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Differentiation of Cultivars ofFlos Chrysanthemumwith the Use of High-Performance Liquid Chromatography Fingerprints and Chemometrics
- Source :
- Analytical Letters. 47:2023-2034
- Publication Year :
- 2014
- Publisher :
- Informa UK Limited, 2014.
-
Abstract
- Flos Chrysanthemum is a generic name for a particular group of edible plants, which also have medicinal properties. There are, in fact, twenty to thirty different cultivars, which are commonly used in beverages and for medicinal purposes. In this work, four Flos Chrysanthemum cultivars, Hangju, Taiju, Gongju, and Boju, were collected and chromatographic fingerprints were used to distinguish and assess these cultivars for quality control purposes. Chromatography fingerprints contain chemical information but also often have baseline drifts and peak shifts, which complicate data processing, and adaptive iteratively reweighted, penalized least squares, and correlation optimized warping were applied to correct the fingerprint peaks. The adjusted data were submitted to unsupervised and supervised pattern recognition methods. Principal component analysis was used to qualitatively differentiate the Flos Chrysanthemum cultivars. Partial least squares, continuum power regression, and K-nearest neighbors were used t...
- Subjects :
- Chromatography
biology
business.industry
Chemistry
Biochemistry (medical)
Clinical Biochemistry
Flos
Pattern recognition
biology.organism_classification
Biochemistry
High-performance liquid chromatography
Analytical Chemistry
Chemometrics
Principal component analysis
Partial least squares regression
Electrochemistry
Edible plants
Artificial intelligence
Cultivar
business
Spectroscopy
Subjects
Details
- ISSN :
- 1532236X and 00032719
- Volume :
- 47
- Database :
- OpenAIRE
- Journal :
- Analytical Letters
- Accession number :
- edsair.doi...........ecc8b292adc9eed79a2448c4440faa6e