利用高分辨率灾害和经济模拟分析灾后经济。

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Risk Analysis Pub Date : 2024-10-09 DOI:10.1111/risa.17662
Amit Gill, Maddegedara Lalith, Muneo Hori, Yoshiki Ogawa
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引用次数: 0

摘要

我们提出了一个综合框架,利用对灾害和国民经济的高分辨率无缝模拟来估算灾害的经济影响。该框架由三部分组成:一个基于物理的模拟器,用于模拟灾害并估算基础设施的响应;一个工具,用于根据基础设施的响应估算其遭受的损失;以及一个基于代理的经济模型(ABEM),用于模拟国民经济,其中考虑到基础设施的损坏和经济实体的灾后决策。该框架中使用的 ABEM 是在高性能计算环境中实施的,可按 1:1 的比例模拟大型经济体。此外,它还利用公开的宏观经济数据对日本经济进行了校准,并在 "一切照旧 "情景下对日本经济进行了验证。我们通过模拟潜在的南海槽地震灾害并估算其对日本经济的影响来演示该综合框架。我们使用大型地震灾害模拟器估算了大阪湾地区 180 万栋建筑物的地震响应,并使用性能评估计算工具估算了相应的修复成本。根据我们的估算,修复成本约为 15 万亿日元。考虑到受灾家庭和企业为恢复所做的投资,我们使用 ABEM 在两种恢复方案下对灾后经济进行了为期 5 年的模拟。预计工业生产将在三个季度内恢复,而完成所有修复工作则需要 10-13 个季度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of postdisaster economy using high-resolution disaster and economy simulations.

We present an integrated framework that utilizes high-resolution seamless simulations of disasters and national economies for estimating the economic impacts of disasters. The framework consists of three components: a physics-based simulator to simulate the disaster and estimate the response of the infrastructure; a tool that estimates the losses suffered by the infrastructure based on its response; and an agent-based economic model (ABEM) that simulates the national economy considering the infrastructure damage and postdisaster decisions of the economic entities. The ABEM used in the framework has been implemented in a high-performance computing environment to simulate large economies at 1:1 scale. Furthermore, it has been calibrated to the Japanese economy using publicly available macroeconomic data and validated to the Japanese economy under the business-as-usual scenario. We demonstrate the integrated framework by simulating a potential Nankai-trough earthquake disaster and estimating its impacts on the Japanese economy. The seismic response of 1.8 million buildings of the Osaka-bay area has been estimated using a large-scale earthquake disaster simulator and corresponding repair costs are estimated using the Performance Assessment Calculation Tool. As per our estimates, repair costs amount to approximately 15 trillion Yen. Considering the investments made by impacted households and firms toward recovery, the postdisaster economy is simulated using the ABEM for 5 years under two recovery scenarios. Industrial production is expected to recover in three quarters whereas 10-13 quarters will be required to finish all the repair work.

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来源期刊
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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