{"id":"https://openalex.org/W2964609915","doi":"https://doi.org/10.1007/s11042-019-07976-5","title":"A hyperspectral GA-PLSR model for prediction of pine wilt disease","display_name":"A hyperspectral GA-PLSR model for prediction of pine wilt disease","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2964609915","doi":"https://doi.org/10.1007/s11042-019-07976-5","mag":"2964609915"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-019-07976-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-019-07976-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","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/A5061527255","display_name":"Sulan Zhang","orcid":"https://orcid.org/0000-0003-1092-375X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I32377083","display_name":"Yangtze Normal University","ror":"https://ror.org/05v8v7d33","country_code":"CN","type":"education","lineage":["https://openalex.org/I32377083"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210155873","display_name":"ARC Centre of Excellence for Plant Success in Nature and Agriculture","ror":"https://ror.org/058xdtn86","country_code":"AU","type":"facility","lineage":["https://openalex.org/I129801699","https://openalex.org/I1337719021","https://openalex.org/I160993911","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210132349","https://openalex.org/I4210155873","https://openalex.org/I56590836","https://openalex.org/I63525965"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Sulan Zhang","raw_affiliation_strings":["College of Big Data and Intelligent Engineering, Yangtze Normal University, Chongqing, 408100, China","Hyperspectral Remote Sensing Monitoring Center for Ecological Environment of the Three Gorges Reservoir Area, Yangtze Normal University, Chongqing, 408100, China","Queensland Alliance for Agriculture & Food Innovation, Centre for Horticultural Science, The University of Queensland, Brisbane, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Big Data and Intelligent Engineering, Yangtze Normal University, Chongqing, 408100, China","institution_ids":["https://openalex.org/I32377083"]},{"raw_affiliation_string":"Hyperspectral Remote Sensing Monitoring Center for Ecological Environment of the Three Gorges Reservoir Area, Yangtze Normal University, Chongqing, 408100, China","institution_ids":["https://openalex.org/I32377083"]},{"raw_affiliation_string":"Queensland Alliance for Agriculture & Food Innovation, Centre for Horticultural Science, The University of Queensland, Brisbane, 4072, Australia","institution_ids":["https://openalex.org/I4210155873","https://openalex.org/I4210138055","https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003432793","display_name":"Jinlong Huang","orcid":"https://orcid.org/0000-0003-1974-4328"},"institutions":[{"id":"https://openalex.org/I32377083","display_name":"Yangtze Normal University","ror":"https://ror.org/05v8v7d33","country_code":"CN","type":"education","lineage":["https://openalex.org/I32377083"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinlong Huang","raw_affiliation_strings":["College of Big Data and Intelligent Engineering, Yangtze Normal University, Chongqing, 408100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Big Data and Intelligent Engineering, Yangtze Normal University, Chongqing, 408100, China","institution_ids":["https://openalex.org/I32377083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054871846","display_name":"Jim Hanan","orcid":"https://orcid.org/0000-0002-0358-8693"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I4210138055","display_name":"Agriculture and Food","ror":"https://ror.org/03n17ds51","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210138055","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210155873","display_name":"ARC Centre of Excellence for Plant Success in Nature and Agriculture","ror":"https://ror.org/058xdtn86","country_code":"AU","type":"facility","lineage":["https://openalex.org/I129801699","https://openalex.org/I1337719021","https://openalex.org/I160993911","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210132349","https://openalex.org/I4210155873","https://openalex.org/I56590836","https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jim Hanan","raw_affiliation_strings":["Queensland Alliance for Agriculture & Food Innovation, Centre for Horticultural Science, The University of Queensland, Brisbane, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queensland Alliance for Agriculture & Food Innovation, Centre for Horticultural Science, The University of Queensland, Brisbane, 4072, Australia","institution_ids":["https://openalex.org/I4210155873","https://openalex.org/I4210138055","https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103470252","display_name":"Lin Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I32377083","display_name":"Yangtze Normal University","ror":"https://ror.org/05v8v7d33","country_code":"CN","type":"education","lineage":["https://openalex.org/I32377083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Qin","raw_affiliation_strings":["College of Electronic Information Engineering, Yangtze Normal University, Chongqing, 408100, China","Hyperspectral Remote Sensing Monitoring Center for Ecological Environment of the Three Gorges Reservoir Area, Yangtze Normal University, Chongqing, 408100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Information Engineering, Yangtze Normal University, Chongqing, 408100, China","institution_ids":["https://openalex.org/I32377083"]},{"raw_affiliation_string":"Hyperspectral Remote Sensing Monitoring Center for Ecological Environment of the Three Gorges Reservoir Area, Yangtze Normal University, Chongqing, 408100, China","institution_ids":["https://openalex.org/I32377083"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5003432793"],"corresponding_institution_ids":["https://openalex.org/I32377083"],"apc_list":null,"apc_paid":null,"fwci":0.8455,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.68598525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"79","issue":"23-24","first_page":"16645","last_page":"16661"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9613000154495239,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9279000163078308,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pinus-massoniana","display_name":"Pinus massoniana","score":0.8022756576538086},{"id":"https://openalex.org/keywords/bursaphelenchus-xylophilus","display_name":"Bursaphelenchus