Long-term comparison between the Japanese sardine Sardinops melanostictus stock level and simulated zooplankton density around the Kuroshio region

IF 2.2 3区 环境科学与生态学 Q2 ECOLOGY Marine Ecology Progress Series Pub Date : 2024-07-30 DOI:10.3354/meps14622
Haruka Nishikawa, Hiroyuki Tsujino, Shiro Nishikawa, Shin-Ichiro Nakayama, Hideyuki Nakano, Toru Sugiyama, Yoichi Ishikawa
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Abstract

ABSTRACT: Sardine species are known for multi-decadal-scale stock fluctuations. The Japanese sardine Sardinops melanostictus is one such species that is distributed near the Kuroshio western boundary current system. Like other sardines, food availability in the larval stage is thought to be an important factor in Japanese sardine stock fluctuations. Previous studies have suggested the significance of the feeding environment, particularly in the winter and spring seasons, within the Kuroshio axis area. However, collecting zooplankton, the primary food for larvae, along the strong current is challenging, and there is a lack of long-term observational data on zooplankton in this area. Therefore, in this study, we estimated zooplankton density in the Kuroshio axis area from 1967 to 2018 using a coupled physical-biological lower trophic level ecosystem model and compared it with the logarithm of recruitment per spawning stock biomass (LNRPS) and logarithm of recruitment per egg (LNRPE) of the Japanese sardine. Significant correlations were found between the zooplankton density and LNRPS from 1967 to 2004 and between zooplankton density and LNRPE from 1979 to 1996. Since, in this study, Granger causality was established between zooplankton density and LNRPS before 2005 and between zooplankton density and LNRPE before 1996, in these periods, namely 1967-2004 and 1979-1996, there is a high likelihood that zooplankton density influenced the interannual variation in recruitment. On the other hand, we found no relationship between recent food availability and LNRPS/LNRPE. This aspect remains a subject for future research.
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日本沙丁鱼(Sardinops melanostictus)种群数量与黑潮地区浮游动物模拟密度的长期比较
摘要:众所周知,沙丁鱼物种的种群会出现十年一遇的波动。日本沙丁鱼(Sardinops melanostictus)就是分布在黑潮西部边界洋流系统附近的沙丁鱼物种之一。与其他沙丁鱼一样,幼鱼阶段的食物供应被认为是日本沙丁鱼种群波动的一个重要因素。之前的研究表明,黑潮轴心区域内的觅食环境,尤其是冬春季节的觅食环境非常重要。然而,在强海流中采集幼体的主要食物浮游动物具有挑战性,而且该地区缺乏浮游动物的长期观测数据。因此,在本研究中,我们利用物理-生物低营养级耦合生态系统模型估算了 1967 年至 2018 年黑潮轴心区域的浮游动物密度,并将其与日本沙丁鱼每产卵种群生物量招募对数(LNRPS)和每卵招募对数(LNRPE)进行了比较。研究发现,1967 年至 2004 年浮游动物密度与 LNRPS 之间以及 1979 年至 1996 年浮游动物密度与 LNRPE 之间存在显著相关性。由于在本研究中,2005 年以前浮游动物密度与 LNRPS 之间以及 1996 年以前浮游动物密度与 LNRPE 之间建立了格兰杰因果关系,因此在这两个时期,即 1967-2004 年和 1979-1996 年,浮游动物密度极有可能影响了招募量的年际变化。另一方面,我们没有发现近期食物供应与 LNRPS/LNRPE 之间的关系。这方面仍是未来研究的一个课题。
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来源期刊
Marine Ecology Progress Series
Marine Ecology Progress Series 环境科学-海洋学
CiteScore
5.30
自引率
8.00%
发文量
238
审稿时长
3 months
期刊介绍: The leading journal in its field, MEPS covers all aspects of marine ecology, fundamental and applied. Topics covered include microbiology, botany, zoology, ecosystem research, biological oceanography, ecological aspects of fisheries and aquaculture, pollution, environmental protection, conservation, and resource management.
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