{"id":"https://openalex.org/W4384829873","doi":"https://doi.org/10.3390/s23146530","title":"Rapid Prediction of Nutrient Concentration in Citrus Leaves Using Vis-NIR Spectroscopy","display_name":"Rapid Prediction of Nutrient Concentration in Citrus Leaves Using Vis-NIR Spectroscopy","publication_year":2023,"publication_date":"2023-07-19","ids":{"openalex":"https://openalex.org/W4384829873","doi":"https://doi.org/10.3390/s23146530","pmid":"https://pubmed.ncbi.nlm.nih.gov/37514824"},"language":"en","primary_location":{"id":"doi:10.3390/s23146530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146530","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6530/pdf?version=1689771620","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/14/6530/pdf?version=1689771620","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049086089","display_name":"Maylin Acosta","orcid":"https://orcid.org/0000-0002-3194-5467"},"institutions":[{"id":"https://openalex.org/I4210091494","display_name":"Instituto Valenciano de Investigaciones Agrarias","ror":"https://ror.org/00kx3fw88","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210091494"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maylin Acosta","raw_affiliation_strings":["Centro para el Desarrollo de la Agricultura Sostenible, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3194-5467","affiliations":[{"raw_affiliation_string":"Centro para el Desarrollo de la Agricultura Sostenible, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain","institution_ids":["https://openalex.org/I4210091494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080392649","display_name":"Ana Qui\u00f1ones","orcid":"https://orcid.org/0000-0002-6096-734X"},"institutions":[{"id":"https://openalex.org/I4210091494","display_name":"Instituto Valenciano de Investigaciones Agrarias","ror":"https://ror.org/00kx3fw88","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210091494"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana Qui\u00f1ones","raw_affiliation_strings":["Centro para el Desarrollo de la Agricultura Sostenible, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6096-734X","affiliations":[{"raw_affiliation_string":"Centro para el Desarrollo de la Agricultura Sostenible, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain","institution_ids":["https://openalex.org/I4210091494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053437694","display_name":"Sandra Munera","orcid":"https://orcid.org/0000-0003-3064-1186"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sandra Munera","raw_affiliation_strings":["Departamento de Ingenier\u00eda Gr\u00e1fica, Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera, s/n, 46022 Valencia, Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Ingenier\u00eda Gr\u00e1fica, Universitat Polit\u00e8cnica de Val\u00e8ncia, Camino de Vera, s/n, 46022 Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013667208","display_name":"Jos\u00e9 Miguel de Paz","orcid":"https://orcid.org/0000-0001-6734-3516"},"institutions":[{"id":"https://openalex.org/I4210091494","display_name":"Instituto Valenciano de Investigaciones Agrarias","ror":"https://ror.org/00kx3fw88","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210091494"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Miguel de Paz","raw_affiliation_strings":["Centro para el Desarrollo de la Agricultura Sostenible, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-6734-3516","affiliations":[{"raw_affiliation_string":"Centro para el Desarrollo de la Agricultura Sostenible, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain","institution_ids":["https://openalex.org/I4210091494"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009177738","display_name":"J. Blasco","orcid":"https://orcid.org/0000-0002-4562-9668"},"institutions":[{"id":"https://openalex.org/I4210091494","display_name":"Instituto Valenciano de Investigaciones Agrarias","ror":"https://ror.org/00kx3fw88","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210091494"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Blasco","raw_affiliation_strings":["Centro de Agroingenier\u00eda, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4562-9668","affiliations":[{"raw_affiliation_string":"Centro de Agroingenier\u00eda, Instituto Valenciano de Investigaciones Agrarias (IVIA), CV-315, km 10.7, 46113 Moncada, Valencia, Spain","institution_ids":["https://openalex.org/I4210091494"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009177738"],"corresponding_institution_ids":["https://openalex.org/I4210091494"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.1015,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.91864997,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"23","issue":"14","first_page":"6530","last_page":"6530"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9997000098228455,"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":0.9997000098228455,"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/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.9799000024795532,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9789999723434448,"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/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.8620390892028809},{"id":"https://openalex.org/keywords/micronutrient","display_name":"Micronutrient","score":0.7684450149536133},{"id":"https://openalex.org/keywords/absorbance","display_name":"Absorbance","score":0.5951725244522095},{"id":"https://openalex.org/keywords/kjeldahl-method","display_name":"Kjeldahl