{"id":"https://openalex.org/W4399054821","doi":"https://doi.org/10.3390/rs16111910","title":"Estimation of Biochemical Compounds in Tradescantia Leaves Using VIS-NIR-SWIR Hyperspectral and Chlorophyll a Fluorescence Sensors","display_name":"Estimation of Biochemical Compounds in Tradescantia Leaves Using VIS-NIR-SWIR Hyperspectral and Chlorophyll a Fluorescence Sensors","publication_year":2024,"publication_date":"2024-05-26","ids":{"openalex":"https://openalex.org/W4399054821","doi":"https://doi.org/10.3390/rs16111910"},"language":"en","primary_location":{"id":"doi:10.3390/rs16111910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111910","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1910/pdf?version=1716714712","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/2072-4292/16/11/1910/pdf?version=1716714712","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073225829","display_name":"Renan Falcioni","orcid":null},"institutions":[{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Renan Falcioni","raw_affiliation_strings":["Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I123443094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065731448","display_name":"Roney Berti de Oliveira","orcid":"https://orcid.org/0000-0002-7338-2666"},"institutions":[{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Roney Berti de Oliveira","raw_affiliation_strings":["Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I123443094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050765346","display_name":"Marcelo Luiz Chicati","orcid":"https://orcid.org/0000-0003-1631-3709"},"institutions":[{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Luiz Chicati","raw_affiliation_strings":["Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I123443094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072651615","display_name":"Werner Camargos Antunes","orcid":null},"institutions":[{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Werner Camargos Antunes","raw_affiliation_strings":["Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I123443094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056213122","display_name":"Jos\u00e9 Alexandre Melo Dematt\u00ea","orcid":"https://orcid.org/0000-0001-5328-0323"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Alexandre M. Dematt\u00ea","raw_affiliation_strings":["Department of Soil Science, Luiz de Queiroz College of Agriculture, University of S\u00e3o Paulo, Av. P\u00e1dua Dias, 11, Piracicaba 13418-260, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Soil Science, Luiz de Queiroz College of Agriculture, University of S\u00e3o Paulo, Av. P\u00e1dua Dias, 11, Piracicaba 13418-260, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040950081","display_name":"Marcos Rafael Nanni","orcid":"https://orcid.org/0000-0003-4854-2661"},"institutions":[{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Rafael Nanni","raw_affiliation_strings":["Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Agronomy, State University of Maring\u00e1, Av. Colombo, 5790, Maring\u00e1 87020-900, Paran\u00e1, Brazil","institution_ids":["https://openalex.org/I123443094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073225829"],"corresponding_institution_ids":["https://openalex.org/I123443094"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.3112,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8710113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"16","issue":"11","first_page":"1910","last_page":"1910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9968000054359436,"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":0.9968000054359436,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9807000160217285,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.954200029373169,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8305763006210327},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5838557481765747},{"id":"https://openalex.org/keywords/chlorophyll-fluorescence","display_name":"Chlorophyll fluorescence","score":0.5414755940437317},{"id":"https://openalex.org/keywords/tradescantia","display_name":"Tradescantia","score":0.5313188433647156},{"id":"https://openalex.org/keywords/fluorescence","display_name":"Fluorescence","score":0.5119730234146118},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.45709553360939026},{"id":"https://openalex.org/keywords/chlorophyll","display_name":"Chlorophyll","score":0.3937690258026123},{"id":"https://openalex.org/keywords/environmental-chemistry","display_name":"Environmental chemistry","score":0.3548327088356018},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.28453272581100464},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.23494824767112732},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15519919991493225},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1373167634010315},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09694713354110718},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05992764234542847}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8305763006210327},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5838557481765747},{"id":"https://openalex.org/C24630173","wikidata":"https://www.wikidata.org/wiki/Q1075297","display_name":"Chlorophyll