Semiarid watershed models typically require a higher level of spatial and process complexity compared to humid region models. This spatial complexity arises from the high spatial variability of rainfall and the corresponding highly complex spatiotemporal interaction between watershed and storm geometries, which strongly influences the shape and volume of the flood hydrograph [Osborn, 1964; Michaud and Sorooshian, 1994]