xylophilus","score":0.7383110523223877},{"id":"https://openalex.org/keywords/red-edge","display_name":"Red edge","score":0.7039461135864258},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.7031255960464478},{"id":"https://openalex.org/keywords/wilt-disease","display_name":"Wilt disease","score":0.6798684000968933},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.6604517698287964},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5375406742095947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4788929522037506},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.45485758781433105},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.38656216859817505},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3719745874404907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3355626165866852},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3265025019645691},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32435286045074463},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2625124752521515},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2598278522491455},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.25432097911834717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24257761240005493},{"id":"https://openalex.org/keywords/nematode","display_name":"Nematode","score":0.14393392205238342},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13195499777793884},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09637072682380676}],"concepts":[{"id":"https://openalex.org/C2776025067","wikidata":"https://www.wikidata.org/wiki/Q716571","display_name":"Pinus massoniana","level":2,"score":0.8022756576538086},{"id":"https://openalex.org/C2779442720","wikidata":"https://www.wikidata.org/wiki/Q1197786","display_name":"Bursaphelenchus xylophilus","level":3,"score":0.7383110523223877},{"id":"https://openalex.org/C2776388979","wikidata":"https://www.wikidata.org/wiki/Q3422640","display_name":"Red edge","level":3,"score":0.7039461135864258},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.7031255960464478},{"id":"https://openalex.org/C2776678335","wikidata":"https://www.wikidata.org/wiki/Q3281368","display_name":"Wilt disease","level":2,"score":0.6798684000968933},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.6604517698287964},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5375406742095947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4788929522037506},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.45485758781433105},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.38656216859817505},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3719745874404907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3355626165866852},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3265025019645691},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32435286045074463},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2625124752521515},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2598278522491455},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.25432097911834717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24257761240005493},{"id":"https://openalex.org/C2778830712","wikidata":"https://www.wikidata.org/wiki/Q5185","display_name":"Nematode","level":2,"score":0.14393392205238342},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13195499777793884},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09637072682380676}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-019-07976-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-019-07976-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:d3f428b","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[{"id":"https://openalex.org/G1397474567","display_name":null,"funder_award_id":"KJZH17132","funder_id":"https://openalex.org/F4320324805","funder_display_name":"Chongqing Municipal Education Commission"},{"id":"https://openalex.org/G2491351857","display_name":null,"funder_award_id":"201709955001","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G4023311666","display_name":null,"funder_award_id":"32-Y20A18-9001-15-17-3","funder_id":"https://openalex.org/F4320335563","funder_display_name":"State Administration for Science, Technology and Industry for National Defense"},{"id":"https://openalex.org/G8126027980","display_name":null,"funder_award_id":"cstc2016jcyjA0437","funder_id":"https://openalex.org/F4320321550","funder_display_name":"Chongqing Science and Technology Commission"},{"id":"https://openalex.org/G8736362717","display_name":null,"funder_award_id":"61601060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321550","display_name":"Chongqing Science and Technology Commission","ror":"https://ror.org/05w9erc61"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"},{"id":"https://openalex.org/F4320335563","display_name":"State Administration for Science, Technology and Industry for National Defense","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W950819525","https://openalex.org/W1659842140","https://openalex.org/W1966546994","https://openalex.org/W1968894504","https://openalex.org/W1971404394","https://openalex.org/W1985382089","https://openalex.org/W1985931804","https://openalex.org/W1987984266","https://openalex.org/W2004447254","https://openalex.org/W2005616296","https://openalex.org/W2008997808","https://openalex.org/W2031967823","https://openalex.org/W2035089953","https://openalex.org/W2036529502","https://openalex.org/W2059672251","https://openalex.org/W2060823065","https://openalex.org/W2072987455","https://openalex.org/W2088835258","https://openalex.org/W2093904890","https://openalex.org/W2097911224","https://openalex.org/W2113631068","https://openalex.org/W2192080354","https://openalex.org/W2257622004","https://openalex.org/W2392775158","https://openalex.org/W2550420505","https://openalex.org/W2551148191","https://openalex.org/W2771980606","https://openalex.org/W2781029546","https://openalex.org/W2791561615","https://openalex.org/W2793041451","https://openalex.org/W2802709838","https://openalex.org/W2914596225","https://openalex.org/W2914781319","https://openalex.org/W3203115062"],"related_works":["https://openalex.org/W2386576518","https://openalex.org/W3126378123","https://openalex.org/W2362166367","https://openalex.org/W4376116439","https://openalex.org/W2384004801","https://openalex.org/W4316673423","https://openalex.org/W1845791788","https://openalex.org/W3128899801","https://openalex.org/W2391335573","https://openalex.org/W2385939153"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}