{"id":"https://openalex.org/W2775623399","doi":"https://doi.org/10.1515/jib-2017-0056","title":"UV-Vis and CIELAB Based Chemometric Characterization of Manihot esculenta Carotenoid Contents","display_name":"UV-Vis and CIELAB Based Chemometric Characterization of Manihot esculenta Carotenoid Contents","publication_year":2017,"publication_date":"2017-12-13","ids":{"openalex":"https://openalex.org/W2775623399","doi":"https://doi.org/10.1515/jib-2017-0056","mag":"2775623399","pmid":"https://pubmed.ncbi.nlm.nih.gov/29236680"},"language":"en","primary_location":{"id":"doi:10.1515/jib-2017-0056","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2017-0056","pdf_url":"http://www.degruyter.com/downloadpdf/j/jib.2017.14.issue-4/jib-2017-0056/jib-2017-0056.xml","source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.degruyter.com/downloadpdf/j/jib.2017.14.issue-4/jib-2017-0056/jib-2017-0056.xml","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034692306","display_name":"Telma Afonso","orcid":null},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Telma Afonso","raw_affiliation_strings":["Centre Biological Engineering, School of Engineering, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Biological Engineering, School of Engineering, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021100582","display_name":"Rodolfo Moresco","orcid":"https://orcid.org/0000-0001-9703-4220"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rodolfo Moresco","raw_affiliation_strings":["Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042702548","display_name":"Virg\u00edlio Gavicho Uarrota","orcid":"https://orcid.org/0000-0002-2974-1625"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Virgilio G. Uarrota","raw_affiliation_strings":["Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001607705","display_name":"Bruno Bachiega Navarro","orcid":"https://orcid.org/0000-0002-2218-5291"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bruno Bachiega Navarro","raw_affiliation_strings":["Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042858317","display_name":"Eduardo da Costa Nunes","orcid":"https://orcid.org/0000-0001-9999-5578"},"institutions":[{"id":"https://openalex.org/I4210088730","display_name":"Empresa de Pesquisa Agropecu\u00e1ria e Extens\u00e3o Rural de Santa Catarina","ror":"https://ror.org/004f1yx35","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210088730"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo da C. Nunes","raw_affiliation_strings":["Santa Catarina State Agricultural Research and Rural Extension Agency (EPAGRI), Experimental Station of Urussanga, Urussanga, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Santa Catarina State Agricultural Research and Rural Extension Agency (EPAGRI), Experimental Station of Urussanga, Urussanga, Brazil","institution_ids":["https://openalex.org/I4210088730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053051965","display_name":"Marcelo Maraschin","orcid":"https://orcid.org/0000-0002-4146-4835"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Maraschin","raw_affiliation_strings":["Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plant Morphogenesis and Biochemistry Laboratory, Federal University of Santa Catarina, Florianopolis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040524717","display_name":"Miguel Rocha","orcid":"https://orcid.org/0000-0001-8439-8172"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Miguel Rocha","raw_affiliation_strings":["Centre Biological Engineering, School of Engineering, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Biological Engineering, School of Engineering, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5040524717"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":1.0131,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.86381863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12305","display_name":"Cassava research and cyanide","score":0.994700014591217,"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"}},"topics":[{"id":"https://openalex.org/T12305","display_name":"Cassava research and cyanide","score":0.994700014591217,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9787999987602234,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/carotenoid","display_name":"Carotenoid","score":0.7830288410186768},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4875130355358124},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44350746273994446},{"id":"https://openalex.org/keywords/food-science","display_name":"Food science","score":0.3996118903160095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37811481952667236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3553391695022583},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.35180068016052246}],"concepts":[{"id":"https://openalex.org/C28781525","wikidata":"https://www.wikidata.org/wiki/Q191907","display_name":"Carotenoid","level":2,"score":0.7830288410186768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4875130355358124},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44350746273994446},{"id":"https://openalex.org/C31903555","wikidata":"https://www.wikidata.org/wiki/Q1637030","display_name":"Food