不同预处理方法对二维相关谱的影响研究Ⅰ——标准化方法

天津农学院学报 ›› 2015, Vol. 22 ›› Issue (4): 13-16.

不同预处理方法对二维相关谱的影响研究Ⅰ——标准化方法

孙雪杉, 杨仁杰^*, 杨延荣, 董桂梅, 董晋峰, 单慧勇

天津农学院工程技术学院,天津 300384

收稿日期:2015-03-30 发布日期:2015-12-31
通讯作者: 天津市自然科学基金项目“基于二维相关荧光谱土壤中PAHs信息提取及检测方法研究”（14JCYBJC30400）; 天津市高等学校科技发展基金项目“基于三维荧光光谱的土壤中多环芳烃检测方法研究”（20140621）; 国家自然科学基金项目“基于二维相关谱掺伪牛奶检测方法研究”（31201359）
作者简介:孙雪杉（1992-）,女,内蒙包头人,硕士在读,研究方向为光谱检测技术及应用研究。E-mail：xssun1992@163.com。
基金资助:
杨仁杰（1978-）,男,山西运城人,副教授,博士,主要从事光谱检测技术与应用研究。E-mail：rjyang1978@163.com。

Effects of Different Pretreatment Methods on Two-dimensional Correlation SpectroscopyⅠ: Normalization Method

SUN Xue-shan, YANG Ren-jie^*, YANG Yan-rong, DONG Gui-mei,DONG Jin-feng, SHAN Hui-yong

College of Engineering and Technology, Tianjin Agricultural University, Tianjin 300384, China

Received:2015-03-30 Published:2015-12-31

摘要/Abstract

摘要： 相对一维光谱而言,二维相关谱技术具有较高的光谱分辨率,适合于相似样品的判别分析。由于二维相关谱是建立在一维光谱相关计算的基础上,因此一维谱上的噪声和虚假信息都会引起二维相关谱的变化,产生一些虚假的相关峰,特别是在对复杂生物体系进行分析时,这些虚假信息使得二维相关谱无法对待测物质的信息进行有效提取。本文依照朗伯-比尔定律,采用计算机模拟数据的方法,建立了二组分不重叠峰和重叠峰的光谱模型,研究了不同标准化方法对二维相关谱的影响,并进行了对比、分析。结果表明：无论分析体系中的特征峰是否重叠,选择合适的标准化方法进行预处理都非常重要,这既可有效地消除虚假的相关信息,又可充分提取待测物质的特征信息。

关键词: 二维相关谱, 预处理方法, 标准化方法, 特征信息

Abstract: Compared wifh one-dimensional（1D）spectroscopy, two-dimensional（2D）correlation spectroscopy technology is of higher spectral resolution, which is suitable for the discriminant analysis of the similar samples. Since 2D correlation spectroscopy is calculated on the basis of the one-dimensional spectra, noise and false information on the 1D spectrum can all result in the change of the 2D correlation spectrum, which consequently generates some false correlation peaks. Due to these false information, especially for the analysis of complex biological system, it is difficult to extract useful information using 2D correlation spectroscopy. According to the Beer-Lambert law, two components spectral models are built without and with overlapped peaks using simulated spectra. The influences of different normalization methods on 2D correlation spectroscopy are studied. The results show that whether the characteristic peaks in analysis system are overlapped, the appropriate normalization method not only can effectively eliminate the false information, but also can be sufficient to extract the feature information of the material under test.

中图分类号:

O657.33

孙雪杉, 杨仁杰, 杨延荣, 董桂梅, 董晋峰, 单慧勇. 不同预处理方法对二维相关谱的影响研究Ⅰ——标准化方法[J]. 天津农学院学报, 2015, 22(4): 13-16.

SUN Xue-shan, YANG Ren-jie, YANG Yan-rong, DONG Gui-mei,DONG Jin-feng, SHAN Hui-yong. Effects of Different Pretreatment Methods on Two-dimensional Correlation SpectroscopyⅠ: Normalization Method[J]. Journal of Tianjin Agricultural University, 2015, 22(4): 13-16.

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链接本文: http://xuebao.tjau.edu.cn/CN/

http://xuebao.tjau.edu.cn/CN/Y2015/V22/I4/13

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