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Fast approximate 1D inversion of frequency domain electromagnetic data

机译:频域电磁数据的快速近似一维反演

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摘要

We present a fast approximate method for 1D inversion of frequency domain data and apply it to frequency domain helicopter-borne data from the Bookpurnong area of the Murray River, South Australia. The method is based on fast approximate forward computation of transient electromagnetic step responses and their derivatives with respect to the model parameters of a 1D model, with the frequency domain responses and derivatives then found through Fourier transformation of the time-domain counterparts. The inversion is carried out with multi-layer models in an iterative, constrained least-squares inversion scheme including explicit formulation of the model regularization through a model covariance matrix. The method is 30 times faster than conventional full inversion for a layered earth model and produces model sections of concatenated 1D models and contoured maps of mean conductivity in elevation intervals almost indistinguishable from those of a conventional full inversion. In a theoretical forward and inverse modelling study, the fast approximate and conventional computation methods are compared demonstrating the applicability of the approximate method and its limitations. Applied to the Bookpurnong RESOLVE~FDHEM data set from South Australia, the inversion produces model sections and conductivity maps that reveal the distribution of conductivity in the area and thereby the distribution of salinity. This information is crucial for any remediation effort aimed at alleviating the salinization of the river and the degradation of floodplain vegetation and associated ecosystems.
机译:我们提出了一种快速近似的频域数据一维反演方法,并将其应用于南澳大利亚默里河Bookpurnong地区的频域直升机载数据。该方法基于瞬态电磁阶跃响应及其一维相对于一维模型的模型参数的快速近似正向计算,然后通过时域对应物的傅立叶变换找到频域响应和导数。在迭代,约束最小二乘反演方案中使用多层模型进行反演,包括通过模型协方差矩阵对模型正则化进行明确表示。该方法比分层地球模型的常规完全反演要快30倍,并且可以生成级联的一维模型的模型截面以及平均电导率在高程区间中的等高线图,这与常规完全反演几乎没有区别。在理论正反模型研究中,比较了快速近似和常规计算方法,证明了近似方法的适用性及其局限性。反演应用于南澳大利亚的Bookpurnong RESOLVE〜FDHEM数据集,反演产生模型剖面和电导率图,揭示了该地区电导率的分布,从而揭示了盐度的分布。这些信息对于旨在减轻河流盐碱化以及洪泛区植被和相关生态系统退化的任何修复工作至关重要。

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