Trends in Area of Occurrence and Biomass of Fish and Macroinvertebrates on the Northeast U.S. Shelf Ecosystem

IF 1.8 3区 农林科学 Q2 FISHERIES
Kevin D. Friedland, Kisei R. Tanaka, Szymon Smoliński, Yanjun Wang, Cameron Hodgdon, Mackenzie Mazur, John Wiedenmann, Chandra Goetsch, Daniel E. Pendleton
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Abstract

Climate change can affect the habitat of marine species and hence their persistence and adaptation. Trends in area of occurrence and population biomass were examined for 177 fish and macroinvertebrates resident to the Northeast U.S. Continental Shelf ecosystem. Samples of these organisms were taken during a time series of research bottom trawl surveys conducted in the spring and autumn 1976–2019. The occurrence area of each taxon was modeled as the distribution of occurrence probability based on a random forest presence/absence classification model. Following, a population biomass of each taxon was modeled as a minimum swept area estimate, where the ecosystem was stratified biannually based on each taxon's spatial distribution. In both seasons, the sum of occurrence area and biomass across all modeled species increased over the study period. The summation of biomass is problematic since catchability is not known for most species; more importantly, most time series of individual species biomass trended higher. We found that the ratio of biomass to occurrence area, intended as a measure of productivity, showed no change in the autumn and had a weak increasing trend in spring. For the majority of taxa, the rate of change in biomass tracked changes in occurrence area (either positive or negative), but there were cases where the direction of change in biomass was opposite to the direction of change in occurrence area. Thermal conditions in surface waters appear to be a more important driver of occurrence area and biomass change than the change in thermal conditions near the bottom. These findings provide critical insights into the expected changes in ecosystem productivity transpiring with climate change.

Abstract Image

美国东北陆架生态系统鱼类和大型无脊椎动物的分布和生物量趋势
气候变化会影响海洋物种的栖息地,从而影响它们的持久性和适应性。研究了美国东北大陆架生态系统177种鱼类和大型无脊椎动物的发生面积和种群生物量变化趋势。这些生物的样本是在1976-2019年春季和秋季进行的一系列研究海底拖网调查中采集的。基于随机森林有无分类模型,将各分类单元的发生面积建模为发生概率分布。然后,将每个分类单元的种群生物量建模为最小扫掠面积估计,并根据每个分类单元的空间分布每两年对生态系统进行分层。在两个季节,所有模拟物种的发生面积和生物量总和在研究期间都有所增加。生物量的总和是有问题的,因为大多数物种的可捕性尚不清楚;更重要的是,大多数时间序列的单个物种生物量都呈上升趋势。生物量与发生面积的比值在秋季没有变化,而在春季有微弱的增加趋势。大多数类群的生物量变化率均随发生面积的变化而变化(或正或负),但也有与发生面积变化方向相反的情况。地表水的热条件似乎是发生面积和生物量变化的更重要驱动因素,而不是底部附近热条件的变化。这些发现为生态系统生产力随气候变化的预期变化提供了重要的见解。
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来源期刊
Marine and Coastal Fisheries
Marine and Coastal Fisheries FISHERIES-MARINE & FRESHWATER BIOLOGY
CiteScore
3.40
自引率
5.90%
发文量
40
审稿时长
>12 weeks
期刊介绍: Marine and Coastal Fisheries: Dynamics, Management, and Ecosystem Science publishes original and innovative research that synthesizes information on biological organization across spatial and temporal scales to promote ecologically sound fisheries science and management. This open-access, online journal published by the American Fisheries Society provides an international venue for studies of marine, coastal, and estuarine fisheries, with emphasis on species'' performance and responses to perturbations in their environment, and promotes the development of ecosystem-based fisheries science and management.
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