CRISP 2.0 Type 2: Anatomy of Coupled Human-Infrastructure Systems Resilience to Urban Flooding: Integrated Assessment of Social, Institutional, and Physical Networks
CRISP 2.0 类型 2:耦合人类基础设施系统对城市洪水抵御能力的剖析:社会、机构和物理网络的综合评估
基本信息
- 批准号:1832662
- 负责人:
- 金额:$ 200万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2019
- 资助国家:美国
- 起止时间:2019-01-01 至 2024-09-30
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This Critical Resilient Interdependent Infrastructure Systems and Processes (CRISP) project examines the complex interactions among stakeholders' social networks, networks of community plans, and physical infrastructure networks relevant to flood vulnerability and resilience. By focusing on the interdependencies among flood control, transportation, and emergency response infrastructure, the research will advance understanding that can then underpin new approaches to integrating engineering, planning, and policy to improve community resilience to hurricane and flooding hazards. This improved understanding can also be useful to communities in planning greater coordination among federal, state, regional, and local stakeholders involved in hazard mitigation and infrastructure development planning and policy. This scientific research contribution thus supports NSF's mission to promote the progress of science and to advance our national welfare with benefits that will reduce future flood impacts.This project involves interdisciplinary contributions from civil engineering, network science, urban planning, and public policy. The project focuses on the interdependencies among flood control, transportation, and emergency response infrastructure. The expected contributions are: (1) fundamental knowledge of the dynamics of stakeholders' social networks and the influence of these networks on the integration of flood mitigation and infrastructure resilience plans and policies; (2) new methods for achieving greater integration across plans and policies based on deeper understanding of infrastructure networks interdependencies; and (3) new insights into infrastructure network interdependencies, social vulnerability, and hazard exposure on urban spatial structure of flood risk diffusion. The expected methodological and theoretical innovations will be tested in Houston/Harris County using empirical datasets from the 2017 Hurricane Harvey. These contributions can transform the flood resilience planning and policy processes in interdependent infrastructure systems in coastal urban areas. The project will also be the source of strong multidisciplinary training for next generation researchers in engineering, science, and policy through education and outreach activities that integrate the research findings into interdisciplinary educational programs, engage students from underrepresented groups in science and engineering, and conduct a policy workshop to disseminate the findings to a broader audience.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
这个关键的弹性相互依存基础设施系统和流程(CRISP)项目研究了利益相关者的社交网络、社区计划网络以及与洪水脆弱性和弹性相关的物理基础设施网络之间的复杂相互作用。通过关注防洪、交通和应急响应基础设施之间的相互依赖性,该研究将增进理解,从而支持整合工程、规划和政策的新方法,以提高社区抵御飓风和洪水灾害的能力。这种加深的理解也有助于社区在参与减灾和基础设施发展规划和政策的联邦、州、地区和地方利益相关者之间进行更大程度的协调。因此,这项科学研究贡献支持 NSF 的使命,即促进科学进步并通过减少未来洪水影响来提高我们的国家福利。该项目涉及土木工程、网络科学、城市规划和公共政策的跨学科贡献。该项目重点关注防洪、交通和应急响应基础设施之间的相互依赖性。预期贡献是:(1)利益相关者社交网络动态的基本知识以及这些网络对防洪和基础设施抗灾计划和政策整合的影响; (2) 基于对基础设施网络相互依赖性的更深入理解,实现跨计划和政策更大程度整合的新方法; (3)对洪水风险扩散的城市空间结构的基础设施网络相互依赖性、社会脆弱性和灾害暴露的新见解。预期的方法和理论创新将在休斯顿/哈里斯县使用 2017 年飓风哈维的经验数据集进行测试。这些贡献可以改变沿海城市地区相互依赖的基础设施系统的防洪规划和政策流程。该项目还将通过教育和推广活动,为工程、科学和政策领域的下一代研究人员提供强有力的多学科培训,将研究成果纳入跨学科教育计划,吸引来自科学和工程领域代表性不足群体的学生,并开展该奖项反映了 NSF 的法定使命,并通过使用基金会的智力价值和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(34)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Unveiling dialysis centers’ vulnerability and access inequality during urban flooding
揭示透析中心在城市洪水期间的脆弱性和获取不平等
- DOI:10.1016/j.trd.2023.103920
- 发表时间:2023-11-01
- 期刊:
- 影响因子:0
- 作者:Faxi Yuan;H. Farahm;Russell Blessing;Samuel Brody;Ali Mostafavi
- 通讯作者:Ali Mostafavi
A plan evaluation framework for examining stakeholder policy preferences in resilience planning and management of urban systems
