{"id":"https://openalex.org/W3041523127","doi":"https://doi.org/10.1109/lgrs.2020.3005796","title":"Application of Sample-Compressed Neural Network and Adaptive-Clustering Algorithm for Magnetotelluric Inverse Modeling","display_name":"Application of Sample-Compressed Neural Network and Adaptive-Clustering Algorithm for Magnetotelluric Inverse Modeling","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3041523127","doi":"https://doi.org/10.1109/lgrs.2020.3005796","mag":"3041523127"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2020.3005796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2020.3005796","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5100656735","display_name":"Weiqiang Liu","orcid":"https://orcid.org/0000-0003-4833-255X"},"institutions":[{"id":"https://openalex.org/I204553293","display_name":"China University of Petroleum, Beijing","ror":"https://ror.org/041qf4r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I204553293"]},{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"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":["CN"],"is_corresponding":true,"raw_author_name":"Weiqiang Liu","raw_affiliation_strings":["College of Geophysics, China University of Petroleum (CUP), Beijing, China","Key Laboratory of Geophysical Electromagnetic Probing Technologies of Ministry of Natural Resources, Institute of Geophysical and Geochemical Exploration, Chinese Academy of Geological Science, Langfang, China"],"affiliations":[{"raw_affiliation_string":"College of Geophysics, China University of Petroleum (CUP), Beijing, China","institution_ids":["https://openalex.org/I204553293"]},{"raw_affiliation_string":"Key Laboratory of Geophysical Electromagnetic Probing Technologies of Ministry of Natural Resources, Institute of Geophysical and Geochemical Exploration, Chinese Academy of Geological Science, Langfang, China","institution_ids":["https://openalex.org/I2802497816","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103012531","display_name":"Qingtian L\u00fc","orcid":null},"institutions":[{"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":["CN"],"is_corresponding":false,"raw_author_name":"Qingtian Lu","raw_affiliation_strings":["Chinese Academy of Geological Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Geological Sciences, Beijing, China","institution_ids":["https://openalex.org/I2802497816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103215870","display_name":"Liangyong Yang","orcid":"https://orcid.org/0000-0002-7553-4328"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210126061","display_name":"Institute of Geology and Geophysics","ror":"https://ror.org/030vmwa78","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210126061"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangyong Yang","raw_affiliation_strings":["Institute of Geology and Geophysics, Chinese Academy of Sciences (IGGCAS), Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geology and Geophysics, Chinese Academy of Sciences (IGGCAS), Beijing, China","institution_ids":["https://openalex.org/I4210126061","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100729902","display_name":"Pinrong Lin","orcid":"https://orcid.org/0000-0002-6907-2569"},"institutions":[{"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":["CN"],"is_corresponding":false,"raw_author_name":"Pinrong Lin","raw_affiliation_strings":["Chinese Academy of Geological Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Geological Sciences, Beijing, China","institution_ids":["https://openalex.org/I2802497816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100438118","display_name":"Zhihui Wang","orcid":"https://orcid.org/0000-0002-4984-1623"},"institutions":[{"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":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Wang","raw_affiliation_strings":["Chinese Academy of Geological Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Geological Sciences, Beijing, China","institution_ids":["https://openalex.org/I2802497816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100656735"],"corresponding_institution_ids":["https://openalex.org/I204553293","https://openalex.org/I211433327","https://openalex.org/I2802497816"],"apc_list":null,"apc_paid":null,"fwci":2.0548,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8448999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"18","issue":"9","first_page":"1540","last_page":"1544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","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"}},"topics":[{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","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/T11609","display_name":"Geophysical Methods and