ULTRAVIOLET-VISIBLE (UV-VIS) SPECTROSCOPY AND CLUSTER ANALYSIS AS A RAPID TOOL FOR CLASSIFICATION OF MEDICINAL PLANTS

被引:5
|
作者
Cobzac, Simona Codruta Aurora [1 ,2 ]
Casoni, Dorina [1 ,2 ]
Badea, Mihaela [3 ]
Balabanova, Biljana [4 ]
Ruzdik, Natalija Markova [5 ]
机构
[1] Babes Bolyai Univ, Fac Chem & Chem Engn, 11 Arany Janos Str, RO-400028 Cluj Napoca, Romania
[2] Babes Bolyai Univ, Res Ctr Adv Chem Anal Instrumentat & Chemometr AN, 11 Arany Janos Str, RO-400028 Cluj Napoca, Romania
[3] Transilvania Univ Brasov, Fac Med, Nicolae Balcescu St 56, Brasov, Romania
[4] Goce Delcev Univ, Fac Agr, Dept Soil Chem & Hydrol, Krste Misirkov 10-A, Stip 2000, North Macedonia
[5] Goce Delcev Univ, Fac Agr, Dept Plant Prod, Krste Misirkov 10-A, Stip 2000, North Macedonia
来源
关键词
medicinal plants; classification/identification; UV-Vis spectroscopy; cluster analysis; PATTERN-RECOGNITION;
D O I
10.24193/subbchem.2019.4.14
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
The ultraviolet-visible (UV-Vis) spectroscopy coupled with cluster analysis (CA) was evaluated for the classification of some medicinal plants of different geographical growing area. To have a deeper view, the experiment was carried out on herbs belonging to different families. The UV-Vis spectra of hydroalcoholic extracts were acquired in the range of 200-800 nm. The hierarchical clustering analysis (HCA) was applied to the data matrix provided by unprocessed, normalized and standardized spectra respectively. Different types of distance measuring of (dis)similarity between the samples as well as different kinds of linkage or amalgamation rule were taken into account. The best results for the classification of the selected medicinal plants were obtained using Ward's method as the amalgamation rule combined with 1-Pearson r clustering distance measurement. The obtained results reveal the ability of HCA with Ward and 1-Pearson r algorithm to identify plant species even when the raw material has different provenience areas and different pedoclimatic growing conditions. In addition, this methodology revealed a direct link between herbs from different families.
引用
收藏
页码:191 / 203
页数:13
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