{"id":"https://openalex.org/W4288096413","doi":"https://doi.org/10.1785/0220220078","title":"Real-Time Classification of Anthropogenic Seismic Sources from Distributed Acoustic Sensing Data: Application for Pipeline Monitoring","display_name":"Real-Time Classification of Anthropogenic Seismic Sources from Distributed Acoustic Sensing Data: Application for Pipeline Monitoring","publication_year":2022,"publication_date":"2022-07-28","ids":{"openalex":"https://openalex.org/W4288096413","doi":"https://doi.org/10.1785/0220220078"},"language":"en","primary_location":{"id":"doi:10.1785/0220220078","doi":"https://doi.org/10.1785/0220220078","is_oa":false,"landing_page_url":"https://doi.org/10.1785/0220220078","pdf_url":null,"source":{"id":"https://openalex.org/S183957208","display_name":"Seismological Research Letters","issn_l":"0895-0695","issn":["0895-0695","1938-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310316854","host_organization_name":"Seismological Society of America","host_organization_lineage":["https://openalex.org/P4310316854"],"host_organization_lineage_names":["Seismological Society of America"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Seismological Research Letters","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5012209081","display_name":"Camille Huynh","orcid":"https://orcid.org/0000-0002-5979-2001","observed_orcids":["https://orcid.org/0000-0002-5979-2001"]},"institutions":[{"id":"https://openalex.org/I4210154380","display_name":"Febus Optics (France)","ror":"https://ror.org/053s3ay82","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210154380"]},{"id":"https://openalex.org/I4387152652","display_name":"Institut Terre & Environnement de Strasbourg","ror":"https://ror.org/0530qwm02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210120727","https://openalex.org/I4210148025","https://openalex.org/I4387152652","https://openalex.org/I4387154617","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Camille Huynh","raw_affiliation_strings":["1FEBUS Optics, Pau, France","2Institut Terre et Environnement de Strasbourg (ITES), University of Strasbourg, Strasbourg, France"],"raw_orcid":"https://orcid.org/0000-0002-5979-2001","affiliations":[{"raw_affiliation_string":"1FEBUS Optics, Pau, France","institution_ids":["https://openalex.org/I4210154380"]},{"raw_affiliation_string":"2Institut Terre et Environnement de Strasbourg (ITES), University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I4387152652","https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043575239","display_name":"Cl\u00e9ment Hibert","orcid":"https://orcid.org/0000-0003-3457-6617","observed_orcids":["https://orcid.org/0000-0003-3457-6617","https://orcid.org/0000-0002-9306-7479"]},"institutions":[{"id":"https://openalex.org/I4387152652","display_name":"Institut Terre & Environnement de Strasbourg","ror":"https://ror.org/0530qwm02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210120727","https://openalex.org/I4210148025","https://openalex.org/I4387152652","https://openalex.org/I4387154617","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9ment Hibert","raw_affiliation_strings":["2Institut Terre et Environnement de Strasbourg (ITES), University of Strasbourg, Strasbourg, France"],"raw_orcid":"https://orcid.org/0000-0003-3457-6617","affiliations":[{"raw_affiliation_string":"2Institut Terre et Environnement de Strasbourg (ITES), University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I4387152652","https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112897449","display_name":"Camille Jestin","orcid":"https://orcid.org/0000-0003-4647-9734","observed_orcids":["https://orcid.org/0000-0003-4647-9734"]},"institutions":[{"id":"https://openalex.org/I4210154380","display_name":"Febus Optics (France)","ror":"https://ror.org/053s3ay82","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210154380"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Camille Jestin","raw_affiliation_strings":["1FEBUS Optics, Pau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1FEBUS Optics, Pau, France","institution_ids":["https://openalex.org/I4210154380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081564839","display_name":"Jean\u2010Philippe Malet","orcid":"https://orcid.org/0000-0003-0426-4911","observed_orcids":["https://orcid.org/0000-0003-0426-4911"]},"institutions":[{"id":"https://openalex.org/I4387152652","display_name":"Institut Terre & Environnement de Strasbourg","ror":"https://ror.org/0530qwm02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210120727","https://openalex.org/I4210148025","https://openalex.org/I4387152652","https://openalex.org/I4387154617","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Philippe Malet","raw_affiliation_strings":["2Institut