Bridging the Gap Between Top-Down and Bottom-Up Climate Vulnerability Assessments: Process Informed Exploratory Scenarios Identify System-Based Water Resource Vulnerabilities

IF 4.6 1区 地球科学 Q2 ENVIRONMENTAL SCIENCES
J. Kucharski, S. Steinschneider, J. Herman, J. Olszewski, W. Arnold, S. Rahat, R. Maendly, P. Ray
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引用次数: 0

Abstract

The threat that climate change poses to water resource systems has led to a substantial and growing number of impact studies. These studies follow two approaches: (a) top-down studies are driven by projections of future climate change provided by downscaled general circulation models (GCMs); and (b) bottom-up studies are driven by the systematic evaluation of exploratory scenarios. Top-down approaches produce realistic scenarios rooted in the simulation of thermodynamic and dynamic processes represented in GCMs, but the internal resolution of these processes make it difficult to link vulnerabilities to discrete components of change. Bottom-up approaches link vulnerabilities to discrete components of change through the structured evaluation of exploratory scenarios, but the lack of insight rooted in climate change processes can lead to the development of implausible scenarios. This paper evaluates exploratory scenarios developed through thermodynamic and dynamical guided perturbations motivated by GCM-bound insights. The result is a hybrid approach that bridges a gap between top-down and bottom-up approaches. This yields several advantages. First, emerging vulnerabilities are linked to distinct thermodynamic and dynamic processes that are modeled in GCMs with differential likelihoods and plausible ranges of change. Second, the structured evaluation of process-informed exploratory scenarios link system vulnerabilities to distinct components of climate change. An illustrative case study demonstrates perturbations linked to thermodynamic and dynamical processes have a large impact on stakeholder-defined flood and drought performance, and the structured evaluation of process-informed exploratory scenarios find nuanced infrastructure-specific vulnerabilities that would be difficult to identify using an alternative approach.
缩小自上而下和自下而上气候脆弱性评估之间的差距:以过程为依据的探索性方案确定基于系统的水资源脆弱性
气候变化对水资源系统造成的威胁导致了大量且日益增多的影响研究。这些研究遵循两种方法:(a) 自上而下的研究由缩小尺度的大气环流模型(GCMs)提供的未来气候变化预测驱动;(b) 自下而上的研究由系统评估探索性方案驱动。自上而下的方法以模拟全球环流模型所代表的热力学和动力学过程为基础,产生现实的假设情景,但这些过程的内部分辨率使其难以将脆弱性与变化的离散成分联系起来。自下而上的方法通过对探索性情景进行结构化评估,将脆弱性与变化的离散成分联系起来,但由于缺乏对气候变化过程的深入了解,可能导致制定出难以置信的情景。本文通过热力学和动力学引导的扰动来评估探索性假设情景,这些扰动是以全球大气环流模型为基础的。其结果是一种混合方法,在自上而下和自下而上的方法之间架起了一座桥梁。这种方法有几个优点。首先,新出现的脆弱性与不同的热力学和动力学过程相关联,而这些过程是在具有不同可能性和合理变化范围的大气环流模型中建模的。其次,对过程知情的探索性方案进行结构化评估,将系统脆弱性与气候变化的不同组成部分联系起来。一个示例研究表明,与热力学和动力学过程相关的扰动对利益相关者定义的洪水和干旱表现有很大影响,对过程知情探索性情景的结构化评估发现了细微的基础设施特定脆弱性,而使用其他方法很难发现这些脆弱性。
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来源期刊
Water Resources Research
Water Resources Research 环境科学-湖沼学
CiteScore
8.80
自引率
13.00%
发文量
599
审稿时长
3.5 months
期刊介绍: Water Resources Research (WRR) is an interdisciplinary journal that focuses on hydrology and water resources. It publishes original research in the natural and social sciences of water. It emphasizes the role of water in the Earth system, including physical, chemical, biological, and ecological processes in water resources research and management, including social, policy, and public health implications. It encompasses observational, experimental, theoretical, analytical, numerical, and data-driven approaches that advance the science of water and its management. Submissions are evaluated for their novelty, accuracy, significance, and broader implications of the findings.
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