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投稿时间:2017-03-08
投稿时间:2017-03-08
中文摘要: 为建立小米产地溯源的快速检测技术,更好的维护地方名优小米品牌效益,试验利用近红外漫反射光谱技 术对不同状态小米进行产地溯源鉴别,试验分别选取来自肇源和肇州两个小米主产区的 144 份小米样品,应用近红 外漫反射光谱技术结合化学计量学对不同状态下的小米进行产地溯源研究,结果表明:在全波长范围内采用因子化 法建立的定性分析模型和在特征波段范围内采用偏最小二乘法(PLS)建立的定量分析模型,对肇源、肇州两个小米 主产区的小米籽粒和小米粉末的正确鉴别率均在 90 %以上, 其中小米粉末的模型正确预测率要高于小米籽粒。因 此,应用近红外漫反射光谱技术对不同状态小米产地溯源的鉴别具有一定的可行性。
中文关键词: 近红外漫反射光谱技术 小米 因子化法 偏最小二乘法(PLS) 产地溯源
Abstract:In order to establish a millet origin of the rapid detection technology, better maintenance of local fa- mous millet brand benefits, near infrared diffuse reflectance spectroscopy was used to identify the origin of mil- let in different states. A total of 144 millet samples from the main producing areas of Zhaoyuan and Zhaozhou were selected, and the near infrared diffuse reflectance spectroscopy combined with stoichiometry was used to study the origin of millet in different states. The results showed that the qualitative analysis model established by the factorization method in the whole wavelength range and the quantitative analysis model established by partial least squares(PLS)in the characteristic band range, and the correct identification rate of millet kernel and mil- let powder in Zhaoyuan and Zhaozhou two millet main producing areas was above 90 %, and the correct predic- tion rate of millet powder model was higher than that of millet kernel. Therefore, the application of near infrared diffuse reflectance spectroscopy to the different status of millet origin traceability of the rapid identification of a certain feasibility.
keywords: near infrared diffuse reflectance spectroscopy millet factorization method partial least squares (PLS) origin traceability
文章编号:201711030 中图分类号: 文献标志码:A
基金项目:黑龙江省教育厅科学技术研究项目资助(12541576);黑龙 江省垦区科研项目(HKN125B-13-02);黑龙江省高等学校科技创新 团队建设计划项目(2014TD006);黑龙江省应用技术研究与开发计 划项目(GA14B104)
Author Name | Affiliation |
SONG Xue-jian, QIAN Li-li, ZHOU Yi, YU Guo, YU Jin-chi, ZHANG Dong-jie* | College of Food Science, Heilongjiang Bayi Agricultural University, Daqing 163319, Heilongjiang, China |
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