Preliminary study on classification of rice and detection of paraffin in the adulterated samples by Raman spectroscopy combined with multivariate analysis

被引:57
作者
Feng, Xinwei [1 ]
Zhang, Qinghua [1 ]
Cong, Peisheng [1 ]
Zhu, Zhongliang [1 ]
机构
[1] Tongji Univ, Dept Chem, Shanghai 200092, Peoples R China
关键词
Raman spectroscopy; Rice; Multivariate data analysis; Geographical origin; Adulteration; NEAR-INFRARED SPECTROSCOPY; VIRGIN OLIVE OILS; VEGETABLE-OILS; GEOGRAPHICAL ORIGINS; CHEMOMETRIC ANALYSIS; FRUIT-QUALITY; SPECTRA; DISCRIMINATION; NIR; FLUORESCENCE;
D O I
10.1016/j.talanta.2013.05.072
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Rice has played an important role in staple food supply of over approximately one-half of the world population. In this study, Raman spectroscopy and several multivariate data analysis methods were applied for discrimination of rice samples from different districts of China. A total of 42 samples were examined. It is shown that the representative Raman spectra in each group are different according to geographical origin after baseline correction to enhance spectral features. Moreover, adulteration of rice is a serious problem for consumers. In addition to the obvious effect on producer profits, adulteration can also cause severe health and safety problems. Paraffin was added to give the rice a desirable translucent appearance and increase its marketability. Detection of paraffin in the adulterated rice samples was preliminarily investigated as well. The results showed that Raman spectroscopy data with chemometric techniques can be applied to rapid detecting rice adulteration with paraffin. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:548 / 555
页数:8
相关论文
共 57 条
[11]   Gasoline classification using near infrared (NIR) spectroscopy data: Comparison of multivariate techniques [J].
Balabin, Roman M. ;
Safieva, Ravilya Z. ;
Lomakina, Ekaterina I. .
ANALYTICA CHIMICA ACTA, 2010, 671 (1-2) :27-35
[12]   STANDARD NORMAL VARIATE TRANSFORMATION AND DE-TRENDING OF NEAR-INFRARED DIFFUSE REFLECTANCE SPECTRA [J].
BARNES, RJ ;
DHANOA, MS ;
LISTER, SJ .
APPLIED SPECTROSCOPY, 1989, 43 (05) :772-777
[13]  
Beebe K.R., 1998, CHEMOMETRICS PRACTIC
[14]   Chemometrical strategies for feature selection and data compression applied to NIR and MIR spectra of extra virgin olive oils for cultivar identification [J].
Casale, Monica ;
Sinelli, Nicoletta ;
Oliveri, Paolo ;
Di Egidio, Valentina ;
Lanteri, Silvia .
TALANTA, 2010, 80 (05) :1832-1837
[15]   Determination of Chinese honey adulterated with high fructose corn syrup by near infrared spectroscopy [J].
Chen, Lanzhen ;
Xue, Xiaofeng ;
Ye, Zhihua ;
Zhou, Jinghui ;
Chen, Fang ;
Zhao, Jing .
FOOD CHEMISTRY, 2011, 128 (04) :1110-1114
[16]   Effectiveness of determinations of fatty acids and triglycerides for the detection of adulteration of olive oils with vegetable oils [J].
Christopoulou, E ;
Lazaraki, M ;
Komaitis, M ;
Kaselimis, K .
FOOD CHEMISTRY, 2004, 84 (03) :463-474
[17]   Raman spectroscopic method for the determination of medroxyprogesterone acetate in a pharmaceutical suspension: validation of quantifying abilities, uncertainty assessment and comparison with the high performance liquid chromatography reference method [J].
De Beer, T. R. M. ;
Baeyens, W. R. G. ;
Vermeire, A. ;
Broes, D. ;
Remon, J. P. ;
Vervaet, C. .
ANALYTICA CHIMICA ACTA, 2007, 589 (02) :192-199
[18]   Achievements in resonance Raman spectroscopy review of a technique with a distinct analytical chemistry potential [J].
Efremov, Eutim V. ;
Ariese, Freek ;
Gooijer, Cees .
ANALYTICA CHIMICA ACTA, 2008, 606 (02) :119-134
[19]  
[冯昕韡 Feng Xinwei], 2009, [计算机与应用化学, Computers and Applied Chemistry], V26, P759
[20]   DISCRIMINATORY ANALYSIS - NONPARAMETRIC DISCRIMINATION - CONSISTENCY PROPERTIES [J].
FIX, E ;
HODGES, JL .
INTERNATIONAL STATISTICAL REVIEW, 1989, 57 (03) :238-247