Surveying the Use of Social Media Data and Natural Language Processing Techniques to Investigate Natural Disasters

Z Ma, L Li, Y Mao, Y Wang, OG Patsy… - Natural Hazards …, 2024 - ascelibrary.org
The use of social media in crisis informatics has become increasingly popular across a
range of disciplines. Leveraging natural language processing (NLP) techniques enables the …

Post-earthquake building damage assessment: A multi-period inspection routing approach for Gaussian process regression

Y Wang, A Cheraghi, G Ou, N Marković - Transportation Research Part E …, 2024 - Elsevier
In the wake of seismic events, prompt and accurate building damage assessment is crucial
to inform post-disaster interventions and recovery efforts. This paper advances a novel multi …

Assessing Response Disparities in California Wildland-Urban-Interface (WUI) Cities Using the Compartmental Model

Z Ma, G Hu, TS Lin, L Li, S Hu, L Hagen… - arxiv preprint arxiv …, 2024 - arxiv.org
The increasing frequency and severity of wildfires pose significant risks to communities,
infrastructure, and the environment, especially in Wildland-Urban Interface (WUI) areas …

Natural Language Processing, Social Media, and Epidemic Modeling for Wildfire Response and Resilience Enhancement

Z Ma - 2024 - search.proquest.com
Effective disaster response is critical for communities to remain resilient and advance the
development of smart cities. Responders and decision-makers benefit from reliable, timely …