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Adjoint‐State Teleseismic Traveltime Tomography: Method and Application to Thailand in Indochina Peninsula
We propose a novel framework for teleseismic traveltime tomography that requires no ray tracing. The tomographic inverse problem is formulated as an Eikonal equation‐constrained optimization problem, aiming at the determination of a slowness model that minimizes the difference between observational...
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Published in: | Journal of geophysical research. Solid earth 2023-12, Vol.128 (12), p.n/a |
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creator | Chen, Jing Wu, Shucheng Xu, Mijian Nagaso, Masaru Yao, Jiayuan Wang, Kai Li, Tianjue Bai, Yiming Tong, Ping |
description | We propose a novel framework for teleseismic traveltime tomography that requires no ray tracing. The tomographic inverse problem is formulated as an Eikonal equation‐constrained optimization problem, aiming at the determination of a slowness model that minimizes the difference between observational and predicted differential traveltimes. Two improvements have been made over previous ray‐based methods. First, the traveltimes from the source outside the study region to any positions within the study region are computed using a hybrid approach. This involves solving a 2D Eikonal equation to obtain the traveltimes from the source to the boundary of the study region and solving a 3D Eikonal equation to compute the traveltimes from the boundary to any positions within the study region. Second, we compute the sensitivity kernel using the adjoint‐state method. This method avoids the computation of ray paths and makes the computational cost nearly independent of the number of receivers. We apply our new method in Thailand and adjacent regions. The final velocity model reveals a thick lithosphere beneath the Khorat Plateau and two mantle upwelling branches beneath its southern and western margins. The mantle upwelling may result from the mantle convection triggered by surrounding subduction systems and/or a slab window of the Indian Plate. The presence of the mantle upwelling corresponds to the source zone of the erupted Cenozoic basalts in the Khorat Plateau, indicating lithospheric modification beneath the plateau. The insightful tomographic result verifies our method and provides new perspectives on the structural heterogeneities and dynamics of the Indochina Block.
Plain Language Summary
We propose a novel teleseismic traveltime tomography method based on the adjoint‐state method. The critical procedure of computing sensitivity kernels is realized by solving the Eikonal and adjoint equations. This approach eliminates the need for calculating ray paths, which is required in conventional ray‐based tomography methods. As a result, our approach avoids the potential failures of conventional shooting and bending methods for ray tracing and makes the computational cost independent of the number of receivers. We test our new method in Thailand, using the new data from the Thai Seismic Array. Our model reveals a thick lithosphere beneath the Khorat Plateau as a high‐velocity anomaly. In addition, two mantle upwelling branches are imaged beneath the southern and western m |
doi_str_mv | 10.1029/2023JB027348 |
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Plain Language Summary
We propose a novel teleseismic traveltime tomography method based on the adjoint‐state method. The critical procedure of computing sensitivity kernels is realized by solving the Eikonal and adjoint equations. This approach eliminates the need for calculating ray paths, which is required in conventional ray‐based tomography methods. As a result, our approach avoids the potential failures of conventional shooting and bending methods for ray tracing and makes the computational cost independent of the number of receivers. We test our new method in Thailand, using the new data from the Thai Seismic Array. Our model reveals a thick lithosphere beneath the Khorat Plateau as a high‐velocity anomaly. In addition, two mantle upwelling branches are imaged beneath the southern and western margins of the plateau as low‐velocity anomalies. These anomalies are likely driven by surrounding subduction systems and may also be associated with the slab window of the Indian Plate. The presence of mantle upwelling aligns with the source zone of the exposed Cenozoic basalts and may suggest the lithospheric modification beneath the Khorat Plateau.