method","score":0.531916081905365},{"id":"https://openalex.org/keywords/nutrient","display_name":"Nutrient","score":0.5160691142082214},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.4705788493156433},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4593806862831116},{"id":"https://openalex.org/keywords/spectroscopy","display_name":"Spectroscopy","score":0.42693769931793213},{"id":"https://openalex.org/keywords/analytical-chemistry","display_name":"Analytical Chemistry (journal)","score":0.36734408140182495},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3350607752799988},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.319624125957489},{"id":"https://openalex.org/keywords/nitrogen","display_name":"Nitrogen","score":0.267897367477417},{"id":"https://openalex.org/keywords/environmental-chemistry","display_name":"Environmental chemistry","score":0.22273880243301392},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.15231841802597046},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0813511312007904},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.061387985944747925}],"concepts":[{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.8620390892028809},{"id":"https://openalex.org/C14522933","wikidata":"https://www.wikidata.org/wiki/Q531507","display_name":"Micronutrient","level":2,"score":0.7684450149536133},{"id":"https://openalex.org/C98015330","wikidata":"https://www.wikidata.org/wiki/Q907315","display_name":"Absorbance","level":2,"score":0.5951725244522095},{"id":"https://openalex.org/C169478075","wikidata":"https://www.wikidata.org/wiki/Q898934","display_name":"Kjeldahl method","level":3,"score":0.531916081905365},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","level":2,"score":0.5160691142082214},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.4705788493156433},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4593806862831116},{"id":"https://openalex.org/C32891209","wikidata":"https://www.wikidata.org/wiki/Q483666","display_name":"Spectroscopy","level":2,"score":0.42693769931793213},{"id":"https://openalex.org/C113196181","wikidata":"https://www.wikidata.org/wiki/Q485223","display_name":"Analytical Chemistry (journal)","level":2,"score":0.36734408140182495},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3350607752799988},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.319624125957489},{"id":"https://openalex.org/C537208039","wikidata":"https://www.wikidata.org/wiki/Q627","display_name":"Nitrogen","level":2,"score":0.267897367477417},{"id":"https://openalex.org/C107872376","wikidata":"https://www.wikidata.org/wiki/Q321355","display_name":"Environmental chemistry","level":1,"score":0.22273880243301392},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.15231841802597046},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0813511312007904},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.061387985944747925},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D002957","descriptor_name":"Citrus","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D002957","descriptor_name":"Citrus","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D002957","descriptor_name":"Citrus","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016018","descriptor_name":"Least-Squares Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018515","descriptor_name":"Plant Leaves","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D018515","descriptor_name":"Plant Leaves","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D018515","descriptor_name":"Plant Leaves","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D018977","descriptor_name":"Micronutrients","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D018977","descriptor_name":"Micronutrients","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D018977","descriptor_name":"Micronutrients","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019265","descriptor_name":"Spectroscopy, Near-Infrared","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.3390/s23146530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146530","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6530/pdf?version=1689771620","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:37514824","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37514824","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10386652","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10386652","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10386652/pdf/sensors-23-06530.