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衰减全反射红外光谱(ATR-IR)、拉曼光谱、串联ATR-IR与拉曼光谱用于测定黄酒总抗氧化能力和总酚含量的比较

Comparison between ATR-IR, Raman, concatenated ATR-IR and Raman spectroscopy for the determination of total antioxidant capacity and total phenolic content of Chinese rice wine.

作者信息

Wu Zhengzong, Xu Enbo, Long Jie, Pan Xiaowei, Xu Xueming, Jin Zhengyu, Jiao Aiquan

机构信息

The State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi 214122, China; Synergetic Innovation Center of Food Safety and Nutrition, Jiangnan University, 1800 Lihu Road, Wuxi 214122, China.

The State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University, 1800 Lihu Road, Wuxi 214122, China.

出版信息

Food Chem. 2016 Mar 1;194:671-9. doi: 10.1016/j.foodchem.2015.08.071. Epub 2015 Aug 20.

Abstract

The application of attenuated total reflectance infrared spectroscopy (ATR-IR), Raman spectroscopy (RS) and combination of ATR-IR and RS for measurements of total antioxidant capacity (TAC) and total phenolic content (TPC) of Chinese rice wine (CRW) were investigated in this study. Synergy interval partial least-squares (SiPLS), support vector machine (SVM) and principal component analysis (PCA) were applied to process the merged data from two individual instruments. It was observed that the performances of models based on the RS spectra were better than those based on the ATR-IR spectra. In addition, SVM models based on the efficient information extracted from ATR-IR and RS spectra were superior to PLS models based on the same information and PLS models based on ATR-IR or RS spectra. The overall results demonstrated that integrating ATR-IR and RS was possible and could improve the prediction accuracy of TAC and TPC in CRWs.

摘要

本研究考察了衰减全反射红外光谱(ATR-IR)、拉曼光谱(RS)以及ATR-IR与RS联用技术用于测定黄酒(CRW)总抗氧化能力(TAC)和总酚含量(TPC)的情况。采用协同区间偏最小二乘法(SiPLS)、支持向量机(SVM)和主成分分析(PCA)对两种仪器的合并数据进行处理。结果表明,基于RS光谱的模型性能优于基于ATR-IR光谱的模型。此外,基于从ATR-IR和RS光谱中提取的有效信息构建的SVM模型优于基于相同信息的PLS模型以及基于ATR-IR或RS光谱的PLS模型。总体结果表明,将ATR-IR和RS联用是可行的,且能提高黄酒中TAC和TPC的预测准确性。

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