Title of article :
Determination of total volatile basic nitrogen (TVB-N) content and Warner–Bratzler shear force (WBSF) in pork using Fourier transform near infrared (FT-NIR) spectroscopy
Author/Authors :
Cai، نويسنده , , Jianrong and Chen، نويسنده , , Quansheng and Wan، نويسنده , , Xinmin and Zhao، نويسنده , , Jiewen، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Abstract :
Total volatile basic nitrogen (TVB-N) content is one of important index of pork’s freshness, and Warner–Bratzler shear force (WBSF) is seen as the important index of pork’s tenderness. This paper attempted the feasibility to determine TVB-N content and WBSF in pork by Fourier transform near infrared (FT-NIR) spectroscopy. Synergy interval partial least square (SI-PLS) algorithm was performed to calibrate regression model. The number of PLS factors and the number of intervals were optimised simultaneously by cross-validation. The performance of the model was evaluated according to two correlation coefficients (R) in calibration and prediction sets. Experimental results showed that the correlations coefficients in the calibration set (Rc) and prediction set (Rp) were achieved as follows: Rc = 0.8398 and Rp = 0.8084 for TVB-N content model; Rc = 0.7533 and Rp = 0.7041 for WBSF model. The overall results demonstrated that NIR spectroscopy combined with SI-PLS could be utilised to determinate TVB-N content and WBSF in pork.
Keywords :
Warner–Bratzler shear force (WBSF) , FT-NIR spectroscopy , Total volatile basic nitrogen (TVB-N) content , Synergy interval PLS (SI-PLS) , pork
Journal title :
Food Chemistry
Journal title :
Food Chemistry