| Literature DB >> 29444494 |
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.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