science","level":1,"score":0.3996118903160095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37811481952667236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3553391695022583},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.35180068016052246}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002338","descriptor_name":"Carotenoids","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D002338","descriptor_name":"Carotenoids","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D002338","descriptor_name":"Carotenoids","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D002338","descriptor_name":"Carotenoids","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D002338","descriptor_name":"Carotenoids","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D002338","descriptor_name":"Carotenoids","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D002365","descriptor_name":"Manihot","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D002365","descriptor_name":"Manihot","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D002365","descriptor_name":"Manihot","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013056","descriptor_name":"Spectrophotometry, Ultraviolet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013056","descriptor_name":"Spectrophotometry, Ultraviolet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013056","descriptor_name":"Spectrophotometry, Ultraviolet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1515/jib-2017-0056","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2017-0056","pdf_url":"http://www.degruyter.com/downloadpdf/j/jib.2017.14.issue-4/jib-2017-0056/jib-2017-0056.xml","source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},{"id":"pmid:29236680","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29236680","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":"Journal of integrative bioinformatics","raw_type":null},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/49955","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/49955","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:doaj.org/article:9de2b1c5dc2e461ab706cb590d8b2af3","is_oa":false,"landing_page_url":"https://doaj.org/article/9de2b1c5dc2e461ab706cb590d8b2af3","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Integrative Bioinformatics, Vol 14, Iss 4, Pp 336-4 (2017)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5327942","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6042809","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1515/jib-2017-0056","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jib-2017-0056","pdf_url":"http://www.degruyter.com/downloadpdf/j/jib.2017.14.issue-4/jib-2017-0056/jib-2017-0056.xml","source":{"id":"https://openalex.org/S4393917359","display_name":"Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics","issn_l":"1432-4385","issn":["1432-4385","1613-4516"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Integrative Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2775623399.pdf","grobid_xml":"https://content.openalex.org/works/W2775623399.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W22090881","https://openalex.org/W880746178","https://openalex.org/W1229098988","https://openalex.org/W1240906543","https://openalex.org/W1971842724","https://openalex.org/W1976892175","https://openalex.org/W1990924156","https://openalex.org/W2001319178","https://openalex.org/W2010745523","https://openalex.org/W2011579570","https://openalex.org/W2039103629","https://openalex.org/W2041192381","https://openalex.org/W2053991976","https://openalex.org/W2076796045","https://openalex.org/W2078352004","https://openalex.org/W2135638168","https://openalex.org/W2155920093","https://openalex.org/W2160208784","https://openalex.org/W2161336914","https://openalex.org/W2266905719"],"related_works":["https://openalex.org/W2810748196","https://openalex.org/W2006513258","https://openalex.org/W2897986766","https://openalex.org/W2467371387","https://openalex.org/W4382930204","https://openalex.org/W2415014809","https://openalex.org/W2224535272","https://openalex.org/W1790263876","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Vitamin":[0],"A":[1,20],"deficiency":[2],"is":[3,188],"a":[4,26,37,63,96,151,163,189],"prevalent":[5],"health":[6],"problem":[7],"in":[8,74,199],"many":[9],"areas":[10],"of":[11,43,72,100,162,173,192,196],"the":[12,41,44,48,70,101,109,115,160,171,194],"world,":[13],"where":[14],"cassava":[15,75,200],"genotypes":[16],"with":[17,120,177],"high":[18],"pro-vitamin":[19],"content":[21,195],"have":[22],"been":[23],"identified":[24],"as":[25,62,78,118],"strategy":[27],"to":[28,68,80,150,159],"address":[29],"this":[30,33],"issue.":[31],"In":[32],"study,":[34],"we":[35],"found":[36],"positive":[38],"correlation":[39],"between":[40],"color":[42,57],"root":[45,76,201],"pulp":[46],"and":[47,65,95,128,135,179,184],"total":[49,110,197],"carotenoid":[50],"contents":[51,112],"and,":[52],"importantly,":[53],"showed":[54],"how":[55,145],"CIELAB":[56,93,127],"measurements":[58],"can":[59,148],"be":[60],"used":[61],"non-destructive":[64],"fast":[66],"technique":[67],"quantify":[69],"amount":[71],"carotenoids":[73,111,198],"samples,":[77],"opposed":[79],"traditional":[81],"methods.":[82],"We":[83],"trained":[84],"several":[85],"machine":[86,185],"learning":[87,186],"models":[88,105],"using":[89,114],"UV-visible":[90,116,178],"spectrophotometry":[91],"data,":[92,130],"data":[94,98,146,165,175,181],"low-level":[97],"fusion":[99,129,147],"two.":[102],"Best":[103],"performance":[104,154],"were":[106,139],"obtained":[107],"for":[108,155],"calculated":[113],"dataset":[117],"input,":[119],"R2":[121],"values":[122,131],"above":[123,136],"90":[124,137],"%.":[125],"Using":[126],"around":[132],"60":[133],"%":[134,138],"found.":[140],"Importantly,":[141],"these":[142,169],"results":[143],"demonstrated":[144],"lead":[149],"better":[152],"model":[153],"prediction":[156],"when":[157],"comparing":[158],"use":[161,172],"single":[164],"source.":[166],"Considering":[167],"all":[168],"findings,":[170],"colorimetric":[174],"associated":[176],"HPLC":[180],"through":[182],"statistical":[183],"methods":[187],"reliable":[190],"way":[191],"predicting":[193],"samples.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