Key Points
A novel framework based on the adjoint‐state method is developed for teleseismic traveltime tomography
The low‐velocity anomalies beneath the southern and western margins of Khorat Plateau suggest mantle upwelling due to mantle convection
The existence of mantle upwelling indicates lithospheric modification beneath the Khorat Plateau</description><identifier>ISSN: 2169-9313</identifier><identifier>EISSN: 2169-9356</identifier><identifier>DOI: 10.1029/2023JB027348</identifier><language>eng</language><publisher>Washington: Blackwell Publishing Ltd</publisher><subject>adjoint state method ; Anomalies ; Basalt ; Cenozoic ; Cenozoic Era ; Computation ; Computational efficiency ; Computer applications ; Computing costs ; Convection ; Deformation ; Eikonal equation ; Inverse problems ; Kernels ; Lithosphere ; Mantle convection ; mantle upwelling ; Ocean circulation ; Plateaus ; Plates ; Plates (tectonics) ; Ray paths ; Ray tracing ; Seismic arrays ; Sensitivity ; Subduction ; Subduction (geology) ; teleseismic traveltime tomography ; Tomography ; Travel time ; Upwelling ; Velocity</subject><ispartof>Journal of geophysical research. Solid earth, 2023-12, Vol.128 (12), p.n/a</ispartof><rights>2023. American Geophysical Union. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3071-b6cbbe027a6a467e85fd0bbded72280c49bcdde2cf26b49f7a65adc1bec086243</citedby><cites>FETCH-LOGICAL-c3071-b6cbbe027a6a467e85fd0bbded72280c49bcdde2cf26b49f7a65adc1bec086243</cites><orcidid>0000-0002-1402-5669 ; 0000-0001-7036-4238 ; 0000-0002-1937-3427 ; 0000-0002-9083-3940 ; 0000-0002-3566-6174 ; 0000-0002-6189-7056 ; 0000-0003-2033-2793</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27898,27899</link.rule.ids></links><search><creatorcontrib>Chen, Jing</creatorcontrib><creatorcontrib>Wu, Shucheng</creatorcontrib><creatorcontrib>Xu, Mijian</creatorcontrib><creatorcontrib>Nagaso, Masaru</creatorcontrib><creatorcontrib>Yao, Jiayuan</creatorcontrib><creatorcontrib>Wang, Kai</creatorcontrib><creatorcontrib>Li, Tianjue</creatorcontrib><creatorcontrib>Bai, Yiming</creatorcontrib><creatorcontrib>Tong, Ping</creatorcontrib><title>Adjoint‐State Teleseismic Traveltime Tomography: Method and Application to Thailand in Indochina Peninsula</title><title>Journal of geophysical research. Solid earth</title><description>We propose a novel framework for teleseismic traveltime tomography that requires no ray tracing. The tomographic inverse problem is formulated as an Eikonal equation‐constrained optimization problem, aiming at the determination of a slowness model that minimizes the difference between observational and predicted differential traveltimes. Two improvements have been made over previous ray‐based methods. First, the traveltimes from the source outside the study region to any positions within the study region are computed using a hybrid approach. This involves solving a 2D Eikonal equation to obtain the traveltimes from the source to the boundary of the study region and solving a 3D Eikonal equation to compute the traveltimes from the boundary to any positions within the study region. Second, we compute the sensitivity kernel using the adjoint‐state method. This method avoids the computation of ray paths and makes the computational cost nearly independent of the number of receivers. We apply our new method in Thailand and adjacent regions. The final velocity model reveals a thick lithosphere beneath the Khorat Plateau and two mantle upwelling branches beneath its southern and western margins. The mantle upwelling may result from the mantle convection triggered by surrounding subduction systems and/or a slab window of the Indian Plate. The presence of the mantle upwelling corresponds to the source zone of the erupted Cenozoic basalts in the Khorat Plateau, indicating lithospheric modification beneath the plateau. The insightful tomographic result verifies our method and provides new perspectives on the structural heterogeneities and dynamics of the Indochina Block.
Plain Language Summary
We propose a novel teleseismic traveltime tomography method based on the adjoint‐state method. The critical procedure of computing sensitivity kernels is realized by solving the Eikonal and adjoint equations. This approach eliminates the need for calculating ray paths, which is required in conventional ray‐based tomography methods. As a result, our approach avoids the potential failures of conventional shooting and bending methods for ray tracing and makes the computational cost independent of the number of receivers. We test our new method in Thailand, using the new data from the Thai Seismic Array. Our model reveals a thick lithosphere beneath the Khorat Plateau as a high‐velocity anomaly. In addition, two mantle upwelling branches are imaged beneath the southern and western margins of the plateau as low‐velocity anomalies. These anomalies are likely driven by surrounding subduction systems and may also be associated with the slab window of the Indian Plate. The presence of mantle upwelling aligns with the source zone of the exposed Cenozoic basalts and may suggest the lithospheric modification beneath the Khorat Plateau.
