Conventional joint PP-PS inversion is based on approximations of the Zoeppritz equations and assumes constant VP/VS;therefore,the inversion precision and stability cannot satisfy current exploration *** propose a join...
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Conventional joint PP-PS inversion is based on approximations of the Zoeppritz equations and assumes constant VP/VS;therefore,the inversion precision and stability cannot satisfy current exploration *** propose a joint PP-PS inversion method based on the exact Zoeppritz equations that combines Bayesian statistics and generalized linear inversion.A forward model based on the exact Zoeppritz equations is built to minimize the error of the approximations in the large-angle data,the prior distribution of the model parameters is added as a regularization item to decrease the ill-posed nature of the inversion,low-frequency constraints are introduced to stabilize the low-frequency data and improve robustness,and a fast algorithm is used to solve the objective function while minimizing the computational *** proposed method has superior antinoising properties and well reproduces real data.
Traditional two-dimensional(2D) complex resistivity forward modeling is based on Poisson's equation but spectral induced polarization(SIP) data are the coproducts of the induced polarization(IP) and the electro...
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Traditional two-dimensional(2D) complex resistivity forward modeling is based on Poisson's equation but spectral induced polarization(SIP) data are the coproducts of the induced polarization(IP) and the electromagnetic induction(EMI) *** is especially true under high frequencies,where the EMI effect can exceed the IP effect.2D inversion that only considers the IP effect reduces the reliability of the inversion *** this paper,we derive differential equations using Maxwell's *** the introduction of the Cole-Cole model,we use the finite-element method to conduct2 D SIP forward modeling that considers the EMI and IP effects *** data-space Occam method,in which different constraints to the model smoothness and parametric boundaries are introduced,is then used to simultaneously obtain the four parameters of the Cole-Cole model using multi-array electric field *** approach not only improves the stability of the inversion but also significantly reduces the solution *** improve the computational efficiency,message passing interface programming was used to accelerate the 2D SIP forward modeling and *** datasets were tested using both serial and parallel algorithms,and the tests suggest that the proposed parallel algorithm is robust and efficient.
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