A non-linear stochastic-dynamic model with threshold is applied to do forecast experiment for the rainfall in Changjiang-Huaihe Reaches. Results show that the model can accurately forecast the precipitation caused by large scale circulation. The comparasion of forecast accuracy between air-sea coupling model and external forcing model is also made,indicating that the former is a little better than the latter.