In recent years, more and more scientists focus on sustainable development of human beings. Moreover, the research of the bearing capacity which is closed to the sustainable development has been concerned by scientists. Integrating cellular automata with neural networks, this paper focuses on the research of quantitative analysis of regional bearing capacity in