Estimation of soluble solids content of intact citrus fruit by Vis/NIR spectroscopy

被引:0
|
作者
Lu Hui-shan [1 ]
Fu Xia-ping [1 ]
Xie Li-juan [1 ]
Ying Yi-bin [1 ]
机构
[1] Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou 310029, Peoples R China
关键词
Vis/NIRS; citrus fruit; SSC; non-destructive; quantitative analysis; NEAR-INFRARED SPECTROSCOPY; INTERNAL QUALITY; NONDESTRUCTIVE DETERMINATION; SUGAR CONTENT; APPLE FRUIT; ACIDITY; PEACHES;
D O I
暂无
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Visible/Near-infrared (Vis/NIR) spectroscopy has become a very popular technique for the non-invasive assessment of intact fruit. The feasibility of using Vis/NIR spectroscopic technology for rapid quantifying soluble solids content (SSC) of citrus fruit was investigated by means of spectral transmittance mode. A total of 110 citrus fruit samples were used to develop the calibration and prediction models. The relationship between actual SSC and Vis/NIRS spectra of citrus fruit samples was analyzed via pricipal component regression (PCR) and partial least squares (PLS) regression method using TQ 6.2 spectral analysis software. Models based on the different spectral pre-processing methods were compared in the present research. Performance of different models was assessed in terms of root mean square errors of prediction (RMSEP) and correlation coefficients (r(2)) of prediction set of samples. The best predictive models feature a RMSEP of 0.538% and correlation coefficient (r(2)) of 0.801 for SSC. The results show that the Vis/NIR transmittance technique is a feasible, accurate and fast method for non-invasive estimation of citrus fruit SSC.
引用
收藏
页码:1727 / 1730
页数:4
相关论文
共 14 条
  • [1] QWIP 2004 - Proceedings of the International Workshop on Quantum Well Infrared Photodetectors - 9-12 August 2004, Kananaskis, Canada - Preface
    Liu, HC
    Gunapala, SD
    Schneider, H
    [J]. INFRARED PHYSICS & TECHNOLOGY, 2005, 47 (1-2) : 1 - 1
  • [2] Liu YD, 2005, SPECTROSC SPECT ANAL, V25, P1793
  • [3] Use of FT-NIR spectrometry in non-invasive measurements of internal quality of 'Fuji' apples
    Liu, YD
    Ying, YB
    [J]. POSTHARVEST BIOLOGY AND TECHNOLOGY, 2005, 37 (01) : 65 - 71
  • [4] Application Fourier transform near infrared spectrometer in rapid estimation of soluble solids content of intact citrus fruits.
    Lu H.S.
    Xu H.R.
    Ying Y.B.
    Fu X.P.
    Yu H.Y.
    Tian H.Q.
    [J]. Journal of Zhejiang University SCIENCE B, 2006, 7 (10): : 794 - 799
  • [5] Lu HS, 2007, SPECTROSC SPECT ANAL, V27, P494
  • [6] Lu R, 2002, APPL ENG AGRIC, V18, P585
  • [7] Lu R, 2001, T ASAE, V44, P1265
  • [8] Transmission measurements on intact apples moving at high speed
    McGlone, VA
    Martinsen, PJ
    [J]. JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2004, 12 (01) : 37 - 43
  • [9] Dry-matter - a better predictor of the post-storage soluble solids in apples?
    McGlone, VA
    Jordan, RB
    Seelye, R
    Clark, CJ
    [J]. POSTHARVEST BIOLOGY AND TECHNOLOGY, 2003, 28 (03) : 431 - 435
  • [10] Temperature compensation for near infrared reflectance measurement of apple fruit soluble solids contents
    Peirs, A
    Scheerlinck, N
    Nicolaï, BM
    [J]. POSTHARVEST BIOLOGY AND TECHNOLOGY, 2003, 30 (03) : 233 - 248