Nondestructive measurement of the internal quality of bayberry juice using Vis/NIR spectroscopy

被引:66
作者
Shao, Yongni [1 ]
He, Yong [1 ]
机构
[1] Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Peoples R China
基金
中国国家自然科学基金; 高等学校博士学科点专项科研基金;
关键词
Vis/NIR spectroscopy; PLS; bayberry juice; SSC; acidity (pH); sensitive wavelengths;
D O I
10.1016/j.jfoodeng.2006.04.006
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
A nondestructive optical method for determining the internal quality of bayberry juice was investigated. Two types of preprocessing were used before the data were analyzed with multivariate calibration methods of PLS. Spectral data set as the logarithms of the reflectance reciprocal (absorbance (log1/R)) were analyzed to build a best model for predicting the SSC and acidity (pH) of bayberry juice. A model with a regression coefficient of 0.85, a standard error of prediction (SEP) of 0.40 g/100 ml and a bias of -0.14 for SSC and 0.92, 0.19 g/100 ml, -0.05 for acidity showed an excellent prediction performance. At the same time, the sensitive wavelengths corresponding to the SSC and acidity of bayberry juices or some element at a certain band were proposed on the basis of regression coefficients by PLS. The results show that using Vis/NIRS technique to fast and nondestructive detection the internal quality of bayberry juices was feasible. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1015 / 1019
页数:5
相关论文
共 25 条
[1]   Application of near-infrared reflectance spectroscopy in the determination of major components in taramosalata [J].
Adamopoulos, KG ;
Goula, AM .
JOURNAL OF FOOD ENGINEERING, 2004, 63 (02) :199-207
[2]   Improvement of predicting precision of oil content in instant noodles by using wavelet transforms to treat near-infrared spectroscopy [J].
Chen, B ;
Fu, XG ;
Lu, DL .
JOURNAL OF FOOD ENGINEERING, 2002, 53 (04) :373-376
[3]   NIR spectroscopy:: a useful tool for rapid monitoring of processed cheeses manufacture [J].
Curda, L ;
Kukacková, O .
JOURNAL OF FOOD ENGINEERING, 2004, 61 (04) :557-560
[4]  
DULL GG, 1992, T ASAE, V35, P735
[5]   Application of wavelet transforms to improve prediction precision of near infrared spectra [J].
Fu, XG ;
Yan, GZ ;
Chen, B ;
Li, HB .
JOURNAL OF FOOD ENGINEERING, 2005, 69 (04) :461-466
[6]   The impact of variable selection on the modelling of oestrogenicity [J].
Ghafourian, T ;
Cronin, MTD .
SAR AND QSAR IN ENVIRONMENTAL RESEARCH, 2005, 16 (1-2) :171-190
[7]   PARTIAL LEAST-SQUARES METHODS FOR SPECTRAL ANALYSES .1. RELATION TO OTHER QUANTITATIVE CALIBRATION METHODS AND THE EXTRACTION OF QUALITATIVE INFORMATION [J].
HAALAND, DM ;
THOMAS, EV .
ANALYTICAL CHEMISTRY, 1988, 60 (11) :1193-1202
[8]  
He Y, 2005, LECT NOTES ARTIF INT, V3809, P1053
[9]  
He Y, 2005, LECT NOTES COMPUT SC, V3644, P859
[10]  
HE YDF, 1998, ANAL BASIC APPL NEAR, P354