Spatial model for predictive recovery monitoring based on hazard, built environment, and population features and their spillover effects

FI Patrascu, A Mostafavi - Environment and Planning B …, 2024 - journals.sagepub.com
The ability to proactively monitor the trajectory of post-disaster recovery is valuable for
resource allocation prioritization. Existing knowledge, however, lacks models and insights …

Data-driven tracking of the bounce-back path after disasters: Critical milestones of population activity recovery and their spatial inequality

Y Jiang, F Yuan, H Farahmand, K Acharya… - International journal of …, 2023 - Elsevier
The ability to measure and track the speed and trajectory of a community's post-disaster
recovery is essential to inform resource allocation and prioritization. The current survey …

Network diffusion model reveals recovery multipliers and heterogeneous spatial effects in post-disaster community recovery

CF Liu, A Mostafavi - Scientific Reports, 2023 - nature.com
Community recovery from hazards occurs through various diffusion processes within social
and spatial networks of communities. Existing knowledge regarding the diffusion of recovery …

Anatomizing Societal Recovery at the Microscale: Heterogeneity in Household Lifestyle Activities Rebounding after Disasters

N Coleman, C Liu, A Mostafavi - arXiv preprint arXiv:2406.17993, 2024 - arxiv.org
This study presents a granular analysis of societal recovery from disasters at the individual
level, focusing on the aftermath of Hurricane Harvey and Hurricane Ida. Societal recovery is …

Population Activity Recovery: Milestones Unfolding, Temporal Interdependencies, and Relationship with Physical and Social Vulnerability

FI Patrascu, A Mostafavi - arXiv preprint arXiv:2406.14720, 2024 - arxiv.org
Understanding sequential community recovery milestones is crucial for proactive recovery
planning and monitoring. This study investigates these milestones related to population …

Non-locality and Spillover Effects of Residential Flood Damage on Community Recovery: Insights from High-resolution Flood Claim and Mobility Data

J Ma, R Blessing, S Brody, A Mostafavi - arXiv preprint arXiv:2405.03874, 2024 - arxiv.org
Examining the relationship between vulnerability of the built environment and community
recovery is crucial for understanding disaster resilience. Yet, this relationship is rather …

Spillover Effects of Built-Environment Vulnerability on Resilience of Businesses in Urban Crises

CW Hsu, CF Liu, L Stearns, S Brody, A Mostafavi - 2024 - researchsquare.com
Exploring the intricate dynamics between the vulnerability of the built environment and the
resilience of businesses is not only pivotal for equitable recovery resource allocation …

[图书][B] Beyond the Early Disruption of COVID-19: Americans' Travel Adaptations and Their Associations With Social Vulnerability and the Built Environment

KC Chen - 2023 - search.proquest.com
After the disruption caused by COVID-19 on travel worldwide, American travel trends
stepped into a relative stabilization since around March 2021. The US government is …