Literature DB >> 24128548

Chilean flour and wheat grain: tracing their origin using near infrared spectroscopy and chemometrics.

Ma Inmaculada González-Martín1, Guillermo Wells Moncada, Claudio González-Pérez, Nelson Zapata San Martín, Fernando López-González, Iris Lobos Ortega, Jose-Miguel Hernández-Hierro.   

Abstract

Instrumental techniques such a near-infrared spectroscopy (NIRS) are used in industry to monitor and establish product composition and quality. As occurs with other food industries, the Chilean flour industry needs simple, rapid techniques to objectively assess the origin of different products, which is often related to their quality. In this sense, NIRS has been used in combination with chemometric methods to predict the geographic origin of wheat grain and flour samples produced in different regions of Chile. Here, the spectral data obtained with NIRS were analysed using a supervised pattern recognition method, Discriminat Partial Least Squares (DPLS). The method correctly classified 76% of the wheat grain samples and between 90% and 96% of the flour samples according to their geographic origin. The results show that NIRS, together with chemometric methods, provides a rapid tool for the classification of wheat grain and flour samples according to their geographic origin.
Copyright © 2013 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Chemometrics; Flour; Geographical origin; Near-infrared spectroscopy; Wheat

Mesh:

Year:  2013        PMID: 24128548     DOI: 10.1016/j.foodchem.2013.08.103

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  5 in total

Review 1.  A Review of the Discriminant Analysis Methods for Food Quality Based on Near-Infrared Spectroscopy and Pattern Recognition.

Authors:  Jian Zeng; Yuan Guo; Yanqing Han; Zhanming Li; Zhixin Yang; Qinqin Chai; Wu Wang; Yuyu Zhang; Caili Fu
Journal:  Molecules       Date:  2021-02-01       Impact factor: 4.411

Review 2.  Application of near-infrared spectroscopy for the nondestructive analysis of wheat flour: A review.

Authors:  Shun Zhang; Shuliang Liu; Li Shen; Shujuan Chen; Li He; Aiping Liu
Journal:  Curr Res Food Sci       Date:  2022-08-23

3.  Quality Degradation of Chinese White Lotus Seeds Caused by Dampening during Processing and Storage: Rapid and Nondestructive Discrimination Using Near-Infrared Spectroscopy.

Authors:  Lu Xu; Hai-Yan Fu; Chen-Bo Cai; Yuan-Bin She
Journal:  J Anal Methods Chem       Date:  2015-06-28       Impact factor: 2.193

4.  The Effect of Light Intensity, Sensor Height, and Spectral Pre-Processing Methods when using NIR Spectroscopy to Identify Different Allergen-Containing Powdered Foods.

Authors:  Ahmed Rady; Joel Fischer; Stuart Reeves; Brian Logan; Nicholas James Watson
Journal:  Sensors (Basel)       Date:  2019-12-31       Impact factor: 3.576

5.  Tracing the Geographical Origin of Durum Wheat by FT-NIR Spectroscopy.

Authors:  Annalisa De Girolamo; Marina Cortese; Salvatore Cervellieri; Vincenzo Lippolis; Michelangelo Pascale; Antonio Francesco Logrieco; Michele Suman
Journal:  Foods       Date:  2019-10-02
  5 in total

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