{"id":"https://openalex.org/W4403730734","doi":"https://doi.org/10.3390/rs16213958","title":"Application of Hybrid Attention Mechanisms in Lithological Classification with Multisource Data: A Case Study from the Altay Orogenic Belt","display_name":"Application of Hybrid Attention Mechanisms in Lithological Classification with Multisource Data: A Case Study from the Altay Orogenic Belt","publication_year":2024,"publication_date":"2024-10-24","ids":{"openalex":"https://openalex.org/W4403730734","doi":"https://doi.org/10.3390/rs16213958"},"language":"en","primary_location":{"id":"doi:10.3390/rs16213958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16213958","pdf_url":"https://www.mdpi.com/2072-4292/16/21/3958/pdf?version=1729770411","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/2072-4292/16/21/3958/pdf?version=1729770411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Dong Li","orcid":"https://orcid.org/0009-0004-7101-1118"},"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/I4210103115","display_name":"Xinjiang Institute of Ecology and Geography","ror":"https://ror.org/01a8ev928","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103115"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Li","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210103115","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057269007","display_name":"Jinlin Wang","orcid":"https://orcid.org/0000-0003-4625-7605"},"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/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinlin Wang","raw_affiliation_strings":["Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013558939","display_name":"Kefa Zhou","orcid":null},"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/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kefa Zhou","raw_affiliation_strings":["Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102199371","display_name":"Jiantao Bi","orcid":null},"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/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiantao Bi","raw_affiliation_strings":["Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358824","display_name":"Qing Zhang","orcid":"https://orcid.org/0000-0003-2263-5165"},"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/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhang","raw_affiliation_strings":["Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657975","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0003-0373-3659"},"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/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103202398","display_name":"Guangjun Qu","orcid":"https://orcid.org/0009-0007-8709-3084"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjun Qu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing 100029, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323144","display_name":"Chao Li","orcid":"https://orcid.org/0000-0001-9861-661X"},"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":"Chao Li","raw_affiliation_strings":["Institute of Geological Survey, China University of Geosciences, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Institute of Geological Survey, China University of Geosciences, Wuhan 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109710866","display_name":"H. Qiu","orcid":null},"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/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heshun Qiu","raw_affiliation_strings":["Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Technology and Engineering Center for Space Utlization, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210086028","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101767579","display_name":"Tao Liao","orcid":"https://orcid.org/0000-0003-2534-4304"},"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/I4210103115","display_name":"Xinjiang Institute of Ecology and Geography","ror":"https://ror.org/01a8ev928","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103115"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Liao","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210103115","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108305621","display_name":"Chong Zhao","orcid":"https://orcid.org/0009-0006-7793-9798"},"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/I4210103115","display_name":"Xinjiang Institute of Ecology and Geography","ror":"https://ror.org/01a8ev928","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210103115"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Zhao","raw_affiliation_strings":["University of Chinese Academy of Sciences, Beijing 100049, China","Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China","institution_ids":["https://openalex.org/I4210103115","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100592581","display_name":"Yingpeng Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingpeng Lu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Beijing University of Chemical Technology, Beijing 100029, China","institution_ids":["https://openalex.org/I75390827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5057269007"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.6813,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76174873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"16","issue":"21","first_page":"3958","last_page":"3958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10399","display_name":"Hydrocarbon exploration and reservoir