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贝叶斯推断揭示了实验性渔业关闭对海洋捕食者数量的积极但微妙的影响。

Bayesian inference reveals positive but subtle effects of experimental fishery closures on marine predator demographics.

机构信息

Environment and Sustainability Institute, University of Exeter, Penryn Campus, Penryn, Cornwall TR10 9FE, UK

FitzPatrick Institute of African Ornithology, DST-NRF Centre of Excellence, University of Cape Town, Rondebosch, Cape Town 7701, South Africa.

出版信息

Proc Biol Sci. 2018 Jan 31;285(1871). doi: 10.1098/rspb.2017.2443.

Abstract

Global forage-fish landings are increasing, with potentially grave consequences for marine ecosystems. Predators of forage fish may be influenced by this harvest, but the nature of these effects is contentious. Experimental fishery manipulations offer the best solution to quantify population-level impacts, but are rare. We used Bayesian inference to examine changes in chick survival, body condition and population growth rate of endangered African penguins in response to 8 years of alternating time-area closures around two pairs of colonies. Our results demonstrate that fishing closures improved chick survival and condition, after controlling for changing prey availability. However, this effect was inconsistent across sites and years, highlighting the difficultly of assessing management interventions in marine ecosystems. Nevertheless, modelled increases in population growth rates exceeded 1% at one colony; i.e. the threshold considered biologically meaningful by fisheries management in South Africa. Fishing closures evidently can improve the population trend of a forage-fish-dependent predator-we therefore recommend they continue in South Africa and support their application elsewhere. However, detecting demographic gains for mobile marine predators from small no-take zones requires experimental time frames and scales that will often exceed those desired by decision makers.

摘要

全球捕捞的饲料鱼数量正在增加,这可能对海洋生态系统造成严重后果。饲料鱼的捕食者可能会受到这种捕捞的影响,但这些影响的性质存在争议。实验性渔业管理可以提供量化种群水平影响的最佳解决方案,但这种方法很少使用。我们使用贝叶斯推断方法,研究了在两个对繁殖地进行了 8 年的时间-面积交替关闭的情况下,濒危的非洲企鹅雏鸟的存活率、身体状况和种群增长率的变化。我们的研究结果表明,在控制了猎物可获得性的变化后,渔业关闭提高了雏鸟的存活率和健康状况。然而,这种效果在不同的地点和年份之间并不一致,这突出了评估海洋生态系统中管理干预措施的困难。尽管如此,模型预测的种群增长率在一个繁殖地增加了 1%以上;即南非渔业管理认为具有生物学意义的阈值。渔业关闭显然可以改善依赖饲料鱼的捕食者的种群趋势,因此我们建议在南非继续实施,并支持在其他地方应用。然而,要从小型禁渔区检测到对移动海洋捕食者的人口增长,需要实验性的时间框架和规模,这往往超出决策者的期望。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2e1/5805942/5c002c6227e5/rspb20172443-g1.jpg

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