Karst collapse is the most important geological disaster in Linyi urban district in Shandong province. By using fuzzy comprehensive evaluation method based on the analytic hierarchy, present condition of risk degree of karst collapse has been evaluated in this article for the first time. The risk appraisal graduation chart has been obtained, which would provide the foundation datas for preventing karst collapse in local areas. It also provide reference models for preventing and controlling the similar geological disasters.