Study of Fluorescence Spectrum for Measurement of Soluble Solids Content in Navel Orange

被引:4
|
作者
Li, Jing [1 ]
Xue, Long [2 ]
Liu, Muhua [1 ]
Wang, Xiao [1 ]
Luo, Chunsheng [1 ]
机构
[1] Jiangxi Agr Univ, Coll Engn, Nanchang 330045, Jiangxi, Peoples R China
[2] East China JiaoTong Univ, Sch Mech & Elect Engn, Nanchang, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Nondestructive detection; Soluble solids content; Fluorescence; Partial least squares; Navel orange; APPLE FRUIT; FIRMNESS;
D O I
10.4028/www.scientific.net/AMR.186.126
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
On-line nondestructive estimation of fruit internal quality greatly benefits the consumer and the fruit industry as a whole because it can ensure the safety and processed product consistency. This research was aimed to build prediction model of soluble solids content (SSC) in navel oranges using ultraviolet lamp induced fluorescence technique. Total 254 navel oranges were separated into the calibration set (170 samples) and prediction set (84 samples). The actual SSC of navel oranges were measured using a digital refratometer. A characteristic wavelength range (385-414nm) was found to build a partial least squares (PLS) model for predicting the SSC in navel oranges. The correlation coefficient (r) between the predicted and actual SSC was 0.9161 and 0.8295 for calibration and prediction set, respectively. The root mean square error of calibration (RMSEC) and prediction (RMSEP) set was 1.0797 and 1.4283, respectively. The results showed that fluorescence spectrum can nondestructively determine SSC in fruit.
引用
收藏
页码:126 / +
页数:2
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