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Power spectral density of the heterogeneous fracture compliance from scattered elastic wavefields

机译:散射弹性波场中非均质裂缝柔度的功率谱密度

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摘要

Using the scattered elastic wavefield, a method to derive the power spectral density (PSD) of the heterogeneous compliance distribution, along the plane of a single fracture, is formulated. The method involves estimation of the stress field at the fracture depth from the scattered wavefield followed by least-squares optimization of the PSD of the stress field. We consider a 2D geometry and incident plane waves. The derivations are made in the frequency-wavenumber domain. To derive the relationship between the scattered wavefield and the PSD of the heterogeneous compliance, perturbation theory is used. In the forward modeling, the scattering response of the heterogeneous compliance is estimated, assuming a stationary random process. Numerical tests of the proposed method of PSD estimation offer important insights. The estimated PSD of the compliance (given by the standard deviation ? and the correlation length lc, assuming a Gaussian distribution) as a statistical measure of the heterogeneous fracture compliance is robust against fracture depth uncertainties. Furthermore, the sparse spatial sampling of the wavefield is not problematic as long as the data contain those wavenumber components which represent the slope of the PSD of the stress field. However, when the sampling interval is too large compared to the correlation length of the heterogeneous compliance distribution, it is difficult to estimate accurately the PSD of the compliance due to spatial aliasing and small amplitude variation within the available wavenumber. For a given spatial sampling, the use of higher frequencies results in a stronger amplitude variation in the scattered wavefield. This leads to better estimates of the PSD of the compliance via a least-squares optimization. In the presence of white noise, a change in the PSD of the stress field at the fracture depth significantly affects the PSD estimates. In this case, a data-driven amplitude correction improves the estimates of ? and lc.
机译:利用散射弹性波场,提出了一种方法,可沿单个裂缝平面推导非均质顺应性分布的功率谱密度(PSD)。该方法包括根据散射波场估算裂缝深度处的应力场,然后对应力场的PSD进行最小二乘法优化。我们考虑二维几何和入射平面波。推导是在频率-波数域中进行的。为了推导散射波场与非均质顺应性PSD的关系,采用了扰动理论。在前向建模中,假设平稳的随机过程,则估计了异构顺应性的散射响应。 PSD估计方法的数值测试提供了重要的见识。作为非均质裂缝顺应性的统计度量,顺应性的估计PSD(由标准偏差δ和相关长度lc给出,假设为高斯分布)对裂缝深度不确定性具有鲁棒性。此外,只要数据包含那些代表应力场PSD斜率的波数分量,波场的稀疏空间采样就不会有问题。但是,当采样间隔与异构顺应性分布的相关长度相比过大时,由于可用波数内的空间混叠和小幅度变化,很难准确估计柔顺性的PSD。对于给定的空间采样,使用较高的频率会导致散射波场中的振幅变化更大。这样可以通过最小二乘优化来更好地估计合规性PSD。在存在白噪声的情况下,裂缝深度处应力场的PSD的变化会显着影响PSD的估算值。在这种情况下,数据驱动的幅度校正可改善的估计值。和lc。

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