用于检查利益相关者在城市系统复原力规划和管理方面的政策偏好的计划评估框架
- DOI:
- 发表时间:2021-01
- 期刊:
- 影响因子:0
- 作者:Li, Q;Roy, M;Mostafavi, A;Berke, P
- 通讯作者:Berke, P
Spatio-temporal graph convolutional networks for road network inundation status prediction during urban flooding
时空图卷积网络用于城市洪水期间路网淹没状态预测
- DOI:10.1016/j.compenvurbsys.2022.101870
- 发表时间:2022-10
- 期刊:
- 影响因子:0
- 作者:Yuan, Faxi;Xu, Yuanchang;Li, Qingchun;Mostafavi, Ali
- 通讯作者:Mostafavi, Ali
Evaluating crisis perturbations on urban mobility using adaptive reinforcement learning
使用自适应强化学习评估城市交通的危机扰动
- DOI:10.1016/j.scs.2021.103367
- 发表时间:2021-12-01
- 期刊:
- 影响因子:11.7
- 作者:Chao Fan;Xiangqi Jiang;A. Mostafavi
- 通讯作者:A. Mostafavi
A spatial–temporal graph deep learning model for urban flood nowcasting leveraging heterogeneous community features
利用异构社区特征的城市洪水临近预报的时空图深度学习模型
- DOI:10.1038/s41598-023-32548-x
- 发表时间:2023-04-25
- 期刊:
- 影响因子:4.6
- 作者:Farahmand, Hamed;Xu, Yuanchang;Mostafavi, Ali
- 通讯作者:Mostafavi, Ali
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Ali Mostafavi其他文献
ML4EJ: Decoding the Role of Urban Features in Shaping Environmental Injustice Using Interpretable Machine Learning
ML4EJ:使用可解释的机器学习解码城市特征在塑造环境不公正中的作用
- DOI:
10.48550/arxiv.2310.02476 - 发表时间:
2023-10-03 - 期刊:
- 影响因子:0
- 作者:
Yu;Zhewei Liu;Cheng;Ali Mostafavi - 通讯作者:
Ali Mostafavi
Weaving Equity into Infrastructure Resilience Research and Practice: A Decadal Review and Future Directions
将公平融入基础设施复原力研究和实践:十年回顾和未来方向
- DOI:
- 发表时间:
2023 - 期刊:
- 影响因子:0
- 作者:
Natalie Coleman;Xiangpeng Li;Tina Comes;Ali Mostafavi - 通讯作者:
Ali Mostafavi
Decoding the Pulse of Community during Disasters: Resilience Analysis Based on Fluctuations in Latent Lifestyle Signatures within Human Visitation Networks
解码灾害期间社区的脉搏:基于人类访问网络中潜在生活方式特征波动的复原力分析
- DOI:
10.48550/arxiv.2402.15434 - 发表时间:
2024-02-23 - 期刊:
- 影响因子:0
- 作者:
Junwei Ma;Ali Mostafavi - 通讯作者:
Ali Mostafavi
Non-locality and Spillover Effects of Residential Flood Damage on Community Recovery: Insights from High-resolution Flood Claim and Mobility Data
住宅洪水损害对社区恢复的非局部性和溢出效应:高分辨率洪水索赔和流动性数据的见解
- DOI:
- 发表时间:
2024-05-06 - 期刊:
- 影响因子:4.7
- 作者:
Junwei Ma;Russell Blessing;Samuel Brody;Ali Mostafavi - 通讯作者:
Ali Mostafavi
Machine Learning-based Approach for Ex-post Assessment of Community Risk and Resilience Based on Coupled Human-infrastructure Systems Performance
基于机器学习的方法,基于耦合的人力基础设施系统性能对社区风险和复原力进行事后评估
- DOI:
10.48550/arxiv.2404.07966 - 发表时间:
2024-03-24 - 期刊:
- 影响因子:0
- 作者:
Xiangpeng Li;Ali Mostafavi - 通讯作者:
Ali Mostafavi
Ali Mostafavi的其他文献
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{{ truncateString('Ali Mostafavi', 18)}}的其他基金
I-Corps: Artificial Intelligence-Empowered Flood Risk Analytics
I-Corps:人工智能赋能的洪水风险分析
- 批准号:
2403646 - 财政年份:2024
- 资助金额:
$ 200万 - 项目类别:
Standard Grant
RAPID: Urban Resilience to Health Emergencies: Revealing Latent Epidemic Spread Risks from Population Activity Fluctuations and Collective Sense-making
RAPID:城市对突发卫生事件的抵御能力:揭示人口活动波动和集体意识造成的潜在流行病传播风险
- 批准号:
2026814 - 财政年份:2020
- 资助金额:
$ 200万 - 项目类别:
Standard Grant
CAREER: Household Network Modeling and Empathic Learning for Integrating Social Equality into Infrastructure Resilience Assessment
职业:家庭网络建模和移情学习,将社会平等纳入基础设施复原力评估
- 批准号:
1846069 - 财政年份:2019
- 资助金额:
$ 200万 - 项目类别:
Standard Grant
RAPID: Assessment of Risks and Vulnerability in Coupled Human-Physical Networks of Houston's Flood Protection, Emergency Response, and Transportation Infrastructure in Harvey
RAPID:休斯顿防洪、应急响应和哈维交通基础设施耦合人体物理网络的风险和脆弱性评估
- 批准号:
1760258 - 财政年份:2017
- 资助金额:
$ 200万 - 项目类别:
Standard Grant
RAPID: Houston in Hurricane Harvey (H3): Establishing Disaster System-of-Systems Requirements for Network-Centric and Data-Enriched Preparedness and Response
RAPID:飓风哈维 (H3) 中的休斯顿:建立以网络为中心和数据丰富的准备和响应的灾难系统要求
- 批准号:
1759537 - 财政年份:2017
- 资助金额:
$ 200万 - 项目类别:
Standard Grant
RAPID: Assessment of Cascading Failures and Collective Recovery of Interdependent Critical Infrastructure in Catastrophic Disasters: A Study of 2015 Earthquake in Nepal
RAPID:灾难性灾害中相互依存的关键基础设施的级联故障和集体恢复评估:2015 年尼泊尔地震的研究
- 批准号:
1546738 - 财政年份:2015
- 资助金额:
$ 200万 - 项目类别:
Standard Grant
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