Adjoint-state surface wave traveltime tomography: theoretical development and applications

Surface wave traveltime tomography is a routine technique for investigating crustal and upper mantle structure. The key step in inversion is the forward modeling of traveltime using a shear wave velocity and azimuthal anisotropy model. An efficient method to conduct forward modeling is to separate i...

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Main Author: Hao, Shijie
Other Authors: Tong Ping
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2025
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Online Access:https://hdl.handle.net/10356/182247
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1822472025-01-20T15:38:44Z Adjoint-state surface wave traveltime tomography: theoretical development and applications Hao, Shijie Tong Ping School of Physical and Mathematical Sciences Earth Observatory of Singapore tongping@ntu.edu.sg Mathematical Sciences Surface wave Tomography Seismic anisotropy Surface wave traveltime tomography is a routine technique for investigating crustal and upper mantle structure. The key step in inversion is the forward modeling of traveltime using a shear wave velocity and azimuthal anisotropy model. An efficient method to conduct forward modeling is to separate it into two steps: first, model a phase velocity map from the body wave velocity model; second, model the phase traveltime between sources and receivers. In previous studies, the second step is usually conducted based on assumptions about surface wave propagation, such as assuming surface waves propagate along the great circle path between the source and receiver or using the propagation path in an isotropic velocity model for the inversion of an anisotropic model. In addition, the effects of topographic variation are also often ignored. These simplifications are not always reasonable, especially in complex media, and can lead to unreliable features in the tomographic model. In this thesis, I aim to develop a surface wave traveltime tomography method that models traveltimes more accurately while maintaining high computational efficiency. This method employs an elliptically anisotropic eikonal equation to model Rayleigh wave phase traveltimes, taking into account the heterogeneity of velocity and anisotropy, as well as topographic variation. We define an objective function based on traveltime residuals across all frequencies, and derive the sensitivity kernel of this objective function with respect to body wave velocity and anisotropy using the adjoint-state method. This approach enables the direct inversion of a 3D anisotropic shear wave velocity model. This technique is applied to the island of Hawaii to invert for a shear wave velocity model of the upper crust. Our model reveals seismic anomalies that are consistent with major geological units. Specifically, a high-velocity anomaly to the South of Hualalai's summit is detected, which may be associated with a buried rift zone. Furthermore, it is demonstrated that on the island of Hawaii, the incorporation of topographic variation can result in corrections in shear wave velocity model, with amplitude up to 0.8 %. Another case study is conducted in the western United States to invert Rayleigh wave phase traveltime for a shear wave velocity and azimuthal anisotropy model of the crust and upper mantle. The results are consistent with known geological features and major previous anisotropy models. Additionally, in the shallow crust near California, fast velocity directions parallel to SHmax are observed, which may indicate that the stress is the primary cause of the azimuthal anisotropy in this region. Doctor of Philosophy 2025-01-20T01:16:48Z 2025-01-20T01:16:48Z 2025 Thesis-Doctor of Philosophy Hao, S. (2025). Adjoint-state surface wave traveltime tomography: theoretical development and applications. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/182247 https://hdl.handle.net/10356/182247 en MOE-T2EP20122-0008 RG86/22 RT12/22 This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Mathematical Sciences
Surface wave
Tomography
Seismic anisotropy
spellingShingle Mathematical Sciences
Surface wave
Tomography
Seismic anisotropy
Hao, Shijie
Adjoint-state surface wave traveltime tomography: theoretical development and applications
description Surface wave traveltime tomography is a routine technique for investigating crustal and upper mantle structure. The key step in inversion is the forward modeling of traveltime using a shear wave velocity and azimuthal anisotropy model. An efficient method to conduct forward modeling is to separate it into two steps: first, model a phase velocity map from the body wave velocity model; second, model the phase traveltime between sources and receivers. In previous studies, the second step is usually conducted based on assumptions about surface wave propagation, such as assuming surface waves propagate along the great circle path between the source and receiver or using the propagation path in an isotropic velocity model for the inversion of an anisotropic model. In addition, the effects of topographic variation are also often ignored. These simplifications are not always reasonable, especially in complex media, and can lead to unreliable features in the tomographic model. In this thesis, I aim to develop a surface wave traveltime tomography method that models traveltimes more accurately while maintaining high computational efficiency. This method employs an elliptically anisotropic eikonal equation to model Rayleigh wave phase traveltimes, taking into account the heterogeneity of velocity and anisotropy, as well as topographic variation. We define an objective function based on traveltime residuals across all frequencies, and derive the sensitivity kernel of this objective function with respect to body wave velocity and anisotropy using the adjoint-state method. This approach enables the direct inversion of a 3D anisotropic shear wave velocity model. This technique is applied to the island of Hawaii to invert for a shear wave velocity model of the upper crust. Our model reveals seismic anomalies that are consistent with major geological units. Specifically, a high-velocity anomaly to the South of Hualalai's summit is detected, which may be associated with a buried rift zone. Furthermore, it is demonstrated that on the island of Hawaii, the incorporation of topographic variation can result in corrections in shear wave velocity model, with amplitude up to 0.8 %. Another case study is conducted in the western United States to invert Rayleigh wave phase traveltime for a shear wave velocity and azimuthal anisotropy model of the crust and upper mantle. The results are consistent with known geological features and major previous anisotropy models. Additionally, in the shallow crust near California, fast velocity directions parallel to SHmax are observed, which may indicate that the stress is the primary cause of the azimuthal anisotropy in this region.
author2 Tong Ping
author_facet Tong Ping
Hao, Shijie
format Thesis-Doctor of Philosophy
author Hao, Shijie
author_sort Hao, Shijie
title Adjoint-state surface wave traveltime tomography: theoretical development and applications
title_short Adjoint-state surface wave traveltime tomography: theoretical development and applications
title_full Adjoint-state surface wave traveltime tomography: theoretical development and applications
title_fullStr Adjoint-state surface wave traveltime tomography: theoretical development and applications
title_full_unstemmed Adjoint-state surface wave traveltime tomography: theoretical development and applications
title_sort adjoint-state surface wave traveltime tomography: theoretical development and applications
publisher Nanyang Technological University
publishDate 2025
url https://hdl.handle.net/10356/182247
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