This article applies the partial least-squares regression theory to analysis the actual current capacity of the tashikuergan river in Xinjiang, establishments partial least-squares regression model of daily average current capacity and applies the model to forecast daily average current capacity in 2001. The research analysis indicates that its achievement is reasonable ,and this article supply a new idea and research method of snow melting flood.