We proposed a copula-based uncertainty evolution model.

Predicted daily flow with forecast uncertainty was simulated using the proposed model.

The effect of forecast uncertainty on real-time reservoir operation was estimated.

Using the forecast inflow coupled with the pre-release module for reservoir operation cannot increase the flood risk.