This paper has calculated the economic losses resulted from water pollution within the district of south Jiangsu Province of Taihu Lake water system in industry, agriculture, drinking, fishery and tourism. It has also evaluated the value of the water resources in the district by a value-function loss model. A new method of natural resources evaluation has been put forward in the paper and a new way in which natural resources can be priced reasonably has been discussed as well.