By use of the appraisement criteria of space time distribution, identification of the abnormal vertical displacement of Gutianxi Dam Ⅳ is made. Based on the hybrid model of mutation pattern, main factors influencing vertical displacement are separated, and comprehensive analysis of cause of the abnormal vertical displacement is conducted. Good results are obtained.