Iterative natural thresholding algorithm for seismic inversion aimed at potentially recovering geological interfaces characterized by weak reflection
•Potentially recovering geological interfaces characterized by weak reflection.•Better protection of small reflectivity series.•Adopt INTA to perform seismic impedance inversion.•Stratigraphic boundaries are accurately delineated. Seismic inversion has developed into the core technology of quantitat...
Saved in:
| Published in | Journal of Asian Earth Sciences: X Vol. 13; p. 100198 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.06.2025
Elsevier |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | •Potentially recovering geological interfaces characterized by weak reflection.•Better protection of small reflectivity series.•Adopt INTA to perform seismic impedance inversion.•Stratigraphic boundaries are accurately delineated.
Seismic inversion has developed into the core technology of quantitative prediction of rock’s elastic properties of underground in the exploration geophysics. In practical application, seismic impedance inversion is a frequently utilized technique. But it still has unsatisfactory protection of small reflectivity series in real seismic data. These small reflectivity series correspond to the weak reflections of geological interfaces, which is usually a sign of low acoustic impedance contrast in tunnels engineering or reservoirs of oil and gas in petroleum engineering, and other strata of geological significance. Hence, it is very important and meaningful to recover them from original seismic data. This paper adopts a novel algorithm named iterative natural thresholding algorithm (INTA) with the aim to improve the protection of weak reflections. Through an optimal thresholding operator and a concave regularization to enforce an optimal sparse solution, INTA can potentially recover these geological interfaces characterized by weak reflection. We utilize a synthetic seismic data profile and a real seismic data set to test its feasibility and show its better protection of small reflectivity series. From the inversion results, one can see that, compared to common used sparse constrained seismic inversion method, the inverted impedance by the proposed method can better characterize weak reflectors and help understand the structure of the earth more accurately. |
|---|---|
| AbstractList | •Potentially recovering geological interfaces characterized by weak reflection.•Better protection of small reflectivity series.•Adopt INTA to perform seismic impedance inversion.•Stratigraphic boundaries are accurately delineated.
Seismic inversion has developed into the core technology of quantitative prediction of rock’s elastic properties of underground in the exploration geophysics. In practical application, seismic impedance inversion is a frequently utilized technique. But it still has unsatisfactory protection of small reflectivity series in real seismic data. These small reflectivity series correspond to the weak reflections of geological interfaces, which is usually a sign of low acoustic impedance contrast in tunnels engineering or reservoirs of oil and gas in petroleum engineering, and other strata of geological significance. Hence, it is very important and meaningful to recover them from original seismic data. This paper adopts a novel algorithm named iterative natural thresholding algorithm (INTA) with the aim to improve the protection of weak reflections. Through an optimal thresholding operator and a concave regularization to enforce an optimal sparse solution, INTA can potentially recover these geological interfaces characterized by weak reflection. We utilize a synthetic