Among the scenarios in the Decadal Survey Missions (DSM) report (NRC, 2007), “Extreme Event Warning” is one of the top priority scenarios. It focuses on “discovering predictive relationships between meteorological and climatological events and less obvious precursor conditions from massive data sets.” To achieve this, our approach is to deploy the “Coupled Advanced Multi-Scale Modeling and Conc...