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Through-package fat determination in commercial Samples of mayonnaise and salad dressing using time-domain nuclear magnetic resonance spectroscopy and chemometrics

dc.contributor.authorVerbi Pereira, Fabiola Manhas
dc.contributor.authorRebellato, Ana Paula
dc.contributor.authorLima Pallone, Juliana Azevedo
dc.contributor.authorColnago, Luiz Alberto
dc.contributor.institutionEmpresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
dc.contributor.institutionUniversidade Estadual de Campinas (UNICAMP)
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2018-11-26T15:27:30Z
dc.date.available2018-11-26T15:27:30Z
dc.date.issued2015-02-01
dc.description.abstractAlthough fat is an essential component in the human diet, the consumption of food with high fat content has been the major cause of obesity. Here we are demonstrating that time-domain nuclear magnetic resonance (TD-NMR) decays, obtained by Carr-Purcell-Meiboom-Gill (CPMG) pulse sequence, can be used to predict the total fat content in sealed packages of commercial food emulsions, such as mayonnaise and salad dressing that may contain more than 50% of fat. The PLS model of the CPMG decays shows high linear correlation (>0.9) and low root mean square errors (RMSE) for cross-validation and validation data. Therefore, this procedure can be used to predict the total fat content in food emulsion after packaging, to detect problems in the manufacturing process or fraud. In addition, the TD-NMR instrument and the proposed methods can also be adapted for using at the end of the food chain (store) to measure the fat content in consumer packaged goods. (C) 2014 Elsevier Ltd. All rights reserved.en
dc.description.affiliationEmbrapa Instrumentacao, BR-13561206 Sao Carlos, SP, Brazil
dc.description.affiliationUniv Estadual Campinas UNICAMP, Fac Engn Alimentos, Dept Ciencia Alimentos, BR-13083962 Campinas, SP, Brazil
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.description.sponsorshipIdCNPq: 150776/2012-8
dc.description.sponsorshipIdCNPq: 301087/2009-1
dc.description.sponsorshipIdCNPq: 476819
dc.description.sponsorshipIdFAPESP: 2012/20247-8
dc.format.extent62-66
dc.identifierhttp://dx.doi.org/10.1016/j.foodcont.2014.02.028
dc.identifier.citationFood Control. Oxford: Elsevier Sci Ltd, v. 48, p. 62-66, 2015.
dc.identifier.doi10.1016/j.foodcont.2014.02.028
dc.identifier.fileWOS000343961100010.pdf
dc.identifier.issn0956-7135
dc.identifier.urihttp://hdl.handle.net/11449/158400
dc.identifier.wosWOS:000343961100010
dc.language.isoeng
dc.publisherElsevier B.V.
dc.relation.ispartofFood Control
dc.relation.ispartofsjr1,502
dc.rights.accessRightsAcesso aberto
dc.sourceWeb of Science
dc.subjectFood analysis
dc.subjectTD-NMR
dc.subjectChemometrics
dc.subjectFat content
dc.subjectClean method
dc.titleThrough-package fat determination in commercial Samples of mayonnaise and salad dressing using time-domain nuclear magnetic resonance spectroscopy and chemometricsen
dc.typeArtigo
dcterms.licensehttp://www.elsevier.com/about/open-access/open-access-policies/article-posting-policy
dcterms.rightsHolderElsevier B.V.
dspace.entity.typePublication

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