Key Points
A novel framework based on the adjoint‐state method is developed for teleseismic traveltime tomography
The low‐velocity anomalies beneath the southern and western margins of Khorat Plateau suggest mantle upwelling due to mantle convection
The existence of mantle upwelling indicates lithospheric modification beneath the Khorat Plateau</description><subject>adjoint state method</subject><subject>Anomalies</subject><subject>Basalt</subject><subject>Cenozoic</subject><subject>Cenozoic Era</subject><subject>Computation</subject><subject>Computational efficiency</subject><subject>Computer applications</subject><subject>Computing costs</subject><subject>Convection</subject><subject>Deformation</subject><subject>Eikonal equation</subject><subject>Inverse problems</subject><subject>Kernels</subject><subject>Lithosphere</subject><subject>Mantle convection</subject><subject>mantle upwelling</subject><subject>Ocean circulation</subject><subject>Plateaus</subject><subject>Plates</subject><subject>Plates (tectonics)</subject><subject>Ray paths</subject><subject>Ray tracing</subject><subject>Seismic arrays</subject><subject>Sensitivity</subject><subject>Subduction</subject><subject>Subduction (geology)</subject><subject>teleseismic traveltime tomography</subject><subject>Tomography</subject><subject>Travel time</subject><subject>Upwelling</subject><subject>Velocity</subject><issn>2169-9313</issn><issn>2169-9356</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kM1Kw0AQx4MoWGpvPsCCV6v7kWwSb23R2lJRNJ7DfsVsSXZjdqv05iP4jD6JWyriybnM8OPHDPOPolMELxDE-SWGmCynEKckzg6iAUY0H-ckoYe_MyLH0ci5NQyVBYTiQdRM5Npq478-Pp888woUqlFOaddqAYqevanG6zZg29qXnnX19grcKV9bCZiRYNJ1jRbMa2uAt6ComW52XBuwMNKKWhsGHpTRxm0adhIdVaxxavTTh9HzzXUxux2v7ueL2WQ1FgSmaMyp4FyFTxhlMU1VllQSci6VTDHOoIhzLqRUWFSY8jivgpcwKRBXAmYUx2QYne33dr193Sjny7Xd9CacLHEOKcIJyrJgne8t0VvnelWVXa9b1m9LBMtdpOXfSINO9vq7btT2X7dczh-nCU1SRL4BgX16HA</recordid><startdate>202312</startdate><enddate>202312</enddate><creator>Chen, Jing</creator><creator>Wu, Shucheng</creator><creator>Xu, Mijian</creator><creator>Nagaso, Masaru</creator><creator>Yao, Jiayuan</creator><creator>Wang, Kai</creator><creator>Li, Tianjue</creator><creator>Bai, Yiming</creator><creator>Tong, Ping</creator><general>Blackwell Publishing Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>7TG</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H8D</scope><scope>H96</scope><scope>KL.</scope><scope>KR7</scope><scope>L.G</scope><scope>L7M</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0002-1402-5669</orcidid><orcidid>https://orcid.org/0000-0001-7036-4238</orcidid><orcidid>https://orcid.org/0000-0002-1937-3427</orcidid><orcidid>https://orcid.org/0000-0002-9083-3940</orcidid><orcidid>https://orcid.org/0000-0002-3566-6174</orcidid><orcidid>https://orcid.org/0000-0002-6189-7056</orcidid><orcidid>https://orcid.org/0000-0003-2033-2793</orcidid></search><sort><creationdate>202312</creationdate><title>Adjoint‐State Teleseismic Traveltime Tomography: Method and Application to Thailand in Indochina Peninsula</title><author>Chen, Jing ; Wu, Shucheng ; Xu, Mijian ; Nagaso, Masaru ; Yao, Jiayuan ; Wang, Kai ; Li, Tianjue ; Bai, Yiming ; Tong, Ping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3071-b6cbbe027a6a467e85fd0bbded72280c49bcdde2cf26b49f7a65adc1bec086243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>adjoint state method</topic><topic>Anomalies</topic><topic>Basalt</topic><topic>Cenozoic</topic><topic>Cenozoic Era</topic><topic>Computation</topic><topic>Computational efficiency</topic><topic>Computer applications</topic><topic>Computing costs</topic><topic>Convection</topic><topic>Deformation</topic><topic>Eikonal equation</topic><topic>Inverse problems</topic><topic>Kernels</topic><topic>Lithosphere</topic><topic>Mantle convection</topic><topic>mantle upwelling</topic><topic>Ocean circulation</topic><topic>Plateaus</topic><topic>Plates</topic><topic>Plates (tectonics)</topic><topic>Ray paths</topic><topic>Ray tracing</topic><topic>Seismic arrays</topic><topic>Sensitivity</topic><topic>Subduction</topic><topic>Subduction (geology)</topic><topic>teleseismic traveltime tomography</topic><topic>Tomography</topic><topic>Travel time</topic><topic>Upwelling</topic><topic>Velocity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Jing</creatorcontrib><creatorcontrib>Wu, Shucheng</creatorcontrib><creatorcontrib>Xu, Mijian</creatorcontrib><creatorcontrib>Nagaso, Masaru</creatorcontrib><creatorcontrib>Yao, Jiayuan</creatorcontrib><creatorcontrib>Wang, Kai</creatorcontrib><creatorcontrib>Li, Tianjue</creatorcontrib><creatorcontrib>Bai, Yiming</creatorcontrib><creatorcontrib>Tong, Ping</creatorcontrib><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Meteorological & Geoastrophysical Abstracts - Academic</collection><collection>Civil Engineering Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Journal of geophysical research. Solid