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采用证据权重法了解奥卡纳根红大麻哈鱼的恢复情况。

A Weight-of-Evidence Approach for Understanding the Recovery of Okanagan Sockeye Salmon.

机构信息

ESSA Technologies Ltd., Vancouver, BC, Canada.

Okanagan Nation Alliance, Westbank, BC, Canada.

出版信息

Environ Manage. 2024 Dec;74(6):1063-1085. doi: 10.1007/s00267-024-02031-y. Epub 2024 Sep 9.

Abstract

The productivity of Pacific Sockeye salmon (Oncorhynchus nerka) in the Columbia River has been declining over the past century. Yet, the Okanagan River Sockeye salmon population, which spawns in the Okanagan River, a Canadian tributary of the Columbia River, has seen a remarkable turnaround in abundance. Different hypotheses and lines of evidence covering multiple spatial scales have been proposed to explain this recovery; but they have never been comprehensively assessed. We adopted a weight-of-evidence approach to systematically assess the relative likelihood that each of these causal hypotheses contributed to the observed recovery. Our analysis disentangles the relative consequences of a set of environmental management actions that have been implemented to augment the Sockeye salmon freshwater productivity, while accounting for changes in freshwater and marine environmental conditions. Our list of potentially explanatory causal factors (anthropogenic and natural) included: (1) changes in escapement concurrent with improving local fish passage, (2) the implementation of fish-friendly flows in the Okanagan River, (3) initiating a hatchery restocking program, (4) potential improvements to Columbia dam operations to support higher relative survival of out-migrating juvenile fish, (5) possible shifts in survival-favorable conditions in the coastal marine environment for ocean-going life stages, and (6) broader changes to multi-stock harvest regimes in the Columbia River. Our assessment leveraged comparisons with the population dynamics of another Sockeye salmon stock in the Columbia River basin to differentiate between the impacts of management actions taken within the Okanagan watershed (our focus) from those occurring over the broader basin and marine scale. The results suggest that while shifts towards survival-favorable conditions in the coastal marine environment in 2007 played an important role in the upturn of the Okanagan population, alone it cannot explain the rate at which the Okanagan River Sockeye salmon recovered. Strong evidence supports the combined effect of increased escapement in conjunction with establishing and securing fish-friendly flows during spawning, incubation, and alevin emergence. Additionally, Sockeye salmon restocking improved the resilience of the stock against density-independent mortality events. These combined basin-level management actions played a pivotal role in magnifying the recovery trajectory afforded by improved marine survivorship. The spectacular response of the Okanagan River Sockeye salmon to the holistic perspectives and management interventions of Indigenous and other caretakers provides hope that other Pacific salmon stocks can be stabilized and recovered.

摘要

在过去的一个世纪里,太平洋红大麻哈鱼(Oncorhynchus nerka)的生产力一直在下降。然而,奥卡纳根河红大麻哈鱼的数量却有所增加,它们在奥卡纳根河产卵,奥卡纳根河是哥伦比亚河的加拿大支流。为了解释这种恢复现象,已经提出了不同的假设和证据线索,涵盖了多个空间尺度;但它们从未被全面评估过。我们采用了证据权重法来系统地评估这些因果假设中每一个对观察到的恢复的相对可能性。我们的分析揭示了一系列环境管理措施的相对后果,这些措施已经被实施来增加红大麻哈鱼的淡水生产力,同时考虑到淡水和海洋环境条件的变化。我们列出的潜在解释性因果因素(人为和自然的)包括:(1)与改善当地鱼类通道同时发生的洄游数量变化,(2)在奥卡纳根河实施鱼类友好型水流,(3)启动一个孵化场再放养计划,(4)可能改进哥伦比亚大坝的运行,以支持外移幼鱼更高的相对存活率,(5)海洋生活阶段在沿海海洋环境中有利于生存的条件的可能转变,以及(6)哥伦比亚河多鱼种捕捞制度的更广泛变化。我们的评估利用了与哥伦比亚河流域另一个红大麻哈鱼种群的种群动态进行比较,以区分奥卡纳根流域内采取的管理措施的影响(我们的重点)与更广泛的流域和海洋尺度上发生的影响。结果表明,尽管 2007 年沿海海洋环境中有利于生存的条件的转变在奥卡纳根种群的好转中发挥了重要作用,但仅凭这一点并不能解释奥卡纳根河红大麻哈鱼恢复的速度。强有力的证据支持增加洄游数量与在产卵、孵化和幼鱼出现期间建立和确保鱼类友好型水流相结合的综合影响。此外,红大麻哈鱼的再放养提高了该种群对密度独立死亡率事件的恢复能力。这些综合流域管理措施在放大由提高海洋存活率带来的恢复轨迹方面发挥了关键作用。奥卡纳根河红大麻哈鱼对土著居民和其他管理者的整体观点和管理干预的惊人反应,给人们带来了希望,即其他太平洋鲑鱼种群可以得到稳定和恢复。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7883/11549111/1872fc70ae3c/267_2024_2031_Fig1_HTML.jpg

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