Big Earth Data for quantitative measurement of community resilience: current challenges, progresses and future directions

Y Qiang, L Zou, H Cai - Big Earth Data, 2023 - Taylor & Francis
Quantitative assessment of community resilience can provide support for hazard mitigation,
disaster risk reduction, disaster relief, and long-term sustainable development. Traditional …

Defining co-production: A review of the planning literature

D Lee, P Feiertag, L Unger - Journal of Planning Literature, 2024 - journals.sagepub.com
Co-production is a concept that is becoming increasingly popular across various fields
including planning. This article reviews planning literature on co-production and reveals that …

Incorporating multimodal context information into traffic speed forecasting through graph deep learning

Y Zhang, T Zhao, S Gao, M Raubal - International Journal of …, 2023 - Taylor & Francis
Accurate traffic speed forecasting is a prerequisite for anticipating future traffic status and
increasing the resilience of intelligent transportation systems. However, most studies ignore …

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 …

Metro travel and perceived COVID-19 infection risks: A case study of Hong Kong

M Zhou, H Ma, J Wu, J Zhou - Cities, 2023 - Elsevier
The COVID-19 pandemic has exerted unprecedented impacts on travel behaviors because
of people's increased health precautions and the presence of various COVID-19 …

Resilience patterns of human mobility in response to extreme urban floods

J Tang, P Zhao, Z Gong, H Zhao, F Huang… - National science …, 2023 - academic.oup.com
Large-scale disasters can disproportionately impact different population groups, causing
prominent disparity and inequality, especially for the vulnerable and marginalized. Here, we …

Deploying geospatial visualization dashboards to combat the socioeconomic impacts of COVID-19

S Praharaj, P Solis, EA Wentz - Environment and Planning B …, 2023 - journals.sagepub.com
COVID-19 dashboards with geospatial data visualization have become ubiquitous. There is
a growing sense of responsibility to report public health data pushing governments and …

Physics-informed neural ode for post-disaster mobility recovery

J Li, H Wang, X Chen - Proceedings of the 30th ACM SIGKDD …, 2024 - dl.acm.org
Urban mobility undergoes a profound decline in the aftermath of a disaster, subsequently
exhibiting a complex recovery trajectory. Effectively capturing and predicting this dynamic …

Assessing the impact of summer heat on the movement of people in Tokyo based on mobile phone location data

E Kumakura, Y Ashie, T Ueno - Building and Environment, 2024 - Elsevier
Using human location data from mobile phones, we developed a method to detail
transportation modes around Shinagawa Station in Tokyo and analyzed the impact of hot …

Mobile positioning-based population statistics in crisis management: an Estonian case study

A Tominga, S Silm, K Orru, K Vent, M Klaos… - International journal of …, 2023 - Elsevier
Key to strong disaster management practices is to have a clear understanding of people's
whereabouts in disaster areas. One novel method for retrieving this information near real …