{"id":"https://openalex.org/W4393619335","doi":"https://doi.org/10.5281/zenodo.5803023","title":"A Deep Learning Estimation of the Earth Resistivity Model for ATEM","display_name":"A Deep Learning Estimation of the Earth Resistivity Model for ATEM","publication_year":2021,"publication_date":"2021-12-24","ids":{"openalex":"https://openalex.org/W4393619335","doi":"https://doi.org/10.5281/zenodo.5803023"},"language":"en","primary_location":{"id":"pmh:oai:zenodo.org:5803023","is_oa":true,"landing_page_url":"https://zenodo.org/record/5803023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/5803023","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100374741","display_name":"Xin Wu","orcid":"https://orcid.org/0000-0003-2326-3404"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210130959","display_name":"Mineral Resources","ror":"https://ror.org/039b65w79","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210130959","https://openalex.org/I4387156119"]},{"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":["AU","CN"],"is_corresponding":true,"raw_author_name":"Xin Wu, Guoqiang Xue","raw_affiliation_strings":["Key Laboratory of Mineral Resources, Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mineral Resources, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I2802497816","https://openalex.org/I4210130959","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100374741"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802497816","https://openalex.org/I4210130959"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9794999957084656,"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":0.9794999957084656,"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/earth","display_name":"Earth (classical element)","score":0.6349194049835205},{"id":"https://openalex.org/keywords/electrical-resistivity-and-conductivity","display_name":"Electrical resistivity and conductivity","score":0.557104229927063},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5328543782234192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4320809245109558},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.42785540223121643},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42526257038116455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3077493906021118},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14309367537498474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.111870676279068},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.057194262742996216}],"concepts":[{"id":"https://openalex.org/C26148502","wikidata":"https://www.wikidata.org/wiki/Q2488752","display_name":"Earth (classical element)","level":2,"score":0.6349194049835205},{"id":"https://openalex.org/C69990965","wikidata":"https://www.wikidata.org/wiki/Q65402698","display_name":"Electrical resistivity and conductivity","level":2,"score":0.557104229927063},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5328543782234192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4320809245109558},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.42785540223121643},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42526257038116455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3077493906021118},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14309367537498474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.111870676279068},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.057194262742996216},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:zenodo.org:5803023","is_oa":true,"landing_page_url":"https://zenodo.org/record/5803023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.5803023","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.5803023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:5803023","is_oa":true,"landing_page_url":"https://zenodo.org/record/5803023","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"The":[0,16,28,113],"Transient":[1],"Electromagnetic":[2],"(TEM)":[3],"method":[4,8,19],"is":[5,50,94,180,229,268],"a":[6,160,177,203,276],"geophysical":[7],"based":[9],"on":[10,83],"the":[11,25,41,44,54,62,80,84,92,96,102,109,125,129,132,143,147,153,174,189,195,211,215,224,231,246,263,280,285,288,298,303],"law":[12],"of":[13,24,56,67,77,108,131,173,226,234,248,265,287,297],"electromagnetic":[14],"induction.":[15],"traditional":[17],"TEM":[18,30],"has":[20],"low":[21],"efficiency":[22],"because":[23],"ground":[26],"observation.":[27],"airborne":[29],"(ATEM)":[31],"was":[32],"introduced":[33],"to":[34,40,104,142,158,181],"overcome":[35],"this":[36,209,244],"limitation.":[37],"However,":[38],"due":[39,141],"flight-movement":[42],"observation,":[43],"useful":[45],"signal":[46],"in":[47,124,146,192,275],"ATEM":[48,169],"data":[49,97,154],"relatively":[51],"weak,":[52],"while":[53],"characteristics":[55],"noises":[57,123],"are":[58,121,306],"complex.":[59],"So":[60],"far":[61],"denoising":[63,93,148,205],"process":[64],"generally":[65,115],"consists":[66],"many":[68],"steps,":[69],"and":[70,155,186,207,214,237,254],"each":[71,183],"step":[72],"deals":[73],"with":[74],"one":[75],"kind":[76],"noise,":[78],"so":[79,301],"requirements":[81],"placed":[82],"processing":[85],"personnel":[86],"will":[87,98,137,198,218,240,251,258,272],"be":[88,99,138,199,219,241,252,259,273,291],"very":[89],"high.":[90],"After":[91,223,262],"completed,":[95],"brought":[100],"into":[101],"inversion":[103,114],"obtain":[105],"an":[106],"estimate":[107],"earth":[110,134,165],"resistivity":[111,135,166],"model.":[112],"cannot":[116],"further":[117],"distinguish":[118],"whether":[119],"there":[120],"residual":[122],"processed":[126],"data.":[127,170],"Therefore,":[128],"reliability":[130],"estimated":[133],"model":[136],"seriously":[139],"affected":[140],"probable":[144],"disadvantages":[145],"process.":[149],"Here,":[150],"we":[151],"uploaded":[152],"code":[156],"used":[157],"train":[159,182],"SAE":[161,175,289],"network":[162],"for":[163],"estimating":[164],"from":[167],"noisy":[168],"For":[171],"training":[172,286,296],"network,":[176,191],"common":[178],"solution":[179],"sub-network":[184,196,212,216,227,235,238,249,256,266,270],"separately,":[185],"then":[187],"form":[188],"entire":[190,299],"particular:":[193],"(1)":[194],"1":[197,228,236,250],"trained":[200,274],"firstly":[201],"as":[202],"separate":[204],"autoencoder,":[206],"at":[208],"time,":[210,245],"2":[213,239,257,267],"3":[217,271],"not":[220],"considered.":[221],"(2)":[222],"convergence":[225,264],"achieved,":[230,269],"joint":[232,295],"structure":[233],"trained.":[242],"At":[243],"parameters":[247],"locked,":[253],"only":[255],"updated.":[260],"(3)":[261],"similar":[277],"way.":[278],"When":[279],"three":[281,304],"sub-networks":[282,305],"converge":[283],"respectively,":[284],"can":[290],"completed":[292],"after":[293],"several":[294],"structure,":[300],"that":[302],"finally":[307],"integrated.":[308]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2024-04-03T00:00:00"}
