{"id":"https://openalex.org/W3166866928","doi":"https://doi.org/10.3390/rs13112190","title":"UAV Remote Sensing Estimation of Rice Yield Based on Adaptive Spectral Endmembers and Bilinear Mixing Model","display_name":"UAV Remote Sensing Estimation of Rice Yield Based on Adaptive Spectral Endmembers and Bilinear Mixing Model","publication_year":2021,"publication_date":"2021-06-04","ids":{"openalex":"https://openalex.org/W3166866928","doi":"https://doi.org/10.3390/rs13112190","mag":"3166866928"},"language":"en","primary_location":{"id":"doi:10.3390/rs13112190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112190","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2190/pdf?version=1622785392","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/2072-4292/13/11/2190/pdf?version=1622785392","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012217270","display_name":"Ningge Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ningge Yuan","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687954","display_name":"Yan Gong","orcid":"https://orcid.org/0000-0002-3148-8286"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Gong","raw_affiliation_strings":["Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China","School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108415545","display_name":"Shenghui Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghui Fang","raw_affiliation_strings":["Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China","School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727173","display_name":"Yating Liu","orcid":"https://orcid.org/0000-0002-5016-9600"},"institutions":[{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yating Liu","raw_affiliation_strings":["Hubei Institute of Photogrammetry and Remote Sensing, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Hubei Institute of Photogrammetry and Remote Sensing, Wuhan 430074, China","institution_ids":["https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060315659","display_name":"Bo Duan","orcid":"https://orcid.org/0000-0002-0782-9925"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Duan","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055310844","display_name":"Kaili Yang","orcid":"https://orcid.org/0000-0001-9309-4410"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaili Yang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020014460","display_name":"Xianting Wu","orcid":"https://orcid.org/0000-0002-8718-8215"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianting Wu","raw_affiliation_strings":["College of Life Sciences, Wuhan University, Wuhan 430079, China","Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"College of Life Sciences, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100538642","display_name":"Renshan Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renshan Zhu","raw_affiliation_strings":["College of Life Sciences, Wuhan University, Wuhan 430079, China","Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"College of Life Sciences, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Lab of Remote Sensing for Precision Phenomics of Hybrid Rice, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100687954"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.878,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.93471467,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"13","issue":"11","first_page":"2190","last_page":"2190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997000098228455,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/endmember","display_name":"Endmember","score":0.9211331605911255},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.5006780624389648},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4576171934604645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43593764305114746},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4292309880256653},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4162450432777405},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.3793855607509613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1975318193435669},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14241018891334534},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10325124859809875},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08840695023536682}],"concepts":[{"id":"https://openalex.org/C58237817","wikidata":"https://www.wikidata.org/wiki/Q5376204","display_name":"Endmember","level":3,"score":0.9211331605911255},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5006780624389648},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4576171934604645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43593764305114746},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4292309880256653},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4162450432777405},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.3793855607509613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1975318193435669},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14241018891334534},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10325124859809875},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08840695023536682}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13112190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112190","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2190/pdf?version=1622785392","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:6cc78def0a74496b88fe6503ef7f0c0b","is_oa":true,"landing_page_url":"https://doaj.org/article/6cc78def0a74496b88fe6503ef7f0c0b","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 11, p 2190 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/11/2190/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13112190","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 13; Issue 11; Pages: 2190","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13112190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112190","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2190/pdf?version=1622785392","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":[{"score":0.7400000095367432,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G3608492867","display_name":null,"funder_award_id":"2016YFD0101105","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7219099388","display_name":null,"funder_award_id":"41771381","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3166866928.pdf","grobid_xml":"https://content.openalex.org/works/W3166866928.