Abstract: Based on Volterria kernel function,this paper establishes linear and non-linear kernels model of the water yield of the Hongyan coal mine in Nantong mining area,and introduces the recursive algorithm of calculating kernel function model.At the same time it analyses the error of estimated result,and improves the model with AR model.