{"id":"https://openalex.org/W4380789014","doi":"https://doi.org/10.3390/rs15123114","title":"Areca Yellow Leaf Disease Severity Monitoring Using UAV-Based Multispectral and Thermal Infrared Imagery","display_name":"Areca Yellow Leaf Disease Severity Monitoring Using UAV-Based Multispectral and Thermal Infrared Imagery","publication_year":2023,"publication_date":"2023-06-14","ids":{"openalex":"https://openalex.org/W4380789014","doi":"https://doi.org/10.3390/rs15123114"},"language":"en","primary_location":{"id":"doi:10.3390/rs15123114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123114","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3114/pdf?version=1686736196","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/2072-4292/15/12/3114/pdf?version=1686736196","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070201264","display_name":"Dong Xu","orcid":"https://orcid.org/0000-0003-0901-6693"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Xu","raw_affiliation_strings":["Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101123997","display_name":"Yuwei Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138186","display_name":"Wuhan National Laboratory for Optoelectronics","ror":"https://ror.org/03c9ncn37","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210138186"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuwei Lu","raw_affiliation_strings":["Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China","MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I4210138186","https://openalex.org/I47720641"]},{"raw_affiliation_string":"MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100573304","display_name":"Liang Heng","orcid":"https://orcid.org/0009-0002-8205-6747"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Liang","raw_affiliation_strings":["Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100388659","display_name":"Zhen Lu","orcid":"https://orcid.org/0000-0002-7113-7448"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Lu","raw_affiliation_strings":["Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102058369","display_name":"Lejun Yu","orcid":"https://orcid.org/0000-0002-3611-1103"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lejun Yu","raw_affiliation_strings":["Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019324040","display_name":"Qian Liu","orcid":"https://orcid.org/0000-0002-8398-1021"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian Liu","raw_affiliation_strings":["Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou 570228, China","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019324040","https://openalex.org/A5102058369"],"corresponding_institution_ids":["https://openalex.org/I20942203"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.6436,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.92608473,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"12","first_page":"3114","last_page":"3114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9980000257492065,"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":0.9980000257492065,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12894","display_name":"Date Palm Research Studies","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/areca","display_name":"Areca","score":0.9729981422424316},{"id":"https://openalex.org/keywords/orchard","display_name":"Orchard","score":0.5993527770042419},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.5548480749130249},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.5256720185279846},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.44365549087524414},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4435340464115143},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4251105785369873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4052457809448242},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39434242248535156},{"id":"https://openalex.org/keywords/nut","display_name":"Nut","score":0.35190290212631226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3387717306613922},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3137326240539551},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1870395541191101},{"id":"https://openalex.org/keywords/horticulture","display_name":"Horticulture","score":0.10457569360733032},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09838658571243286}],"concepts":[{"id":"https://openalex.org/C2779741799","wikidata":"https://www.wikidata.org/wiki/Q157289","display_name":"Areca","level":3,"score":0.9729981422424316},{"id":"https://openalex.org/C2780753983","wikidata":"https://www.wikidata.org/wiki/Q236371","display_name":"Orchard","level":2,"score":0.5993527770042419},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.5548480749130249},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.5256720185279846},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.44365549087524414},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4435340464115143},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4251105785369873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4052457809448242},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39434242248535156},{"id":"https://openalex.org/C206391251","wikidata":"https://www.wikidata.org/wiki/Q1186738","display_name":"Nut","level":2,"score":0.35190290212631226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3387717306613922},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3137326240539551},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1870395541191101},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.10457569360733032},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09838658571243286},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15123114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123114","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3114/pdf?version=1686736196","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:4c56aa6018344d9d9ab052e36e2dd86b","is_oa":true,"landing_page_url":"https://doaj.org/article/4c56aa6018344d9d9ab052e36e2dd86b","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 15, Iss 