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author:

Wu, M. (Wu, M..) [1] | Chen, L. (Chen, L..) [2] | Huang, X. (Huang, X..) [3] | Zheng, Z. (Zheng, Z..) [4] | Qiu, B. (Qiu, B..) [5] | Guo, L. (Guo, L..) [6] | Lin, Z. (Lin, Z..) [7] | Chen, G. (Chen, G..) [8] | Cai, Z. (Cai, Z..) [9]

Indexed by:

Scopus

Abstract:

The quality of Pseudostellaria heterophylla depends on the growing area of the plants greatly. Compared with near infrared spectroscopy employed to discriminate the geographic regions before, the Raman signal is more obvious. So far, discrimination of P. heterophylla from different regions by Raman spectroscopy has not yet been realized. Hence, Raman spectroscopy coupled with chemometric methods to rapidly and effectively discriminate P. heterophylla from different regions was studied. Original spectra of P. heterophylla in wavenumber range of 4000–100 cm−1 were acquired. Then, a steady and exact model, partial least squares discriminant analysis (PLS-DA), was constructed. And competitive adaptive reweighted sampling (CARS) was further used to extract effective wavelength spectral characteristic variables. Results show that CARS-PLS-DA model is an appropriate model to discriminate the P. heterophylla, with determination coefficient of calibration (R2 C), root mean square error of cross validation (RMSECV), determination coefficient of prediction (R2 P), and root mean squared error of prediction (RMSEP) are 0.9468, 0.1979, 0.9665, and 0.1120, respectively. These results demonstrated that the built method is useful and effective to discriminate P. heterophylla from different regions, which provide a new idea in the application of rapid field test. © 2018

Keyword:

Competitive adaptive reweighted sampling; Partial least squares discriminant analysis; Pseudostellaria heterophylla; Raman spectroscopy

Community:

  • [ 1 ] [Wu, M.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 2 ] [Chen, L.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 3 ] [Huang, X.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 4 ] [Zheng, Z.]QuanZhou Women's and Children's Hospital, China
  • [ 5 ] [Qiu, B.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 6 ] [Guo, L.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 7 ] [Lin, Z.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 8 ] [Chen, G.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 9 ] [Cai, Z.]State Key Laboratory of Environmental and Biological Analysis, Department of Chemistry, Hong Kong Baptist University, Hong Kong

Reprint 's Address:

  • [Qiu, B.]Ministry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Department of Chemistry, Fuzhou UniversityChina

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Source :

Journal of Luminescence

ISSN: 0022-2313

Year: 2018

Volume: 202

Page: 239-245

2 . 9 6 1

JCR@2018

3 . 3 0 0

JCR@2023

ESI HC Threshold:158

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 16

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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