{"id":"https://openalex.org/W4313582841","doi":"https://doi.org/10.3390/rs15010265","title":"Generating Paired Seismic Training Data with Cycle-Consistent Adversarial Networks","display_name":"Generating Paired Seismic Training Data with Cycle-Consistent Adversarial Networks","publication_year":2023,"publication_date":"2023-01-02","ids":{"openalex":"https://openalex.org/W4313582841","doi":"https://doi.org/10.3390/rs15010265"},"language":"en","primary_location":{"id":"doi:10.3390/rs15010265","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010265","pdf_url":"https://www.mdpi.com/2072-4292/15/1/265/pdf?version=1672804694","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/1/265/pdf?version=1672804694","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100459057","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0001-5560-9313"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101826900","display_name":"Zhe Yan","orcid":"https://orcid.org/0000-0002-6384-3254"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhe Yan","raw_affiliation_strings":["School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082164406","display_name":"Jiankun Jing","orcid":"https://orcid.org/0000-0002-6283-3900"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiankun Jing","raw_affiliation_strings":["School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034441026","display_name":"Hanming Gu","orcid":"https://orcid.org/0000-0001-9641-3499"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanming Gu","raw_affiliation_strings":["School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100761318","display_name":"Haiying Li","orcid":null},"institutions":[{"id":"https://openalex.org/I106994412","display_name":"Sinopec (China)","ror":"https://ror.org/0161q6d74","country_code":"CN","type":"company","lineage":["https://openalex.org/I106994412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiying Li","raw_affiliation_strings":["Sinopec Northwest China Oilfield Company, Urumuqi 830011, China"],"affiliations":[{"raw_affiliation_string":"Sinopec Northwest China Oilfield Company, Urumuqi 830011, China","institution_ids":["https://openalex.org/I106994412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101826900"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.3888,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.91702074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"15","issue":"1","first_page":"265","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10892","display_name":"Drilling and Well Engineering","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7002764344215393},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4946310222148895},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4682021737098694},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4562280774116516},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.44596803188323975},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4398655295372009},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4221551716327667},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4144074320793152},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39285582304000854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3706052899360657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7002764344215393},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4946310222148895},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4682021737098694},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4562280774116516},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.44596803188323975},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4398655295372009},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4221551716327667},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4144074320793152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39285582304000854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3706052899360657},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15010265","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010265","pdf_url":"https://www.mdpi.com/2072-4292/15/1/265/pdf?version=1672804694","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c2fa800f91dc4833883252a77605f892","is_oa":true,"landing_page_url":"https://doaj.org/article/c2fa800f91dc4833883252a77605f892","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 1, p 265 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/1/265/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15010265","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 1; Pages: 265","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15010265","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15010265","pdf_url":"https://www.mdpi.com/2072-4292/15/1/265/pdf?version=1672804694","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4313582841.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1963613499","https://openalex.org/W1973456741","https://openalex.org/W2014758788","https://openalex.org/W2015861736","https://openalex.org/W2035363894","https://openalex.org/W2044465660","https://openalex.org/W2126097500","https://openalex.org/W2152825437","https://openalex.org/W2165698076","https://openalex.org/W2314961947","https://openalex.org/W2808760859","https://openalex.org/W2891111066","https://openalex.org/W2894410771","https://openalex.org/W2899651173","https://openalex.org/W2911424749","https://openalex.org/W2948473599","https://openalex.org/W2953182346","https://openalex.org/W2958537367","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2964255494","https://openalex.org/W2970419158","https://openalex.org/W2980812106","https://openalex.org/W2982350982","https://openalex.org/W2988868065","https://openalex.org/W3012353860","https://openalex.org/W3102755745","https://openalex.org/W3118476727","https://openalex.org/W3120630442","https://openalex.org/W3135210147","https://openalex.org/W3175100278","https://openalex.org/W3175113801","https://openalex.org/W4281618041","https://openalex.org/W4296873255","https://openalex.org/W4320013936","https://openalex.org/W6720691552","https://openalex.org/W6788913170"],"related_works":["https://openalex.org/W4394050964","https://openalex.org/W3211393740","https://openalex.org/W3208049411","https://openalex.org/W3022908591","https://openalex.org/W4285706568","https://openalex.org/W2551249631","https://openalex.org/W4312659495","https://openalex.org/W4385366257","https://openalex.org/W3101007570","https://openalex.org/W4387910575"],"abstract_inverted_index":{"Deep-learning-based":[0],"seismic":[1,28,42,80,86,109,116,130,163],"data":[2,18,39,43,52,65,81,110,117,137,150,155],"interpretation":[3],"has":[4,14],"received":[5],"extensive":[6],"attention":[7],"and":[8,44,60,68,106,113,123,158],"focus":[9],"in":[10,23,79,98],"recent":[11],"years.":[12],"Research":[13],"shown":[15],"that":[16,118,152],"training":[17,38,87],"play":[19],"a":[20],"key":[21],"role":[22],"the":[24,32,47,61,73,120,128,135,139,142,153],"process":[25],"of":[26,64,75,134,141],"intelligent":[27],"interpretation.":[29,82],"At":[30],"present,":[31],"main":[33],"methods":[34],"used":[35],"to":[36,127],"obtain":[37,84],"are":[40,156],"synthesizing":[41],"manually":[45],"labeling":[46,63],"real":[48,58,108,129],"data.":[49,131],"However,":[50],"synthetic":[51,115],"have":[53,124],"certain":[54],"feature":[55],"differences":[56],"from":[57],"data,":[59,88],"manual":[62],"is":[66],"time-consuming":[67],"subjective.":[69],"These":[70,101],"factors":[71],"limit":[72],"application":[74],"deep":[76],"learning":[77],"algorithms":[78],"To":[83],"realistic":[85],"we":[89],"propose":[90],"label-to-data":[91],"networks":[92,97,102],"based":[93],"on":[94,148],"cycle-consistent":[95],"adversarial":[96],"this":[99],"work.":[100],"take":[103],"random":[104,121],"labels":[105,122],"unlabeled":[107],"as":[111],"input":[112],"generate":[114],"match":[119],"similar":[125],"features":[126],"Quantitative":[132],"analysis":[133],"generated":[136,154],"demonstrate":[138],"effectiveness":[140],"proposed":[143],"methods.":[144],"Meanwhile,":[145],"test":[146],"results":[147],"different":[149],"indicate":[151],"reliable":[157],"can":[159],"be":[160],"applied":[161],"for":[162],"fault":[164],"detection.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}