1. Rapid Analysis of Deoxynivalenol in Durum Wheat by FT-NIR Spectroscopy
- Author
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Annalisa De Girolamo, Salvatore Cervellieri, Angelo Visconti, and Michelangelo Pascale
- Subjects
deoxynivalenol ,FT-NIR ,rapid method ,wheat ,LDA ,PLS ,Medicine - Abstract
Fourier-transform-near infrared (FT-NIR) spectroscopy has been used to develop quantitative and classification models for the prediction of deoxynivalenol (DON) levels in durum wheat samples. Partial least-squares (PLS) regression analysis was used to determine DON in wheat samples in the range of 2,500 µg/kg) (LDA I). A second approach was used to discriminate highly contaminated wheat samples based on three different cut-off limits, namely 1,000 (LDA II), 1,200 (LDA III) and 1,400 µg/kg DON (LDA IV). The overall classification and false compliant rates for the three models were 75%–90% and 3%–7%, respectively, with model LDA IV using a cut-off of 1,400 µg/kg fulfilling the requirement of the European official guidelines for screening methods. These findings confirmed the suitability of FT-NIR to screen a large number of wheat samples for DON contamination and to verify the compliance with EU regulation.
- Published
- 2014
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