家庭行为的不确定性驱动了大堤效应大小的巨大变化

IF 3 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Parin Bhaduri, Adam B. Pollack, James Yoon, Pranab K. Roy Chowdhury, Heng Wan, David Judi, Brent Daniel, Vivek Srikrishnan
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引用次数: 0

摘要

由于气候变化,沿海城市面临越来越多的洪水灾害。物理基础设施,如堤防,通常用于减少洪水的危害。为了有效地管理洪水风险,重要的是要了解物理基础设施改变危害和暴露的程度。例如,许多研究表明,筑堤会导致风险的整体增加,因为筑堤促进暴露的程度大于减少洪水的程度。尽管这种所谓的“堤防效应”被广泛研究,但关于堤防建设和洪水风险相关的不确定性如何转化为沿海社区堤防效应的发生和强度,还存在知识空白。在这里,我们使用基于代理的建模来模拟洪水风险信息路径对堤防效应周围动态的影响,首先是在理想条件下,然后是在真实的沿海案例研究中。最后,我们进行了全局敏感性分析,以确定哪些模型因素有助于堤防效应的强度。我们发现,在理想条件下,堤防效应的强度对经济(如人口增长)和工程(如堤防破坏)因素高度敏感。然而,在更复杂的沿海条件下,与家庭行为相关的因素(如风险规避)对堤防效应的强度影响更大。总的来说,我们的研究结果强调了在测量沿海社区洪水风险时,捕捉多种行为、经济和工程因素之间的相互作用和不确定性的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Uncertainty in Household Behavior Drives Large Variation in the Size of the Levee Effect

Uncertainty in Household Behavior Drives Large Variation in the Size of the Levee Effect

Coastal cities face increasing flood hazards due to climate change. Physical infrastructures, such as levees, are commonly used to reduce flood hazards. To effectively manage flood risks, it is important to understand the degree to which physical infrastructures change both hazard and exposure. For example, many studies suggest that levee construction causes an overall increase in risk because levees promote exposure growth to a greater degree than they reduce flood hazards. Although this so-called “levee effect” is widely studied, there are knowledge gaps surrounding how uncertainties related to levee construction and flood risk translate into the occurrence and strength of the levee effect in coastal communities. Here, we use agent-based modeling to simulate the influence of flood risk information pathways on the dynamics around the levee effect, first under idealized conditions and then within a real-world coastal case study. We finally conduct a global sensitivity analysis to identify which model factors contribute to the strength of the levee effect. We find that, under idealized conditions, the strength of the levee effect is highly sensitive to economic (e.g., population growth) and engineering (e.g., levee failure) factors. However, under more complex coastal conditions, factors related to household behavior (e.g., risk aversion) are more influential on the strength of the levee effect. Overall, our findings emphasize the importance of capturing the interactions and uncertainties among multiple behavioral, economic, and engineering factors when measuring flood risk in coastal communities.

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来源期刊
Journal of Flood Risk Management
Journal of Flood Risk Management ENVIRONMENTAL SCIENCES-WATER RESOURCES
CiteScore
8.40
自引率
7.30%
发文量
93
审稿时长
12 months
期刊介绍: Journal of Flood Risk Management provides an international platform for knowledge sharing in all areas related to flood risk. Its explicit aim is to disseminate ideas across the range of disciplines where flood related research is carried out and it provides content ranging from leading edge academic papers to applied content with the practitioner in mind. Readers and authors come from a wide background and include hydrologists, meteorologists, geographers, geomorphologists, conservationists, civil engineers, social scientists, policy makers, insurers and practitioners. They share an interest in managing the complex interactions between the many skills and disciplines that underpin the management of flood risk across the world.
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