{"id":"https://openalex.org/W4281479999","doi":"https://doi.org/10.1093/gji/ggac190","title":"Inversion of large-scale gravity data with application of VNet","display_name":"Inversion of large-scale gravity data with application of VNet","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4281479999","doi":"https://doi.org/10.1093/gji/ggac190"},"language":"en","primary_location":{"id":"doi:10.1093/gji/ggac190","doi":"https://doi.org/10.1093/gji/ggac190","is_oa":false,"landing_page_url":"https://doi.org/10.1093/gji/ggac190","pdf_url":null,"source":{"id":"https://openalex.org/S108821158","display_name":"Geophysical Journal International","issn_l":"0956-540X","issn":["0956-540X","1365-246X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geophysical Journal International","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/A5085701673","display_name":"Rui Huang","orcid":"https://orcid.org/0000-0002-8259-1857","observed_orcids":["https://orcid.org/0000-0002-8259-1857"]},"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":"R Huang","raw_affiliation_strings":["Key Laboratory of Geological Survey and Evaluation of Ministry of Education , China University of Geosciences, Wuhan 430074, China","School of Mathematics and physics, China University of Geosciences , Wuhan, 430074, China"],"raw_orcid":"https://orcid.org/0000-0002-8259-1857","affiliations":[{"raw_affiliation_string":"Key Laboratory of Geological Survey and Evaluation of Ministry of Education , China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Mathematics and physics, China University of Geosciences , Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456461","display_name":"Yan Zhang","orcid":"https://orcid.org/0009-0008-8302-525X","observed_orcids":["https://orcid.org/0009-0008-8302-525X"]},"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":"Y Zhang","raw_affiliation_strings":["School of Mathematics and physics, China University of Geosciences , Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and physics, China University of Geosciences , Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081588924","display_name":"Saeed Vatankhah","orcid":"https://orcid.org/0000-0001-7403-6848","observed_orcids":["https://orcid.org/0000-0001-7403-6848"]},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"S Vatankhah","raw_affiliation_strings":["Institute of Geophysics, University of Tehran , Tehran, 1435944411, Iran"],"raw_orcid":"https://orcid.org/0000-0001-7403-6848","affiliations":[{"raw_affiliation_string":"Institute of Geophysics, University of Tehran , Tehran, 1435944411, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319074","display_name":"Shuang Liu","orcid":"https://orcid.org/0000-0001-9184-0782","observed_orcids":["https://orcid.org/0000-0001-9184-0782"]},"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":"S Liu","raw_affiliation_strings":["Institute of Geophysics and Geomatics, China University of Geosciences , Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute 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/A5103056167","display_name":"Rui Qi","orcid":"https://orcid.org/0000-0002-2505-9311","observed_orcids":["https://orcid.org/0000-0002-2505-9311","https://orcid.org/0009-0002-6957-1509","https://orcid.org/0000-0002-1234-6880"]},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"R Qi","raw_affiliation_strings":["Department of Basic Courses, Naval University of Engineering , Wuhan, 430033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Basic Courses, Naval University of Engineering , Wuhan, 430033, China","institution_ids":["https://openalex.org/I2800710378"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100456461"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":{"value":2590,"currency":"GBP","value_usd":3204},"apc_paid":null,"fwci":0.9136,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.64305105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"231","issue":"1","first_page":"306","last_page":"318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9740999937057495,"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/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9740999937057495,"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/T11405","display_name":"Geophysics and Gravity Measurements","score":0.008500000461935997,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.007499999832361937,"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/gravity-inversion","display_name":"gravity inversion","score":0.8859999775886536},{"id":"https://openalex.org/keywords/v-net","display_name":"V-Net","score":0.9909999966621399},{"id":"https://openalex.org/keywords/semantic-segmentation","display_name":"semantic segmentation","score":0.9139999747276306},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.5580000281333923}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.7876734137535095},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5253555178642273},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5116713047027588},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4881478250026703},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4817390739917755},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.4733688533306122},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45680445432662964},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4446990191936493},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.41902562975883484},{"id":"https://openalex.org/C96342900","wikidata":"https://www.wikidata.org/wiki/Q1413914","display_name":"Gravity