{"id":"https://openalex.org/W4313827941","doi":"https://doi.org/10.3390/rs15020356","title":"First-Break Picking of Large-Offset Seismic Data Based on CNNs with Weighted Data","display_name":"First-Break Picking of Large-Offset Seismic Data Based on CNNs with Weighted Data","publication_year":2023,"publication_date":"2023-01-06","ids":{"openalex":"https://openalex.org/W4313827941","doi":"https://doi.org/10.3390/rs15020356"},"language":"en","primary_location":{"id":"doi:10.3390/rs15020356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15020356","pdf_url":"https://www.mdpi.com/2072-4292/15/2/356/pdf?version=1673943050","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/2072-4292/15/2/356/pdf?version=1673943050","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110095709","display_name":"Yuchen Yin","orcid":"https://orcid.org/0000-0001-8547-7737"},"institutions":[{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Yin","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086673970","display_name":"Liguo Han","orcid":"https://orcid.org/0000-0003-4840-8091"},"institutions":[{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liguo Han","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406351","display_name":"Pan Zhang","orcid":"https://orcid.org/0009-0009-4757-8727"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pan Zhang","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102210545","display_name":"Zhanwu Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802497816","display_name":"Chinese Academy of Geological Sciences","ror":"https://ror.org/02gp4e279","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802497816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanwu Lu","raw_affiliation_strings":["Institute of Geology, Chinese Academy of Geological Sciences, Beijing 100037, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geology, Chinese Academy of Geological Sciences, Beijing 100037, China","institution_ids":["https://openalex.org/I2802497816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012628506","display_name":"Xujia Shang","orcid":"https://orcid.org/0000-0001-8150-3950"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xujia Shang","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China"],"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun 130026, China","institution_ids":["https://openalex.org/I4210134929","https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086673970"],"corresponding_institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0562,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80364279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"15","issue":"2","first_page":"356","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9991000294685364,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.8279033303260803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6987825036048889},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5304550528526306},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3884913921356201},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34769564867019653},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33837106823921204},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.32723188400268555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2924991846084595}],"concepts":[{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.8279033303260803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987825036048889},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5304550528526306},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3884913921356201},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34769564867019653},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33837106823921204},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.32723188400268555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2924991846084595},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15020356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15020356","pdf_url":"https://www.mdpi.com/2072-4292/15/2/356/pdf?version=1673943050","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:0d4a5bb675e745e3b77b03ab957ec09b","is_oa":true,"landing_page_url":"https://doaj.org/article/0d4a5bb675e745e3b77b03ab957ec09b","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 2, p 356 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/2/356/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15020356","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 2; Pages: 