seismic data profile and a real seismic data set to test its feasibility and show its better protection of small reflectivity series. From the inversion results, one can see that, compared to common used sparse constrained seismic inversion method, the inverted impedance by the proposed method can better characterize weak reflectors and help understand the structure of the earth more accurately. Seismic inversion has developed into the core technology of quantitative prediction of rock’s elastic properties of underground in the exploration geophysics. In practical application, seismic impedance inversion is a frequently utilized technique. But it still has unsatisfactory protection of small reflectivity series in real seismic data. These small reflectivity series correspond to the weak reflections of geological interfaces, which is usually a sign of low acoustic impedance contrast in tunnels engineering or reservoirs of oil and gas in petroleum engineering, and other strata of geological significance. Hence, it is very important and meaningful to recover them from original seismic data. This paper adopts a novel algorithm named iterative natural thresholding algorithm (INTA) with the aim to improve the protection of weak reflections. Through an optimal thresholding operator and a concave regularization to enforce an optimal sparse solution, INTA can potentially recover these geological interfaces characterized by weak reflection. We utilize a synthetic seismic data profile and a real seismic data set to test its feasibility and show its better protection of small reflectivity series. From the inversion results, one can see that, compared to common used sparse constrained seismic inversion method, the inverted impedance by the proposed method can better characterize weak reflectors and help understand the structure of the earth more accurately. |
| ArticleNumber | 100198 |
| Author | Feng, Yue Fan, Zidan Dai, Ronghuo |
| Author_xml | – sequence: 1 givenname: Zidan surname: Fan fullname: Fan, Zidan organization: School of Mathematics and Information, China West Normal University, Nanchong, Sichuan, China – sequence: 2 givenname: Ronghuo surname: Dai fullname: Dai, Ronghuo email: daironghuo@yeah.net organization: School of Mathematics and Information, China West Normal University, Nanchong, Sichuan, China – sequence: 3 givenname: Yue surname: Feng fullname: Feng, Yue organization: School of Mathematics and Information, China West Normal University, Nanchong, Sichuan, China |
| BookMark | eNp9kc-OFCEQhztmTVzXfQIvvMCM0EzTPQcPZuOfSTbxomdSQNFTLQMbwNHxPXzfZXaM8eQJqNT3QfF72V3FFLHrXgu-FlyoN8t6ASw_1z3vh1bhYjs96677YctXfFD86p_9i-62lIVz3k-DmjbTdfd7VzFDpSOyCPV7hsDqPmPZp-AozgzCnDLV_YH5lFlBKgeyjOIRc6EUGdABHYPKHlLFWAlCOLGMNrWGMz9jCmkm27wU21UeLBZm95DBtiP9arQ5sR8I3xrmA9ratK-65x5Cwds_60339cP7L3efVvefP-7u3t2vrFSqrozwylhlYOSemxEndFJshOi5Un40g1cDKtej2UrkcrKT7c-H1i6cEs7Km2538boEi37IdIB80glIPxVSnjXkSjagnvoRHe-3XoLbgBnMJPmIwltpURnDm0teXDanUtosf32C63NQetFPQelzUPoSVKPeXihsYx4Jsy6WMFp01H6xtnfQf_lH746keA |
| Cites_doi | 10.1287/opre.50.1.42.17798 10.1016/j.pce.2025.103854 10.1080/08123985.2021.1871846 10.1016/j.acha.2008.10.002 10.1190/geo2015-0004.1 10.1007/s13202-024-01767-x 10.1007/s00041-008-9041-1 10.1016/j.petrol.2021.109836 10.1016/j.jappgeo.2016.03.035 10.1190/geo2016-0182.1 10.1093/jge/gxad066 10.1016/S0377-0427(00)00433-7 10.1016/j.pce.2024.103751 10.1007/s00041-008-9045-x 10.1109/LGRS.2023.3278026 10.1007/s10107-012-0571-6 10.1109/OJSP.2022.3195115 10.1190/geo2023-0006.1 10.1016/j.jappgeo.2014.07.024 10.1190/1.3554627 10.1137/18M1219187 10.1016/j.cageo.2024.105576 10.1111/j.1365-246X.1997.tb04500.x 10.1016/j.neunet.2023.07.039 10.1190/geo2014-0590.1 |
