Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii

In this study we recast surface wave traveltime tomography as an inverse problem constrained by an eikonal equation and solve it using the efficient adjoint-state method. Specifically, recognizing that large topographic variations and high surface wave frequencies can make the topographic effect too...

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Main Authors: Hao, Shijie, Chen, Jing, Xu, Mijian, Tong, Ping
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2024
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Online Access:https://hdl.handle.net/10356/174712
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1747122024-04-15T15:37:01Z Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii Hao, Shijie Chen, Jing Xu, Mijian Tong, Ping School of Physical and Mathematical Sciences Earth Observatory of Singapore Mathematical Sciences Seismic tomography Travel time In this study we recast surface wave traveltime tomography as an inverse problem constrained by an eikonal equation and solve it using the efficient adjoint-state method. Specifically, recognizing that large topographic variations and high surface wave frequencies can make the topographic effect too significant to ignore, we employ an elliptically anisotropic eikonal equation to describe the traveltime fields of surface waves on undulated topography. The sensitivity kernel of the traveltime objective function with respect to shear wave velocity is derived using the adjoint-state method. As a result, the newly developed method is inherently applicable to any study regions, whether with or without significant topographic variations. Hawaii is one of the most seismically and magmatically active regions. However, its significant topographic variations have made it less accurate to investigate using conventional surface wave traveltime tomography methods. To tackle this problem, we applied our new method to invert ambient noise Rayleigh wave phase traveltimes and construct a 3D shear wave velocity model. Our results reveal features that are consistent with geological structures and previous tomography results, including high velocities below Mauna Loa Volcano and Kilauea Volcano, and low velocities beneath the Hilina Fault Zone. Additionally, our model reveals a high-velocity anomaly to the South of Hualalai's summit, which may be related to a buried rift zone. Our findings further demonstrate that including topography can lead to a correction of up to 0.8% in the shear wave velocity model of Hawaii, an island spanning approximately 100 km with volcanoes reaching elevations exceeding 4 km. Ministry of Education (MOE) Published version This work is funded by Minister of Education, Singapore, under its MOE AcRF Tier-2 Grant (MOE-T2EP20122-0008) and its MOE AcRF Tier-1 Grant (RG86/22). 2024-04-08T05:08:46Z 2024-04-08T05:08:46Z 2024 Journal Article Hao, S., Chen, J., Xu, M. & Tong, P. (2024). Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii. Journal of Geophysical Research: Solid Earth, 129(1), e2023JB027454-. https://dx.doi.org/10.1029/2023JB027454 2169-9356 https://hdl.handle.net/10356/174712 10.1029/2023JB027454 2-s2.0-85182499277 1 129 e2023JB027454 en MOE-T2EP20122-0008 RG86/22 Journal of Geophysical Research: Solid Earth © 2024 American Geophysical Union. All Rights Reserved. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Mathematical Sciences
Seismic tomography
Travel time
spellingShingle Mathematical Sciences
Seismic tomography
Travel time
Hao, Shijie
Chen, Jing
Xu, Mijian
Tong, Ping
Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii
description In this study we recast surface wave traveltime tomography as an inverse problem constrained by an eikonal equation and solve it using the efficient adjoint-state method. Specifically, recognizing that large topographic variations and high surface wave frequencies can make the topographic effect too significant to ignore, we employ an elliptically anisotropic eikonal equation to describe the traveltime fields of surface waves on undulated topography. The sensitivity kernel of the traveltime objective function with respect to shear wave velocity is derived using the adjoint-state method. As a result, the newly developed method is inherently applicable to any study regions, whether with or without significant topographic variations. Hawaii is one of the most seismically and magmatically active regions. However, its significant topographic variations have made it less accurate to investigate using conventional surface wave traveltime tomography methods. To tackle this problem, we applied our new method to invert ambient noise Rayleigh wave phase traveltimes and construct a 3D shear wave velocity model. Our results reveal features that are consistent with geological structures and previous tomography results, including high velocities below Mauna Loa Volcano and Kilauea Volcano, and low velocities beneath the Hilina Fault Zone. Additionally, our model reveals a high-velocity anomaly to the South of Hualalai's summit, which may be related to a buried rift zone. Our findings further demonstrate that including topography can lead to a correction of up to 0.8% in the shear wave velocity model of Hawaii, an island spanning approximately 100 km with volcanoes reaching elevations exceeding 4 km.
author2 School of Physical and Mathematical Sciences
author_facet School of Physical and Mathematical Sciences
Hao, Shijie
Chen, Jing
Xu, Mijian
Tong, Ping
format Article
author Hao, Shijie
Chen, Jing
Xu, Mijian
Tong, Ping
author_sort Hao, Shijie
title Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii
title_short Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii
title_full Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii
title_fullStr Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii
title_full_unstemmed Topography-incorporated adjoint-state surface wave Traveltime tomography: method and a case study in Hawaii
title_sort topography-incorporated adjoint-state surface wave traveltime tomography: method and a case study in hawaii
publishDate 2024
url https://hdl.handle.net/10356/174712
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