12, p 3114 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/12/3114/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15123114","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 15; Issue 12; Pages: 3114","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15123114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123114","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3114/pdf?version=1686736196","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":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4380789014.pdf"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W1444168786","https://openalex.org/W1500895378","https://openalex.org/W1518917059","https://openalex.org/W1808644423","https://openalex.org/W1964217023","https://openalex.org/W1976633243","https://openalex.org/W1984675704","https://openalex.org/W1985555755","https://openalex.org/W2000102737","https://openalex.org/W2005284849","https://openalex.org/W2011475440","https://openalex.org/W2012686349","https://openalex.org/W2014408679","https://openalex.org/W2015613423","https://openalex.org/W2016023958","https://openalex.org/W2029309869","https://openalex.org/W2030233869","https://openalex.org/W2034187138","https://openalex.org/W2038874051","https://openalex.org/W2045520659","https://openalex.org/W2048889118","https://openalex.org/W2068909040","https://openalex.org/W2074464158","https://openalex.org/W2077653178","https://openalex.org/W2078996926","https://openalex.org/W2081734510","https://openalex.org/W2089441588","https://openalex.org/W2099400014","https://openalex.org/W2109006150","https://openalex.org/W2122111042","https://openalex.org/W2126143576","https://openalex.org/W2135166574","https://openalex.org/W2157760685","https://openalex.org/W2158195707","https://openalex.org/W2163410149","https://openalex.org/W2166326933","https://openalex.org/W2167869331","https://openalex.org/W2170505850","https://openalex.org/W2195452854","https://openalex.org/W2296034168","https://openalex.org/W2296685749","https://openalex.org/W2404932803","https://openalex.org/W2470368200","https://openalex.org/W2559249636","https://openalex.org/W2594925782","https://openalex.org/W2626521779","https://openalex.org/W2788451552","https://openalex.org/W2802213413","https://openalex.org/W2808146337","https://openalex.org/W2903526012","https://openalex.org/W2911964244","https://openalex.org/W2954900235","https://openalex.org/W2969545732","https://openalex.org/W2988471827","https://openalex.org/W3022843305","https://openalex.org/W3081084433","https://openalex.org/W3088154325","https://openalex.org/W3115734772","https://openalex.org/W3127613997","https://openalex.org/W3213128262","https://openalex.org/W3213429084","https://openalex.org/W4213113494","https://openalex.org/W4306174587","https://openalex.org/W6607259140","https://openalex.org/W6628505203","https://openalex.org/W6679924004","https://openalex.org/W6713518880","https://openalex.org/W6804414418"],"related_works":["https://openalex.org/W4291982476","https://openalex.org/W2362727490","https://openalex.org/W1980316321","https://openalex.org/W3111285590","https://openalex.org/W4205275313","https://openalex.org/W2271587555","https://openalex.org/W4210894774","https://openalex.org/W2566865390","https://openalex.org/W2594511221","https://openalex.org/W3037229043"],"abstract_inverted_index":{"The":[0,86,113,160,177,237],"areca":[1,18,30,46,55,62,167,254],"nut":[2],"is":[3,33],"the":[4,15,26,43,65,83,92,104,118,123,128,132,142,199,203,207,213,230,233,258],"primary":[5],"economic":[6],"source":[7],"for":[8,37,250],"some":[9],"farmers":[10],"in":[11,131],"southeast":[12],"Asia.":[13],"However,":[14],"emergence":[16],"of":[17,29,45,61,120,134,210],"yellow":[19,47],"leaf":[20,48],"disease":[21,49],"(YLD)":[22],"has":[23],"seriously":[24],"reduced":[25],"annual":[27],"production":[28],"nuts.":[31],"There":[32],"an":[34,38,54],"urgent":[35],"need":[36],"effective":[39],"method":[40,227],"to":[41,75,107,137,260,263],"monitor":[42],"severity":[44],"(SAYD).":[50],"This":[51,220],"study":[52,66,221],"selected":[53,90,98],"orchard":[56],"with":[57],"a":[58,183,223],"high":[59],"incidence":[60],"YLD":[63],"as":[64,91,103],"area.":[67,85],"An":[68],"unmanned":[69],"aerial":[70],"vehicle":[71],"(UAV)":[72],"was":[73,89,171,180,186,193],"used":[74,102],"acquire":[76],"multispectral":[77],"and":[78,96,122,149,157,166,182,198,215,228,235,239,247,253,256],"thermal":[79],"infrared":[80],"data":[81],"from":[82],"experimental":[84,114,178],"ReliefF":[87,121],"algorithm":[88,95,126],"feature":[93,105],"selection":[94],"ten":[97],"vegetation":[99],"indices":[100],"were":[101],"variables":[106],"build":[108],"six":[109],"machine-learning":[110],"classification":[111],"models.":[112],"results":[115,200,238],"showed":[116,201],"that":[117,202],"combination":[119],"Random":[124],"Forest":[125],"achieved":[127],"highest":[129],"accuracy":[130],"prediction":[133,226],"SAYD.":[135,191,236],"Compared":[136],"manually":[138],"annotated":[139],"true":[140],"values,":[141],"R2":[143,204],"value,":[144],"root":[145],"mean":[146,150],"square":[147],"error,":[148],"absolute":[151],"percentage":[152],"error":[153],"reached":[154,218],"0.955,":[155],"0.049,":[156],"1.958%,":[158],"respectively.":[159],"Pearson":[161],"correlation":[162,231],"coefficient":[163],"between":[164,206,232],"SAYD":[165,211,225],"canopy":[168],"temperature":[169],"(CT)":[170],"0.753":[172],"(p":[173],"value":[174,205,217],"<":[175],"0.001).":[176],"region":[179],"partitioned,":[181],"nonlinear":[184],"fit":[185],"performed":[187,194],"using":[188],"CT":[189,214,234],"versus":[190],"Cross-validation":[192],"on":[195],"different":[196],"regions,":[197],"predicted":[208],"result":[209],"by":[212],"actual":[216],"0.723.":[219],"proposes":[222],"high-precision":[224],"demonstrates":[229],"methods":[240],"can":[241],"also":[242],"provide":[243],"new":[244],"research":[245],"insights":[246],"technical":[248],"tools":[249],"botanical":[251],"researchers":[252],"practitioners,":[255],"have":[257],"potential":[259],"be":[261],"extended":[262],"more":[264],"plants.":[265]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}