In terms of artificial neural network method,mean generation function and stepwise regression analysis,a prediction model for the annual number of tropical cyclones affecting Guangxi is developed in this paper.The model allows for not only the significant periods of the prediction but also the physical factors,such as the sea temperature fields and height fields of large scale environment.The test results indicate that the multivariate factors model is more effective than the single factor model.