| ContentType | Journal Article |
| Copyright | 2025 The Authors |
| Copyright_xml | – notice: 2025 The Authors |
| DBID | 6I. AAFTH AAYXX CITATION DOA |
| DOI | 10.1016/j.jaesx.2025.100198 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website |
| DeliveryMethod | fulltext_linktorsrc |
| EISSN | 2590-0560 |
| ExternalDocumentID | oai_doaj_org_article_827ed029f3ad4ab5b8307e1fc3ce6bb0 10_1016_j_jaesx_2025_100198 S259005602500009X |
| GroupedDBID | 0R~ 6I. AAEDW AAFTH AALRI AAXUO AAYWO ABMAC ACVFH ADBBV ADCNI ADVLN AEUPX AEXQZ AFJKZ AFPUW AFTJW AIGII AITUG AKBMS AKYEP ALMA_UNASSIGNED_HOLDINGS AMRAJ APXCP BCNDV EBS EJD FDB GROUPED_DOAJ M41 OK1 ROL SSZ AAYXX CITATION |
| ID | FETCH-LOGICAL-c366t-b1f6bc6ba70f0b7e8ed314112066f7b5f65e6d2eb93e038c8c22eb9a701d61dc3 |
| IEDL.DBID | DOA |
| ISSN | 2590-0560 |
| IngestDate | Wed Aug 27 01:15:44 EDT 2025 Thu Jul 03 08:37:58 EDT 2025 Sat Jul 05 17:12:07 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Seismic inversion Natural thresholding algorithm Impedance L0-norm Weak reflection |
| Language | English |
| License | This is an open access article under the CC BY license. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c366t-b1f6bc6ba70f0b7e8ed314112066f7b5f65e6d2eb93e038c8c22eb9a701d61dc3 |
| OpenAccessLink | https://doaj.org/article/827ed029f3ad4ab5b8307e1fc3ce6bb0 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_827ed029f3ad4ab5b8307e1fc3ce6bb0 crossref_primary_10_1016_j_jaesx_2025_100198 elsevier_sciencedirect_doi_10_1016_j_jaesx_2025_100198 |
| PublicationCentury | 2000 |
| PublicationDate | 2025-06-01 2025-06-00 |
| PublicationDateYYYYMMDD | 2025-06-01 |
| PublicationDate_xml | – month: 06 year: 2025 text: 2025-06-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationTitle | Journal of Asian Earth Sciences: X |
| PublicationYear | 2025 |
| Publisher | Elsevier Ltd Elsevier |
| Publisher_xml | – name: Elsevier Ltd – name: Elsevier |
| References | Wang (b0150) 2016 Aravkin, Friedlander, Herrmann, Van Leeuwen (b0010) 2012; 134 Dantzig (b0080) 2002; 50 Moosaei, Hladík (b0115) 2023; 166 Dai, Yang (b0065) 2021; 52 Sacchi (b0130) 1997; 129 Bashir, bin Waheed, U., Ali, S. H., Karaman, A., Imren, C. (b0025) 2024; 187 Zhao, Luo (b0175) 2022; 3 Alemie, Sacchi (b0005) 2011; 76 Wang, Li, Wu, Gao (b0145) 2022 Bi, Li, Zhu, Bi, Zhang, Hong, Wu (b0040) 2020; 63 Li, Li, Liang (b0105) 2014; 14 Nivlet (b0120) 2004 Li, Zhang (b0100) 2017; 82 Zhang, Dai (b0160) 2016; 129 Cao, Su, Cui (b0060) 2022; 209 Sun, Wu (b0140) 2009; 26 Liu, Niu, Wang, Sacchi, Chen, Wang (b0110) 2023; 88 Zhang, Dai, Liu (b0165) 2014; 109 Bashir, Siddiqui, Morib, Babasafari, Ali, Imran, Karaman (b0035) 2024; 14 Gholami (b0090) 2015; 80 Potra, Wright (b0125) 2000; 124 Candes, Wakin, Boyd (b0055) 2008; 14 Wu, Huang, Qiao (b0155) 2018; 33 Boyd, Vandenberghe (b0045) 2004 Bredies, Lorenz (b0050) 2008; 14 Dai, Zhang, Liu (b0075) 2016; 81 Duan, Zhang (b0085) 2023; 20 Grana, Mukerji, Doyen (b0095) 2021 Zhao (b0170) 2020; 30 Aster, Borchers, Thurber (b0015) 2019 Bashir, Akdeniz, Balci, Soner, Ozturk, Tekin, Doğan, Karaman, Imren (b0020) 2025; 138 Dai, Yin, Peng (b0070) 2023; 20 Bashir, Kemerli, Ylmaz, Saral, Gknar, Korkmaz (b0030) 2024; 136 Sivanandam, Deepa (b0135) 2008 Sacchi (10.1016/j.jaesx.2025.100198_b0130) 1997; 129 Bashir (10.1016/j.jaesx.2025.100198_b0025) 2024; 187 Dai (10.1016/j.jaesx.2025.100198_b0070) 2023; 20 Li (10.1016/j.jaesx.2025.100198_b0105) 2014; 14 Wang (10.1016/j.jaesx.2025.100198_b0150) 2016 Zhang (10.1016/j.jaesx.2025.100198_b0160) 2016; 129 Bashir (10.1016/j.jaesx.2025.100198_b0030) 2024; 136 Moosaei (10.1016/j.jaesx.2025.100198_b0115) 2023; 166 Dai (10.1016/j.jaesx.2025.100198_b0075) 2016; 81 Zhao (10.1016/j.jaesx.2025.100198_b0170) 