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Simultaneous Structure-Coupled Joint Inversion of Gravity and Magnetic Data Based on a Damped Least-Squares Technique

DOI: 10.4236/ijg.2015.62011, PP. 172-179

Keywords: Structure-Coupled Joint Inversion, Damped Least-Squares, Coupling Factor, Gravity and Magnetic Data

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Abstract:

The structure-coupled joint inversion method of gravity and magnetic data is a powerful tool fordeveloping improved physical property models with high resolution and compatible features;however, the conventional procedure is inefficient due to the truncated singular values decomposition(SVD) process at each iteration. To improve the algorithm, a technique using damped leastsquaresis adopted to calculate the structural term of model updates, instead of the truncated SVD. Thisproduces structural coupled density and magnetization images with high efficiency. A so-calledcoupling factor is introduced to regulate the tuning of the desired final structural similarity level.Synthetic examples show that the joint inversion results are internally consistent and achievehigherresolution than separated. The acceptable runtime performance of the damped least squarestechnique used in joint inversion indicates that it is more suitable for practical use than the truncated SVD method.

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