Climate-driven changes in the timing of spawning and the availability of walleye pollock (Gadus chalcogrammus) to assessment surveys in the Gulf of Alaska

IF 3.1 2区 农林科学 Q1 FISHERIES
Lauren A Rogers, Cole C Monnahan, Kresimir Williams, Darin T Jones, Martin W Dorn
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Abstract

Climate-driven changes in the timing of spawning or migration can affect the availability of fish to surveys designed to monitor their abundance, complicating efforts to assess stock status and sustainably manage fisheries. From 2017 to 2019, trends in biomass estimates from four surveys used to monitor Gulf of Alaska pollock diverged. These conflicting trends increased uncertainty in the stock assessment and occurred during a time of rapid environmental change. We hypothesized that changes in spawn timing affected availability of pollock to a winter survey that targets pre-spawning aggregations. To test this, we reconstructed relative spawn timing using two independent data sources: spring larval surveys and observations of spawning state in mature female pollock. We found that changes in spawn timing relative to survey timing explained a significant portion of recent and historical discrepancies between survey and model estimates of biomass. We then incorporated measures of spawn timing/survey timing mismatch as catchability covariates in an enhanced state-space stock assessment model. Including spawn timing-based catchability covariates significantly improved the model fit to survey data and provided a mechanistic explanation for recent survey discrepancies.
阿拉斯加海湾产卵时间和可用于评估调查的马眼狭鳕(Gadus chalcogrammus)的气候驱动变化
气候驱动的产卵或洄游时间变化会影响用于监测鱼类丰度的调查的鱼类可用性,从而使评估鱼类种群状况和可持续管理渔业的工作复杂化。从 2017 年到 2019 年,用于监测阿拉斯加湾狭鳕的四项调查的生物量估计趋势出现了分歧。这些相互矛盾的趋势增加了种群评估的不确定性,并且发生在环境快速变化的时期。我们假设,产卵时间的变化影响了以产卵前聚集为目标的冬季调查对狭鳕的可用性。为了验证这一假设,我们利用两个独立的数据源重建了相对产卵时间:春季幼体调查和对成熟雌性狭鳕产卵状态的观察。我们发现,相对于调查时间,产卵时间的变化在很大程度上解释了近期和历史上调查与模型估计生物量之间的差异。然后,我们将产卵时间/调查时间不匹配的测量结果作为可捕性协变量纳入了一个增强的状态空间种群评估模型。将基于产卵时间的可捕性协变量纳入模型后,大大提高了模型与调查数据的拟合度,并为近期的调查差异提供了机理解释。
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来源期刊
ICES Journal of Marine Science
ICES Journal of Marine Science 农林科学-海洋学
CiteScore
6.60
自引率
12.10%
发文量
207
审稿时长
6-16 weeks
期刊介绍: The ICES Journal of Marine Science publishes original articles, opinion essays (“Food for Thought”), visions for the future (“Quo Vadimus”), and critical reviews that contribute to our scientific understanding of marine systems and the impact of human activities on them. The Journal also serves as a foundation for scientific advice across the broad spectrum of management and conservation issues related to the marine environment. Oceanography (e.g. productivity-determining processes), marine habitats, living resources, and related topics constitute the key elements of papers considered for publication. This includes economic, social, and public administration studies to the extent that they are directly related to management of the seas and are of general interest to marine scientists. Integrated studies that bridge gaps between traditional disciplines are particularly welcome.
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