2020; 30 Alemie (10.1016/j.jaesx.2025.100198_b0005) 2011; 76 Nivlet (10.1016/j.jaesx.2025.100198_b0120) 2004 Cao (10.1016/j.jaesx.2025.100198_b0060) 2022; 209 Bashir (10.1016/j.jaesx.2025.100198_b0020) 2025; 138 Potra (10.1016/j.jaesx.2025.100198_b0125) 2000; 124 Wang (10.1016/j.jaesx.2025.100198_b0145) 2022 Zhang (10.1016/j.jaesx.2025.100198_b0165) 2014; 109 Aravkin (10.1016/j.jaesx.2025.100198_b0010) 2012; 134 Sivanandam (10.1016/j.jaesx.2025.100198_b0135) 2008 Bi (10.1016/j.jaesx.2025.100198_b0040) 2020; 63 Duan (10.1016/j.jaesx.2025.100198_b0085) 2023; 20 Grana (10.1016/j.jaesx.2025.100198_b0095) 2021 Liu (10.1016/j.jaesx.2025.100198_b0110) 2023; 88 Bredies (10.1016/j.jaesx.2025.100198_b0050) 2008; 14 Aster (10.1016/j.jaesx.2025.100198_b0015) 2019 Gholami (10.1016/j.jaesx.2025.100198_b0090) 2015; 80 Dantzig (10.1016/j.jaesx.2025.100198_b0080) 2002; 50 Wu (10.1016/j.jaesx.2025.100198_b0155) 2018; 33 Zhao (10.1016/j.jaesx.2025.100198_b0175) 2022; 3 Dai (10.1016/j.jaesx.2025.100198_b0065) 2021; 52 Li (10.1016/j.jaesx.2025.100198_b0100) 2017; 82 Sun (10.1016/j.jaesx.2025.100198_b0140) 2009; 26 Candes (10.1016/j.jaesx.2025.100198_b0055) 2008; 14 Bashir (10.1016/j.jaesx.2025.100198_b0035) 2024; 14 Boyd (10.1016/j.jaesx.2025.100198_b0045) 2004 |
| References_xml | – volume: 52 start-page: 624 year: 2021 end-page: 632 ident: b0065 article-title: An alternative method based on region fusion to solve L0-norm constrained sparse seismic inversion publication-title: Exploration Geophysics – volume: 50 start-page: 42 year: 2002 end-page: 47 ident: b0080 article-title: Linear programming publication-title: Operations Research – volume: 109 start-page: 111 year: 2014 end-page: 118 ident: b0165 article-title: Seismic inversion based on L1-norm misfit function and total variation regularization publication-title: Journal of Applied Geophysics – volume: 30 start-page: 31 year: 2020 end-page: 55 ident: b0170 article-title: Optimal k-thresholding algorithms for sparse optimization problems publication-title: SIAM Journal on Optimization – volume: 129 start-page: 651 year: 1997 end-page: 656 ident: b0130 article-title: Reweighting strategies in seismic deconvolution publication-title: Geophysical Journal International – volume: 14 start-page: 1173 year: 2024 end-page: 1187 ident: b0035 article-title: Cohesive approach for determining porosity and P-impedance in carbonate rocks using seismic attributes and inversion analysis publication-title: Journal of Petroleum Exploration and Production Technology – volume: 88 start-page: V445 year: 2023 end-page: V458 ident: b0110 article-title: Improving vertical resolution of vintage seismic data by a weakly supervised method based on cycle generative adversarial network publication-title: Geophysics – volume: 20 start-page: 1054 year: 2023 end-page: 1064 ident: b0085 article-title: Robust seismic attenuation compensation based on generalized minimax concave penalty sparse representation publication-title: Journal of Geophysics and Engineering – volume: 129 start-page: 111 year: 2016 end-page: 125 ident: b0160 article-title: Nonlinear inversion of pre-stack seismic data using variable metric method publication-title: Journal of Applied Geophysics – start-page: 93 year: 2019 end-page: 134 ident: b0015 article-title: Parameter estimation and inverse problems – volume: 209 year: 2022 ident: b0060 article-title: Multi-parameter pre-stack seismic inversion based on deep learning with sparse reflection coefficient constraints publication-title: Journal of Petroleum Science and Engineering – volume: 80 start-page: R217 year: 2015 end-page: R224 ident: b0090 article-title: Nonlinear multichannel impedance inversion