食品科学 ›› 2011, Vol. 32 ›› Issue (18): 205-208.doi: 10.7506/spkx1002-6630-201118044

• 分析检测 • 上一篇    下一篇

近红外光谱法结合化学计量学用于测定油茶籽油中脂肪酸组成

张菊华,朱向荣,尚雪波,帅 鸣   

  1. 湖南省农业科学院,湖南省食品测试分析中心
  • 出版日期:2011-09-25 发布日期:2011-09-24
  • 基金资助:
    湖南省农业科学院科技创新项目(2009hnnkycx29)

Analysis of Fatty Acid Profile of Camellia Oil by Near-infrared Spectroscopy and Chemometrics

ZHANG Ju-hua,ZHU Xiang-rong,SHANG Xue-bo,SHUAI Ming   

  1. (Hunan Food Test and Analysis Centre, Hunan Academy of Agricultural Sciences, Changsha 410125, China)
  • Online:2011-09-25 Published:2011-09-24

摘要: 选择97个标称纯油茶籽油样品经过皂化、甲酯化后,先经气相色谱分析得到脂肪酸组成相对含量,然后利用透反射模式采集所有样品的近红外光谱,采用偏最小二乘法(partial least squares analysis,PLS)建立油茶籽油的饱和脂肪酸(C16:0+C18:0)、油酸(C18:1)和亚油酸(C18:2)相对含量的校正模型,并将模型用于预测,并对光谱预处理方法进行优化。结果表明:C16:0+C18:0、C18:1和C18:2的交叉验证均方根误差(root mean square error in cross-validation of prediction,REMSECV)分别为0.143、0.448、0.392,预测均方根误差值(root-mean-square error value,RMSEP)分别为0.180、0.598和0.269,上述3种成分预测集相关系数(Rp2)依次分别为0.996、0.999和0.999。近红外光谱法可作为一种快速、无损和准确的方法用于测定油茶籽油的脂肪酸组成,从而鉴别纯油茶籽油的真伪。

关键词: 油茶籽油, 近红外光谱, 化学计量学, 脂肪酸组成, 相对百分含量

Abstract: In the present work, after being saponified and methyl esterified, the fatty acid composition of 97 camellia oil samples was analyzed by gas chromatography. Meanwhile, the near-infrared spectra of all samples were acquired in the transreflection mode. Calibration models for the relative contents of saturated fatty acids (C16:0 + C18:0), oleic acid (C18:1) and linoleic acid (C18:2) were established by partial least-squares regression method were applied. Additionally, the pretreatment of spectra was optimized. The results showed that the root mean square errors of cross-validation (RMSECV) for C16:0 + C18:0, C18:1 and C18:2 were 0.180, 0.598 and 0.269, respectively. The root-mean-square errors of prediction (RMSEP) for C18:0, C18:1 and C18:2 were 0.180, 0.598 and 0.269, respectively. The correlations of determination (Rp2) of the three components were 0.996, 0.999 and 0.999, respectively. These findings indicate that near-infrared spectroscopy can be used to identify the authenticity of camellia oil as a simple, rapid, nondestructive and reliable method for analyzing fatty acid profile.

Key words: camellia oil, near infrared spectroscopy (NIRS), chemometrics, fatty acid composition, relative percentage

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