| Literature DB >> 27006019 |
Hongming Zhang1, Taixia Wu1, Lifu Zhang2, Peng Zhang1.
Abstract
We fabricated a visible-near-infrared (Vis-NIR) portable field imaging spectrometer with a prism-grating-prism element and a scanning mirror. The developed Vis-NIR imaging spectrometer, consisting of an INFINITY 3-1 detector and a V10E spectrometer from Specim Corporation, is designed to measure the spectral range between 0.4 and 1 µm with spectral resolution of 2-4 nm. In recent years, sulfur fumigation has been abused during the processing of certain freshly harvested Chinese herbs. Fourier transform infrared spectroscopy, fiber optic NIR spectrometry, and liquid chromatography-mass spectrometry are typically used to analyze the chemical profiles of sulfur-fumigated and sun-dried Chinese herbs. Field imaging spectrometry is rarely used to identify sulfur-fumigated herbs. In this study, field imaging spectrometry, principal component analysis, and the partial least squares-discriminant analysis multivariate data analysis method are used to distinguish sun-dried and sulfur-fumigated Chinese medicinal herbs with a sensitivity of 96.4% and a specificity of 98.3% for RPA identification. These results suggest that hyperspectral imaging is a potential technique to control medicine quality for medical applications.Entities:
Keywords: Chinese herbal; Hyperspectral spectral imaging; PCA; PLS-DA; partial least squares-discriminant analysis; principal component analysis; sulfur-fumigated
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Year: 2016 PMID: 27006019 DOI: 10.1177/0003702816638293
Source DB: PubMed Journal: Appl Spectrosc ISSN: 0003-7028 Impact factor: 2.388