by total-variation regularization publication-title: Geophysics – volume: 136 year: 2024 ident: b0030 article-title: Reconstruction of subsurface potential hydrocarbon reservoirs through 3D seismic automatic interpretation and attribute analysis publication-title: Physics and Chemistry of the Earth, Parts a/b/c – start-page: 1802 year: 2004 end-page: 1805 ident: b0120 article-title: Low-frequency constrain in a priori model building for stratigraphic inversion publication-title: SEG International Exposition and Annual Meeting – start-page: 1 year: 2022 end-page: 10 ident: b0145 article-title: Practical Geophysical Technology and Application for Lithological Reservoirs – volume: 33 start-page: 2002 year: 2018 end-page: 2014 ident: b0155 article-title: Integrated seismic prediction techniques research on sandstone-type uranium deposit: a case study of uranium deposit in Qiharigetu depression publication-title: Progress in Geophysics – volume: 3 start-page: 417 year: 2022 end-page: 431 ident: b0175 article-title: Natural thresholding algorithms for signal recovery with sparsity publication-title: IEEE Open Journal of Signal Processing – volume: 81 start-page: R237 year: 2016 end-page: R246 ident: b0075 article-title: Seismic inversion based on proximal objective function optimization algorithm publication-title: Geophysics – volume: 138 year: 2025 ident: b0020 article-title: 3D Geo-Seismic Data Enhancement Leveraging Geophysical Attributes for Hydrocarbon Prospect and Geological Illumination publication-title: Physics and Chemistry of the Earth, Parts a/b/c – volume: 14 start-page: 877 year: 2008 end-page: 905 ident: b0055 article-title: Enhancing sparsity by reweighted ℓ 1 minimization publication-title: Journal of Fourier Analysis and Applications – start-page: 129 year: 2021 end-page: 163 ident: b0095 article-title: Seismic Reservoir Modeling: Theory, Examples, and Algorithms – volume: 166 start-page: 471 year: 2023 end-page: 486 ident: b0115 article-title: Sparse solution of least-squares twin multi-class support vector machine using ℓ0 and ℓp-norm for classification and feature selection publication-title: Neural Networks – volume: 124 start-page: 281 year: 2000 end-page: 302 ident: b0125 article-title: Interior-point methods publication-title: Journal of Computational and Applied Mathematics – volume: 134 start-page: 101 year: 2012 end-page: 125 ident: b0010 article-title: Robust inversion, dimensionality reduction, and randomized sampling publication-title: Mathematical Programming – start-page: 165 year: 2008 end-page: 209 ident: b0135 article-title: Introduction to genetic algorithms – volume: 20 year: 2023 ident: b0070 article-title: A Hybrid Iterative Thresholding Method for Solving Sparsity-Regularized Linear Inverse Problems and Its Application in Seismic Sparse-Spike Deconvolution publication-title: IEEE Geoscience and Remote Sensing Letters – volume: 14 start-page: 813 year: 2008 end-page: 837 ident: b0050 article-title: Linear convergence of iterative soft-thresholding publication-title: Journal of Fourier Analysis and Applications – start-page: 561 year: 2004 end-page: 623 ident: b0045 article-title: Convex optimization – volume: 82 start-page: R173 year: 2017 end-page: R182 ident: b0100 article-title: Amplitude-versus-angle inversion based on the l 1-norm-based likelihood function and the total variation regularization constraint publication-title: Geophysics – volume: 76 start-page: R43 year: 2011 end-page: R55 ident: b0005 article-title: High-resolution three-term AVO inversion by means of a Trivariate Cauchy probability distribution publication-title: Geophysics – volume: 14 start-page: 64 year: 2014 end-page: 68 ident: b0105 