The detection of fractures is important for production and safety in coal fields. Subsurface fractures result in azimuthal anisotropy of the seismic wave, and the amplitude of reflection wave varies with offset and azimuth. In case of weak anisotropy, the reflection coefficients of P-wave are concisely denoted as the analytic function of fracture parameters. For the purpose of predicting the coalbed fracture distribution through analyzing variation of the reflection amplitudes with offset and azimuth, 3-D seismic data with full-azimuth were acquired in a coal field in Huainan, Anhui Province. The careful analysis and process of seismic data showed that the reflection amplitude of the primary coalbed varied with azimuth in much consistent with the theoretical model. The conclusion was drawn that the coal-bed fracture in this coal field could be predicted through the method of the P-wave azimuthal AVO.The detection of coalbed fractures is very important for the improvement of production efficiency, as well as prevention from accidents in coal fields [1] . The thought of predicting fracture with seismic exploration has come from the observation of the S-wave splitting phenomenon [2 4] . The S-wave splits into the fast one parallel to the fracture strike and the slow one perpendicular to fracture strike when it travels through the fracture medium.The strike and intensity of fractures are predictable by component rotation and time difference of the fast S-wave and slow S-wave [5,6] . The methods of predicting fracture by S-wave splitting have been mature in the theoretical and physical model in the past years [7 9] , but less practicable in the seismic exploration case. The high cost of acquirement, poor S/N ratio, low resolution [10] , as well as less mature processing method of S-wave seismic data all become obstacles to application and popularization of fracture detection with S-wave splitting in the seismic exploration.Fractures are closely related with the P-wave azimuthal anisotropy [11] . Since the technique of the P-wave azimuthal AVO appeared in mid-90th, geophysicists have been consistently and thoroughly researching the technique [12 16] The behavior and characteristic of the Seismic wave traveling through the anisotropic medium can be described with the theory of the anisotropic seismic wave [17 19] , but the complexity of scattering matrix makes less clear the relationship of reflection coefficients and fracture parameters. The introduction of the weak anisotropy [20] , as well as the establishment of the concise analytic expression of reflection coefficients and fracture parameters [21,22] , has pushed the azimuthal AVO technique into application and popularization for fracture prediction.Many successful cases of fracture prediction with the P-wave azimuthal AVO have been reported in the oil exploration and development [23 26] , while few cases in the coal exploration. Antonio (1997) predicted the distribution of fractures of the coal-bed methane reservoir at Cedar Hill Field, San Juan Basin, New M...