Abstract: It is an important problem to decide the reasonable quantity for land reserve.The model of fuzzy neural network is established by combining neural network with fuzzy theory.In view of fuzzy neural network,the quantity of construction land is predicted by use of grey system theory.The prediction of ChongQing City's construction land quantity from 2005 to 2010 is used as an example for this method.