Appraisal of the Magnetotelluric and Magnetovariational Transfer Functions' Selection in a 3-D Inversion

Remote. Sens. Pub Date : 2023-07-05 DOI:10.3390/rs15133416
Hui Yu, Bin Tang, Juzhi Deng, Hui Chen, Wenwu Tang, Xiao Chen, Cong Zhou
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Abstract

Magnetotelluric (MT) and magnetovariational (MV) sounding are two principal geophysical methods used to determine the electrical structure of the earth using natural electromagnetic signals. The complex relationship between the alternating electromagnetic fields can be defined by transfer functions, and their proper selection is crucial in a 3-D inversion. A synthetic case was studied to assess the capacity of these transfer functions to recover the electrical resistivity distribution of the subsurface and to evaluate the advantages and disadvantages of using the tipper vector W to complement the impedance tensor Z and the phase tensor Φ. The analysis started with two sensitivity tests to appraise the sensitivity of each type of transfer function, which is calculated for an oblique conductor model, showing that the resistivity perturbation of the same model will produce distinct perturbations to different transfer functions; the transfer function sensitivity is significantly different. A 3-D inversion utilizing the quasi-Newton method based on the L-BFGS formula was performed to invert different transfer functions and their combinations, along with quantifying their accuracy. The synthetic case study illustrates that a 3-D inversion of either the Z or Φ responses presents a superior ability to recover the subsurface electrical resistivity; joint inversions of the Z or Φ responses with the W responses possess superior imaging of the horizontal continuity of the conductive block. The appraisal of the 3-D inversion results of different transfer functions can facilitate assessing the advantages of different transfer functions and acquiring a more reasonable interpretation.
三维反演中大地电磁和磁变分传递函数选择的评价
大地电磁测深(MT)和变磁测深(MV)是利用自然电磁信号确定地球电性结构的两种主要地球物理方法。交变电磁场之间的复杂关系可以用传递函数来定义,正确选择传递函数在三维反演中至关重要。研究了一个综合案例,评估了这些传递函数恢复地下电阻率分布的能力,并评估了使用倾斜度向量W来补充阻抗张量Z和相位张量Φ的优缺点。分析首先通过两次灵敏度测试来评价每种传递函数的灵敏度,并对斜导体模型进行了计算,结果表明,同一模型的电阻率扰动对不同传递函数会产生不同的扰动;传递函数灵敏度有显著差异。利用基于L-BFGS公式的准牛顿法进行了三维反演,对不同传递函数及其组合进行了反演,并对其精度进行了量化。综合案例研究表明,Z或Φ响应的三维反演具有较好的恢复地下电阻率的能力;Z或Φ响应与W响应的联合反演具有优越的导电块水平连续性成像。对不同传递函数的三维反演结果进行评价,有利于评价不同传递函数的优点,获得更合理的解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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