井-地直流电阻率数据联合反演

Joint inversion of borehole-surface direct-current resistivity data

  • 摘要:
    目的 针对常规地面直流电阻率数据反演面临探测精度和深度不足等问题,开展井中和地面直流电阻率数据联合反演,提高复杂工程地质勘探精度和可靠性。
    方法 首先,通过开展全空间直流电阻率三维正演模拟,构建不同地电模型,系统分析地面与井中观测方式下的电位响应特征,明确两种数据的探测灵敏度差异。在此基础上,采用高斯-牛顿优化方法,构建井-地直流电阻率数据联合三维反演技术。最后,将所提方法应用于理论模型和实际资料,验证其有效性和优越性。
    结果和结论 利用地面观测数据进行反演时,可以获得较好的横向分辨率,但纵向分辨率差。利用井中观测数据进行反演时,具有较好的纵向分辨率。井-地数据联合反演获得的电阻率结构和物性值都更为准确。理论模型和实际资料反演验证了方法的有效性,表明井-地直流电阻率数据联合反演综合了地面和井中观测的优点,提高了反演结果的空间分辨率和深部异常体的识别能力,为提高复杂工程地质勘探精度提供了技术支持。

     

    Abstract:
    Objective The conventional inversion of surface direct-current (DC) resistivity data faces challenges such as limited exploration accuracy and depth. This study aims to enhance the accuracy and reliability of exploration in complex engineering and geological settings through the joint inversion of borehole-surface DC resistivity data.
    Methods First, different geoelectric models were constructed through three-dimensional (3D) forward modeling of full-space DC resistivity. Then, the potential response characteristics under surface and borehole observation methods were systematically analyzed to determine the differences in detection sensitivity between surface and borehole observations. Accordingly, a joint 3D inversion technique for borehole-surface DC resistivity data was developed using the Gauss-Newton method. Finally, the effectiveness and superiority of the joint inversion technique were verified using theoretical models and actual data.
    Results and Conclusions  The inversion of surface observations yielded high lateral resolution but a limited vertical resolution, while the inversion of borehole observations exhibited a high vertical resolution. In contrast, the joint inversion of borehole-surface data provided more accurate resistivity structures and physical property values. The effectiveness of the joint inversion technique was verified using both theoretical models and actual data. The verification results demonstrate that the joint inversion technique combines the advantages of the surface and borehole observation methods, thereby enhancing both the spatial resolution of inversion results and the capability for identifying deep anomalies. Therefore, the developed joint inversion technique provides technical support for improving the exploration accuracy in complex engineering and geological settings.

     

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