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A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary
When using waveform tomography to perform high-resolution imaging of a medium, it is vital to calculate the sensitivity in order to describe how well a model fits a given set of data and how the sensitivity changes with the spatial distribution of the heterogeneities. The traditional principle behin...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8586361/ https://www.ncbi.nlm.nih.gov/pubmed/34764320 http://dx.doi.org/10.1038/s41598-021-01199-1 |
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author | Minato, Shohei Ghose, Ranajit |
author_facet | Minato, Shohei Ghose, Ranajit |
author_sort | Minato, Shohei |
collection | PubMed |
description | When using waveform tomography to perform high-resolution imaging of a medium, it is vital to calculate the sensitivity in order to describe how well a model fits a given set of data and how the sensitivity changes with the spatial distribution of the heterogeneities. The traditional principle behind calculating the sensitivity—for detecting small changes—suffers from an inherent limitation in case other structures, not of interest, are present along the wave propagation path. We propose a novel principle that leads to enhanced localization of the sensitivity of the waveform tomography, without having to know the intermediate structures. This new principle emerges from a boundary integral representation which utilizes wave interferences observed at multiple points. When tested on geophysical acoustic wave data, this new principle leads to much better sensitivity localization and detection of small changes in seismic velocities, which were otherwise impossible. Overcoming the insensitivity to a target area, it offers new possibilities for imaging and monitoring small changes in properties, which is critical in a wide range of disciplines and scales. |
format | Online Article Text |
id | pubmed-8586361 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85863612021-11-16 A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary Minato, Shohei Ghose, Ranajit Sci Rep Article When using waveform tomography to perform high-resolution imaging of a medium, it is vital to calculate the sensitivity in order to describe how well a model fits a given set of data and how the sensitivity changes with the spatial distribution of the heterogeneities. The traditional principle behind calculating the sensitivity—for detecting small changes—suffers from an inherent limitation in case other structures, not of interest, are present along the wave propagation path. We propose a novel principle that leads to enhanced localization of the sensitivity of the waveform tomography, without having to know the intermediate structures. This new principle emerges from a boundary integral representation which utilizes wave interferences observed at multiple points. When tested on geophysical acoustic wave data, this new principle leads to much better sensitivity localization and detection of small changes in seismic velocities, which were otherwise impossible. Overcoming the insensitivity to a target area, it offers new possibilities for imaging and monitoring small changes in properties, which is critical in a wide range of disciplines and scales. Nature Publishing Group UK 2021-11-11 /pmc/articles/PMC8586361/ /pubmed/34764320 http://dx.doi.org/10.1038/s41598-021-01199-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Minato, Shohei Ghose, Ranajit A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary |
title | A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary |
title_full | A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary |
title_fullStr | A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary |
title_full_unstemmed | A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary |
title_short | A novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary |
title_sort | novel principle to localize the sensitivity of waveform tomography using wave interferences at the observation boundary |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8586361/ https://www.ncbi.nlm.nih.gov/pubmed/34764320 http://dx.doi.org/10.1038/s41598-021-01199-1 |
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