Tracing Geographical Origins of Teas Based on FT-NIR Spectroscopy: Introduction of Model Updating and Imbalanced Data Handling Approaches

This work presents a reliable approach to trace teas’ geographical origins despite changes in teas caused by different harvest years. A total of 1447 tea samples collected from various areas in 2014 (660 samples) and 2015 (787 samples) were detected by FT-NIR. Seven classifiers trained on the 2014 d...

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Bibliographic Details
Main Authors: Xue-Zhen Hong, Xian-Shu Fu, Zheng-Liang Wang, Li Zhang, Xiao-Ping Yu, Zi-Hong Ye
Format: Article
Language:English
Published: Wiley 2019-01-01
Series:Journal of Analytical Methods in Chemistry
Online Access:http://dx.doi.org/10.1155/2019/1537568
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