利用时空模型比较白令海西部和东部太平洋鲑鱼幼鱼的数量、分布和身体状况

IF 2.2 2区 农林科学 Q2 FISHERIES
Aleksey Somov , Edward V. Farley , Ellen M. Yasumiishi , Megan V. McPhee
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引用次数: 0

摘要

最近的气候变化对白令海东部的鲑鱼种群普遍产生了负面影响,而对白令海西部的鲑鱼种群则产生了正面影响。东白令海 (EBS) 的鲑鱼种群周期性地出现生产力、体型和存活率下降的情况,而西白令海 (WBS) 的鲑鱼种群则趋于稳定,一些种群的数量还在增加。造成这种差异的部分原因可能是幼年鲑鱼在其第一个海洋年所占据的栖息地不同,而栖息地往往决定了幼年鲑鱼的繁殖情况。在此,我们利用在 EBS 和 WBS 进行的鲑鱼调查来比较这两个大型海洋生态系统中幼鱼的状况。我们应用时空矢量自回归时空模型(VAST)来调整时间、船只和拖网渔具的差异,并比较了 2002 年至 2022 年 WBS 和 EBS 中粉红鲑、大马哈鱼和红鲑三种幼鲑(分别为 Oncorhynchus gorbuscha、O. keta 和 O.nerka)的相对丰度和身体状况指数(身长、体重和富尔顿条件因子)。与偶数年的 EBS 相比,WBS 中的幼年大马哈鱼表现出更大的体型和更高的 Fulton 条件因子,且数量更多。在 WBS 中,所有物种的相对丰度和身体状况都出现了明显的偶数年模式,而年际温度变化的影响有限。相反,温度对东亚BS鲑鱼的影响很大,相对丰度和身体状况的大部分变化发生在温暖期和寒冷期之间,只有在粉鲑的相对丰度和身体状况中发现了偶数/偶数模式。我们发现了西印度洋-东印度洋的不同洄游模式,东印度洋幼鱼比西印度洋幼鱼更早离开近岸栖息地,但洄游到近海的时间较晚,这与水深和东印度洋宽阔的陆架有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison of Juvenile Pacific Salmon abundance, distribution, and body condition between Western and Eastern Bering Sea using spatiotemporal models

Recent changes in climate have had generally negative impacts on salmon stocks in the eastern and positive effects in the western Bering Sea (WBS). Eastern Bering Sea (EBS) salmon stocks have periodically experienced reduced productivity, size, and survival, whereas salmon stocks in the western Bering Sea (WBS) have tended to be more stable, with some stocks increasing in abundance. This difference could be partially attributed to the different habitats that juvenile salmon occupy during their first marine year, which often determines recruitment. Here, we used salmon surveys in the EBS and WBS to compare the status of juveniles in these two large marine ecosystems. We applied spatio-temporal vector autoregressive spatio-temporal (VAST) models to adjust for differences in timing, vessels and trawl gear used, and to compare the relative abundance and body condition indices (length, weight, and Fulton's condition factor) of three juvenile salmon species pink, chum and sockeye salmon (Oncorhynchus gorbuscha, O. keta, and O.nerka respectively) between the WBS and EBS from 2002 to 2022. Juvenile salmon in WBS exhibited a consistent trend of larger size and higher Fulton's condition factor, with greater abundance compared to EBS in even years. A clear even-odd year pattern, which is believed to be driven by pink salmon, occurred in all species’ relative abundance and body condition in the WBS, with a limited impact of interannual temperature changes. Conversely, temperature had a significant impact on EBS salmon, with much of the variation in relative abundance and body condition occurring between warm and cold periods, and even/odd patterns were found only in pink salmon relative abundance and body condition. We detected different WBS-EBS migration patterns, with EBS juveniles dispersing from nearshore habitats earlier than WBS juveniles but migrating offshore later that is connected to bathymetry and the broad shelf in the EBS.

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来源期刊
Fisheries Research
Fisheries Research 农林科学-渔业
CiteScore
4.50
自引率
16.70%
发文量
294
审稿时长
15 weeks
期刊介绍: This journal provides an international forum for the publication of papers in the areas of fisheries science, fishing technology, fisheries management and relevant socio-economics. The scope covers fisheries in salt, brackish and freshwater systems, and all aspects of associated ecology, environmental aspects of fisheries, and economics. Both theoretical and practical papers are acceptable, including laboratory and field experimental studies relevant to fisheries. Papers on the conservation of exploitable living resources are welcome. Review and Viewpoint articles are also published. As the specified areas inevitably impinge on and interrelate with each other, the approach of the journal is multidisciplinary, and authors are encouraged to emphasise the relevance of their own work to that of other disciplines. The journal is intended for fisheries scientists, biological oceanographers, gear technologists, economists, managers, administrators, policy makers and legislators.
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