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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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. |
format | Online Article Text |
id | pubmed-10250347 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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