analysis","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9538999795913696,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.6913788914680481},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32093915343284607}],"concepts":[{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.6913788914680481},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32093915343284607}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16213958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16213958","pdf_url":"https://www.mdpi.com/2072-4292/16/21/3958/pdf?version=1729770411","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:d1190adf175f4cb4a249a8ab57ded594","is_oa":true,"landing_page_url":"https://doaj.org/article/d1190adf175f4cb4a249a8ab57ded594","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 16, Iss 21, p 3958 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16213958","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16213958","pdf_url":"https://www.mdpi.com/2072-4292/16/21/3958/pdf?version=1729770411","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":[],"awards":[{"id":"https://openalex.org/G1819455130","display_name":null,"funder_award_id":"43010","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"},{"id":"https://openalex.org/G4585162445","display_name":null,"funder_award_id":"XDA0430103","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403730734.pdf","grobid_xml":"https://content.openalex.org/works/W4403730734.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1994349517","https://openalex.org/W2013277094","https://openalex.org/W2065368320","https://openalex.org/W2074120853","https://openalex.org/W2082140503","https://openalex.org/W2089096123","https://openalex.org/W2350557860","https://openalex.org/W2366909691","https://openalex.org/W2811204324","https://openalex.org/W2884585870","https://openalex.org/W2889894390","https://openalex.org/W2895936280","https://openalex.org/W2897983685","https://openalex.org/W2901691125","https://openalex.org/W2919115771","https://openalex.org/W2950254594","https://openalex.org/W2996585652","https://openalex.org/W3006100480","https://openalex.org/W3008511810","https://openalex.org/W3012478093","https://openalex.org/W3012833929","https://openalex.org/W3014085156","https://openalex.org/W3148783051","https://openalex.org/W3159353186","https://openalex.org/W3197801324","https://openalex.org/W3216135487","https://openalex.org/W4211061444","https://openalex.org/W4214726264","https://openalex.org/W4221123142","https://openalex.org/W4306751720","https://openalex.org/W4319941059","https://openalex.org/W4323824364","https://openalex.org/W4385955021","https://openalex.org/W4386997367","https://openalex.org/W4388988124","https://openalex.org/W4390673766","https://openalex.org/W4390879477","https://openalex.org/W4393970634","https://openalex.org/W4399423761","https://openalex.org/W4399682059","https://openalex.org/W4400743708","https://openalex.org/W4401115759","https://openalex.org/W4401733781","https://openalex.org/W4401831951","https://openalex.org/W4401836165","https://openalex.org/W6707790098","https://openalex.org/W6754458293","https://openalex.org/W6869008543","https://openalex.org/W6871343401"],"related_works":["https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W3186982001","https://openalex.org/W1984402782","https://openalex.org/W2137941439","https://openalex.org/W2004200960","https://openalex.org/W1999891779","https://openalex.org/W2029513011"],"abstract_inverted_index":{"Multisource":[0],"data":[1,9],"fusion":[2],"technology":[3],"integrates":[4],"the":[5,12,43,56,93,99,106,109,113,119,136,147,151,161,180,196],"strengths":[6],"of":[7,14,45,108,123,175,182,188],"various":[8],"sources,":[10],"addressing":[11],"limitations":[13],"relying":[15],"on":[16,69,112,155],"a":[17,65,70,166],"single":[18],"source.":[19],"Therefore,":[20],"it":[21],"has":[22],"been":[23],"widely":[24],"applied":[25],"in":[26,55,92,165,169],"fields":[27],"such":[28],"as":[29],"lithological":[30,100,183],"classification":[31,101,170],"and":[32,84,117,127],"mineral":[33],"exploration.":[34],"However,":[35],"traditional":[36,176],"deep":[37],"learning":[38],"algorithms":[39],"fail":[40],"to":[41,52,74,97,146,153,160],"distinguish":[42],"importance":[44],"different":[46],"features":[47,76,157],"effectively":[48],"during":[49],"fusion,":[50],"leading":[51],"insufficient":[53],"focus":[54,154],"model.":[57],"To":[58],"address":[59],"this":[60,62],"issue,":[61],"paper":[63],"introduces":[64],"ResHA":[66,137],"network":[67,138],"based":[68],"hybrid":[71,114,140],"attention":[72,115,141,190,194],"mechanism":[73,116],"fuse":[75],"from":[77],"ASTER":[78],"remote":[79],"sensing":[80],"images,":[81],"geochemical":[82],"data,":[83],"DEM":[85],"data.":[86],"A":[87],"case":[88],"study":[89,104],"was":[90],"conducted":[91],"Altay":[94],"Orogenic":[95],"Belt":[96],"demonstrate":[98],"process.":[102],"This":[103,163],"explored":[105],"impact":[107],"submodule":[110],"order":[111],"compared":[118,172],"results":[120,132],"with":[121,139,173],"those":[122],"MLP,":[124],"KNN,":[125],"RF,":[126],"SVM":[128],"models.":[129],"The":[130,186],"experimental":[131],"show":[133],"that":[134,174],"(1)":[135],"mechanisms":[142],"assigned":[143],"reasonable":[144],"weights":[145],"feature":[148],"sets,":[149],"allowing":[150],"model":[152],"key":[156],"closely":[158],"related":[159],"task.":[162],"resulted":[164],"7.99%":[167],"improvement":[168],"accuracy":[171],"models,":[177],"significantly":[178],"increasing":[179],"precision":[181],"classification.":[184],"(2)":[185],"combination":[187],"channel":[189],"followed":[191],"by":[192],"spatial":[193],"achieved":[195],"highest":[197],"overall":[198],"accuracy,":[199],"98.06%.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}