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T-matrix Approach to the Nonlinear Waveform Inversion Problem in 4D Seismics

机译:4D地震中非线性波形反演问题的T矩阵方法

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Anumerical method for seismic waveform inversion is developed, using the methods of quantum scattering theory. The method, which is based on a convenient matrix reprentation of the relevant integral operators, is completely general, but we focus on novel applications to 4D seismics. It is shown that the unknown scattering potential matrix (diagonal) is related to the partially observable T- matrix (non-diagonal) in a nonlinear manner, associated with the well-known Lippmann-Schwinger integral equation. We develop an iterative numerical scheme for inversion of 4D seismic waveform data with respect to the scattering potential, where the T-matrix is updated after each iteration, either by inverting a relatively large matrix or by using the forward scattering series. The connection between this simple numerical realization of the inverse scattering series and the ISS employed by Weglein et al. (which appears to contain redundant terms) will also be discussed. In a numerical experiment, where we generated synthetic 4D seismic waveform data using a full numerical (T-matrix) solution of the Schwinger-Dyson integral equation, we obtained a dramatic improvement on the Born inversion result after just 3 iterations. This suggest that internal multiples should be regarded as an additonal source of information, and not just noise.
机译:利用量子散射理论的方法开发了用于地震波形反演的多余方法。该方法基于相关的积分运算符的方便矩阵,是完全一般的,但我们专注于4D地震的新应用。结果表明,未知的散射电位矩阵(对角线)与以非线性方式的部分可观察到的T-矩阵(非对角线)有关,与众所周知的Lippmann-Schwinger积分方程相关联。我们开发了关于散射电位的4D地震波形数据反转的迭代数值方案,其中通过反转相对大的矩阵或通过使用前向散射系列来更新T族矩阵。逆散射系列的简单数值实现与Weglein等人所用的基础之间的联系。 (似乎包含冗余术语)也将讨论。在一个数值实验中,在使用Schwinger-Dyson积分方程的完整数值(T-矩阵)解决方案的合成4D地震波形数据中,我们在3次迭代之后获得了对出生的反演结果的显着改善。这表明内部倍数应被视为亚洲信息源,而不仅仅是噪音。

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