fluorescence","level":3,"score":0.5414755940437317},{"id":"https://openalex.org/C2780321733","wikidata":"https://www.wikidata.org/wiki/Q157498","display_name":"Tradescantia","level":2,"score":0.5313188433647156},{"id":"https://openalex.org/C91881484","wikidata":"https://www.wikidata.org/wiki/Q191807","display_name":"Fluorescence","level":2,"score":0.5119730234146118},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.45709553360939026},{"id":"https://openalex.org/C2776373379","wikidata":"https://www.wikidata.org/wiki/Q43177","display_name":"Chlorophyll","level":2,"score":0.3937690258026123},{"id":"https://openalex.org/C107872376","wikidata":"https://www.wikidata.org/wiki/Q321355","display_name":"Environmental chemistry","level":1,"score":0.3548327088356018},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.28453272581100464},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.23494824767112732},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15519919991493225},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1373167634010315},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09694713354110718},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05992764234542847}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16111910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111910","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1910/pdf?version=1716714712","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:9644f8ced337451ca56eee3da9ae0961","is_oa":true,"landing_page_url":"https://doaj.org/article/9644f8ced337451ca56eee3da9ae0961","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 11, p 1910 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/16/11/1910/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs16111910","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs16111910","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111910","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1910/pdf?version=1716714712","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":[{"display_name":"Zero hunger","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G2473595872","display_name":null,"funder_award_id":"CP 19/2022\u2014Jovens Doutores","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G299936366","display_name":null,"funder_award_id":"168180/2022\u22127","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4677378299","display_name":null,"funder_award_id":"168180/2022\u22127","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5704274758","display_name":null,"funder_award_id":"168180/2022\u22127","funder_id":"https://openalex.org/F4320322772","funder_display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria"},{"id":"https://openalex.org/G5859020988","display_name":null,"funder_award_id":"001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G5889728920","display_name":null,"funder_award_id":"001","funder_id":"https://openalex.org/F4320322772","funder_display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria"},{"id":"https://openalex.org/G7265222086","display_name":null,"funder_award_id":"FAPESP pn 2021/05129\u22128","funder_id":"https://openalex.org/F4320322772","funder_display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria"},{"id":"https://openalex.org/G7500407819","display_name":null,"funder_award_id":"CP 19/2022\u2014Jovens Doutores","funder_id":"https://openalex.org/F4320322772","funder_display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria"},{"id":"https://openalex.org/G8167476972","display_name":null,"funder_award_id":"FAPESP pn 2021/05129\u22128","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G8477904972","display_name":null,"funder_award_id":"FAPESP pn 2021/05129\u22128","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322772","display_name":"Funda\u00e7\u00e3o Arauc\u00e1ria","ror":"https://ror.org/02r7nkw81"},{"id":"https://openalex.org/F4320329168","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399054821.pdf"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W179851771","https://openalex.org/W1510686988","https://openalex.org/W1554230853","https://openalex.org/W1944729816","https://openalex.org/W1978063637","https://openalex.org/W1991739869","https://openalex.org/W2000639012","https://openalex.org/W2001193034","https://openalex.org/W2010308608","https://openalex.org/W2020802592","https://openalex.org/W2024700522","https://openalex.org/W2032935471","https://openalex.org/W2034304212","https://openalex.org/W2055471604","https://openalex.org/W2086296514","https://openalex.org/W2103330051","https://openalex.org/W2107030918","https://openalex.org/W2138731137","https://openalex.org/W2152