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Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT

To avoid the problem of the traditional methods consuming large computational resources to calculate the kernel matrix and 2D discrete convolution, we present a novel approach for 3D gravity and magnetic modelling. This method combines the midpoint quadrature method with a 2D fast Fourier transform...

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Detalles Bibliográficos
Autores principales: Wang, Xulong, Liu, Jianxin, Li, Jian, Chen, Hang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10250347/
https://www.ncbi.nlm.nih.gov/pubmed/37291183
http://dx.doi.org/10.1038/s41598-023-36525-2
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author Wang, Xulong
Liu, Jianxin
Li, Jian
Chen, Hang
author_facet Wang, Xulong
Liu, Jianxin
Li, Jian
Chen, Hang
author_sort Wang, Xulong
collection PubMed
description To avoid the problem of the traditional methods consuming large computational resources to calculate the kernel matrix and 2D discrete convolution, we present a novel approach for 3D gravity and magnetic modelling. This method combines the midpoint quadrature method with a 2D fast Fourier transform (FFT) to calculate the gravity and magnetic anomalies with arbitrary density or magnetic susceptibility distribution. In this scheme, we apply the midpoint quadrature method to calculate the volume element of the integral. Then, the convolution of the weight coefficient matrix with density or magnetization is efficiently computed via the 2D FFT. Finally, the accuracy and efficiency of the proposed algorithm are validated by using an artificial model and a real topography model. The numerical results demonstrate that the proposed algorithm’s computation time and the memory requirement are decreased by approximately two orders of magnitude compared with the space-wavenumber domain method.
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spelling pubmed-102503472023-06-10 Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT Wang, Xulong Liu, Jianxin Li, Jian Chen, Hang Sci Rep Article To avoid the problem of the traditional methods consuming large computational resources to calculate the kernel matrix and 2D discrete convolution, we present a novel approach for 3D gravity and magnetic modelling. This method combines the midpoint quadrature method with a 2D fast Fourier transform (FFT) to calculate the gravity and magnetic anomalies with arbitrary density or magnetic susceptibility distribution. In this scheme, we apply the midpoint quadrature method to calculate the volume element of the integral. Then, the convolution of the weight coefficient matrix with density or magnetization is efficiently computed via the 2D FFT. Finally, the accuracy and efficiency of the proposed algorithm are validated by using an artificial model and a real topography model. The numerical results demonstrate that the proposed algorithm’s computation time and the memory requirement are decreased by approximately two orders of magnitude compared with the space-wavenumber domain method. Nature Publishing Group UK 2023-06-08 /pmc/articles/PMC10250347/ /pubmed/37291183 http://dx.doi.org/10.1038/s41598-023-36525-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Wang, Xulong
Liu, Jianxin
Li, Jian
Chen, Hang
Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT
title Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT
title_full Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT
title_fullStr Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT
title_full_unstemmed Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT
title_short Fast 3D gravity and magnetic modelling using midpoint quadrature and 2D FFT
title_sort fast 3d gravity and magnetic modelling using midpoint quadrature and 2d fft
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10250347/
https://www.ncbi.nlm.nih.gov/pubmed/37291183
http://dx.doi.org/10.1038/s41598-023-36525-2
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