article-title: An Improved Iterative Hard Threshold Algorithm publication-title: Science Technology and Engineering – volume: 26 start-page: 416 year: 2009 end-page: 421 ident: b0140 article-title: A note on application of integral operator in learning theory publication-title: Applied and Computational Harmonic Analysis – volume: 63 year: 2020 ident: b0040 article-title: An improved iterative thresholding algorithm for L1-norm regularization based sparse SAR imaging publication-title: Sci. China Inf. Sci – volume: 187 year: 2024 ident: b0025 article-title: Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging publication-title: Computers & Geosciences – start-page: 68 year: 2016 end-page: 80 ident: b0150 article-title: Seismic inversion: Theory and applications – volume: 50 start-page: 42 issue: 1 year: 2002 ident: 10.1016/j.jaesx.2025.100198_b0080 article-title: Linear programming publication-title: Operations Research doi: 10.1287/opre.50.1.42.17798 – volume: 138 year: 2025 ident: 10.1016/j.jaesx.2025.100198_b0020 article-title: 3D Geo-Seismic Data Enhancement Leveraging Geophysical Attributes for Hydrocarbon Prospect and Geological Illumination publication-title: Physics and Chemistry of the Earth, Parts a/b/c doi: 10.1016/j.pce.2025.103854 – volume: 52 start-page: 624 issue: 6 year: 2021 ident: 10.1016/j.jaesx.2025.100198_b0065 article-title: An alternative method based on region fusion to solve L0-norm constrained sparse seismic inversion publication-title: Exploration Geophysics doi: 10.1080/08123985.2021.1871846 – volume: 26 start-page: 416 issue: 3 year: 2009 ident: 10.1016/j.jaesx.2025.100198_b0140 article-title: A note on application of integral operator in learning theory publication-title: Applied and Computational Harmonic Analysis doi: 10.1016/j.acha.2008.10.002 – volume: 80 start-page: R217 issue: 5 year: 2015 ident: 10.1016/j.jaesx.2025.100198_b0090 article-title: Nonlinear multichannel impedance inversion by total-variation regularization publication-title: Geophysics doi: 10.1190/geo2015-0004.1 – volume: 14 start-page: 1173 year: 2024 ident: 10.1016/j.jaesx.2025.100198_b0035 article-title: Cohesive approach for determining porosity and P-impedance in carbonate rocks using seismic attributes and inversion analysis publication-title: Journal of Petroleum Exploration and Production Technology doi: 10.1007/s13202-024-01767-x – volume: 14 start-page: 813 year: 2008 ident: 10.1016/j.jaesx.2025.100198_b0050 article-title: Linear convergence of iterative soft-thresholding publication-title: Journal of Fourier Analysis and Applications doi: 10.1007/s00041-008-9041-1 – start-page: 1 year: 2022 ident: 10.1016/j.jaesx.2025.100198_b0145 – volume: 209 year: 2022 ident: 10.1016/j.jaesx.2025.100198_b0060 article-title: Multi-parameter pre-stack seismic inversion based on deep learning with sparse reflection coefficient constraints publication-title: Journal of Petroleum Science and Engineering doi: 10.1016/j.petrol.2021.109836 – volume: 129 start-page: 111 year: 2016 ident: 10.1016/j.jaesx.2025.100198_b0160 article-title: Nonlinear inversion of pre-stack seismic data using variable metric method publication-title: Journal of Applied Geophysics doi: 10.1016/j.jappgeo.2016.03.035 – start-page: 561 year: 2004 ident: 10.1016/j.jaesx.2025.100198_b0045 – start-page: 68 year: 2016 ident: 10.1016/j.jaesx.2025.100198_b0150 – start-page: 129 year: 2021 ident: 10.1016/j.jaesx.2025.100198_b0095 – volume: 82 start-page: R173 issue: 3 year: 2017 ident: 10.1016/j.jaesx.2025.100198_b0100 article-title: Amplitude-versus-angle inversion based on the l 1-norm-based likelihood function and the total variation regularization constraint publication-title: