Abstract: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 (r2) of prediction set of samples. The best predictive models feature a RMSEP of 0.538% and correlation coefficient (r2) 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.
陆辉山,傅霞萍,谢丽娟,应义斌*. 可见/近红外光估测完整柑橘水果可溶性固形物含量的研究[J]. 光谱学与光谱分析, 2007, 27(09): 1727-1730.
LU Hui-shan, FU Xia-ping, XIE Li-juan, YING Yi-bin*. Estimation of Soluble Solids Content of Intact Citrus Fruit by Vis/NIR Spectroscopy. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2007, 27(09): 1727-1730.
[1] Slaughter D. Transactions of the American Society of Agricultural Engineers(ASAE), 1995, 38(2): 617. [2] Ying Y, Liu Y, Wang J. Transactions American Society of Agricultural Engineers(ASAE), 2005, 48(1): 229. [3] Lu R, Ariana D. Applied Engineering in Agriculture, 2002, 18(5): 585. [4] LIU Yan-de, YING Yi-bin, FU Xia-ping(刘燕德, 应义斌, 傅霞萍). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2005, 25(11): 1793. [5] Liu Y, Ying Y. Postharvest Biology and Technology, 2005, 37: 65. [6] Ying Y, Liu Y, Tao Y. Applied Optics, 2005, 44(25): 5224. [7] Peirs A. Postharvest Biology and Technology, 2003, 30: 233. [8] McGlone V. Postharvest Biology and Technology, 2003, 28: 431. [9] McGlone V. J. Near Infrared Spectrosc., 2004, 12: 37. [10] Liu Y, Ying Y. Journal of Optical Engineering, 2005, 47(7): 1. [11] Lu R. Transactions of the American Society of Agricultural Engineers(ASAE), 2001, 44(5): 1265. [12] Slaughter D, Thompson J, Tan E. Postharvest Biology and Technology, 2003, 28: 437. [13] LU Hui-shan, et al(陆辉山,等). J. of Zhejiang University·Science(浙江大学学报·科学版), 2006, 7(10): 794. [14] LU Hui-shan, YING Yi-bin, FU Xia-ping, et al(陆辉山,应义斌,傅霞萍,等). Spectroscopy and Spectral Analysis(光谱学与光谱分析),2007:27(3):494.