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基于空间自相关分析的东海日本鲐空间聚集年代际变化研究

[Inter-decadal variation of spatial aggregation of Trichiurus japonicus in East China Sea based on spatial autocorrelation analysis].

作者信息

Yuan Xing Wei, Liu Zun Lei, Jin Yan, Cui Xue Sen, Zhou Wei Feng, Cheng Jia Hua

机构信息

East China Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences/Key Laboratory of East China Sea & Oceanic Fishery Resources Exploitation and Utilization, Ministry of Agriculture, Shanghai 200090, China.

出版信息

Ying Yong Sheng Tai Xue Bao. 2017 Oct;28(10):3409-3416. doi: 10.13287/j.1001-9332.201710.040.

DOI:10.13287/j.1001-9332.201710.040
PMID:29692162
Abstract

Marine fish shows high heterogeneity in spatial aggregation. We analyzed the inter-deca-dal variations of stock density for Trichiurus japonicus in East China Sea (ECS) using geo-statistical approaches such as spatial autocorrelation and hotspot analysis, based on the data of T. japonicus from both bottom trawl fishery and research surveys in the open waters of ECS during 1971 to 2011, combined with the sea surface temperature (SST) and surface salinity data in the PN section in August. The global spatial autocorrelation statistics showed that Moran's I firstly decreased and then went up, indicating that the spatial aggregation patterns of T. japonicus was weakened in the beginning and then increased during 1971 to 2011. The surface salinity in the PN section displayed the opposite trend during the same period. The local spatial autocorrelation statistics showed that the population firstly moved to the southern ECS and then to the northern ECS except in 1971 in which the population concentrated in the middle of ECS because of the restriction of offshore fishing ground. The movement of hotspot areas of T. japonicus adaptively varied with the first EOF mode of SST in summer (sumEOF1), which indicated that the hotspot areas first moved southeastward with decreasing sumEOF1, and moved northeastward with increasing sumEOF1, but all of the hotspot areas were close to the northward branch of the Kuroshio Current.

摘要

海洋鱼类在空间聚集方面表现出高度的异质性。我们利用空间自相关和热点分析等地理统计方法,基于1971年至2011年东海(ECS)底层拖网渔业和公海研究调查中日本鲐的数据,并结合8月PN断面的海表面温度(SST)和表层盐度数据,分析了东海日本鲐资源密度的年代际变化。全局空间自相关统计显示,莫兰指数(Moran's I)先下降后上升,表明1971年至2011年期间日本鲐的空间聚集模式开始时减弱,随后增强。同期PN断面的表层盐度呈现相反趋势。局部空间自相关统计显示,除1971年因近海渔场限制种群集中在东海中部外,种群先向东海南部移动,然后向东海北部移动。日本鲐热点区域的移动随夏季SST的第一经验正交函数模式(sumEOF1)自适应变化,这表明热点区域首先随着sumEOF1的降低向东南移动,随着sumEOF1的增加向东北移动,但所有热点区域都靠近黑潮暖流的向北分支。

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