Terre et Environnement de Strasbourg (ITES), University of Strasbourg, Strasbourg, France"],"raw_orcid":"https://orcid.org/0000-0003-0426-4911","affiliations":[{"raw_affiliation_string":"2Institut Terre et Environnement de Strasbourg (ITES), University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I4387152652","https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066509319","display_name":"Pierre Cl\u00e9ment","orcid":"https://orcid.org/0000-0001-6956-5462","observed_orcids":["https://orcid.org/0000-0001-6956-5462"]},"institutions":[{"id":"https://openalex.org/I4210154380","display_name":"Febus Optics (France)","ror":"https://ror.org/053s3ay82","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210154380"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Cl\u00e9ment","raw_affiliation_strings":["1FEBUS Optics, Pau, France"],"raw_orcid":"https://orcid.org/0000-0001-6956-5462","affiliations":[{"raw_affiliation_string":"1FEBUS Optics, Pau, France","institution_ids":["https://openalex.org/I4210154380"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053118219","display_name":"Vincent Lanticq","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210154380","display_name":"Febus Optics (France)","ror":"https://ror.org/053s3ay82","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210154380"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Lanticq","raw_affiliation_strings":["1FEBUS Optics, Pau, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1FEBUS Optics, Pau, France","institution_ids":["https://openalex.org/I4210154380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012209081"],"corresponding_institution_ids":["https://openalex.org/I4210154380","https://openalex.org/I4387152652","https://openalex.org/I68947357"],"apc_list":null,"apc_paid":null,"fwci":0.803,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.71316528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"93","issue":"5","first_page":"2570","last_page":"2583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.8202999830245972,"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":0.8202999830245972,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.1543000042438507,"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/T10205","display_name":"Advanced Fiber Optic Sensors","score":0.009499999694526196,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/distributed-acoustic-sensing","display_name":"distributed acoustic sensing","score":0.9959999918937683},{"id":"https://openalex.org/keywords/pipeline-monitoring","display_name":"pipeline monitoring","score":0.9200000166893005},{"id":"https://openalex.org/keywords/real-time-classification","display_name":"real-time classification","score":0.734000027179718},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9419999718666077},{"id":"https://openalex.org/keywords/fiber-optic-sensors","display_name":"fiber optic sensors","score":0.7799999713897705},{"id":"https://openalex.org/keywords/leak-detection","display_name":"leak detection","score":0.5950000286102295}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6304503083229065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5855518579483032},{"id":"https://openalex.org/C158543913","wikidata":"https://www.wikidata.org/wiki/Q5283133","display_name":"Distributed acoustic sensing","level":4,"score":0.5731173753738403},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5677842497825623},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5666446089744568},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.551338791847229},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5047000646591187},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45142263174057007},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4288777709007263},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4285608232021332},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42050570249557495},{"id":"https://openalex.org/C194232370","wikidata":"https://www.wikidata.org/wiki/Q162","display_name":"Optical fiber","level":2,"score":0.39305850863456726},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.31633812189102173},{"id":"https://openalex.org/C21651689","wikidata":"https://www.wikidata.org/wiki/Q1397427","display_name":"Fiber optic sensor","level":3,"score":0.29951441287994385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25676047801971436},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22261595726013184},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.1902587115764618},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1672213077545166},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12778550386428833},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1785/0220220078","doi":"https://doi.org/10.1785/0220220078","is_oa":false,"landing_page_url":"https://doi.org/10.1785/0220220078","pdf_url":null,"source":{"id":"https://openalex.org/S183957208","display_name":"Seismological