Depth), we used the maximum entropy (MaxEnt) and the genetic algorithm for rule-set production (GARP) models to investigate the overwintering grounds of the southern Yellow Sea stock (SYS). The jackknife test was used to assess the importance of various environmental factors. For modelling the overwintering ground distribution of SYS, the area under the curve values of both models were higher than 0.9. The overwintering ground was at 32°10' N-33°48' N, 122°30' E-125°00' E. The direction of its distribution was consistent with the Yellow Sea Warm Current in the southern Yellow Sea during the winter. Compared with the suitable overwintering area during 2010-2014, the highly appropriate overwintering area for SYS to overwinter decreased significantly during 2015-2019, showing a trend of moving to the east and north, related to the increase in fishing pressure and strengthening of the Yellow Sea Warm Current in recent years. Depth was the most significant factor for SYS overwintering, followed by SBT. The overwintering ground was at a depth of 40-65 m during the two periods. Additionally, the suitability of overwintering grounds in the coastal waters of south-western South Korea has gradually increased. This study provides a scientific basis for formulating effective strategies to manage L. polyactis resources under the China-South Korea Fisheries Agreement.
小黄鱼(Larimichthys polyactis)是中国和韩国常见的商业性重要鱼类,其资源正面临严重衰退。小黄鱼的补充群体依赖于选择合适的海洋环境进行越冬。然而,小黄鱼的国际越冬洄游习性限制了对其越冬环境偏好和适宜场所的调查。在这项研究中,基于 2010 年至 2019 年冬季南黄海小黄鱼的分布数据以及海底温度(SBT)、海底盐度、叶绿素-a 浓度和水深(Depth)等海洋遥感数据,我们使用最大熵(MaxEnt)和遗传算法规则集生产(GARP)模型来研究南黄海种群(SYS)的越冬场。刀切检验用于评估各种环境因素的重要性。对于 SYS 越冬场分布的建模,两个模型的曲线下面积值均高于 0.9。越冬场位于 32°10'N-33°48'N,122°30'E-125°00'E。其分布方向与冬季南黄海黄海暖流一致。与 2010-2014 年期间的适宜越冬面积相比,SYS 越冬的高适宜越冬面积在 2015-2019 年期间显著减少,表现出向东部和北部移动的趋势,这与近年来捕捞压力的增加和黄海暖流的增强有关。水深是 SYS 越冬的最重要因素,其次是 SBT。在这两个时期,越冬场的水深在 40-65m 之间。此外,韩国西南部沿海水域的越冬场适宜性逐渐增加。本研究为制定《中韩渔业协定》下有效管理小黄鱼资源的战略提供了科学依据。