Assessing Urban Post-Earthquake Community Recovery to Inform Pre-Disaster Planning
评估城市震后社区恢复情况,为灾前规划提供信息
基本信息
- 批准号:2053014
- 负责人:
- 金额:$ 30.94万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2021
- 资助国家:美国
- 起止时间:2021-11-01 至 2025-10-31
- 项目状态:未结题
- 来源:
- 关键词:
项目摘要
Significant effort has been devoted to predicting physical damage to the built environment from disasters, but much less is understood about simulating disaster recovery, and how mitigation actions influence recovery. Further, it is well understood that there are existing socioeconomic inequalities in disaster risk and resilience. This Disaster Resilience Research Grants (DRRG) project aims to develop models to simulate housing and business operations recovery after a disaster. New insights will be gained into how a community's physical/demographic/economic characteristics interact in the recovery process. The models will be used to quantify a region's current ability to recover from disaster and evaluate the efficacy of actions that could be taken before disasters occur. Given the enormous costs of post-disaster disruption, and the significant resources committed for mitigation, insights on improving recovery will significantly benefit society, by improving disaster resilience and efficiently allocating limited societal resources to promote equity. Programs to involve underrepresented researchers, engage with city planners, and publicly release the modeling software will also contribute to the broader impacts of this work.This project will develop a new generation of high-resolution computational simulation tools for disaster recovery simulation, to support enhanced and more equitable housing recovery. High-resolution simulations of the built, natural, and human environment (including household and company behavior) will be combined with mechanisms to quantify the benefits of resilience-enhancing policies. The housing recovery will be jointly simulated with the recovery of infrastructure and businesses, constrained by the availability of resources and affected by socioeconomic factors. The recovery process of individual households will be simulated, providing great flexibility in examining results and assessing the benefits for different groups of resilience-enhancing policies. This work will enable a holistic understanding of the community recovery process after earthquakes. The research will advance our capabilities to assess, before a disaster, the extent to which disaster preparedness interventions can reduce initial disaster consequences, speed recovery, and ensure that all groups participate in the benefits. This project's deliverables will be a modeling framework for assessing post-earthquake recovery and case-study analysis of recovery in San Francisco.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.
大量的努力致力于预测灾难对建筑环境的物理损害,但是关于模拟灾难恢复以及缓解措施如何影响恢复的理解更少。此外,众所周知,灾害风险和韧性存在现有的社会经济不平等现象。这项灾难弹性研究补助金(DRRG)项目旨在开发模型,以模拟灾难后的住房和业务运营恢复。新见解将获得社区的身体/人口/经济特征在恢复过程中的相互作用。这些模型将用于量化地区当前从灾难中恢复的能力,并评估在灾难发生之前可能采取的行动的功效。鉴于灾后破坏的巨大成本以及用于缓解的大量资源,改善恢复的见解将通过改善灾难的抵御能力并有效地分配有限的社会资源来促进公平,从而使社会受益匪浅。涉及代表性不足的研究人员,与城市规划人员互动并公开发布建模软件的计划也将有助于这项工作的更广泛影响。该项目将开发新一代的高分辨率计算模拟工具,用于灾难恢复模拟,以支持增强和更公平的住房恢复。对建筑,自然和人类环境(包括家庭和公司行为)的高分辨率模拟将与量化增强弹性政策的好处的机制相结合。住房回收将与基础设施和企业的恢复共同模拟,受到资源的可用性和受社会经济因素影响的约束。将模拟各个家庭的恢复过程,在检查结果并评估不同弹性增强政策的收益方面提供了极大的灵活性。这项工作将使地震后对社区恢复过程有整体理解。这项研究将提高我们在灾难之前评估灾难准备干预措施的程度,可以减少最初的灾难后果,加快恢复速度并确保所有群体参与福利的程度。该项目的可交付成果将是一个建模框架,用于评估旧金山恢复后回收后的恢复后案例研究分析。该奖项反映了NSF的法定任务,并被认为是通过基金会的智力优点和更广泛的影响来通过评估来获得支持的审查标准。
项目成果
期刊论文数量(3)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Simulating post-disaster temporary housing needs for displaced households and out-of-town contractors
- DOI:10.1177/87552930221112690
- 发表时间:2022-02
- 期刊:
- 影响因子:5
- 作者:Chenbo Wang;R. Costa;J. Baker
- 通讯作者:Chenbo Wang;R. Costa;J. Baker
Machine‐learning‐based optimization framework to support recovery‐based design
基于机器学习的优化框架,支持基于恢复的设计
- DOI:10.1002/eqe.3860
- 发表时间:2023
- 期刊:
- 影响因子:4.5
- 作者:Issa, Omar;Silva‐Lopez, Rodrigo;Baker, Jack W.;Burton, Henry V.
