Human mobility data and analysis for urban resilience: A systematic review

M Haraguchi, A Nishino, A Kodaka… - … and Planning B …, 2022 - journals.sagepub.com
The impacts of disasters are increasing due to climate change and unplanned urbanization.
Big and open data offer considerable potential for analyzing and predicting human mobility …

Zooming into mobility to understand cities: A review of mobility-driven urban studies

R Wang, X Zhang, N Li - Cities, 2022 - Elsevier
Emerging big datasets about human mobility provide new and powerful ways of studying
cities and addressing various urban issues. However, human mobility has usually been …

Twitter reveals human mobility dynamics during the COVID-19 pandemic

X Huang, Z Li, Y Jiang, X Li, D Porter - PloS one, 2020 - journals.plos.org
The current COVID-19 pandemic raises concerns worldwide, leading to serious health,
economic, and social challenges. The rapid spread of the virus at a global scale highlights …

Measuring mobility resilience with network-based simulations of flow dynamics under extreme events

Z Li, W Yan, L Wang - Transportation Research Part D: Transport and …, 2024 - Elsevier
Extreme events disrupt routine mobility patterns and affect citizens' daily lives. Current
disaster resilience measurements often rely on static proxies or topological analyses, failing …

Using human mobility data to detect evacuation patterns in hurricane Ian

X Li, Y Qiang, G Cervone - Annals of GIS, 2024 - Taylor & Francis
Hurricane Ian in 2022 was a destructive category 4 Atlantic hurricane striking the state of
Florida, which caused hundreds of deaths and injuries, catastrophic property damage, and …

Measuring global multi-scale place connectivity using geotagged social media data

Z Li, X Huang, X Ye, Y Jiang, Y Martin, H Ning… - Scientific reports, 2021 - nature.com
Shaped by human movement, place connectivity is quantified by the strength of spatial
interactions among locations. For decades, spatial scientists have researched place …

Predicting hurricane evacuation behavior synthesizing data from travel surveys and social media

T Bhowmik, N Eluru, S Hasan, A Culotta… - … Research Part C …, 2024 - Elsevier
Evacuation behavior models estimated using post-disaster surveys are not adequate to
predict real-time dynamic population response as a hurricane unfolds. With the emergence …

Emerging geo-data sources to reveal human mobility dynamics during COVID-19 pandemic: Opportunities and challenges

X Li, H Xu, X Huang, C Guo, Y Kang, X Ye - Computational Urban Science, 2021 - Springer
Effectively monitoring the dynamics of human mobility is of great importance in urban
management, especially during the COVID-19 pandemic. Traditionally, the human mobility …

[HTML][HTML] Modeling and analyzing the traffic flow during evacuation in Hurricane Irma (2017)

K Feng, N Lin - Transportation research part D: transport and …, 2022 - Elsevier
Hurricane evacuation modeling is challenging due to a scarcity of evacuation data and the
complexity of human decision-making and travel behavior. We build a system for rapidly …

Social distance integrated gravity model for evacuation destination choice

Y Jiang, Z Li, SL Cutter - International Journal of Digital Earth, 2021 - Taylor & Francis
Evacuation is an effective and commonly taken strategy to minimize death and injuries from
an incoming hurricane. For decades, interdisciplinary research has contributed to a better …