1. International Research Institute of Disaster Science, Tohoku University, Sendai, Japan
2. Changjiang Spatial Information Technology Engineering Company Ltd., Wuhan, China
3. Department of Geography and Environmental Management, University of Waterloo, Waterloo, ON, Canada