Research Letters","issn_l":"0895-0695","issn":["0895-0695","1938-2057"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310316854","host_organization_name":"Seismological Society of America","host_organization_lineage":["https://openalex.org/P4310316854"],"host_organization_lineage_names":["Seismological Society of America"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Seismological Research Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2065301447","https://openalex.org/W2099386635","https://openalex.org/W2148143831","https://openalex.org/W2149997697","https://openalex.org/W2560194956","https://openalex.org/W2594559052","https://openalex.org/W2608518078","https://openalex.org/W2608789179","https://openalex.org/W2791284981","https://openalex.org/W2891895394","https://openalex.org/W2911964244","https://openalex.org/W2954332586","https://openalex.org/W2965605821","https://openalex.org/W2988158872","https://openalex.org/W2995810525","https://openalex.org/W2999750248","https://openalex.org/W3001715844","https://openalex.org/W3040745497","https://openalex.org/W3046277046","https://openalex.org/W3063387984","https://openalex.org/W3080222718","https://openalex.org/W3082673682","https://openalex.org/W3093034210","https://openalex.org/W3114692783","https://openalex.org/W3137947171","https://openalex.org/W3138008879","https://openalex.org/W3138486465","https://openalex.org/W3196424249","https://openalex.org/W3214640732","https://openalex.org/W4200408357"],"related_works":["https://openalex.org/W4392649239","https://openalex.org/W3087527894","https://openalex.org/W4293090460","https://openalex.org/W4396660182","https://openalex.org/W4403754854","https://openalex.org/W4220742503","https://openalex.org/W3139011820","https://openalex.org/W4321482346","https://openalex.org/W4415569864","https://openalex.org/W2940852387"],"abstract_inverted_index":{"Abstract":[0],"Distributed":[1],"Acoustic":[2],"Sensing":[3],"(DAS)":[4],"is":[5,62,131,223],"an":[6,14],"innovative":[7],"method":[8],"to":[9,28,121,134,203,213],"record":[10],"acoustic":[11],"waves":[12],"using":[13,103],"optical":[15,32,38],"fiber":[16,33],"as":[17,74,84],"a":[18,48,55,63,94,104],"network":[19],"of":[20,31,37,51,54,60,67,100,106,126,138,166,175],"sensors.":[21],"Current":[22],"DAS":[23],"devices":[24],"can":[25,40,192],"monitor":[26],"up":[27],"50":[29],"km":[30],"and":[34,70,110,146,153,178],"the":[35,52,117,124,149,173,189,194],"use":[36,174],"repeaters":[39],"raise":[41],"even":[42],"more":[43,78],"this":[44,90,204,208],"length,":[45],"while":[46],"allowing":[47],"spatial":[49],"discretization":[50],"order":[53],"meter.":[56],"Handling":[57],"such":[58,83],"amount":[59],"data":[61,68,71],"challenge":[64],"in":[65,181,206],"terms":[66],"management":[69],"analysis":[72],"(such":[73],"event":[75],"source":[76],"identification),":[77],"specifically":[79],"for":[80,97],"monitoring":[81],"applications":[82],"infrastructures":[85],"or":[86],"natural":[87],"hazards.":[88],"In":[89,201],"work,":[91],"we":[92,119],"propose":[93],"processing":[95,168],"chain":[96,169],"real-time":[98],"classification":[99],"anthropogenic":[101],"sources":[102,150],"combination":[105,182],"Random":[107,111],"Forest":[108],"(RF)":[109],"Markov":[112],"Field":[113],"(RMF).":[114],"To":[115],"develop":[116],"method,":[118],"choose":[120],"focus":[122],"on":[123,155],"application":[125],"pipeline":[127],"monitoring.":[128],"The":[129,163],"algorithm":[130],"therefore":[132],"trained":[133],"recognize":[135],"six":[136],"classes":[137],"seismic":[139],"sources:":[140],"pedestrian,":[141],"impact,":[142],"backhoe,":[143],"compactor,":[144],"leak,":[145],"noise.":[147],"All":[148],"were":[151],"triggered":[152],"recorded":[154],"our":[156,167],"own":[157],"test":[158],"bench":[159],"under":[160],"controlled":[161],"conditions.":[162],"average":[164,195],"sensitivity":[165,196],"reaches":[170],"83%":[171],"with":[172,183,225],"only":[176],"RF":[177],"achieves":[179],"87%":[180],"RMF.":[184],"Classification":[185],"maps":[186],"show":[187],"that":[188],"RMF":[190],"approach":[191,210],"increase":[193],"by":[197],"removing":[198],"isolated":[199],"signals.":[200],"addition":[202],"improvement":[205],"sensitivity,":[207],"new":[209],"also":[211],"permits":[212],"identify":[214],"synchronous":[215],"events":[216],"taking":[217],"place":[218],"at":[219],"nearby":[220],"positions,":[221],"which":[222],"difficult":[224],"classical":[226],"methods.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-07-28T00:00:00"}