Systemic collapse emergence from climate-induced perturbations in transportation networks.

IF 9.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Mauro Faccin, Tomas Scagliarini, Manlio De Domenico
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引用次数: 0

Abstract

The interaction between human infrastructures and external events results in loss of functionality or even complete system disruption through a snowball effect of cascading failures. Their complex interplay challenges their prevention, affecting the human population that rely on their functionality. Understanding how these networks respond to external perturbations is crucial for predicting and mitigating the impacts of disruptive events. In particular, meteorological events, while not preventable, can have significant impacts on human infrastructure. Here, we propose a model coupling the dynamics of transportation systems to the dynamics of external events considered as fields, to capture at the same time the critical behavior of the former and the level of influence of the latter. The impact of rainfalls on real-world railway networks provides a compelling case study, showcasing local endemic and system-wide disruptions above a critical value of the rainfall strength. Remarkably, localized perturbations on the wider network reveals the local weaknesses of the global infrastructure, and we assess them in terms of system perturbability and corresponding societal risk. Our framework opens the door to the quantitative analysis of criticalities in essential human infrastructure imputable to vulnerabilities that are set to intensify due to climate change.

由气候引起的交通网络扰动引起的系统崩溃。
人的基础设施和外部事件之间的交互会导致功能丧失,甚至通过级联故障的滚雪球效应导致整个系统中断。它们复杂的相互作用挑战了它们的预防,影响了依赖它们功能的人口。了解这些网络如何应对外部扰动对于预测和减轻破坏性事件的影响至关重要。特别是,气象事件虽然无法预防,但会对人类基础设施产生重大影响。在这里,我们提出了一个模型,将运输系统的动力学与被认为是场的外部事件的动力学耦合起来,同时捕捉前者的关键行为和后者的影响程度。降雨对现实世界铁路网的影响提供了一个引人注目的案例研究,展示了超过降雨强度临界值的局部地方性和全系统中断。值得注意的是,更广泛网络上的局部扰动揭示了全球基础设施的局部弱点,我们根据系统扰动和相应的社会风险对它们进行了评估。我们的框架为定量分析人类基础设施的关键问题打开了大门,这些问题可归因于气候变化导致的脆弱性加剧。
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
CiteScore
19.00
自引率
0.90%
发文量
3575
审稿时长
2.5 months
期刊介绍: The Proceedings of the National Academy of Sciences (PNAS), a peer-reviewed journal of the National Academy of Sciences (NAS), serves as an authoritative source for high-impact, original research across the biological, physical, and social sciences. With a global scope, the journal welcomes submissions from researchers worldwide, making it an inclusive platform for advancing scientific knowledge.
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