Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars

Autores
Ríos Reina, Rocío; Caballero, Daniel; Azcarate, Silvana Mariela; García González, Diego L.; Callejón, Raquel M.; Amigo, José M.
Año de publicación
2021
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Ultraviolet-visible (UV-vis) spectroscopy has shown successful results in the last few years to characterize and classify wine vinegar according to its quality, particularly those with a protected designation of origin (PDO). Due to these promising results, together with the simplicity, price, speed, portability of this technique and its ability to create robust hierarchical classification models, the objective of this work was the development of a computer tool or software, named VinegarScan, which uses the UV-vis spectra to be able to perform quality control and authentication of wine vinegar in a quick and user-friendly way. This software was based on the open-source GUI created in C++ using several data mining algorithms (e.g., decision trees, classification algorithms) on UV-vis spectra. This software achieved satisfactory prediction results with the available analytical UV-vis data. The future idea of utility is to combine the VinegarScan tool with a portable UV-vis device that could be used by control bodies of the wine vinegar industry to achieve a clear differentiation from their competitors to avoid fraud.
Fil: Ríos Reina, Rocío. Consejo Superior de Investigaciones Científicas; España. Universidad de Sevilla; España
Fil: Caballero, Daniel. Universidad de Extremadura; España
Fil: Azcarate, Silvana Mariela. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Ciencias de la Tierra y Ambientales de La Pampa. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Instituto de Ciencias de la Tierra y Ambientales de La Pampa; Argentina
Fil: García González, Diego L.. Consejo Superior de Investigaciones Científicas; España
Fil: Callejón, Raquel M.. Universidad de Sevilla; España
Fil: Amigo, José M.. Universidad del País Vasco; España
Materia
AUTHENTICATION
CLASSIFICATION
SOFTWARE
UV-VIS
WINE VINEGAR
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/183443
Acceder
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network_name_str CONICET Digital (CONICET)
spelling Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegarsRíos Reina, RocíoCaballero, DanielAzcarate, Silvana MarielaGarcía González, Diego L.Callejón, Raquel M.Amigo, José M.AUTHENTICATIONCLASSIFICATIONSOFTWAREUV-VISWINE VINEGARhttps://purl.org/becyt/ford/1.4https://purl.org/becyt/ford/1https://purl.org/becyt/ford/1.2https://purl.org/becyt/ford/1Ultraviolet-visible (UV-vis) spectroscopy has shown successful results in the last few years to characterize and classify wine vinegar according to its quality, particularly those with a protected designation of origin (PDO). Due to these promising results, together with the simplicity, price, speed, portability of this technique and its ability to create robust hierarchical classification models, the objective of this work was the development of a computer tool or software, named VinegarScan, which uses the UV-vis spectra to be able to perform quality control and authentication of wine vinegar in a quick and user-friendly way. This software was based on the open-source GUI created in C++ using several data mining algorithms (e.g., decision trees, classification algorithms) on UV-vis spectra. This software achieved satisfactory prediction results with the available analytical UV-vis data. The future idea of utility is to combine the VinegarScan tool with a portable UV-vis device that could be used by control bodies of the wine vinegar industry to achieve a clear differentiation from their competitors to avoid fraud.Fil: Ríos Reina, Rocío. Consejo Superior de Investigaciones Científicas; España. Universidad de Sevilla; EspañaFil: Caballero, Daniel. Universidad de Extremadura; EspañaFil: Azcarate, Silvana Mariela. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Ciencias de la Tierra y Ambientales de La Pampa. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Instituto de Ciencias de la Tierra y Ambientales de La Pampa; ArgentinaFil: García González, Diego L.. Consejo Superior de Investigaciones Científicas; EspañaFil: Callejón, Raquel M.. Universidad de Sevilla; EspañaFil: Amigo, José M.. Universidad del País Vasco; EspañaMDPI2021-11info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/183443Ríos Reina, Rocío; Caballero, Daniel; Azcarate, Silvana Mariela; García González, Diego L.; Callejón, Raquel M.; et al.; Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars; MDPI; Chemosensors; 9; 11; 11-2021; 1-162227-9040CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.3390/chemosensors9110296info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-10-22T11:39:26Zoai:ri.conicet.gov.ar:11336/183443instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-10-22 11:39:27.285CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
title Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
spellingShingle Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
Ríos Reina, Rocío
AUTHENTICATION
CLASSIFICATION
SOFTWARE
UV-VIS
WINE VINEGAR
title_short Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
title_full Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
title_fullStr Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
title_full_unstemmed Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
title_sort Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
dc.creator.none.fl_str_mv Ríos Reina, Rocío
Caballero, Daniel
Azcarate, Silvana Mariela
García González, Diego L.
