{"id":"https://openalex.org/W4387450630","doi":"https://doi.org/10.3390/rs15194893","title":"A Multi-Objective Geoacoustic Inversion of Modal-Dispersion and Waveform Envelope Data Based on Wasserstein Metric","display_name":"A Multi-Objective Geoacoustic Inversion of Modal-Dispersion and Waveform Envelope Data Based on Wasserstein Metric","publication_year":2023,"publication_date":"2023-10-09","ids":{"openalex":"https://openalex.org/W4387450630","doi":"https://doi.org/10.3390/rs15194893"},"language":"en","primary_location":{"id":"doi:10.3390/rs15194893","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194893","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4893/pdf?version=1696909449","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/2072-4292/15/19/4893/pdf?version=1696909449","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072095702","display_name":"Jiaqi Ding","orcid":"https://orcid.org/0009-0005-4618-7098"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Ding","raw_affiliation_strings":["College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029739274","display_name":"Xiaofeng Zhao","orcid":"https://orcid.org/0000-0001-9323-1059"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofeng Zhao","raw_affiliation_strings":["College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090873301","display_name":"Pinglv Yang","orcid":"https://orcid.org/0000-0002-0065-5264"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pinglv Yang","raw_affiliation_strings":["College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088225996","display_name":"Yapeng Fu","orcid":"https://orcid.org/0000-0002-9429-9845"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yapeng Fu","raw_affiliation_strings":["College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China"],"affiliations":[{"raw_affiliation_string":"College of Meteorology and Oceanography, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5029739274"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11959338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"19","first_page":"4893","last_page":"4893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11698","display_name":"Underwater Acoustics Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T11698","display_name":"Underwater Acoustics Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9919000267982483,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.989300012588501,"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/inversion","display_name":"Inversion (geology)","score":0.6240924000740051},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5857129096984863},{"id":"https://openalex.org/keywords/acoustic-dispersion","display_name":"Acoustic dispersion","score":0.5676552653312683},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5388190150260925},{"id":"https://openalex.org/keywords/attenuation","display_name":"Attenuation","score":0.5221936106681824},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.4966354966163635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42824625968933105},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.417320191860199},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4100160002708435},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3316230773925781},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32168909907341003},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.31945013999938965},{"id":"https://openalex.org/keywords/acoustic-wave","display_name":"Acoustic wave","score":0.16010811924934387},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15525248646736145},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.15086182951927185},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.09285447001457214},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.08983209729194641}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6240924000740051},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5857129096984863},{"id":"https://openalex.org/C2781011175","wikidata":"https://www.wikidata.org/wiki/Q4674678","display_name":"Acoustic dispersion","level":3,"score":0.5676552653312683},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5388190150260925},{"id":"https://openalex.org/C184652730","wikidata":"https://www.wikidata.org/wiki/Q2357982","display_name":"Attenuation","level":2,"score":0.5221936106681824},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.4966354966163635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42824625968933105},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.417320191860199},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4100160002708435},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3316230773925781},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32168909907341003},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.31945013999938965},{"id":"https://openalex.org/C204723758","wikidata":"https://www.wikidata.org/wiki/Q3882459","display_name":"Acoustic wave","level":2,"score":0.16010811924934387},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15525248646736145},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.15086182951927185},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.09285447001457214},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.08983209729194641},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15194893","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194893","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4893/pdf?version=1696909449","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:f1ae9043fba74346a06cf8d3b773c70c","is_oa":true,"landing_page_url":"https://doaj.org/article/f1ae9043fba74346a06cf8d3b773c70c","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 