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1555549210","https://openalex.org/W1582058549","https://openalex.org/W1806474374","https://openalex.org/W1963659868","https://openalex.org/W1972293418","https://openalex.org/W1980100063","https://openalex.org/W1984091965","https://openalex.org/W1994968123","https://openalex.org/W1996379195","https://openalex.org/W2000613913","https://openalex.org/W2007959054","https://openalex.org/W2024663969","https://openalex.org/W2030233869","https://openalex.org/W2031770543","https://openalex.org/W2034394311","https://openalex.org/W2039336203","https://openalex.org/W2042626896","https://openalex.org/W2079505320","https://openalex.org/W2081734510","https://openalex.org/W2084414195","https://openalex.org/W2093658531","https://openalex.org/W2094677081","https://openalex.org/W2109006150","https://openalex.org/W2114486983","https://openalex.org/W2115268776","https://openalex.org/W2125298866","https://openalex.org/W2127062304","https://openalex.org/W2128438912","https://openalex.org/W2128462828","https://openalex.org/W2139925058","https://openalex.org/W2157321686","https://openalex.org/W2160305377","https://openalex.org/W2161567984","https://openalex.org/W2163886442","https://openalex.org/W2166516660","https://openalex.org/W2167787089","https://openalex.org/W2167869331","https://openalex.org/W2217048426","https://openalex.org/W2253751820","https://openalex.org/W2322659398","https://openalex.org/W2468363661","https://openalex.org/W2600037548","https://openalex.org/W2617056706","https://openalex.org/W2646675373","https://openalex.org/W2792835403","https://openalex.org/W2805465265","https://openalex.org/W2806394060","https://openalex.org/W2885565175","https://openalex.org/W2888549875","https://openalex.org/W2894822940","https://openalex.org/W2896961953","https://openalex.org/W2903241618","https://openalex.org/W2905332762","https://openalex.org/W2916306081","https://openalex.org/W2940232517","https://openalex.org/W2990075320","https://openalex.org/W3011464803","https://openalex.org/W3015235564","https://openalex.org/W3089289627","https://openalex.org/W3115082203","https://openalex.org/W3128430657","https://openalex.org/W3128836930","https://openalex.org/W3132602407","https://openalex.org/W3135734628","https://openalex.org/W3150204327","https://openalex.org/W4233760599","https://openalex.org/W6638162383","https://openalex.org/W6683895814"],"related_works":["https://openalex.org/W2037328426","https://openalex.org/W1990914742","https://openalex.org/W2891033441","https://openalex.org/W2006559622","https://openalex.org/W2315521504","https://openalex.org/W3106536224","https://openalex.org/W2890371384","https://openalex.org/W2051769241","https://openalex.org/W2563324120","https://openalex.org/W2040756827"],"abstract_inverted_index":{"The":[0,17,49,161,206],"accurate":[1],"estimation":[2,20,133,183,204,217,278],"of":[3,82,142,163,185,225,235,241,244,261,287],"rice":[4,18,76,168,186],"yield":[5,19,132,169,182,203,295],"using":[6,269],"remote":[7],"sensing":[8],"(RS)":[9],"technology":[10],"is":[11,28,38],"crucially":[12],"important":[13],"for":[14,114,301],"agricultural":[15],"decision-making.":[16],"model":[21,110,134,266],"based":[22,103],"on":[23,104],"the":[24,57,62,67,75,89,93,99,105,117,131,181,190,223,232,239,242,253,258,270,277,285,288],"vegetation":[25],"index":[26,96],"(VI)":[27],"commonly":[29],"used":[30],"when":[31,231],"working":[32],"with":[33,126,212,276,303],"RS":[34],"methods,":[35],"however,":[36],"it":[37],"affected":[39],"by":[40,74,92,150,296],"irrelevant":[41],"organs":[42],"and":[43,60,70,79,84,98,116,158,167,172,192,227,252,263,307],"background":[44],"especially":[45,300],"at":[46,135,156,174,187],"heading":[47,136,159,175,188],"stage.":[48,137,160,176],"spectral":[50,68],"mixture":[51],"analysis":[52],"(SMA)":[53],"can":[54],"quantitatively":[55],"obtain":[56],"abundance":[58,127],"information":[59,71],"mitigate":[61],"impacts.":[63],"Furthermore,":[64],"according":[65],"to":[66,129,179,199,257],"variability":[69],"complexity":[72],"caused":[73],"cropping":[77],"system":[78],"canopy":[80],"characteristics":[81],"reflection":[83],"scattering,":[85],"in":[86],"this":[87],"study,":[88],"multi-endmember":[90],"extraction":[91],"pure":[94],"pixel":[95],"(PPI)":[97],"nonlinear":[100],"unmixing":[101],"method":[102],"bandwise":[106],"generalized":[107],"bilinear":[108,249,255],"mixing":[109],"(NU-BGBM)":[111],"were":[112,148,197],"applied":[113],"SMA,":[115],"VIE":[118,191,210,262],"(VIs":[119,246],"recalculated":[120,247],"from":[121,195,248],"endmember":[122,250],"spectra)":[123,251],"was":[124,170,237],"integrated":[125],"data":[128],"establish":[130],"In":[138,177,229],"two":[139],"paddy":[140],"fields":[141],"different":[143,305],"cultivation":[144],"settings,":[145],"multispectral":[146],"images":[147],"collected":[149],"an":[151],"unmanned":[152],"aerial":[153],"vehicle":[154],"(UAV)":[155],"booting":[157],"correlation":[162],"several":[164],"widely-used":[165],"VIs":[166,268],"tested":[171],"weaker":[173],"order":[178],"improve":[180],"accuracy":[184],"stage,":[189],"foreground":[193],"abundances":[194,213,256],"SMA":[196,290],"combined":[198],"develop":[200],"a":[201,215],"linear":[202],"model.":[205],"results":[207],"showed":[208],"that":[209],"incorporated":[211],"exhibited":[214],"better":[216],"ability":[218],"than":[219],"VI":[220,226],"alone":[221],"or":[222],"product":[224,243,260],"abundances.":[228],"addition,":[230],"structural":[233],"difference":[234],"plants":[236],"obvious,":[238],"addition":[240],"VIF":[245],"corresponding":[254],"original":[259],"abundances,":[264],"enhanced":[265],"reliability.":[267],"near-infrared":[271],"bands":[272],"improved":[273],"more":[274],"significantly":[275],"error":[279],"below":[280],"8.1%.":[281],"This":[282],"study":[283],"verified":[284],"validation":[286],"targeted":[289],"strategy":[291],"while":[292],"estimating":[293],"crop":[294],"remotely":[297],"sensed":[298],"VI,":[299],"objects":[302],"obvious":[304],"spectra":[306],"complex":[308],"structures.":[309]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2021-06-22T00:00:00"}