Abstract: This paper introduces both methods of seismic attribute and pattern recognition and their application to predict Ordovician limestone karst fractured zones in Xuchang Coal Mine. The predicting results show that the integrated application of seismic attribute and pattern recognition is an effective method in predicting Ordovician limestone karst fractured zones.