Multivariate analyses of UV-Vis absorption spectral data from cachaca wood extracts: a model to classify aged Brazilian cachacas according to the wood species used


Autoria(s): Silva, Alexandre Ataide da; De Keukeleire, Denis; Rodrigues, Daniel Cardoso; Franco, Douglas Wagner
Contribuinte(s)

UNIVERSIDADE DE SÃO PAULO

Data(s)

06/11/2013

06/11/2013

2012

Resumo

Multivariate analyses of UV-Vis spectral data from cachaca wood extracts provide a simple and robust model to classify aged Brazilian cachacas according to the wood species used in the maturation barrels. The model is based on inspection of 93 extracts of oak and different Brazilian wood species by a non-aged cachaca used as an extraction solvent. Application of PCA (Principal Components Analysis) and HCA (Hierarchical Cluster Analysis) leads to identification of 6 clusters of cachaca wood extracts (amburana, amendoim, balsamo, castanheira, jatoba, and oak). LDA (Linear Discriminant Analysis) affords classification of 10 different wood species used in the cachaca extracts (amburana, amendoim, balsamo, cabreuva-parda, canela-sassafras, castanheira, jatoba, jequitiba-rosa, louro-canela, and oak) with an accuracy ranging from 80% (amendoim and castanheira) to 100% (balsamo and jequitiba-rosa). The methodology provides a low-cost alternative to methods based on liquid chromatography and mass spectrometry to classify cachacas aged in barrels that are composed of different wood species.

FAPESP

CAPES

CNPq

Identificador

ANALYTICAL METHODS, CAMBRIDGE, v. 4, n. 3, supl. 2, Part 3, pp. 642-646, MAR, 2012

1759-9660

http://www.producao.usp.br/handle/BDPI/42600

10.1039/c2ay05670d

http://dx.doi.org/10.1039/c2ay05670d

Idioma(s)

eng

Publicador

ROYAL SOC CHEMISTRY

CAMBRIDGE

Relação

ANALYTICAL METHODS

Direitos

openAccess

Copyright ROYAL SOC CHEMISTRY

Palavras-Chave #OAK WOOD #PHENOLIC-COMPOUNDS #SUGARCANE SPIRIT #RED WINE #MATURATION #SPECTROMETRY #FRENCH #CHEMISTRY, ANALYTICAL #FOOD SCIENCE & TECHNOLOGY #SPECTROSCOPY
Tipo

article

original article

publishedVersion