Discriminant Analysis of Geographical Origin of Cork Planks and Stoppers by Near Infrared Spectroscopy

Gonzalez Adrados, Jose Ramon; Prades, Cristina; Gómez Sánchez, Isabel y Garcia-Olmo, Juan (2012). Discriminant Analysis of Geographical Origin of Cork Planks and Stoppers by Near Infrared Spectroscopy. "Journal of Wood Chemistry And Technology" (n. 32); pp. 54-70. ISSN 0277-3813. https://doi.org/10.1080/02773813.2011.599697.

Descripción

Título: Discriminant Analysis of Geographical Origin of Cork Planks and Stoppers by Near Infrared Spectroscopy
Autor/es:
  • Gonzalez Adrados, Jose Ramon
  • Prades, Cristina
  • Gómez Sánchez, Isabel
  • Garcia-Olmo, Juan
Tipo de Documento: Artículo
Título de Revista/Publicación: Journal of Wood Chemistry And Technology
Fecha: 2012
Materias:
Escuela: E.T.S.I. Montes (UPM) [antigua denominación]
Departamento: Ingeniería Forestal [hasta 2014]
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

The objective of this study was to assess the potential of visible and near infrared spectroscopy (VIS+NIRS) combined with multivariate analysis for identifying the geographical origin of cork. The study was carried out on cork planks and natural cork stoppers from the most representative cork-producing areas in the world. Two training sets of international and national cork planks were studied. The first set comprised a total of 479 samples from Morocco, Portugal, and Spain, while the second set comprised a total of 179 samples from the Spanish regions of Andalusia, Catalonia, and Extremadura. A training set of 90 cork stoppers from Andalusia and Catalonia was also studied. Original spectroscopic data were obtained for the transverse sections of the cork planks and for the body and top of the cork stoppers by means of a 6500 Foss-NIRSystems SY II spectrophotometer using a fiber optic probe. Remote reflectance was employed in the wavelength range of 400 to 2500 nm. After analyzing the spectroscopic data, discriminant models were obtained by means of partial least square (PLS) with 70% of the samples. The best models were then validated using 30% of the remaining samples. At least 98% of the international cork plank samples and 95% of the national samples were correctly classified in the calibration and validation stage. The best model for the cork stoppers was obtained for the top of the stoppers, with at least 90% of the samples being correctly classified. The results demonstrate the potential of VIS + NIRS technology as a rapid and accurate method for predicting the geographical origin of cork plank and stoppers

Más información

ID de Registro: 16121
Identificador DC: http://oa.upm.es/16121/
Identificador OAI: oai:oa.upm.es:16121
Identificador DOI: 10.1080/02773813.2011.599697
Depositado por: Memoria Investigacion
Depositado el: 10 Mar 2014 12:31
Ultima Modificación: 21 Abr 2016 16:27
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