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dc.contributor.authorPérez-Beltrán, Christian Hazael
dc.contributor.authorZúñiga-Arroyo, Víctor M.
dc.contributor.authorAndrade-Garda, José Manuel
dc.contributor.authorCuadros Rodríguez, Luis
dc.contributor.authorPérez-Caballero, G.
dc.contributor.authorJiménez-Carvelo, Ana María
dc.date.accessioned2021-04-06T16:25:46Z
dc.date.available2021-04-06T16:25:46Z
dc.date.issued2021-02-27
dc.identifier.citationPérez-Beltrán, C.H.; Zúñiga-Arroyo, V.M.; Andrade, J.M.; Cuadros-Rodríguez, L.; Pérez-Caballero, G.; Jiménez-Carvelo, A.M. A Sensor-Based Methodology to Differentiate Pure and Mixed White Tequilas Based on Fused Infrared Spectra and Multivariate Data Treatment. Chemosensors 2021, 9, 47. https://doi.org/10.3390/ chemosensors9030047es_ES
dc.identifier.issn2227-9040
dc.identifier.urihttp://hdl.handle.net/2183/27665
dc.description.abstract[Abstract]: Mexican Tequila is one of the most demanded import spirits in Europe. Its fast-raising worldwide request makes counterfeiting a profitable activity affecting both consumers and legal distillers. In this paper, a sensor-based methodology based on a combination of infrared measurements (IR) and multivariate data analysis (MVA) is presented. The case study is about differentiating two categories of white Tequila: pure Tequila (or ‘100% agave’) and mixed Tequila (or simply, Tequila). The IR spectra were treated and fused with a low-level approach. Exploratory data analysis was performed using PCA and partial least squares (PLS), whilst the authentication analyses were carried out with PLS-discriminant analysis (DA) and soft independent modeling for class analogy (SIMCA) models. Results demonstrated that data fusion of IR spectra enhanced the outcomes of the authentication models capable of differentiating pure from mixed Tequilas. In fact, PLS-DA presented the best results which correctly classified all fifteen commercial validation samples. The methodology thus presented is fast, cheap, and of simple application in the Tequila industry.es_ES
dc.description.sponsorshipUniversidad Nacional Autónoma de México; PIAPI 2042es_ES
dc.description.sponsorshipUniversidad Nacional Autónoma de México; PAPIIT IT200918
dc.language.isoenges_ES
dc.publisherMDPIes_ES
dc.relation.urihttps://doi.org/10.3390/chemosensors9030047es_ES
dc.rightsAttribution 4.0 Internationales_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectWhite Tequilaes_ES
dc.subjectAuthenticationes_ES
dc.subjectIR spectroscopyes_ES
dc.subjectChemometricses_ES
dc.subjectData fusiones_ES
dc.subjectBeverage alcoholic industryes_ES
dc.titleA Sensor-Based Methodology to Differentiate Pure and Mixed White Tequilas Based on Fused Infrared Spectra and Multivariate Data Treatmentes_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.rights.accessinfo:eu-repo/semantics/openAccesses_ES
UDC.journalTitleChemosensorses_ES
UDC.volume9es_ES
UDC.issue3es_ES
UDC.startPage47es_ES
UDC.endPage47es_ES


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