{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,6]],"date-time":"2026-06-06T03:55:00Z","timestamp":1780718100140,"version":"3.54.1"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Horizontal Research Project funded by Sinopec Southwest Oil and Gas Company","award":["34450000-23-ZC0607-0033"],"award-info":[{"award-number":["34450000-23-ZC0607-0033"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3566005","type":"journal-article","created":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T23:25:55Z","timestamp":1746055555000},"page":"84094-84111","source":"Crossref","is-referenced-by-count":5,"title":["A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-9474-2057","authenticated-orcid":false,"given":"Luyao","family":"Liao","sequence":"first","affiliation":[{"name":"Key Laboratory of Earth Exploration and Information Techniques of Ministry of Education, College of Geophysics, Chengdu University of Technology, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-9640-0795","authenticated-orcid":false,"given":"Huailai","family":"Zhou","sequence":"additional","affiliation":[{"name":"Key Laboratory of Earth Exploration and Information Techniques of Ministry of Education, College of Geophysics, Chengdu University of Technology, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junping","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Earth Exploration and Information Techniques of Ministry of Education, College of Geophysics, Chengdu University of Technology, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8201-1704","authenticated-orcid":false,"given":"Jie","family":"Zhou","sequence":"additional","affiliation":[{"name":"Key Laboratory of Earth Exploration and Information Techniques of Ministry of Education, College of Geophysics, Chengdu University of Technology, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-4573-260X","authenticated-orcid":false,"given":"Donghang","family":"Zhang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-4007-8859","authenticated-orcid":false,"given":"Jian","family":"Wang","sequence":"additional","affiliation":[{"name":"Sinopec Southwest Oil and Gas Company, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.earscirev.2021.103876"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1190\/1.9781560801900"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1029\/2001GL013020"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1306\/08020706101"},{"key":"ref5","first-page":"100","article-title":"Research on automatic seismic facies recognition technology based on deep learning","volume-title":"Proc. Annu. Meeting Oil Gas Geophys.","author":"Wu"},{"issue":"6","key":"ref6","first-page":"1169","article-title":"Intelligent seismic facies classification based on an improved deep learning method","volume":"55","author":"Yan","year":"2020","journal-title":"Oil Geophys. Prospecting"},{"issue":"6","key":"ref7","first-page":"2460","article-title":"Thin reservoir prediction of Permian Qixia formation in central Sichuan Basin based on waveform indication inversion method","volume":"37","author":"Xiong","year":"2022","journal-title":"Prog. Geophys."},{"issue":"5","key":"ref8","first-page":"1075","article-title":"Geological significances of typical seismic facies of volcanic rocks of the rifted period in Songliao Basin, NE China","volume":"53","author":"Tang","year":"2018","journal-title":"Oil Geophys. Prospecting"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.15530\/urtec-2019-557"},{"issue":"2","key":"ref10","first-page":"148","article-title":"Research on intelligent recognition of seismic waveforms based on convolutional neural networks","volume":"39","author":"Zheng","year":"2023","journal-title":"World Earthquake Eng."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1190\/segam2018-2996783.1"},{"issue":"1","key":"ref12","first-page":"374","article-title":"Waveform classification and seismic recognition by convolution neural network","volume":"62","author":"Zhao","year":"2019","journal-title":"Prog. Geophys."},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3049012"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s11770-022-0940-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2019.05.230"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2018.08.035"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/s18072220"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-020-04867-x"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11004-021-09918-0"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11430-021-9870-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.geoen.2023.212126"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/cec.2001.934374"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/en13030723"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.geothermics.2023.102749"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3997\/2214-4609.202310306"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2016.2582924"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.042"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/icec.1998.699146"},{"issue":"2","key":"ref30","first-page":"26","article-title":"Favorable sedimentary facies zones and lithofacies palaeogeography of Middle Triassic Lei-koupo Formation in Sichuan Basin","volume":"18","author":"Lyu","year":"2012","journal-title":"Marine Origin Petroleum Geol."},{"issue":"2","key":"ref31","first-page":"14","article-title":"Analysis of petroleum geologic conditions and favorable prospecting targets of Triassic Leikoupo-Ma\u2019Antang formations in the middle segment of Chuanxi depression, Western Sichuan basin","volume":"17","author":"Xu","year":"2012","journal-title":"Marine Origin Petroleum Geology"},{"issue":"8","key":"ref32","first-page":"8","article-title":"Gas potential of the Middle Triassic Leikoupo Fm in the Western Sichuan basin","volume":"33","author":"Xu","year":"2013","journal-title":"Natural Gas Industry"},{"issue":"2","key":"ref33","first-page":"1","article-title":"Study on the sedimentary facies of beach bodies in the Leikoupo formation, Western Sichuan basin","volume":"18","author":"Zhang","year":"2013","journal-title":"J. Yangtze Univ."},{"issue":"2","key":"ref34","first-page":"1","article-title":"Sedimentary facies features and favorable lithofacies distribution of middle Triassic Leikoupo barriered carbonate platform in Sichuan basin","volume":"18","author":"Xin","year":"2013","journal-title":"Mar. Origin Petroleum Geol."},{"issue":"6","key":"ref35","first-page":"976","article-title":"Sedimentary characteristics of the upper part of the fourth member of Leikoupo formation of middle Triassic in western Sichuan basin","volume":"43","author":"Song","year":"2021","journal-title":"Petroleum Geol. Exp."},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2013-0077.1"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2022.101554"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2021.08.032"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2018.05.018"},{"issue":"1","key":"ref40","first-page":"70","article-title":"Difference in depositional characteristics between intra-platform and marginal-platform shoals in Leikoupo Formation, Sichuan Basin and its impact on reservoirs","volume":"32","author":"Li","year":"2011","journal-title":"Acta Petrolei Sinica"},{"issue":"4","key":"ref41","first-page":"371","article-title":"New understanding of sedimentary facies of the Middle Triassic Leikoupo Formation in northwestern Sichuan Basin","volume":"28","author":"He","year":"2023","journal-title":"Mar. Origin Petroleum Geol."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2981687"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1111\/1365-2478.13106"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1029\/2023gl106229"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10981420.pdf?arnumber=10981420","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,19]],"date-time":"2025-05-19T17:58:27Z","timestamp":1747677507000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10981420\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3566005","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}