Artículo
Vinegarscan: A computer tool based on ultraviolet spectroscopy for a rapid authentication of wine vinegars
Ríos Reina, Rocío; Caballero, Daniel; Azcarate, Silvana Mariela
; García González, Diego L.; Callejón, Raquel M.; Amigo, José M.
Fecha de publicación:
11/2021
Editorial:
MDPI
Revista:
Chemosensors
ISSN:
2227-9040
Idioma:
Inglés
Tipo de recurso:
Artículo publicado
Clasificación temática:
Resumen
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.
Palabras clave:
AUTHENTICATION
,
CLASSIFICATION
,
SOFTWARE
,
UV-VIS
,
WINE VINEGAR
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Articulos(INCITAP)
Articulos de INST.D/CS D/L/TIERRA Y AMBIENTALES D/L/PAMPA
Articulos de INST.D/CS D/L/TIERRA Y AMBIENTALES D/L/PAMPA
Citación
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
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