This study evaluates how attention mechanisms and explainable AI (XAI) techniques can improve the reliability and interpretability of deep learning models for post-disaster building damage assessment using satellite imagery.
International Journal of Disaster Risk Reduction (Elsevier)
This study explored the psychosocial experiences of individuals who were elementary school students residing in Namie Town, Fukushima Prefecture, at the time of the GEJE, compounded by the Fukushima Daiichi Nuclear Power Plant accident.
This study examines communities’ mobility responses and resilience patterns during Typhoon Doksuri in 2023 using anonymized mobile data from 3.7 million users across six coastal cities of Fujian, China.
International Journal of Applied Earth Observation and Geoinformation (IJAEOG)
This study aims to identify which decision-making factors significantly contribute to housing safety after reconstruction to inform the design of effective reconstruction assistance.
International Journal of Disaster Risk Reduction (Elsevier)
This Global Rapid Post-Disaster Damage Estimation (GRADE) report provides a synopsis of the estimated direct physical damage in Jamaica due to the passage of Hurricane Melissa.
Global Facility for Disaster Reduction and Recovery, the (GFDRR)
This brief provides policymakers and donors with an integrated picture of how climate and conflict interact across value chains and shape daily realities in Syria.
Supporting Pastoralism and Agriculture in Recurrent and Protracted Crises (SPARC)
This policy paper analyzes the socio-economic pressures facing Afghan returnees and host communities amid large-scale returns, climate shocks, and earthquakes, and proposes area-based recovery solutions to strengthen resilience and social cohesion.
This article examines whether, how, and under what conditions post-disaster recovery can catalyze transformative recovery pathways with a focus on climate mitigation and adaptation.
