A paper on the state of urban hydrologic modeling recently came out by Elga, Jan, and Okke. You can find it at http://dx.doi.org/10.1016/j.jhydrol.2015.06.028.
In the paper the authors describe how their experience in going through many urban hydrologic studies suggest that there is more input data for urban hydrologic models that could be gleaned from remote sensing (RS) information. What experience do you have with this? What sources have you used? What cautions would you give?