Before allocation of water resources, we should forecast the total water requirement of Bayannur. Methods for the
forecasting of water requirement are regression analysis2,3, neural network and so on. In this paper, we use support vector regression which has rigorous mathematical derivation, solid theory foundation and better generalization
ability to forecast Bayanuur’s total water requirement