Title of article :
Durum wheat adulteration detection by NIR spectroscopy multivariate calibration
Author/Authors :
Cocchi، نويسنده , , Marina and Durante، نويسنده , , Caterina and Foca، نويسنده , , Giorgia and Marchetti، نويسنده , , Andrea and Tassi، نويسنده , , Lorenzo and Ulrici، نويسنده , , Alessandro، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2006
Abstract :
In the present work, we explored the possibility of using near-infrared spectroscopy in order to quantify the degree of adulteration of durum wheat flour with common bread wheat flour. The multivariate calibration techniques adopted to this aim were PLS and a wavelet-based calibration algorithm, recently developed by some of us, called WILMA. Both techniques provided satisfactory results, the percentage of adulterant present in the samples being quantified with an uncertainty lower than that associated to the Italian official method. In particular the WILMA algorithm, by performing feature selection, allowed the signal pretreatment to be avoided and obtaining more parsimonious models.
Keywords :
NIR spectroscopy , PLS , WILMA , wavelet transform , Durum wheat adulteration , Multivariate calibration