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Solid angles and the impact of receiver-array geometry on microseismic moment-tensor inversion

机译:立体角和接收器阵列几何形状对微地震矩张量反演的影响

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Seismic moment tensors provide a concise mathematical representation of point sources that can be used to characterize microseismic focal mechanisms. After correction for propagation effects, the six independent components of a moment tensor can be found by least-squares inversion based on P- and/or S-waveform (or spectral) amplitudes observed at different directions from the source. Using synthetic waveform data, we investigated geometrical factors that affect the reliability of such inversions. We demonstrated that the solid angle subtended by the receiver array, as viewed from the source location, plays a fundamental role in the stability of the inversion. In particular, the condition number of the generalized inverse scales approximately inversely with the solid angle, implying that for a solid angle of zero (as is the case for a single vertical borehole) the inversion is ill-conditioned. The presence of random noise also has a significant effect on the inversion results; our results showed that the signal-to-noise ratio (S/N) for reliable inversion scales approximately as the square root of the condition number. Taken together with geometrical considerations, we found that a SAN > 10 is generally needed to obtain reliable inversion results for the full moment tensor under certain microseismic acquisition scenarios that include dual observation wells or surface star pattern. Our numerical tests indicated that least-squares moment-tensor solutions obtained under nonideal conditions are biased toward limited regions of the full parameter space. In particular, random noise introduces a bias toward volumetric source types, whereas ill-conditioned inversions may exhibit bias toward poorly resolved eigenvector(s) of the inversion matrix. Possible strategies to improve the reliability of momenttensor inversion include ensuring a nonzero solid-angle aperture by using multiple observation wells, and/or incorporating other types of data such as a priori knowledge of fracture orientation.
机译:地震矩张量提供了点源的简明数学表示,可用于表征微地震震源机制。在对传播效应进行校正之后,可以基于在从源不同方向观察到的P和/或S波形(或频谱)幅度的最小二乘反演找到矩张量的六个独立分量。使用合成波形数据,我们研究了影响此类反演可靠性的几何因素。从源位置看,我们证明了接收器阵列对向的立体角在反演的稳定性中起着基本作用。特别地,广义逆标度的条件数与立体角大致成反比,这意味着对于零立体角(对于单个垂直井孔而言),反演条件差。随机噪声的存在也对反演结果产生重大影响。我们的结果表明,可靠反演的信噪比(S / N)近似为条件数的平方根。综合考虑几何因素,我们发现在某些具有双观测井或地表星型的微地震采集情况下,通常需要SAN> 10才能获得可靠的全矩张量反演结果。我们的数值测试表明,在非理想条件下获得的最小二乘矩张量解偏向整个参数空间的有限区域。特别地,随机噪声引入了对体积源类型的偏见,而病态的反演可能表现出对反演矩阵的分辨率较差的特征向量的偏见。改善张量计反演的可靠性的可能策略包括通过使用多个观测井来确保非零立体角孔径,和/或合并其他类型的数据,例如关于裂缝取向的先验知识。

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