Norwegian Institute for Water Research (NIVA), Oslo, Norway.
Department of Infrastructure Engineering, University of Melbourne, Melbourne, Victoria, Australia.
Integr Environ Assess Manag. 2024 Mar;20(2):401-418. doi: 10.1002/ieam.4871. Epub 2023 Dec 20.
An understanding of the combined effects of climate change (CC) and other anthropogenic stressors, such as chemical exposures, is essential for improving ecological risk assessments of vulnerable ecosystems. In the Great Barrier Reef, coral reefs are under increasingly severe duress from increasing ocean temperatures, acidification, and cyclone intensities associated with CC. In addition to these stressors, inshore reef systems, such as the Mackay-Whitsunday coastal zone, are being impacted by other anthropogenic stressors, including chemical, nutrient, and sediment exposures related to more intense rainfall events that increase the catchment runoff of contaminated waters. To illustrate an approach for incorporating CC into ecological risk assessment frameworks, we developed an adverse outcome pathway network to conceptually delineate the effects of climate variables and photosystem II herbicide (diuron) exposures on scleractinian corals. This informed the development of a Bayesian network (BN) to quantitatively compare the effects of historical (1975-2005) and future projected climate on inshore hard coral bleaching, mortality, and cover. This BN demonstrated how risk may be predicted for multiple physical and biological stressors, including temperature, ocean acidification, cyclones, sediments, macroalgae competition, and crown of thorns starfish predation, as well as chemical stressors such as nitrogen and herbicides. Climate scenarios included an ensemble of 16 downscaled models encompassing current and future conditions based on multiple emission scenarios for two 30-year periods. It was found that both climate-related and catchment-related stressors pose a risk to these inshore reef systems, with projected increases in coral bleaching and coral mortality under all future climate scenarios. This modeling exercise can support the identification of risk drivers for the prioritization of management interventions to build future resilient reefs. Integr Environ Assess Manag 2024;20:401-418. © 2023 Norwegian Institute for Water Research and The Authors. Integrated Environmental Assessment and Management published by Wiley Periodicals LLC on behalf of Society of Environmental Toxicology & Chemistry (SETAC). This article has been contributed to by U.S. Government employees and their work is in the public domain in the USA.
了解气候变化(CC)和其他人为压力因素(如化学暴露)的综合影响,对于提高脆弱生态系统的生态风险评估至关重要。在大堡礁,珊瑚礁正受到与 CC 相关的海洋温度升高、酸化和飓风强度增加等日益严重的压力。除了这些压力因素外,近岸珊瑚礁系统,如麦凯-惠特森德沿海地区,还受到其他人为压力因素的影响,包括与暴雨事件相关的化学、营养和沉积物暴露,这些事件增加了受污染水的集水区径流量。为了说明将 CC 纳入生态风险评估框架的方法,我们开发了一个不良后果途径网络,以概念上描绘气候变量和光合系统 II 除草剂(敌草隆)暴露对石珊瑚的影响。这为开发贝叶斯网络(BN)提供了信息,以定量比较历史(1975-2005 年)和未来预测的气候对近岸硬珊瑚白化、死亡率和覆盖率的影响。该 BN 表明,如何预测包括温度、海洋酸化、飓风、沉积物、大型藻类竞争和棘冠海星捕食在内的多种物理和生物压力因素以及化学压力因素的风险,如氮和除草剂。气候情景包括基于多个排放情景的当前和未来条件的 16 个降尺度模型的集合,涵盖了两个 30 年期间。结果发现,与气候相关的压力因素和集水区相关的压力因素都对这些近岸珊瑚礁系统构成了风险,所有未来气候情景下珊瑚白化和珊瑚死亡率都预计会增加。这种建模练习可以支持确定风险驱动因素,以便优先考虑管理干预措施,以建立未来具有弹性的珊瑚礁。2024 年《综合环境评估与管理》第 20 卷:401-418。©2023 挪威水研究所和作者。《综合环境评估与管理》由 Wiley 期刊出版公司代表环境毒理化学学会(SETAC)出版。本文由美国政府雇员撰写,其工作在美国属于公有领域。