Climate driven response of the Iceland‐East Greenland‐Jan Mayen capelin distribution

IF 1.9 2区 农林科学 Q2 FISHERIES Fisheries Oceanography Pub Date : 2024-09-05 DOI:10.1111/fog.12702
Warsha Singh, Kristinn Guðnason, Marcel Montanyès, Martin Lindegren
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Abstract

Climate change is altering the distribution of marine organisms worldwide. This may, in turn, affect the overall structure and functioning of ecosystems, sometimes leading to low productive regimes. Pronounced shifts in distribution and migration have been observed for capelin (Mallotus villosus), one of the ecologically and commercially important species in the Arctic. This study attempts to discern whether a relationship existed between the altered capelin dynamics and the changing physical environmental conditions in the Iceland‐East Greenland‐Jan Mayen region. More specifically, three species distribution models were used to predict hindcasts (pre‐shift years 1993–2002) and nowcasts (post‐shift years 2003–2019) of capelin distribution based on relationships with temperature, salinity, current speed, net primary productivity, and bathymetry. The predicted probability of occurrence over these two time periods demonstrates that the changing environmental conditions have contributed to the modified distribution of the stock during its late feeding season in autumn and during the onset of spawning season in winter. The multi‐model approach used in this study has provided a solid statistical framework to describe the environmental niche of capelin and its potential responses to changing ocean climate.
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冰岛-东格陵兰-扬马延岛毛鳞鱼分布受气候影响的反应
气候变化正在改变全球海洋生物的分布。这反过来又会影响生态系统的整体结构和功能,有时会导致低产。北极地区具有重要生态和商业价值的物种之一--毛鳞鱼(Mallotus villosus)的分布和迁移发生了明显变化。本研究试图找出冰岛-东格陵兰-扬马延地区毛鳞鱼动态变化与自然环境条件变化之间是否存在关系。更具体地说,根据与温度、盐度、流速、净初级生产力和水深的关系,使用了三种物种分布模型来预测毛鳞鱼分布的后测(变化前的 1993-2002 年)和现测(变化后的 2003-2019 年)。这两个时间段的预测发生概率表明,环境条件的变化导致秋季觅食季节后期和冬季产卵季节开始时的种群分布发生了变化。本研究采用的多模型方法为描述毛鳞鱼的环境生态位及其对海洋气候变化的潜在反应提供了一个坚实的统计框架。
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来源期刊
Fisheries Oceanography
Fisheries Oceanography 农林科学-海洋学
CiteScore
5.00
自引率
7.70%
发文量
50
审稿时长
>18 weeks
期刊介绍: The international journal of the Japanese Society for Fisheries Oceanography, Fisheries Oceanography is designed to present a forum for the exchange of information amongst fisheries scientists worldwide. Fisheries Oceanography: presents original research articles relating the production and dynamics of fish populations to the marine environment examines entire food chains - not just single species identifies mechanisms controlling abundance explores factors affecting the recruitment and abundance of fish species and all higher marine tropic levels
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Issue Information Evaluating the importance of vertical environmental variables for albacore fishing grounds in tropical Atlantic Ocean using machine learning and Shapley additive explanations (SHAP) approach Climate driven response of the Iceland‐East Greenland‐Jan Mayen capelin distribution Otolith elemental composition indicates differences in the habitat use for larvae and early juveniles of Japanese jack mackerel (Trachurus japonicus) in the waters around Japan Feeding habits of splendid alfonsino Beryx splendens in the vicinity of Kuroshio, the south of Japan
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