 The proposed modelling framework is able to accurately predict the extent of flooded areas in Harris County, Texas, during Hurricane Harvey. It combines physics-based and human-sense data to generate a more accurate prediction than existing models. This modelling framework could potentially be used to provide community responders with an enhanced prediction of the flood inundation during urban floods. This article was authored by Ham Faramand, Yuan Changshu, and Ali Mostafavi.