{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T14:09:12Z","timestamp":1781186952515,"version":"3.54.1"},"reference-count":51,"publisher":"Society of Exploration Geophysicists","issue":"4","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41874128"],"award-info":[{"award-number":["41874128"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41874128"],"award-info":[{"award-number":["41874128"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["library.seg.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2023,7,1]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>Correct subsalt structure recovery is important for subsalt reservoir exploration. However, high-precision subsalt structure retrieval using full-waveform inversion (FWI) is difficult, which is caused by the shielding from the salt body and the depth of the target. To obtain correct subsalt structures, techniques that can effectively work with deep targets are desired. In addition, the correct recovery of the salt body is critical for the recovery of the subsalt structure. However, the salt body recovery itself is also challenging in FWI, especially when a reasonable starting model is not available. We consider the recovery of the salt structure and subsalt structure. A local angle domain illumination-compensated direct envelope inversion with the local resolution function is developed to provide a large-scale background salt structure with an enhanced and more balanced recovery of the salt body in the deep part. Then, FWI with angle domain illumination compensation is used to improve the recovery of the salt and subsalt structures. To further enhance the quality of the inversion, model updating with the L-BFGS method is embedded into the whole process. Numerical examples with the SEG\/EAGE salt model and the Sigsbee model demonstrate that the proposed method could retrieve the salt structure as well as the subsalt structure effectively with high precision starting from a linear initial model.<\/jats:p>","DOI":"10.1190\/geo2022-0550.1","type":"journal-article","created":{"date-parts":[[2023,3,28]],"date-time":"2023-03-28T08:46:46Z","timestamp":1679993206000},"page":"R453-R467","update-policy":"https:\/\/doi.org\/10.1190\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Salt and subsalt structure recovery \u2014 An envelope-based waveform inversion with local angle domain illumination compensation and L-BFGS"],"prefix":"10.1190","volume":"88","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8809-0466","authenticated-orcid":false,"given":"Jingrui","family":"Luo","sequence":"first","affiliation":[{"name":"Xi\u2019an University of Technology 1 , School of Automation and Information Engineering, Xi\u2019an, China. bluebirdjr@126.com"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2914-2793","authenticated-orcid":false,"given":"Huamin","family":"Zhou","sequence":"additional","affiliation":[{"name":"Changjiang River Scientific Research Institute 2 , Wuhan, China. zhouhuamin0926@163.com"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9188-4953","authenticated-orcid":false,"given":"Ru-Shan","family":"Wu","sequence":"additional","affiliation":[{"name":"University of California 3 , Modeling and Imaging Laboratory, Earth and Planetary Sciences, Santa Cruz, California, USA. rwu@ucsc.edu"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9719-6297","authenticated-orcid":false,"given":"Xingguo","family":"Huang","sequence":"additional","affiliation":[{"name":"Jilin University 4 , College of Instrumentation and Electrical Engineering, Jilin, China. xingguohuang@jlu.edu.cn (corresponding author)"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"186","published-online":{"date-parts":[[2023,6,12]]},"reference":[{"key":"2025121212141181500_r1","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1093\/gji\/ggu379","article-title":"Scattering-angle based filtering of the waveform inversion gradients","volume":"200","author":"Alkhalifah","year":"2015","journal-title":"Geophysical Journal International","ISSN":"https:\/\/id.crossref.org\/issn\/0956-540X","issn-type":"print"},{"key":"2025121212141181500_r2","doi-asserted-by":"crossref","first-page":"726","DOI":"10.1190\/1.1438700","article-title":"The construction of subsurface illumination and amplitude maps via ray tracing","volume":"19","author":"Bear","year":"2000","journal-title":"The Leading Edge"},{"key":"2025121212141181500_r3","doi-asserted-by":"crossref","first-page":"1076","DOI":"10.1093\/gji\/ggw129","article-title":"Full waveform inversion with an 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       \n            \n              Zhang\n              F.