{"id":"https://openalex.org/W4288391493","doi":"https://doi.org/10.1109/tgrs.2022.3194635","title":"Distributed Acoustic Sensing Vertical Seismic Profile Data Denoising Based on Multistage Denoising Network","display_name":"Distributed Acoustic Sensing Vertical Seismic Profile Data Denoising Based on Multistage Denoising Network","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4288391493","doi":"https://doi.org/10.1109/tgrs.2022.3194635"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2022.3194635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3194635","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/A5100621538","display_name":"Yue Li","orcid":"https://orcid.org/0000-0001-5482-6244"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Li","raw_affiliation_strings":["Department of Information, College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Department of Information, College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015772375","display_name":"Man Zhang","orcid":"https://orcid.org/0000-0002-6400-4268"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Man Zhang","raw_affiliation_strings":["Department of Information, College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Department of Information, College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048033246","display_name":"Yuxing Zhao","orcid":"https://orcid.org/0000-0002-5440-919X"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxing Zhao","raw_affiliation_strings":["Department of Information, College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Department of Information, College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045411027","display_name":"Ning Wu","orcid":"https://orcid.org/0000-0002-1899-2648"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Wu","raw_affiliation_strings":["Department of Information, College of Communication Engineering, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Department of Information, College of Communication Engineering, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100621538"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":4.9019,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.96327063,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"60","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9977999925613403,"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/noise-reduction","display_name":"Noise reduction","score":0.8163797855377197},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6844562292098999},{"id":"https://openalex.org/keywords/geophone","display_name":"Geophone","score":0.676843523979187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6445275545120239},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4859786927700043},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.4685089886188507},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.46768075227737427},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.41425469517707825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39566105604171753},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.22534269094467163},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15474960207939148},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1544668972492218},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.15056517720222473}],"concepts":[{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.8163797855377197},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6844562292098999},{"id":"https://openalex.org/C54187759","wikidata":"https://www.wikidata.org/wiki/Q361564","display_name":"Geophone","level":2,"score":0.676843523979187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6445275545120239},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4859786927700043},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.4685089886188507},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.46768075227737427},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.41425469517707825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39566105604171753},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22534269094467163},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15474960207939148},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1544668972492218},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.15056517720222473},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2022.3194635","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2022.3194635","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/G1672529149","display_name":null,"funder_award_id":"42174153","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3296617212","display_name":null,"funder_award_id":"41304085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5755307398","display_name":null,"funder_award_id":"41974143","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1900713400","https://openalex.org/W1967469577","https://openalex.org/W2021734622","https://openalex.org/W2033875610","https://openalex.org/W2108473160","https://openalex.org/W2126926806","https://openalex.org/W2129949570","https://openalex.org/W2132454757","https://openalex.org/W2138354688","https://openalex.org/W2150117578","https://openalex.org/W2160547390","https://openalex.org/W2162915993","https://openalex.org/W2164000238","https://openalex.org/W2461637818","https://openalex.org/W2508457857","https://openalex.org/W2510593588","https://openalex.org/W2518468762","https://openalex.org/W2614683497","https://openalex.org/W2621603956","https://openalex.org/W2752782242","https://openalex.org/W2792283032","https://openalex.org/W2883142087","https://openalex.org/W2898524492","https://openalex.org/W2902519853","https://openalex.org/W2904236774","https://openalex.org/W2923341372","https://openalex.org/W2944463571","https://openalex.org/W2947066362","https://openalex.org/W2949939119","https://openalex.org/W2951689089","https://openalex.org/W2952480641","https://openalex.org/W2955869164","https://openalex.org/W2963446712","https://openalex.org/W2964212750","https://openalex.org/W2965510524","https://openalex.org/W2965849894","https://openalex.org/W2970715218","https://openalex.org/W2975022506","https://openalex.org/W2983315964","https://openalex.org/W2996149614","https://openalex.org/W3005474703","https://openalex.org/W3033557345","https://openalex.org/W3035326127","https://openalex.org/W3082946267","https://openalex.org/W3089369358","https://openalex.org/W3111390112","https://openalex.org/W3116822623","https://openalex.org/W3127074460","https://openalex.org/W3193059835","https://openalex.org/W3195435313","https://openalex.org/W3196434791","https://openalex.org/W3203590351","https://openalex.org/W3204337339","https://openalex.org/W3212804306","https://openalex.org/W6726381175"],"related_works":["https://openalex.org/W2160855022","https://openalex.org/W2070936101","https://openalex.org/W4287867034","https://openalex.org/W4385545089","https://openalex.org/W3108403339","https://openalex.org/W2162712524","https://openalex.org/W3005783148","https://openalex.org/W2004821155","https://openalex.org/W4367628250","https://openalex.org/W1520050595"],"abstract_inverted_index":{"Distributed":[0],"acoustic":[1],"sensing":[2],"(DAS)":[3],"is":[4,36,93,115],"a":[5,82,94,110],"new":[6],"exploration":[7],"technology":[8],"widely":[9],"used":[10],"to":[11,67,87],"acquire":[12],"vertical":[13],"seismic":[14],"profiles":[15],"(VSPs).":[16],"DAS":[17,35,44,73,89],"can":[18,103,135,148],"achieve":[19],"low-cost":[20],"and":[21,59,70,128,161,166,180,199],"high-density":[22],"observations,":[23],"but":[24],"the":[25,30,68,105,137,140,145,150],"signal-to-noise":[26],"ratio":[27],"(SNR)":[28],"of":[29,50,72,99,139],"VSP":[31,45,74,90],"data":[32,46,165,168],"collected":[33],"by":[34,184],"low":[37],"compared":[38],"with":[39,187],"traditional":[40],"electrical":[41],"geophones.":[42],"Moreover,":[43],"cover":[47],"many":[48,65],"types":[49],"noise,":[51,54,56,58],"including":[52],"random":[53],"fading":[55],"checkerboard":[57],"long-period":[60],"noise.":[61,185],"These":[62],"noises":[63,179],"bring":[64],"difficulties":[66],"imaging":[69],"interpretation":[71],"data.":[75,91],"To":[76],"solve":[77],"this":[78],"problem,":[79],"we":[80],"proposed":[81],"multi-stage":[83],"denoising":[84,96,112,169,189],"network":[85,97,151,157],"(MSDN)":[86],"denoise":[88],"MSDN":[92,102,124,173],"progressive":[95],"consisting":[98],"four":[100],"stages.":[101],"recover":[104],"signal":[106,195],"details":[107],"better":[108],"than":[109],"single-stage":[111],"network,":[113,143],"which":[114],"beneficial":[116],"when":[117],"processing":[118],"deep":[119,141],"reflection":[120],"signals.":[121],"In":[122],"addition,":[123],"combines":[125],"residual":[126,133],"structure":[127,134],"an":[129],"attention":[130,146],"mechanism.":[131],"The":[132],"prevent":[136],"degradation":[138],"neural":[142],"while":[144],"mechanism":[147],"make":[149],"focus":[152],"on":[153],"effective":[154],"signals,":[155],"making":[156],"learning":[158],"more":[159],"accurate":[160],"efficient.":[162],"Both":[163],"synthetic":[164],"field":[167],"results":[170],"showed":[171],"that":[172],"could":[174],"effectively":[175],"remove":[176],"various":[177],"complex":[178],"restore":[181],"signals":[182],"covered":[183],"Compared":[186],"other":[188],"methods,":[190],"our":[191],"method":[192],"has":[193],"improved":[194],"amplitude":[196],"preservation":[197],"ability":[198],"noise":[200],"suppression":[201],"ability.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
