Moving from single values to trade-off curves for assessing the performance of water resources systems under uncertainty

IF 4.6 2区 环境科学与生态学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Yuan Cao , Wenyan Wu , Holger R. Maier , Matt S. Gibbs
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引用次数: 0

Abstract

Water resources management under uncertainty is made difficult by the subjective judgements that have to be made using current methods. This paper addresses this issue by introducing a method that eliminates the need to pre-select performance values of water resources systems from a distribution based on risk appetite. Instead, the entire trade-off curve between risk appetite and performance is considered. This enables more informed decision-making, as it will identify whether (i) a solution is always better/worse than another, irrespective of risk appetite, thereby removing any subjectivity or doubt from the decision-making process, or (ii) a solution performs better than another for some risk appetite levels but worse for others, enabling a more informed solution choice based on full knowledge of the nature of the trade-off between risk appetite and performance. The utility of the proposed approach is confirmed via a case study of a reservoir system in China.
不确定条件下水资源系统性能评估从单一值到权衡曲线的转变
不确定条件下的水资源管理由于必须使用现行方法作出主观判断而变得困难。本文通过引入一种方法来解决这个问题,该方法消除了从基于风险偏好的分布中预先选择水资源系统性能值的需要。而是考虑风险偏好和业绩之间的整个权衡曲线。这将使决策更加明智,因为它将确定(i)一个解决方案是否总是比另一个更好/更差,而不考虑风险偏好,从而消除决策过程中的任何主观性或疑虑,或者(ii)一个解决方案在某些风险偏好水平上比另一个更好,但在其他水平上更差,从而在充分了解风险偏好和绩效之间权衡的本质的基础上,实现更明智的解决方案选择。通过对中国某水库系统的实例研究,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Environmental Modelling & Software
Environmental Modelling & Software 工程技术-工程:环境
CiteScore
9.30
自引率
8.20%
发文量
241
审稿时长
60 days
期刊介绍: Environmental Modelling & Software publishes contributions, in the form of research articles, reviews and short communications, on recent advances in environmental modelling and/or software. The aim is to improve our capacity to represent, understand, predict or manage the behaviour of environmental systems at all practical scales, and to communicate those improvements to a wide scientific and professional audience.
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