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The deadly flood that occurred in the Front Range during the week of September 10, 2013 is believed to be the worst in the state's history. It claimed several lives and damaged numerous homes and roads. In the Research Application Laboratory of NCAR, an effort is being undertaken to understand the flood event and to improve our forecasting of future flood events through the development of an end-to-end hydrometeorological prediction system. In this presentation, we will present what has been learned so far from observations and hydrological modeling. We will also discuss our vision for an end-to-end hydrometeorological prediction system in order to tackle the challenging problem of flash flood prediction.