{"id":"https://openalex.org/W4381733526","doi":"https://doi.org/10.1109/tgrs.2023.3288668","title":"Semi-Supervised Seismic Stratigraphic Interpretation Constrained by Spatial Structure","display_name":"Semi-Supervised Seismic Stratigraphic Interpretation Constrained by Spatial Structure","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381733526","doi":"https://doi.org/10.1109/tgrs.2023.3288668"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2023.3288668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3288668","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101893295","display_name":"Xiaofeng Gu","orcid":"https://orcid.org/0009-0001-5692-4101"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Gu","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China"],"raw_orcid":"https://orcid.org/0009-0001-5692-4101","affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011509629","display_name":"Wenkai Lu","orcid":"https://orcid.org/0000-0003-0249-2144"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkai Lu","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China"],"raw_orcid":"https://orcid.org/0000-0003-0249-2144","affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004856239","display_name":"Yinshuo Li","orcid":"https://orcid.org/0000-0003-1819-4678"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinshuo Li","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China"],"raw_orcid":"https://orcid.org/0000-0003-1819-4678","affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023440949","display_name":"Yonghao Wang","orcid":"https://orcid.org/0000-0001-5894-5099"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghao Wang","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China"],"raw_orcid":"https://orcid.org/0000-0001-5894-5099","affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist) and the Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology (BNRist), and the Department of Automation, Tsinghua University, Beijing, P.R.China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":2.1254,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.85519116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"61","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.683915913105011},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5876165628433228},{"id":"https://openalex.org/keywords/seismic-to-simulation","display_name":"Seismic to simulation","score":0.4999723434448242},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.48739272356033325},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4524884521961212},{"id":"https://openalex.org/keywords/seismic-attribute","display_name":"Seismic attribute","score":0.4251173436641693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4003186523914337},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3714812695980072},{"id":"https://openalex.org/keywords/geophysics","display_name":"Geophysics","score":0.31917962431907654},{"id":"https://openalex.org/keywords/seismic-inversion","display_name":"Seismic inversion","score":0.239872008562088}],"concepts":[{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.683915913105011},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5876165628433228},{"id":"https://openalex.org/C64370902","wikidata":"https://www.wikidata.org/wiki/Q7315329","display_name":"Seismic to simulation","level":4,"score":0.4999723434448242},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.48739272356033325},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4524884521961212},{"id":"https://openalex.org/C2781294565","wikidata":"https://www.wikidata.org/wiki/Q5711131","display_name":"Seismic attribute","level":2,"score":0.4251173436641693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4003186523914337},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3714812695980072},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.31917962431907654},{"id":"https://openalex.org/C39267094","wikidata":"https://www.wikidata.org/wiki/Q7446968","display_name":"Seismic inversion","level":3,"score":0.239872008562088},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2023.3288668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2023.3288668","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2518711674","display_name":null,"funder_award_id":"41674116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3078455064","display_name":null,"funder_award_id":"41974126","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G931848387","display_name":null,"funder_award_id":"2018YFA0702501","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2046084913","https://openalex.org/W2108400301","https://openalex.org/W2110165470","https://openalex.org/W2112103608","https://openalex.org/W2153259962","https://openalex.org/W2194775991","https://openalex.org/W2785795994","https://openalex.org/W2807914764","https://openalex.org/W2810812775","https://openalex.org/W2889896795","https://openalex.org/W2891691398","https://openalex.org/W2892074823","https://openalex.org/W2967170982","https://openalex.org/W2980812106","https://openalex.org/W2982640424","https://openalex.org/W3012137738","https://openalex.org/W3034362861","https://openalex.org/W3092038435","https://openalex.org/W3130010174","https://openalex.org/W3147262955","https://openalex.org/W4220845136","https://openalex.org/W4285104297","https://openalex.org/W4293298413","https://openalex.org/W4389076750","https://openalex.org/W6639824700","https://openalex.org/W6662352818"],"related_works":["https://openalex.org/W2004581622","https://openalex.org/W2029240821","https://openalex.org/W2352293702","https://openalex.org/W2036815477","https://openalex.org/W2082362683","https://openalex.org/W2352232156","https://openalex.org/W2351588271","https://openalex.org/W2365149008","https://openalex.org/W2375431199","https://openalex.org/W2365116095"],"abstract_inverted_index":{"Seismic":[0],"stratigraphic":[1,20,25,57,130,145,211],"interpretation":[2,26,74,109,146,195],"plays":[3],"an":[4],"important":[5],"role":[6],"in":[7],"geophysics":[8],"and":[9,53,71,170,193],"geoscience.":[10],"Recently,":[11],"deep":[12,23,41,64,124],"learning":[13,125],"has":[14,189],"been":[15],"widely":[16],"applied":[17],"to":[18,48,67,116,127,159],"seismic":[19,84,96,106,112,129,136,144,168,176,210],"interpretation.":[21,58,212],"These":[22],"learning-based":[24,42,65],"methods":[27],"have":[28],"shown":[29],"greater":[30],"potential":[31],"than":[32],"traditional":[33],"methods.":[34],"Despite":[35],"the":[36,54,69,80,87,102,133,142,151,161,166,174,181,186,194,201],"promising":[37],"results":[38,110,179,196],"achieved":[39],"by":[40],"methods,":[43],"it":[44],"is":[45,148],"still":[46],"necessary":[47],"enhance":[49],"their":[50],"generalization":[51,191],"capabilities":[52],"reasonability":[55,72],"of":[56,73,82,94,105,111,135,141],"Therefore,":[59,200],"we":[60,77,121],"propose":[61],"a":[62,123,206],"semi-supervised":[63],"method":[66,147,188,203],"improve":[68],"accuracy":[70],"results.":[75],"First,":[76],"quantitatively":[78],"describe":[79],"correlation":[81,93],"adjacent":[83],"data":[85,97,113,183],"using":[86],"dynamic":[88],"time":[89],"warping":[90],"algorithm.":[91],"The":[92,108,139,178],"all":[95],"can":[98,204],"be":[99,205],"regarded":[100],"as":[101],"spatial":[103,118,137],"structure":[104],"data.":[107,154],"should":[114],"conform":[115],"such":[117],"structure.":[119,138],"Then,":[120],"train":[122],"model":[126],"interpret":[128,160],"units":[131],"under":[132],"constraints":[134],"performance":[140],"proposed":[143,187,202],"evaluated":[149],"on":[150,180],"Netherlands":[152],"F3":[153],"We":[155],"build":[156],"two":[157],"scenarios":[158],"stratum:":[162],"1D":[163],"scenario":[164,172],"for":[165,173,209],"one":[167],"profile":[169],"2D":[171],"whole":[175],"volume.":[177],"field":[182],"demonstrate":[184],"that":[185],"better":[190],"ability":[192],"are":[197],"more":[198],"reasonable.":[199],"useful":[207],"tool":[208]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