\n            \n          , 2015, Full waveform inversion with the adaptive illumination compensation: 77th Annual International Conference and Exhibition, EAGE, Extended Abstracts, doi: http:\/\/dx.doi.org\/10.3997\/2214-4609.201412462.","DOI":"10.3997\/2214-4609.201412462"},{"key":"2025121212141181500_r34","article-title":"The seismic reflection inverse problem","volume":"25","author":"Sysmes","year":"2009","journal-title":"Inverse Problems","ISSN":"https:\/\/id.crossref.org\/issn\/0266-5611","issn-type":"print"},{"key":"2025121212141181500_r35","doi-asserted-by":"crossref","first-page":"1517","DOI":"10.1093\/gji\/ggx249","article-title":"Full waveform inversion of triplicated data using a normalized-correlation-coefficient-based misfit function","volume":"210","author":"Tao","year":"2017","journal-title":"Geophysical Journal 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B.\n            \n          , 2015, An angle-domain wavenumber filter for multi-scale full-waveform inversion: 85th Annual International Meeting, SEG, Expanded Abstracts, 1132\u20131137, doi: http:\/\/dx.doi.org\/10.1190\/segam2015-5877023.1.","DOI":"10.1190\/segam2015-5877023.1"},{"issue":"5","key":"2025121212141181500_r44","doi-asserted-by":"crossref","first-page":"S169","DOI":"10.1190\/1.2227619","article-title":"Wave equation-based seismic illumination analysis","volume":"71","author":"Xie","year":"2006","journal-title":"Geophysics","ISSN":"https:\/\/id.crossref.org\/issn\/0016-8033","issn-type":"print"},{"issue":"6","key":"2025121212141181500_r45","doi-asserted-by":"crossref","first-page":"S241","DOI":"10.1190\/geo2013-0324.1","article-title":"Acquisition aperture correction in the angle domain toward true-reflection reverse time migration","volume":"79","author":"Yan","year":"2014","journal-title":"Geophysics","ISSN":"https:\/\/id.crossref.org\/issn\/0016-8033","issn-type":"print"},{"issue":"6","key":"2025121212141181500_r46","doi-asserted-by":"crossref","first-page":"S447","DOI":"10.1190\/geo2016-0003.1","article-title":"Full-wave seismic illumination and resolution analyses: A Poynting vector based method","volume":"81","author":"Yan","year":"2016","journal-title":"Geophysics","ISSN":"https:\/\/id.crossref.org\/issn\/0016-8033","issn-type":"print"},{"issue":"1","key":"2025121212141181500_r47","doi-asserted-by":"crossref","first-page":"R43","DOI":"10.1190\/geo2016-0663.1","article-title":"Application of optimal transport and the quadratic Wasserstein metric to full-waveform inversion","volume":"83","author":"Yang","year":"2018","journal-title":"Geophysics","ISSN":"https:\/\/id.crossref.org\/issn\/0016-8033","issn-type":"print"},{"key":"2025121212141181500_r48","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1071\/EG06102","article-title":"Reverse-time migration using the Poynting vector","volume":"37","author":"Yoon","year":"2006","journal-title":"Exploration Geophysics"},{"key":"2025121212141181500_r49","doi-asserted-by":"crossref","DOI":"10.3390\/min11090919","article-title":"Decompotion-based direct envelope inversion and structure-guided perturbation decomposition for salt building","volume":"11","author":"Zhang","year":"2021","journal-title":"Minerals"},{"issue":"5","key":"2025121212141181500_r50","doi-asserted-by":"crossref","first-page":"WB135","DOI":"10.1190\/geo2010-0314.1","article-title":"Direct vector-field method to obtain angle-domain common-image gathers from isotropic acoustic and elastic reverse-time migration","volume":"76","author":"Zhang","year":"2011","journal-title":"Geophysics","ISSN":"https:\/\/id.crossref.org\/issn\/0016-8033","issn-type":"print"},{"key":"2025121212141181500_r51","doi-asserted-by":"crossref","first-page":"1551","DOI":"10.1007\/s11600-019-00368-1","article-title":"Reflected wave least squares reverse time migration with angle illumination compensation","volume":"67","author":"Zhou","year":"2019","journal-title":"Acta Geophysica"}],"container-title":["Geophysics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.geoscienceworld.org\/seg\/geophysics\/article-pdf\/88\/4\/R453\/5894952\/geo-2022-0550.1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/pubs.geoscienceworld.org\/seg\/geophysics\/article-pdf\/88\/4\/R453\/5894952\/geo-2022-0550.1.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T17:14:20Z","timestamp":1765559660000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.geoscienceworld.org\/geophysics\/article\/88\/4\/R453\/623994\/Salt-and-subsalt-structure-recovery-An-envelope"},"secondary":[{"URL":"https:\/\/pubs.geoscienceworld.org\/geophysics\/article\/88\/4\/r453\/623994\/salt-and-subsalt-structure-recovery-an-envelope","label":"geoscienceworld"}]},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,28]]},"references-count":51,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,7,1]]}},"URL":"https:\/\/doi.org\/10.1190\/geo2022-0550.1","relation":{},"ISSN":["0016-8033","1942-2156"],"issn-type":[{"value":"0016-8033","type":"print"},{"value":"1942-2156","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,28]]},"assertion":[{"value":"2022-08-30","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-01-26","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-03-10","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-06-12","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}