356","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15020356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15020356","pdf_url":"https://www.mdpi.com/2072-4292/15/2/356/pdf?version=1673943050","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":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2483728237","display_name":null,"funder_award_id":"91962109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4121374587","display_name":null,"funder_award_id":"YDZJ202101ZYTS020","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6247526043","display_name":null,"funder_award_id":"42004106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7169917268","display_name":null,"funder_award_id":"42130805","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7608752429","display_name":null,"funder_award_id":"Talent","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7926311681","display_name":null,"funder_award_id":"4213080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G796698178","display_name":null,"funder_award_id":"42074151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8050651220","display_name":null,"funder_award_id":"202101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8271673596","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"},{"id":"https://openalex.org/G8454682402","display_name":null,"funder_award_id":"No. YDZJ202101ZYTS020","funder_id":"https://openalex.org/F4320310121","funder_display_name":"Natural Science Foundation of Jilin Province"}],"funders":[{"id":"https://openalex.org/F4320310121","display_name":"Natural Science Foundation of Jilin Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313827941.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1881291174","https://openalex.org/W2005489595","https://openalex.org/W2016771193","https://openalex.org/W2019056032","https://openalex.org/W2025583962","https://openalex.org/W2077976828","https://openalex.org/W2078496737","https://openalex.org/W2089467026","https://openalex.org/W2091121667","https://openalex.org/W2117313178","https://openalex.org/W2136922672","https://openalex.org/W2145747609","https://openalex.org/W2148205890","https://openalex.org/W2148490873","https://openalex.org/W2163882585","https://openalex.org/W2460847425","https://openalex.org/W2475873739","https://openalex.org/W2528961483","https://openalex.org/W2598828331","https://openalex.org/W2781854221","https://openalex.org/W2912913790","https://openalex.org/W2935904914","https://openalex.org/W2972465830","https://openalex.org/W3015086071","https://openalex.org/W3034667926","https://openalex.org/W3127823084","https://openalex.org/W6735251090"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W4293226380","https://openalex.org/W2544423928","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W4313906399","https://openalex.org/W2187401768","https://openalex.org/W4321487865","https://openalex.org/W2181413294"],"abstract_inverted_index":{"Deep":[0],"reflection":[1],"seismic":[2,21,64,79,203],"data":[3,80,93,122,130],"are":[4,148,165],"usually":[5],"accompanied":[6],"by":[7],"large-offset":[8,63,202],"data,":[9],"and":[10,13,33,94,152,160,175,190,232],"the":[11,17,29,39,59,77,88,96,103,107,113,117,120,125,128,132,139,153,156,161,166,179,197,210,217,225,229,233,236],"accurate":[12],"rapid":[14],"identification":[15],"of":[16,20,31,62,90,106,115,119,127,199,219,228,235],"first":[18,60,109,140,146,163,180,211],"arrivals":[19,61,147,164,181,212],"records":[22],"plays":[23],"an":[24],"important":[25],"role":[26],"in":[27,131],"eliminating":[28],"effects":[30],"topography":[32],"other":[34],"factors":[35],"that":[36,55,196],"increase":[37,124],"with":[38],"increasing":[40],"offsets.":[41],"In":[42,99],"this":[43],"paper,":[44],"we":[45,111],"propose":[46,112],"a":[47],"method":[48],"based":[49,177],"on":[50,178],"convolutional":[51],"neural":[52],"networks":[53],"(CNNs)":[54],"can":[56,205,222],"accurately":[57],"identify":[58],"data.":[65],"A":[66],"time":[67,170],"window":[68],"for":[69,158],"linear":[70],"dynamic":[71],"correction":[72],"was":[73],"established":[74],"to":[75,86,101,123,137,155,201,208],"convert":[76],"raw":[78],"into":[81],"rectangular":[82],"images":[83],"so":[84],"as":[85,150],"reduce":[87],"amount":[89],"invalid":[91],"sample":[92],"improve":[95,138,224],"training":[97,133],"efficiency.":[98],"order":[100],"enhance":[102],"prediction":[104],"effect":[105],"far-offset":[108,121,129,220],"arrivals,":[110],"strategy":[114],"adjusting":[116],"weight":[118,126],"dataset":[134],"and,":[135],"thus,":[136],"arrival":[141],"accuracy.":[142],"The":[143,168,193],"manually":[144],"picked":[145],"used":[149],"labels":[151],"input":[154],"CNNs":[157,200],"training,":[159],"full-offset":[162],"output.":[167],"travel":[169],"tomography":[171,230],"velocity":[172],"is":[173,238],"modeled":[174],"compared":[176],"obtained":[182],"through":[183],"manual":[184],"picking,":[185,189],"industrial":[186],"software":[187],"automatic":[188],"CNN":[191],"prediction.":[192],"results":[194,237],"show":[195],"application":[198],"datasets":[204],"help":[206],"researchers":[207],"obtain":[209],"at":[213],"different":[214],"offsets,":[215],"while":[216],"inclusion":[218],"weights":[221],"effectively":[223],"modeling":[226],"depth":[227],"inversion,":[231],"accuracy":[234],"high.":[239]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}