19, p 4893 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15194893","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194893","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4893/pdf?version=1696909449","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":[{"id":"https://metadata.un.org/sdg/14","score":0.8299999833106995,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1022343656","display_name":null,"funder_award_id":"42305159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/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/G3910829908","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"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/G6322284994","display_name":null,"funder_award_id":"BK20231490","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G6743131706","display_name":null,"funder_award_id":"41775027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7169679572","display_name":null,"funder_award_id":"BK20231490","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"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387450630.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1967166087","https://openalex.org/W1970119010","https://openalex.org/W1970491631","https://openalex.org/W1989775534","https://openalex.org/W2001486607","https://openalex.org/W2009744884","https://openalex.org/W2017091438","https://openalex.org/W2033525344","https://openalex.org/W2054209889","https://openalex.org/W2056988972","https://openalex.org/W2057282522","https://openalex.org/W2063117528","https://openalex.org/W2069371183","https://openalex.org/W2529352597","https://openalex.org/W2586372192","https://openalex.org/W2602665927","https://openalex.org/W2784728693","https://openalex.org/W2963606666","https://openalex.org/W2985751700","https://openalex.org/W2999999793","https://openalex.org/W3013791807","https://openalex.org/W3015743570","https://openalex.org/W3033041848","https://openalex.org/W3082199161","https://openalex.org/W3158102650","https://openalex.org/W3183468528","https://openalex.org/W3205842352","https://openalex.org/W4206682158","https://openalex.org/W4220762510","https://openalex.org/W4224442551","https://openalex.org/W4286267541","https://openalex.org/W4286784953","https://openalex.org/W4294276268","https://openalex.org/W4309189423","https://openalex.org/W4312619739","https://openalex.org/W4382137747"],"related_works":["https://openalex.org/W1974895211","https://openalex.org/W2129841057","https://openalex.org/W3040712279","https://openalex.org/W2176409448","https://openalex.org/W2364769705","https://openalex.org/W2056136368","https://openalex.org/W2374664672","https://openalex.org/W4367555392","https://openalex.org/W2538520412","https://openalex.org/W2883092465"],"abstract_inverted_index":{"The":[0,68,79],"inversion":[1,69,170,210,215],"of":[2,19,84,126,165,234],"acoustic":[3],"field":[4,18],"data":[5,58],"to":[6,30,161,186,208,223],"estimate":[7],"geoacoustic":[8],"parameters":[9,239],"has":[10],"been":[11,28],"a":[12,50,63],"prominent":[13],"research":[14],"focus":[15],"in":[16,202,237],"the":[17,73,85,93,98,104,118,123,127,137,149,153,163,176,196,203,232,242],"underwater":[20],"acoustics":[21],"for":[22,44],"several":[23],"decades.":[24],"Modal-dispersion":[25],"curves":[26,116],"have":[27,180],"used":[29],"inverse":[31,204],"seabed":[32],"sound":[33,244],"speed":[34,245],"and":[35,55,117,152,246],"density":[36],"profiles,":[37],"but":[38],"such":[39,212],"techniques":[40],"do":[41],"not":[42],"account":[43],"attenuation":[45],"inversion.":[46,218],"In":[47,101,121],"this":[48,102,226],"study,":[49,103],"new":[51],"approach":[52,107,178,198],"where":[53],"modal-dispersion":[54,115,214],"waveform":[56,119,217],"envelope":[57],"are":[59,88,159],"simultaneously":[60],"inversed":[61],"under":[62],"multi-objective":[64],"framework":[65],"is":[66,70,108,134,140,173,221],"proposed.":[67],"performed":[71],"using":[72,97],"Multi-Objective":[74],"Bayesian":[75],"Optimization":[76],"(MOBO)":[77],"method.":[78],"posterior":[80],"probability":[81],"densities":[82],"(PPD)":[83],"estimation":[86],"results":[87,205],"obtained":[89,190],"by":[90],"resampling":[91],"from":[92,114,130,191],"exploited":[94],"state":[95],"space":[96],"Gibbs":[99],"Sampler.":[100],"implemented":[105],"MOBO":[106,138,177,197],"compared":[109,207],"with":[110],"individual":[111,209],"inversions":[112],"both":[113],"data.":[120],"addition,":[122],"effective":[124],"use":[125],"Wasserstein":[128,154,187],"metric":[129],"optimal":[131],"transport":[132],"theory":[133],"explored.":[135],"Then":[136],"performance":[139],"tested":[141],"against":[142],"two":[143],"different":[144,166],"cost":[145,167,233],"functions":[146,168],"based":[147],"on":[148,169],"L2":[150],"norm":[151],"metric,":[155],"respectively.":[156],"Numerical":[157],"experiments":[158],"employed":[160],"evaluate":[162],"effect":[164],"performance.":[171],"It":[172],"found":[174],"that":[175,195,225],"may":[179],"more":[181],"profound":[182],"advantages":[183],"when":[184,206],"applied":[185],"metrics.":[188],"Results":[189],"our":[192],"study":[193],"reveal":[194],"exhibits":[199],"reduced":[200],"uncertainty":[201,228],"methods,":[211],"as":[213],"or":[216],"However,":[219],"it":[220],"important":[222],"note":[224],"enhanced":[227],"reduction":[229],"comes":[230],"at":[231],"sacrificing":[235],"accuracy":[236],"certain":[238],"other":[240],"than":[241],"sediment":[243],"attenuation.":[247]},"counts_by_year":[],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