Applications","score":0.9955999851226807,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9933000206947327,"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/magnetotellurics","display_name":"Magnetotellurics","score":0.8849713802337646},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7288421392440796},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6800539493560791},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6443002820014954},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6088870763778687},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5820983052253723},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.49933457374572754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45583677291870117},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.43193304538726807},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.41771215200424194},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1720225214958191},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10616818070411682},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07233455777168274}],"concepts":[{"id":"https://openalex.org/C112313211","wikidata":"https://www.wikidata.org/wiki/Q1413106","display_name":"Magnetotellurics","level":3,"score":0.8849713802337646},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7288421392440796},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6800539493560791},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6443002820014954},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6088870763778687},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5820983052253723},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.49933457374572754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45583677291870117},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.43193304538726807},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.41771215200424194},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1720225214958191},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10616818070411682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07233455777168274},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C69990965","wikidata":"https://www.wikidata.org/wiki/Q65402698","display_name":"Electrical resistivity and conductivity","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2020.3005796","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2020.3005796","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6476088976","display_name":null,"funder_award_id":"KLGEPT201908","funder_id":"https://openalex.org/F4320310282","funder_display_name":"Ministry of Natural Resources"},{"id":"https://openalex.org/G7511535012","display_name":null,"funder_award_id":"JKY1725","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320310282","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02ntv3742"},{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1595554792","https://openalex.org/W1972336790","https://openalex.org/W1988115241","https://openalex.org/W2025843658","https://openalex.org/W2031614119","https://openalex.org/W2044912241","https://openalex.org/W2044969052","https://openalex.org/W2058922119","https://openalex.org/W2108064160","https://openalex.org/W2112339777","https://openalex.org/W2113143455","https://openalex.org/W2116812250","https://openalex.org/W2145023731","https://openalex.org/W2160198139","https://openalex.org/W2183796987","https://openalex.org/W2288813766","https://openalex.org/W2301917959","https://openalex.org/W2347084774","https://openalex.org/W2756394167","https://openalex.org/W2793684865","https://openalex.org/W2801364864","https://openalex.org/W2808922948","https://openalex.org/W2906386705","https://openalex.org/W2912316420","https://openalex.org/W2921770052"],"related_works":["https://openalex.org/W4322746207","https://openalex.org/W2081467492","https://openalex.org/W2809693971","https://openalex.org/W2037493368","https://openalex.org/W3021715158","https://openalex.org/W2973208711","https://openalex.org/W2793448175","https://openalex.org/W2170190929","https://openalex.org/W2353068867","https://openalex.org/W2373241453"],"abstract_inverted_index":{"In":[0,81],"this":[1],"letter,":[2],"two":[3,108],"machine":[4,109],"learning":[5,110],"algorithms":[6,66,125],"are":[7,73],"improved,":[8],"including":[9],"a":[10,59,78],"sample-compressed":[11],"neural":[12],"network":[13],"algorithm":[14,23],"for":[15,24],"magnetotelluric":[16],"(MT)":[17],"inversion":[18,95,135],"and":[19,39,72,86,101,119,130],"an":[20],"adaptive-clustering":[21],"analysis":[22],"boundary":[25,85],"demarcation.":[26],"MT":[27,133],"is":[28,58,97,112],"widely":[29],"used":[30],"in":[31],"deep":[32],"geological":[33],"structure":[34,51],"exploration;":[35],"however,":[36],"data":[37,118,134],"processing":[38],"interpretation":[40],"still":[41],"need":[42],"to":[43,75,77,93],"be":[44],"further":[45],"improved.":[46],"Inverting":[47],"the":[48,54,69,84,89,94,106,116,120,128],"underground":[49],"electrical":[50],"model":[52,71],"from":[53],"surface":[55],"electromagnetic":[56],"response":[57],"highly":[60],"nonlinear":[61],"optimization":[62],"problem.":[63],"Common":[64],"quasi-linear":[65],"rely":[67],"on":[68],"initial":[70],"easy":[74],"converge":[76],"local":[79],"minimum.":[80],"addition,":[82],"demarcating":[83],"attributes":[87],"of":[88,105,132],"abnormal":[90],"bodies":[91],"according":[92],"results":[96],"often":[98],"manual,":[99],"inefficient,":[100],"haphazard.":[102],"The":[103,123],"validity":[104],"above":[107],"methods":[111],"proved":[113],"by":[114],"using":[115],"simulated":[117],"actual":[121],"data.":[122],"new":[124],"can":[126],"improve":[127],"efficiency":[129],"automation":[131],"imaging.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}