By analyzing the relationship between the air pollution index of TSP and meteorological condition over Changchun city, including nonlinear correlation,the statistical models for air pollution potential forecasting were developed These models were used based on some numerical weather prediction products such as T106 etc ,and the forecasting effect was satisfactory.