This paper proposed a fuzzy counter-propagation neural network model to assess the sustainable utilization of local water resources. Stochastic technology was used to get enough assessment indexes sequence, and assessment model was developed together with the assessment ranks. The model was used in some regions. The results show that the model can be used to assess the sustainable development of water resources in any regions.