光谱学与光谱分析 |
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Identification of Rapeseed Varieties by Infrared Spectroscopy Combined with Spectral Retrieval |
LIU Fei1, YANG Chun-yan1, LIU Gang2* |
1. Department of Physics, Yuxi Normal University, Yuxi 653100, China 2. Department of Physics, Yunnan Normal University, Kunming 650092, China |
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Abstract The infrared spectra of 75 samples of 15 rapeseed varieties were obtained by means of Fourier transform infrared (FTIR) spectroscopy technique. The results show that the infrared spectra of the samples are very similar. By the spectral professional software Omnic8.0, two spectral databases were constructed. Lib01 includes the average spectra of 9 samples from Yunnan, while Lib02 is constructed from the average spectra of all 15 varieties. The correlation search and the squared differential difference retrieval of the spectra of Yunnan samples were performed with the spectral database Lib01 in full spectrum range, respectively. The obtained matching values reflect that the samples have the closest correlation with each other only within the same species, with the correct rate of 77.8% for the correlation search, and that of 82.2% for the latter. The squared differential difference retrieval for the 15 sample spectra was carried out with Lib02 in full spectral range and in the specified range of 1 700~950 cm-1, yielding correct rate of 82.7% and 90.6% respectively. These results show that FTIR combined with the spectral retrieval method can identify the different varieties of rapeseed, and the squared differential difference retrieval in the specified spectral range is a more effective and simple way for distinguishing different varieties of rapeseed.
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Received: 2013-02-24
Accepted: 2013-04-26
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Corresponding Authors:
LIU Gang
E-mail: gliu66@163.com
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[1] WANG Xue-jun, XIONG Xing-hua, GUAN Chun-yun(王学军,熊兴华,官春云). Crop Research(作物研究), 2010, 24(1): 99. [2] ZHI Wen-liang, XIN Xiao-yang, CUI Jian-min, et al(智文良,信晓阳,崔建民, 等). Chinese Journal of Oil Crop Sciences(中国油料作物学报), 2012, 34(3): 305. [3] SUN Su-qin, ZHOU Qun, QIN Zhu(孙素琴,周 群,秦 竹). Atlas of Two-Dimensional Correlation Infrared Spectroscopy for Tradi-tional Chinese Medicine Identification(中药二维相关红外光谱鉴定图集). Beijing: Chemical Industry Press(北京:化学工业出版社), 2003. [4] FAN Lu, WANG Mei-mei, YANG Hong-wei, et al(范 璐, 王美美, 杨红卫, 等). Chinese Journal of Analytical Chemistry(分析化学研究简报), 2007, 35(3): 390. [5] YU Xiu-zhu, DU Shuang-kui, WANG Qing-lin, et al(于修烛, 杜双奎, 王青林, 等). Journal of the Chinese Cereals and Oils Association(中国粮油学报), 2009, 24(1): 129. [6] LI Zhi-yong, LIU Gang, LI Lun, et al(李志勇,刘 刚, 李 伦, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2012, 32(5): 1217. [7] Tarantilisa P A, Troianou V E, Pappas C S, et al. Food Chemistry, 2008, 111: 192. [8] Ivleva N P, Niessner R, Panne U. Analytical and Bioanalytical Chemistry, 2005, 381: 261. [9] WU Jin-guang(吴瑾光). The techniques and Application of Modern Fourier Transform Infrared spectroscopy(近代傅里叶变换红外光谱技术及应用). Beijing: Literature Press of Science and Technology(北京:科学技术文献出版社), 1994. 654.
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