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.

Durum wheat adulteration detection by NIR spectroscopy multivariate calibration / Cocchi, Marina; Durante, Caterina; Foca, Giorgia; Marchetti, Andrea; Tassi, Lorenzo; Ulrici, Alessandro. - In: TALANTA. - ISSN 0039-9140. - STAMPA. - 68:(2006), pp. 1505-1511. [10.1016/j.talanta.2005.08.005]

Durum wheat adulteration detection by NIR spectroscopy multivariate calibration

COCCHI, Marina;DURANTE, Caterina;FOCA, Giorgia;MARCHETTI, Andrea;TASSI, Lorenzo;ULRICI, Alessandro
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.
2006
68
1505
1511
Durum wheat adulteration detection by NIR spectroscopy multivariate calibration / Cocchi, Marina; Durante, Caterina; Foca, Giorgia; Marchetti, Andrea; Tassi, Lorenzo; Ulrici, Alessandro. - In: TALANTA. - ISSN 0039-9140. - STAMPA. - 68:(2006), pp. 1505-1511. [10.1016/j.talanta.2005.08.005]
Cocchi, Marina; Durante, Caterina; Foca, Giorgia; Marchetti, Andrea; Tassi, Lorenzo; Ulrici, Alessandro
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/449679
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