Callejón, Raquel M.
Amigo, José M.
author Ríos Reina, Rocío
author_facet Ríos Reina, Rocío
Caballero, Daniel
Azcarate, Silvana Mariela
García González, Diego L.
Callejón, Raquel M.
Amigo, José M.
author_role author
author2 Caballero, Daniel
Azcarate, Silvana Mariela
García González, Diego L.
Callejón, Raquel M.
Amigo, José M.
author2_role author
author
author
author
author
dc.subject.none.fl_str_mv AUTHENTICATION
CLASSIFICATION
SOFTWARE
UV-VIS
WINE VINEGAR
topic AUTHENTICATION
CLASSIFICATION
SOFTWARE
UV-VIS
WINE VINEGAR
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.4
https://purl.org/becyt/ford/1
https://purl.org/becyt/ford/1.2
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Ultraviolet-visible (UV-vis) spectroscopy has shown successful results in the last few years to characterize and classify wine vinegar according to its quality, particularly those with a protected designation of origin (PDO). Due to these promising results, together with the simplicity, price, speed, portability of this technique and its ability to create robust hierarchical classification models, the objective of this work was the development of a computer tool or software, named VinegarScan, which uses the UV-vis spectra to be able to perform quality control and authentication of wine vinegar in a quick and user-friendly way. This software was based on the open-source GUI created in C++ using several data mining algorithms (e.g., decision trees, classification algorithms) on UV-vis spectra. This software achieved satisfactory prediction results with the available analytical UV-vis data. The future idea of utility is to combine the VinegarScan tool with a portable UV-vis device that could be used by control bodies of the wine vinegar industry to achieve a clear differentiation from their competitors to avoid fraud.
Fil: Ríos Reina, Rocío. Consejo Superior de Investigaciones Científicas; España. Universidad de Sevilla; España
Fil: Caballero, Daniel. Universidad de Extremadura; España
Fil: Azcarate, Silvana Mariela. Consejo Nacional de Investigaciones Científicas y Técnicas. Instituto de Ciencias de la Tierra y Ambientales de La Pampa. Universidad Nacional de La Pampa. Facultad de Ciencias Exactas y Naturales. Instituto de Ciencias de la Tierra y Ambientales de La Pampa; Argentina
Fil: García González, Diego L.. Consejo Superior de Investigaciones Científicas; España
Fil: Callejón, Raquel M.. Universidad de Sevilla; España
Fil: Amigo, José M.. Universidad del País Vasco; España
description Ultraviolet-visible (UV-vis) spectroscopy has shown successful results in the last few years to characterize and classify wine vinegar according to its quality, particularly those with a protected designation of origin (PDO). Due to these promising results, together with the simplicity, price, speed, portability of this technique and its ability to create robust hierarchical classification models, the objective of this work was the development of a computer tool or software, named VinegarScan, which uses the UV-vis spectra to be able to perform quality control and authentication of wine vinegar in a quick and user-friendly way. This software was based on the open-source GUI created in C++ using several data mining algorithms (e.g., decision trees, classification algorithms) on UV-vis spectra. This software achieved satisfactory prediction results with the available analytical UV-vis data. The future idea of utility is to combine the VinegarScan tool with a portable UV-vis device that could be used by control bodies of the wine vinegar industry to achieve a clear differentiation from their competitors to avoid fraud.
publishDate 2021
dc.date.none.fl_str_mv 2021-11
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/183443
Ríos Reina, Rocío; Caballero, Daniel; Azcarate, Silvana Mariela; García González, Diego L.; Callejón, Raquel M.; et al.; Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars; MDPI; Chemosensors; 9; 11; 11-2021; 1-16
2227-9040
CONICET Digital
CONICET
url http://hdl.handle.net/11336/183443
identifier_str_mv Ríos Reina, Rocío; Caballero, Daniel; Azcarate, Silvana Mariela; García González, Diego L.; Callejón, Raquel M.; et al.; Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars; MDPI; Chemosensors; 9; 11; 11-2021; 1-16
2227-9040
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.3390/chemosensors9110296
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
_version_ 1846782058859331585
score 12.982451

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