103238","https://openalex.org/W2161862813","https://openalex.org/W2525621092","https://openalex.org/W2567154847","https://openalex.org/W2598497520","https://openalex.org/W2611517298","https://openalex.org/W2747652156","https://openalex.org/W2760619494","https://openalex.org/W2793261105","https://openalex.org/W2810662772","https://openalex.org/W2811290076","https://openalex.org/W2911595297","https://openalex.org/W2914364129","https://openalex.org/W2918036820","https://openalex.org/W2947712179","https://openalex.org/W2952297896","https://openalex.org/W2954236833","https://openalex.org/W2990409388","https://openalex.org/W3034850012","https://openalex.org/W3081613787","https://openalex.org/W3087529447","https://openalex.org/W3087637679","https://openalex.org/W3087782282","https://openalex.org/W3091469287","https://openalex.org/W3120580457","https://openalex.org/W3121972545","https://openalex.org/W3128511351","https://openalex.org/W3184968177","https://openalex.org/W3197232566","https://openalex.org/W3198279808","https://openalex.org/W3206882876","https://openalex.org/W3210798842","https://openalex.org/W3214829399","https://openalex.org/W4200229189","https://openalex.org/W4210328114","https://openalex.org/W4210411011","https://openalex.org/W4212788109","https://openalex.org/W4214679098","https://openalex.org/W4221107392","https://openalex.org/W4224289983","https://openalex.org/W4280585652","https://openalex.org/W4280610455","https://openalex.org/W4282834606","https://openalex.org/W4286433578","https://openalex.org/W4287219611","https://openalex.org/W4311778111","https://openalex.org/W4313244319","https://openalex.org/W4376255161","https://openalex.org/W4378906752","https://openalex.org/W4380876000","https://openalex.org/W4383047336","https://openalex.org/W4387141081","https://openalex.org/W4387878040","https://openalex.org/W6633322063","https://openalex.org/W6653296783","https://openalex.org/W6743089356"],"related_works":["https://openalex.org/W2391393430","https://openalex.org/W1998673826","https://openalex.org/W2169362089","https://openalex.org/W1487907345","https://openalex.org/W4205110271","https://openalex.org/W2037467280","https://openalex.org/W2046265352","https://openalex.org/W2359114623","https://openalex.org/W2365613760","https://openalex.org/W2073505988"],"abstract_inverted_index":{"An":[0],"integrated":[1,148],"approach":[2,150],"that":[3,37,133],"utilises":[4],"hyperspectral":[5,62,116,129],"and":[6,14,46,53,63,82,95,118,138,151,157,165,170,199,213],"chlorophyll":[7,64,119],"a":[8,18,33,112],"fluorescence":[9,65],"sensors":[10,66,223],"to":[11,31,67,89,102,224],"predict":[12,139],"biochemical":[13],"biophysical":[15],"parameters":[16],"represents":[17],"new":[19],"generation":[20],"of":[21,27,48,128,163,173,185,222],"remote-sensing":[22,225],"research.":[23],"The":[24,85,145],"main":[25,86],"objective":[26],"this":[28,205],"study":[29,206],"was":[30,88],"obtain":[32],"detailed":[34],"spectral":[35],"profile":[36],"correlates":[38],"with":[39,79],"plant":[40,49,197],"physiology,":[41],"thereby":[42],"enhancing":[43],"our":[44],"understanding":[45],"management":[47],"health,":[50],"pigment":[51,80],"profiles,":[52],"compound":[54],"fingerprints.":[55],"Leveraging":[56],"datasets":[57],"using":[58],"non-imaging":[59],"or":[60],"passive":[61],"collect":[68],"data":[69,117,187],"in":[70,76,106,142,155,177,201,219],"Tradescantia":[71,190],"species":[72],"demonstrated":[73],"significant":[74],"differences":[75],"leaf":[77],"characteristics":[78],"concentrations":[81],"structural":[83],"components.":[84],"goal":[87],"use":[90],"principal":[91],"component":[92],"analysis":[93,172],"(PCA)":[94],"partial":[96],"least":[97],"squares":[98],"regression":[99],"(PLS)":[100],"methods":[101],"analyse":[103],"the":[104,126,147,159,161,183,186,189,202,208,220],"variations":[105],"their":[107],"spectra.":[108],"Our":[109],"findings":[110],"demonstrate":[111],"strong":[113],"correlation":[114],"between":[115],"fluorescence,":[120],"which":[121],"is":[122],"further":[123,193],"supported":[124],"by":[125],"development":[127],"vegetation":[130],"indices":[131],"(HVIs)":[132],"can":[134],"accurately":[135],"evaluate":[136],"fingerprints":[137],"many":[140,174],"compounds":[141,176,200],"variegated":[143],"leaves.":[144,178,203],"higher":[146],"analytical":[149],"its":[152],"potential":[153],"application":[154,221],"HVIs":[156],"fingerprints,":[158],"better":[160],"selection":[162],"wavelengths":[164],"sensor":[166],"positions":[167],"for":[168,188,210],"rapid":[169],"accurate":[171],"different":[175],"Nonetheless,":[179],"limitations":[180],"arose":[181],"from":[182],"specificity":[184],"species,":[191],"warranting":[192],"research":[194],"across":[195],"diverse":[196],"types":[198],"Overall,":[204],"paves":[207],"way":[209],"more":[211],"sustainable":[212],"informed":[214],"agricultural":[215],"practices":[216],"through":[217],"breakthroughs":[218],"technologies.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
