{"id":"https://openalex.org/W4404238030","doi":"https://doi.org/10.1109/lgrs.2024.3495976","title":"ResGAT: A Residual Graph Attention Network for Lithology Identification","display_name":"ResGAT: A Residual Graph Attention Network for Lithology Identification","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404238030","doi":"https://doi.org/10.1109/lgrs.2024.3495976"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3495976","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3495976","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/A5060454464","display_name":"Fengda Zhao","orcid":"https://orcid.org/0000-0001-9085-9633"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengda Zhao","raw_affiliation_strings":["School of Information Science and Engineering, Key Laboratory for Software Engineering of Hebei Province, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0001-9085-9633","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Key Laboratory for Software Engineering of Hebei Province, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114950316","display_name":"Zihan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihan Zhou","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0009-0002-4953-2027","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haobing Zhai","orcid":"https://orcid.org/0009-0007-3761-8540"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haobing Zhai","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0009-0007-3761-8540","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114949425","display_name":"Pengwei Zhang","orcid":"https://orcid.org/0009-0008-7884-8948"},"institutions":[{"id":"https://openalex.org/I4396570571","display_name":"Xinjiang University of Science and Technology","ror":"https://ror.org/01ndzg854","country_code":null,"type":"education","lineage":["https://openalex.org/I4396570571"]},{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengwei Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Xinjiang University of Science and Technology, Korla, China"],"raw_orcid":"https://orcid.org/0009-0008-7884-8948","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Xinjiang University of Science and Technology, Korla, China","institution_ids":["https://openalex.org/I4396570571","https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101502589","display_name":"Xianshan Li","orcid":"https://orcid.org/0000-0003-0101-3973"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianshan Li","raw_affiliation_strings":["School of Information Science and Engineering, Key Laboratory for Software Engineering of Hebei Province, Yanshan University, Qinhuangdao, China"],"raw_orcid":"https://orcid.org/0000-0003-0101-3973","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Key Laboratory for Software Engineering of Hebei Province, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.329,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5482179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9555000066757202,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9246000051498413,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7454924583435059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5829740762710571},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5209000110626221},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46555382013320923},{"id":"https://openalex.org/keywords/lithology","display_name":"Lithology","score":0.4515485167503357},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24792909622192383},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.20238283276557922},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19791319966316223},{"id":"https://openalex.org/keywords/petrology","display_name":"Petrology","score":0.13816943764686584}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7454924583435059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5829740762710571},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5209000110626221},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46555382013320923},{"id":"https://openalex.org/C122792734","wikidata":"https://www.wikidata.org/wiki/Q6538759","display_name":"Lithology","level":2,"score":0.4515485167503357},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24792909622192383},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.20238283276557922},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19791319966316223},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.13816943764686584},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2024.3495976","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3495976","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2524221591","https://openalex.org/W2766259095","https://openalex.org/W2792667426","https://openalex.org/W2901691125","https://openalex.org/W3044088702","https://openalex.org/W3128470371","https://openalex.org/W3136796909","https://openalex.org/W3158129787","https://openalex.org/W4225416936","https://openalex.org/W4296440469","https://openalex.org/W4319310631","https://openalex.org/W4319455869","https://openalex.org/W4320730622","https://openalex.org/W4387801772","https://openalex.org/W4391382754","https://openalex.org/W4392858437"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2365951008","https://openalex.org/W2359496214","https://openalex.org/W2383724031","https://openalex.org/W4309047080","https://openalex.org/W4310275134","https://openalex.org/W2369051866","https://openalex.org/W4300237897"],"abstract_inverted_index":{"Lithology":[0],"identification":[1,167],"is":[2],"crucial":[3],"for":[4,46,174],"oil":[5,147],"and":[6,9,17,37,79,122,152,159,169],"gas":[7],"exploration":[8],"reservoir":[10],"evaluation,":[11],"involving":[12],"the":[13,30,59,90,98,105,117,124,132],"analysis":[14],"of":[15,20,62,101,119,126],"physical":[16],"chemical":[18],"characteristics":[19],"geological":[21],"samples":[22],"through":[23],"well-logging":[24,102],"data.":[25],"This":[26],"process":[27],"requires":[28],"understanding":[29],"complex":[31],"nonlinear":[32],"relationships":[33,52],"between":[34],"logging":[35,63,72],"parameters":[36],"lithology.":[38],"Recently,":[39],"graph":[40,92,106,110],"neural":[41],"networks":[42],"have":[43],"gained":[44],"prominence":[45],"their":[47],"ability":[48],"to":[49,67,115,156],"uncover":[50],"hidden":[51],"among":[53],"samples,":[54],"enhancing":[55],"lithology":[56],"identification.":[57],"However,":[58],"imbalanced":[60],"distribution":[61],"data":[64,103],"often":[65],"leads":[66],"incorrect":[68],"interclass":[69,120],"connections":[70,114],"in":[71,141,146,149],"graphs,":[73],"which":[74,96],"can":[75],"skew":[76],"feature":[77],"aggregation":[78],"reduce":[80],"prediction":[81,172],"accuracy.":[82],"To":[83,129],"address":[84],"this":[85,87],"issue,":[86],"letter":[88],"introduces":[89],"residual":[91,99,113],"attention":[93],"network":[94,107],"(ResGAT),":[95],"integrates":[97],"information":[100],"into":[104],"based":[108],"on":[109],"relationships,":[111],"adds":[112],"mitigate":[116],"impact":[118],"edges,":[121],"enhances":[123],"weight":[125],"original":[127],"information.":[128],"authentically":[130],"assess":[131],"model\u2019s":[133],"practical":[134],"effectiveness,":[135],"we,":[136],"respectively,":[137],"conducted":[138],"cross-well":[139],"predictions":[140],"completely":[142],"isolated":[143],"well":[144],"sets":[145],"fields":[148],"Daqing,":[150],"China,":[151],"Kansas,":[153],"USA.":[154],"Compared":[155],"conventional":[157],"GAT":[158],"GCN":[160],"models,":[161],"our":[162],"proposed":[163],"method":[164],"achieves":[165],"higher":[166],"accuracy":[168,173],"significantly":[170],"improves":[171],"minority":[175],"classes.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}