earth</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Jing</au><au>Wu, Shucheng</au><au>Xu, Mijian</au><au>Nagaso, Masaru</au><au>Yao, Jiayuan</au><au>Wang, Kai</au><au>Li, Tianjue</au><au>Bai, Yiming</au><au>Tong, Ping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adjoint‐State Teleseismic Traveltime Tomography: Method and Application to Thailand in Indochina Peninsula</atitle><jtitle>Journal of geophysical research. Solid earth</jtitle><date>2023-12</date><risdate>2023</risdate><volume>128</volume><issue>12</issue><epage>n/a</epage><issn>2169-9313</issn><eissn>2169-9356</eissn><abstract>We propose a novel framework for teleseismic traveltime tomography that requires no ray tracing. The tomographic inverse problem is formulated as an Eikonal equation‐constrained optimization problem, aiming at the determination of a slowness model that minimizes the difference between observational and predicted differential traveltimes. Two improvements have been made over previous ray‐based methods. First, the traveltimes from the source outside the study region to any positions within the study region are computed using a hybrid approach. This involves solving a 2D Eikonal equation to obtain the traveltimes from the source to the boundary of the study region and solving a 3D Eikonal equation to compute the traveltimes from the boundary to any positions within the study region. Second, we compute the sensitivity kernel using the adjoint‐state method. This method avoids the computation of ray paths and makes the computational cost nearly independent of the number of receivers. We apply our new method in Thailand and adjacent regions. The final velocity model reveals a thick lithosphere beneath the Khorat Plateau and two mantle upwelling branches beneath its southern and western margins. The mantle upwelling may result from the mantle convection triggered by surrounding subduction systems and/or a slab window of the Indian Plate. The presence of the mantle upwelling corresponds to the source zone of the erupted Cenozoic basalts in the Khorat Plateau, indicating lithospheric modification beneath the plateau. The insightful tomographic result verifies our method and provides new perspectives on the structural heterogeneities and dynamics of the Indochina Block.
Plain Language Summary
We propose a novel teleseismic traveltime tomography method based on the adjoint‐state method. The critical procedure of computing sensitivity kernels is realized by solving the Eikonal and adjoint equations. This approach eliminates the need for calculating ray paths, which is required in conventional ray‐based tomography methods. As a result, our approach avoids the potential failures of conventional shooting and bending methods for ray tracing and makes the computational cost independent of the number of receivers. We test our new method in Thailand, using the new data from the Thai Seismic Array. Our model reveals a thick lithosphere beneath the Khorat Plateau as a high‐velocity anomaly. In addition, two mantle upwelling branches are imaged beneath the southern and western margins of the plateau as low‐velocity anomalies. These anomalies are likely driven by surrounding subduction systems and may also be associated with the slab window of the Indian Plate. The presence of mantle upwelling aligns with the source zone of the exposed Cenozoic basalts and may suggest the lithospheric modification beneath the Khorat Plateau.
Key Points
A novel framework based on the adjoint‐state method is developed for teleseismic traveltime tomography
The low‐velocity anomalies beneath the southern and western margins of Khorat Plateau suggest mantle upwelling due to mantle convection
The existence of mantle upwelling indicates lithospheric modification beneath the Khorat Plateau</abstract><cop>Washington</cop><pub>Blackwell Publishing Ltd</pub><doi>10.1029/2023JB027348</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-1402-5669</orcidid><orcidid>https://orcid.org/0000-0001-7036-4238</orcidid><orcidid>https://orcid.org/0000-0002-1937-3427</orcidid><orcidid>https://orcid.org/0000-0002-9083-3940</orcidid><orcidid>https://orcid.org/0000-0002-3566-6174</orcidid><orcidid>https://orcid.org/0000-0002-6189-7056</orcidid><orcidid>https://orcid.org/0000-0003-2033-2793</orcidid></addata></record> |
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subjects | adjoint state method Anomalies Basalt Cenozoic Cenozoic Era Computation Computational efficiency Computer applications Computing costs Convection Deformation Eikonal equation Inverse problems Kernels Lithosphere Mantle convection mantle upwelling Ocean circulation Plateaus Plates Plates (tectonics) Ray paths Ray tracing Seismic arrays Sensitivity Subduction Subduction (geology) teleseismic traveltime tomography Tomography Travel time Upwelling Velocity |
title | Adjoint‐State Teleseismic Traveltime Tomography: Method and Application to Thailand in Indochina Peninsula |
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