Prediction of Egg Freshness and Albumen Quality Using Visible/Near Infrared Spectroscopy

被引:87
作者
Abdel-Nour, Nicolas [1 ]
Ngadi, Michael [1 ]
Prasher, Shiv [1 ]
Karimi, Yousef [1 ]
机构
[1] McGill Univ, Dept Bioresource Engn, Ste Anne De Bellevue, PQ H9X 3V9, Canada
关键词
Egg freshness; Egg quality; VIS/NIR spectroscopy; Partial least squares; STORAGE; TRANSMISSION; SELECTION;
D O I
10.1007/s11947-009-0265-0
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Important changes occur in egg during storage leading to loss of quality. Prediction of these changes is critical in order to monitor egg quality and freshness. The aim of this research was to evaluate application of visible (VIS) and near infrared (NIR) spectroscopy as a rapid and non-destructive technique for egg quality assessment. Three hundred and sixty intact white-shelled eggs freshly laid by the same flock of hens fed with a standard feed were obtained. They were put under controlled conditions of temperature and humidity (T = 18 A degrees C and RH = 55%) for 16 days of storage. Forty eggs were analyzed at day 0, 2, 4, 6, 8, 10, 12, 14, and 16. Transmission spectral data was obtained in the range from 350 to 2,500 nm. The non-destructive spectral data was compared to egg sample's Haugh unit (HU) and albumen pH in terms of quality and to the number of storage days in terms of freshness. A partial least squares predictive model was developed and used to link the destructive assessment methods and the number of storage days with the spectral data. The correlation coefficient between the measured and predicted values of HU, albumen pH, and number of storage days were up to 0.94, R (2) was up to 0.90 and the root mean square error values for the validation were 5.05, 0.06, and 1.65, respectively. These results showed that VIS/NIR transmission spectroscopy is a good tool for assessment of egg freshness and albumen pH and can be used as a non-destructive method for the prediction of HU, albumen pH, and number of storage days. In addition, the relevant information about these parameters was in the VIS and NIR ranging from 411 to 1,729 nm.
引用
收藏
页码:731 / 736
页数:6
相关论文
共 23 条
[1]  
Abdel-Nour N., 2009, International Journal of Poultry Science, V8, P170, DOI DOI 10.3923/ijps.2009.170.178
[2]  
Berardinelli A, 2005, T ASAE, V48, P1423, DOI 10.13031/2013.19167
[3]  
BIRTH GS, 1985, J AM SOC HORTIC SCI, V110, P297
[4]  
*CAMO SOFTW AS, 2007, UNSCR US GUID VER 9
[5]   Spectral regions selection to improve prediction ability of PLS models by changeable size moving window partial least squares and searching combination moving window partial least squares [J].
Du, YP ;
Liang, YZ ;
Jiang, JH ;
Berry, RJ ;
Ozaki, Y .
ANALYTICA CHIMICA ACTA, 2004, 501 (02) :183-191
[6]   Non-destructive egg freshness determination: an electronic nose based approach [J].
Dutta, R ;
Hines, EL ;
Gardner, JW ;
Udrea, DD ;
Boilot, P .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2003, 14 (02) :190-198
[7]  
Fila G., 2003, European Journal of Agronomy, V18, P269
[8]   Non-destructive measurement of acidity, soluble solids and firmness of Satsuma mandarin using Vis/NIR-spectroscopy techniques [J].
Gomez, Antihus Hernandez ;
He, Yong ;
Pereira, Annia Garcia .
JOURNAL OF FOOD ENGINEERING, 2006, 77 (02) :313-319
[9]  
Haugh R.R., 1937, US Egg and Poultry Magazine, V43, P552
[10]  
*IRENE, 2003, INT RES EV NUM EST V