Geophysics doi: 10.1190/geo2016-0182.1 – volume: 20 start-page: 1054 issue: 5 year: 2023 ident: 10.1016/j.jaesx.2025.100198_b0085 article-title: Robust seismic attenuation compensation based on generalized minimax concave penalty sparse representation publication-title: Journal of Geophysics and Engineering doi: 10.1093/jge/gxad066 – volume: 124 start-page: 281 issue: 1–2 year: 2000 ident: 10.1016/j.jaesx.2025.100198_b0125 article-title: Interior-point methods publication-title: Journal of Computational and Applied Mathematics doi: 10.1016/S0377-0427(00)00433-7 – volume: 136 year: 2024 ident: 10.1016/j.jaesx.2025.100198_b0030 article-title: Reconstruction of subsurface potential hydrocarbon reservoirs through 3D seismic automatic interpretation and attribute analysis publication-title: Physics and Chemistry of the Earth, Parts a/b/c doi: 10.1016/j.pce.2024.103751 – volume: 14 start-page: 877 year: 2008 ident: 10.1016/j.jaesx.2025.100198_b0055 article-title: Enhancing sparsity by reweighted ℓ 1 minimization publication-title: Journal of Fourier Analysis and Applications doi: 10.1007/s00041-008-9045-x – volume: 20 year: 2023 ident: 10.1016/j.jaesx.2025.100198_b0070 article-title: A Hybrid Iterative Thresholding Method for Solving Sparsity-Regularized Linear Inverse Problems and Its Application in Seismic Sparse-Spike Deconvolution publication-title: IEEE Geoscience and Remote Sensing Letters doi: 10.1109/LGRS.2023.3278026 – volume: 134 start-page: 101 year: 2012 ident: 10.1016/j.jaesx.2025.100198_b0010 article-title: Robust inversion, dimensionality reduction, and randomized sampling publication-title: Mathematical Programming doi: 10.1007/s10107-012-0571-6 – start-page: 165 year: 2008 ident: 10.1016/j.jaesx.2025.100198_b0135 – volume: 3 start-page: 417 year: 2022 ident: 10.1016/j.jaesx.2025.100198_b0175 article-title: Natural thresholding algorithms for signal recovery with sparsity publication-title: IEEE Open Journal of Signal Processing doi: 10.1109/OJSP.2022.3195115 – start-page: 93 year: 2019 ident: 10.1016/j.jaesx.2025.100198_b0015 – volume: 14 start-page: 64 issue: 14 year: 2014 ident: 10.1016/j.jaesx.2025.100198_b0105 article-title: An Improved Iterative Hard Threshold Algorithm publication-title: Science Technology and Engineering – volume: 88 start-page: V445 issue: 6 year: 2023 ident: 10.1016/j.jaesx.2025.100198_b0110 article-title: Improving vertical resolution of vintage seismic data by a weakly supervised method based on cycle generative adversarial network publication-title: Geophysics doi: 10.1190/geo2023-0006.1 – volume: 109 start-page: 111 year: 2014 ident: 10.1016/j.jaesx.2025.100198_b0165 article-title: Seismic inversion based on L1-norm misfit function and total variation regularization publication-title: Journal of Applied Geophysics doi: 10.1016/j.jappgeo.2014.07.024 – volume: 76 start-page: R43 issue: 3 year: 2011 ident: 10.1016/j.jaesx.2025.100198_b0005 article-title: High-resolution three-term AVO inversion by means of a Trivariate Cauchy probability distribution publication-title: Geophysics doi: 10.1190/1.3554627 – start-page: 1802 year: 2004 ident: 10.1016/j.jaesx.2025.100198_b0120 article-title: Low-frequency constrain in a priori model building for stratigraphic inversion publication-title: SEG International Exposition and Annual Meeting – volume: 30 start-page: 31 issue: 1 year: 2020 ident: 10.1016/j.jaesx.2025.100198_b0170 article-title: Optimal k-thresholding algorithms for sparse optimization problems publication-title: SIAM Journal on Optimization doi: 10.1137/18M1219187 – volume: 187 year: 2024 ident: 10.1016/j.jaesx.2025.100198_b0025 article-title: Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging publication-title: Computers & Geosciences doi: 10.1016/j.cageo.2024.105576 – volume: 33 start-page: 2002 issue: 5 year: 2018 ident: 10.1016/j.jaesx.2025.100198_b0155 article-title: Integrated seismic prediction techniques research on sandstone-type uranium deposit: a case study of uranium deposit in Qiharigetu depression publication-title: Progress in Geophysics – volume: 63 issue: 219301 year: 2020 ident: 10.1016/j.jaesx.2025.100198_b0040 article-title: An improved iterative thresholding algorithm for L1-norm regularization based sparse SAR imaging publication-title: Sci. China Inf. Sci – volume: 129 start-page: 651 issue: 3 year: 1997 ident: 10.1016/j.jaesx.2025.100198_b0130 article-title: Reweighting strategies in seismic deconvolution publication-title: Geophysical Journal International doi: 10.1111/j.1365-246X.1997.tb04500.x – volume: 166 start-page: 471 year: 2023 ident: 10.1016/j.jaesx.2025.100198_b0115 article-title: Sparse solution of least-squares twin multi-class support vector machine using ℓ0 and ℓp-norm for classification and feature selection publication-title: Neural Networks doi: 10.1016/j.neunet.2023.07.039 – volume: 81 start-page: R237 issue: 5 year: 2016 ident: 10.1016/j.jaesx.2025.100198_b0075 article-title: Seismic inversion based on proximal objective function optimization algorithm publication-title: Geophysics doi: 10.1190/geo2014-0590.1 |
| SSID | ssj0002856848 |
| Score | 2.293283 |
| Snippet | •Potentially recovering geological interfaces characterized by weak reflection.•Better protection of small reflectivity series.•Adopt INTA to perform seismic... Seismic inversion has developed into the core technology of quantitative prediction of rock’s elastic properties of underground in the exploration geophysics.... |
| SourceID | doaj crossref elsevier |
| SourceType | Open Website Index Database Publisher |
| StartPage | 100198 |
| SubjectTerms | Impedance L0-norm Natural thresholding algorithm Seismic inversion Weak reflection |
| Title | Iterative natural thresholding algorithm for seismic inversion aimed at potentially recovering geological interfaces characterized by weak reflection |
| URI | https://dx.doi.org/10.1016/j.jaesx.2025.100198 https://doaj.org/article/827ed029f3ad4ab5b8307e1fc3ce6bb0 |
| Volume | 13 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrZ07T8MwEMctxMSCQIAoL3lgJCKJE8cZAYEACSYqdYv8OJeUkiIaCuV78H05O0lVFlgYE_kR-U6-_zmnnwk5liZWglkIjMM_JkliA8msDTJMJTTqbSY9JOnunl_3k9tBOli66svVhDV44GbhTkWcgQnj3DJpEqlSHDnMILKaaeBK-WwdY95SMjXyR0YpF4noMEO-oGskYfqBGWGcevBQLn6EIk_sX4pIS1HmaoOst_KQnjWftUlWoNoiXzcefYz7EvUcTmxQowmm7Z8jKsfDCeb4j88UFSidQjl9LjUtq1lzFkZliSGPypq-TGpXHCTH4zl1mfDMcwjpELodkDp6xKt1ZVpUL1DOn9hbzek7yCfsZse-eqvaJv2ry4eL66C9TiHQjPM6UJHlSnMls9CGKgMBhkUJ6i1UHTZTqeUpcBODyhmETGihY_eAzSPDI6PZDlmtJhXsEpo7jB5wLSOrEqFtzpXRPLM2z5hhXPTISbeyxUtDzSi6crJR4Q1ROEMUjSF65Nyt_qKpQ177F-gIResIxV-O0CO8s13RqodGFeBQ5W-z7_3H7PtkzQ3ZFJEdkNX69Q0OUa7U6sh75jfA_O-W |
| linkProvider | Directory of Open Access Journals |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Iterative+natural+thresholding+algorithm+for+seismic+inversion+aimed+at+potentially+recovering+geological+interfaces+characterized+by+weak+reflection&rft.jtitle=Journal+of+Asian+Earth+Sciences%3A+X&rft.au=Fan%2C+Zidan&rft.au=Dai%2C+Ronghuo&rft.au=Feng%2C+Yue&rft.date=2025-06-01&rft.issn=2590-0560&rft.eissn=2590-0560&rft.volume=13&rft.spage=100198&rft_id=info:doi/10.1016%2Fj.jaesx.2025.100198&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_jaesx_2025_100198 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2590-0560&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2590-0560&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2590-0560&client=summon |