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:redivia.gva.es:20.500.11939/8736","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11939/8736","pdf_url":"https://redivia.gva.es/bitstream/20.500.11939/8736/1/2023_Acosta_Rapid.pdf","source":{"id":"https://openalex.org/S4306402595","display_name":"Redivia (Instituto Valenciano de Investigaciones Agrarias (IVIA))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210091494","host_organization_name":"Instituto Valenciano de Investigaciones Agrarias","host_organization_lineage":["https://openalex.org/I4210091494"],"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":"electronico","raw_type":"publishedVersion"},{"id":"pmh:oai:riunet.upv.es:10251/201900","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/201900","pdf_url":"https://riunet.upv.es/bitstream/10251/201900/1/AcostaQuinonesMunera%20-%20Rapid%20Prediction%20of%20Nutrient%20Concentration%20in%20Citrus%20Leaves%20Using%20Vis-NIR%20....pdf","source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:789e0266d36147eb9da18e0b03b99098","is_oa":true,"landing_page_url":"https://doaj.org/article/789e0266d36147eb9da18e0b03b99098","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 14, p 6530 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/14/6530/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23146530","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":"Sensors; Volume 23; Issue 14; Pages: 6530","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23146530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146530","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6530/pdf?version=1689771620","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G1680639872","display_name":null,"funder_award_id":"52203","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G26588738","display_name":null,"funder_award_id":"52204","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6259198112","display_name":null,"funder_award_id":"GVA 2021\u20132027","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4384829873.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1532517383","https://openalex.org/W1554997742","https://openalex.org/W1870218298","https://openalex.org/W1970537917","https://openalex.org/W1996195892","https://openalex.org/W2016090370","https://openalex.org/W2026104389","https://openalex.org/W2028678328","https://openalex.org/W2048077598","https://openalex.org/W2048420981","https://openalex.org/W2073503722","https://openalex.org/W2075021962","https://openalex.org/W2087883561","https://openalex.org/W2106489491","https://openalex.org/W2109606373","https://openalex.org/W2121102297","https://openalex.org/W2144893665","https://openalex.org/W2171428093","https://openalex.org/W2496801839","https://openalex.org/W2516560801","https://openalex.org/W2740388869","https://openalex.org/W2805903849","https://openalex.org/W2890671194","https://openalex.org/W2894743722","https://openalex.org/W2918036820","https://openalex.org/W3005980214","https://openalex.org/W3010973981","https://openalex.org/W3033843996","https://openalex.org/W3082252834","https://openalex.org/W3093741550","https://openalex.org/W3093755439","https://openalex.org/W3180091518","https://openalex.org/W4311775161","https://openalex.org/W4324131072","https://openalex.org/W4365454240","https://openalex.org/W4366773619","https://openalex.org/W6726229878","https://openalex.org/W6781773115","https://openalex.org/W6961166429"],"related_works":["https://openalex.org/W13340444","https://openalex.org/W2019297613","https://openalex.org/W2043582345","https://openalex.org/W2082791388","https://openalex.org/W2382567882","https://openalex.org/W1987251746","https://openalex.org/W2117110081","https://openalex.org/W2000856859","https://openalex.org/W2360161132","https://openalex.org/W4239731458"],"abstract_inverted_index":{"The":[0,130,179,198],"nutritional":[1,29],"diagnosis":[2],"of":[3,44,71,123],"crops":[4],"is":[5,17,204],"carried":[6],"out":[7],"through":[8],"costly":[9],"foliar":[10,42,75,90,210],"ionomic":[11],"analysis":[12],"in":[13,48,127,134,188],"laboratories.":[14],"However,":[15],"spectroscopy":[16],"a":[18,36,85],"sensing":[19],"technique":[20,203],"that":[21,182,201],"could":[22],"replace":[23],"these":[24,74],"destructive":[25],"analyses":[26],"for":[27,98,148,206],"monitoring":[28],"status.":[30],"This":[31],"work":[32],"aimed":[33],"to":[34,39,106,119,195],"develop":[35],"calibration":[37],"model":[38,136],"predict":[40,120],"the":[41,77,89,103,121,128,135,143,159,169,176,183,189],"concentrations":[43],"macro":[45,99,124,211],"and":[46,88,100,102,125,141,151,155,163,208,212],"micronutrients":[47,126],"citrus":[49,64],"plantations":[50],"based":[51,110],"on":[52,111],"rapid":[53,207],"non-destructive":[54,209],"spectral":[55,78],"measurements.":[56],"To":[57],"this":[58,202],"end,":[59],"592":[60],"'Clementina":[61],"de":[62],"Nules'":[63],"leaves":[65],"were":[66,117,138,166,186],"collected":[67],"during":[68],"several":[69],"months":[70],"growth.":[72],"In":[73],"samples,":[76],"absorbance":[79],"(430-1040":[80],"nm)":[81,193],"was":[82,92],"measured":[83],"using":[84,168],"portable":[86],"spectrometer,":[87],"ionomics":[91],"determined":[93],"by":[94],"emission":[95],"spectrometry":[96],"(ICP-OES)":[97],"micronutrients,":[101],"Kjeldahl":[104],"method":[105],"quantify":[107],"N.":[108],"Models":[109],"partial":[112],"least":[113],"squares":[114],"regression":[115,171],"(PLS-R)":[116],"calibrated":[118],"content":[122],"leaves.":[129],"determination":[131],"coefficients":[132,172],"obtained":[133,174],"test":[137],"between":[139],"0.31":[140],"0.69,":[142,156],"highest":[144],"values":[145],"being":[146],"found":[147],"P,":[149,161],"K,":[150,162],"B":[152,164],"(0.60,":[153],"0.63,":[154],"respectively).":[157],"Furthermore,":[158],"important":[160],"wavelengths":[165,185],"evaluated":[167],"weighted":[170],"(BW)":[173],"from":[175],"PLS-R":[177],"model.":[178],"results":[180,199],"showed":[181],"selected":[184],"all":[187],"visible":[190],"region":[191],"(430-750":[192],"related":[194],"foliage":[196],"pigments.":[197],"indicate":[200],"promising":[205],"micronutrient":[213],"prediction.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