anomaly","level":3,"score":0.4176504611968994},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.36291539669036865},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.2552894651889801},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18379426002502441},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14674335718154907},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11070537567138672},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.10663214325904846},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07666286826133728},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2776364302","wikidata":"https://www.wikidata.org/wiki/Q1845437","display_name":"Oil field","level":2,"score":0.0},{"id":"https://openalex.org/C77928131","wikidata":"https://www.wikidata.org/wiki/Q193343","display_name":"Tectonics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/gji/ggac190","doi":"https://doi.org/10.1093/gji/ggac190","is_oa":false,"landing_page_url":"https://doi.org/10.1093/gji/ggac190","pdf_url":null,"source":{"id":"https://openalex.org/S108821158","display_name":"Geophysical Journal International","issn_l":"0956-540X","issn":["0956-540X","1365-246X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-1","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Geophysical Journal International","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7911608370","display_name":null,"funder_award_id":"GLAB2020ZR13","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1597668196","https://openalex.org/W1624012152","https://openalex.org/W1979731982","https://openalex.org/W1985624941","https://openalex.org/W2003050046","https://openalex.org/W2015670693","https://openalex.org/W2020219450","https://openalex.org/W2023398170","https://openalex.org/W2082399372","https://openalex.org/W2099679822","https://openalex.org/W2103496711","https://openalex.org/W2108064160","https://openalex.org/W2111238034","https://openalex.org/W2137379327","https://openalex.org/W2150904297","https://openalex.org/W2332990274","https://openalex.org/W2334448223","https://openalex.org/W2336437377","https://openalex.org/W2390318448","https://openalex.org/W2432481613","https://openalex.org/W2680951477","https://openalex.org/W2790359862","https://openalex.org/W2802289692","https://openalex.org/W2884163073","https://openalex.org/W2901312771","https://openalex.org/W2925265835","https://openalex.org/W2996007996","https://openalex.org/W3023946244","https://openalex.org/W3107058426","https://openalex.org/W3202793667","https://openalex.org/W3208513980","https://openalex.org/W6786538512"],"related_works":["https://openalex.org/W7147670298","https://openalex.org/W3124594475","https://openalex.org/W4416054661","https://openalex.org/W7123823958","https://openalex.org/W4401875961","https://openalex.org/W4293147659","https://openalex.org/W2333272516","https://openalex.org/W4312397700","https://openalex.org/W3203774316","https://openalex.org/W4367359546"],"abstract_inverted_index":{"SUMMARY":[0],"Inversion":[1],"of":[2,49,71,88,94,135,156],"large-scale":[3,32,144],"gravity":[4,33,41,54,95,158],"data":[5,66,102,159],"set":[6,103,160],"is":[7,74],"generally":[8],"a":[9,46,85,105,143],"challenging":[10],"problem":[11,35],"due":[12],"to":[13,76,121],"memory":[14],"requirements":[15],"and":[16,59,61,90,133],"computational":[17],"costs.":[18],"In":[19,81],"this":[20],"study,":[21],"based":[22],"on":[23,142],"VNet,":[24],"we":[25],"present":[26],"an":[27,78],"efficient":[28],"strategy":[29],"for":[30,126,153],"the":[31,69,82,99,111,115,123,127,136,154,157,163],"inverse":[34],"by":[36],"simultaneously":[37],"tackling":[38],"several":[39],"base-scale":[40,50,89],"data.":[42],"We":[43],"first":[44],"construct":[45],"large":[47,101],"number":[48,87],"geological":[51],"models":[52,118],"including":[53],"sources,":[55],"with":[56,104],"different":[57],"shapes":[58],"dimensions,":[60],"also":[62],"their":[63],"forward":[64],"model":[65],"sets.":[67],"Then,":[68],"idea":[70],"semantic":[72],"segmentation":[73],"used":[75],"train":[77],"inversion":[79,124,138,155],"network.":[80,113],"next":[83],"step,":[84],"finite":[86],"similar":[91],"size":[92],"area":[93],"data,":[96],"clipped":[97],"from":[98],"original":[100],"fixed":[106],"stride,":[107],"are":[108,119,140],"fed":[109],"into":[110],"trained":[112],"Finally,":[114],"individual":[116],"recovered":[117],"combined":[120],"provide":[122],"result":[125],"whole":[128],"subsurface":[129],"area.":[130],"The":[131,148],"feasibility":[132],"effectiveness":[134],"presented":[137],"algorithm":[139,149],"tested":[141],"complicated":[145],"synthetic":[146],"model.":[147],"is,":[150],"then,":[151],"verified":[152],"obtained":[161],"over":[162],"Morro":[164],"do":[165],"Engenho":[166],"complex":[167],"in":[168],"central":[169],"Brazil.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2022-05-26T00:00:00"}