Literature DB >> 29444494

Terahertz time-domain attenuated total reflection spectroscopy applied to the rapid discrimination of the botanical origin of honeys.

Wen Liu1, Yuying Zhang1, Si Yang1, Donghai Han2.   

Abstract

A new technique to identify the floral resources of honeys is demanded. Terahertz time-domain attenuated total reflection spectroscopy combined with chemometrics methods was applied to discriminate different categorizes (Medlar honey, Vitex honey, and Acacia honey). Principal component analysis (PCA), cluster analysis (CA) and partial least squares-discriminant analysis (PLS-DA) have been used to find information of the botanical origins of honeys. Spectral range also was discussed to increase the precision of PLS-DA model. The accuracy of 88.46% for validation set was obtained, using PLS-DA model in 0.5-1.5THz. This work indicated terahertz time-domain attenuated total reflection spectroscopy was an available approach to evaluate the quality of honey rapidly.
Copyright © 2018 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Botanical origin; Honey; PLS-DA; Spectral range selection; Terahertz time-domain system

Mesh:

Year:  2018        PMID: 29444494     DOI: 10.1016/j.saa.2018.02.009

Source DB:  PubMed          Journal:  Spectrochim Acta A Mol Biomol Spectrosc        ISSN: 1386-1425            Impact factor:   4.098


  2 in total

1.  Determination of the Geographical Origin of Coffee Beans Using Terahertz Spectroscopy Combined With Machine Learning Methods.

Authors:  Si Yang; Chenxi Li; Yang Mei; Wen Liu; Rong Liu; Wenliang Chen; Donghai Han; Kexin Xu
Journal:  Front Nutr       Date:  2021-06-17

2.  Fast Classification of Geographical Origins of Honey Based on Laser-Induced Breakdown Spectroscopy and Multivariate Analysis.

Authors:  Zhangfeng Zhao; Lun Chen; Fei Liu; Fei Zhou; Jiyu Peng; Minghua Sun
Journal:  Sensors (Basel)       Date:  2020-03-28       Impact factor: 3.576

  2 in total

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