Towards inclusive risk-informed infrastructure development in expanding cities.

Fabrizio Nocera, Yahya Gamal, Chenbo Wang, Gemma Cremen
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Abstract

Conventional natural-hazard risk-modeling approaches do not consider possible unintended negative socioeconomic consequences of designing infrastructure expansions in a risk-informed way. Here, we propose a people-centered decision-making framework for urban infrastructure development that addresses this issue. The framework integrates a bespoke agent-based model that accounts for implications of variations in infrastructure expansion on dynamic land values and related residential location decision making. This means that the model captures macro-scale socioeconomic effects resulting from infrastructure development that are not explicitly related to natural-hazard events. The underlying algorithm balances these considerations with the successful operation of the infrastructure itself and the potential infrastructure performance losses that accompany a natural-hazard event. We demonstrate the framework by optimizing the expansion of transportation in a virtual urban testbed that imitates a typical expanding urban context in the Global South. This work can be used to guide inclusive risk-sensitive infrastructure planning in hazardous, rapidly growing cities.

Abstract Image

Abstract Image

Abstract Image

在不断扩大的城市中实现包容性的风险知情基础设施发展。
传统的自然灾害风险建模方法没有考虑到以风险知情的方式设计基础设施扩建可能产生的意想不到的负面社会经济后果。为此,我们提出了以人为本的城市基础设施发展决策框架。该框架集成了一个定制的基于代理的模型,该模型考虑了基础设施扩张对动态土地价值和相关住宅选址决策的影响。这意味着该模型捕获了与自然灾害事件没有明确关系的基础设施发展所产生的宏观社会经济影响。底层算法将这些考虑因素与基础设施本身的成功运行以及伴随自然灾害事件的潜在基础设施性能损失相平衡。我们通过在虚拟城市测试平台中优化交通扩展来演示该框架,该测试平台模仿了全球南方典型的扩展城市环境。这项工作可用于指导危险、快速发展城市的包容性风险敏感基础设施规划。
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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