Publications
Evaluating resilience of urban lifelines against flooding in China using social media data
Abstract
Urban lifelines are the backbone of fundamental services that require stability to enable all other aspects of society to function during natural hazards. However, few studies have focused on measuring lifeline performance and resilience to hazards, especially from the public perspective. In this study, taking flood as the research object, we developed an enhanced urban lifelines classification scheme that integrates the Federal Emergency Management Agency (FEMA)'s lifeline framework with the co-occurrence relationships of keywords derived from 430 million Weibo posts. Leveraging this framework, we formulated two key indicators: Public Concern Ratio and Public Emotion Ratio, to evaluate the resilience of urban lifelines during the 2017 and 2020 flood in China. The results demonstrate the robust resilience of urban lifelines against flooding, with notable improvements over time. The study also identifies certain …
- Date
- May 1, 2024
- Authors
- Jiale Qian, Yunyan Du, Fuyuan Liang, Jiawei Yi, Nan Wang, Wenna Tu, Sheng Huang, Tao Pei, Ting Ma, Keith Burghardt, Kristina Lerman
- Journal
- International Journal of Disaster Risk Reduction
- Volume
- 106
- Pages
- 104453
- Publisher
- Elsevier