- 通讯作者:Burton, Henry V.
Integrating Place Attachment into Housing Recovery Simulations to Estimate Population Losses
将地方依恋融入住房恢复模拟中以估计人口损失
- DOI:10.1061/(asce)nh.1527-6996.0000571
- 发表时间:2022
- 期刊:
- 影响因子:2.7
- 作者:Costa, Rodrigo;Wang, Chenbo;Baker, Jack W.
- 通讯作者:Baker, Jack W.
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Jack Baker其他文献
Random Effect Models For Repairable System Reliability
可修复系统可靠性的随机效应模型
- DOI:
- 发表时间:
1997 - 期刊:
- 影响因子:0
- 作者:
Jack Baker - 通讯作者:
Jack Baker
Language, sexuality and corpus linguistics
语言、性和语料库语言学
- DOI:
- 发表时间:
2018 - 期刊:
- 影响因子:2.1
- 作者:
Jack Baker - 通讯作者:
Jack Baker
sgmcmc: An R Package for Stochastic Gradient Markov Chain Monte Carlo
sgmcmc:随机梯度马尔可夫链蒙特卡罗的 R 包
- DOI:
10.18637/jss.v091.i03 - 发表时间:
2017 - 期刊:
- 影响因子:5.8
- 作者:
Jack Baker;P. Fearnhead;E. Fox;C. Nemeth - 通讯作者:
C. Nemeth
Keeping Promises? Democracies’ Ability to Harmonize Their International and National Climate Commitments
民主国家有能力兑现其国际和国家气候承诺吗?
- DOI:
10.1162/glep_a_00709 - 发表时间:
2023 - 期刊:
- 影响因子:4.8
- 作者:
Jack Baker - 通讯作者:
Jack Baker
Analysis of large-scale (1GW) off-grid agrivoltaic solar farm for hydrogen-powered fuel cell electric vehicle (HFCEV) charging station
- DOI:
10.1016/j.enconman.2024.119184 - 发表时间:
2025-01-01 - 期刊:
- 影响因子:
- 作者:
Jack Baker;Mustafa Guler;Acquilin Medonna;Ziliang Li;Aritra Ghosh - 通讯作者:
Aritra Ghosh
Jack Baker的其他文献
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{{ truncateString('Jack Baker', 18)}}的其他基金
Planning Grant: Engineering Research Center for Data for Socio-Physical Extreme Event Resilience (Data-SPEER)
规划拨款:社会物理极端事件恢复力数据工程研究中心(Data-SPEER)
- 批准号:
1840435 - 财政年份:2018
- 资助金额:
$ 30.94万 - 项目类别:
Standard Grant
CAREER: Assessment of Infrastructure Risk Under Natural Disasters in a Multiscale Probabilistic Framework
职业:在多尺度概率框架中评估自然灾害下的基础设施风险
- 批准号:
0952402 - 财政年份:2010
- 资助金额:
$ 30.94万 - 项目类别:
Standard Grant
A Comprehensive Approach for Incorporating the Effects of Near-Fault Directivity into Design Criteria
将近故障方向性影响纳入设计标准的综合方法
- 批准号:
0726684 - 财政年份:2008
- 资助金额:
$ 30.94万 - 项目类别:
Standard Grant
Collaborative Research: Characterization of Random Fields and their Impact on the Mechanics of Geosystems at Multiple Scales
合作研究:随机场的表征及其对多尺度地球系统力学的影响
- 批准号:
0727121 - 财政年份:2007
- 资助金额:
$ 30.94万 - 项目类别:
Standard Grant
NSF East Asia Summer Institutes for US Graduate Students
美国研究生 NSF 东亚暑期学院
- 批准号:
0405003 - 财政年份:2004
- 资助金额:
$ 30.94万 - 项目类别:
Fellowship
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面向跨部门合作机制优化设计的超大城市复杂应急管理组织体系的运行与演化机理及其仿真分析研究
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