5. Given the typical level of uncertainty in currently available radar rainfall estimates, model parameters and initial conditions, the predictive uncertainty in the modeled flash flood response is often likely to be much higher than what would be considered acceptable for accurate flash flood forecasting. This result is likely to be similar for virtually any flash flood forecasting model due to the dominance of rainfall uncertainty, and improved rainfall estimates are the most needed step to improve forecasting skills.