218
Views
20
CrossRef citations to date
0
Altmetric
VIBRATIONAL SPECTROSCOPY

Enhanced Accuracy of Near-Infrared Spectroscopy for Traditional Chinese Medicine with Competitive Adaptive Reweighted Sampling

, &
Pages 2259-2267 | Received 20 Oct 2015, Accepted 14 Jan 2016, Published online: 29 Feb 2016

References

  • Allen, D. M. 1974. The relationship between variable selection and prediction. Technometrics 16:125–27.
  • Anderson, H. L. 1986. Metropolis, Monte Carlo, and the Maniac. Los Alamos Science 14:96–108.
  • Barnes, R. J., M. S. Dhanoa, and S. J. Lister. 1989. Standard normal variate transformation and detrending of near-infrared diffuse reflectance spectra. Applied Spectroscopy 43:772–77. doi:10.1366/0003702894202201
  • Bu, H. B., L. X. Nie, D. Wang, S. X. Yuan, S. Li, Z. Y. Guo, X. J. Xu, G. L. Wang, and X. R. Li. 2013. Rapid determination of Panax Ginseng by near-infrared spectroscopy. Analytical Methods 5:6715–21. doi:10.1039/c3ay40947c
  • Chen, Y., M. Y. Xie, H. Zhang, Y. Wang, S. Nie, and C. Li. 2012. Quantification of total polysaccharides and triterpenoids in Ganoderma lucidum and Ganoderma atrum by near infrared spectroscopy and chemometrics. Food Chemistry 135:268–75. doi:10.1016/j.foodchem.2012.04.089
  • China Pharmacopoeia Committee. 2015. Pharmacopoeia of the People’s Republic of China, vol. I. Beijing: Chemical Industry Press.
  • Corredor, C. C., R. Lozano, X. Bu, R. McCann, J. Dougherty, T. Stevens, D. Both, and P. Shah. 2015. Analytical method quality by design for an on-line near-infrared method to monitor blend potency and uniformity. Journal of Pharmaceutical Innovation 10:47–55. doi:10.1007/s12247-014-9205-2
  • Dong, W. J., Y. N. Ni, and S. Kokot. 2012. Quantitative analysis of two adulterants in Cynanchum stauntonii by near-infrared spectroscopy combined with multi-variate calibrations. Chemical Papers 66:1083–91. doi:10.2478/s11696-012-0231-6
  • Gorry, P. A. 1990. General least-squares smoothing and differentiation by the convolution (Savitzky-Golay) method. Analytical Chemistry 62:570–73. doi:10.1021/ac00205a007
  • Isaksson, T., and T. NæS. 1998. The effect of multiplicative scatter correction (MSC) and linearity improvement in NIR spectroscopy. Applied Spectroscopy 42:1273–84. doi:10.1366/0003702884429869
  • Jiang, X. P., Z. L. Yang, and L. J. Han. 2014. A Markov random field based approach to the identification of meat and bone meal in feed by near-infrared spectroscopic imaging. Analytical and Bioanalytical Chemistry 406:4705–14. doi:10.1007/s00216-014-7854-0
  • Kim, N. Y., M. Yu, D. Y. Lee, Y. H. Hahn, Y. C. Kim, S. H. Sung, and S. H. Kim. 2013. Rapid determination of betulin in Betula platyphylla outer bark using near-infrared spectroscopy. Analytical Letters 46:1289–98. doi:10.1080/00032719.2012.755686
  • Leike, A. 2002. Demonstration of the exponential decay law using beer froth. European Journal of Physics 23:21–6. doi:10.1088/0143-0807/23/1/304
  • Li, H. D., Y. Z. Liang, Q. S. Xu, and D. S. Cao. 2009. Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration. Analytica Chimica Acta 648:77–84. doi:10.1016/j.aca.2009.06.046
  • Nie, L. X., Z. Dai, R. C. Lin, S. C. Ma, Z. M. Li, and S. H. Xie. 2013. Determination of puerarin in Yufeng Ningxin dripping pills by ultra-performance liquid chromatography. Chinese Pharmaceutical Affairs 27:1075–76.
  • Nie, L. X., G. L. Wang, and R. C. Lin. 2009. Development of near infrared spectroscopy for rapid quality assessment of red Ginseng. Chemical Research in Chinese Universities 25:633–37.
  • Richard, G. B. 2003. Chemometrics data analysis for the laboratory and chemical plant. Chichester: Wiley.
  • Santos, K. M., M. F. V. Moura, F. G. Azevedo, K. M. G. Lima, I. M. Raimundo Jr., and C. Pasquini. 2012. Tea classification by near infrared spectroscopy with projection discriminant analysis and gene expression programming. Analytical Letters 45:774–81.
  • Seule, M., L. Yang, A. Unterberg, and O. Sakowitz. 2015. The hemodynamic response of spreading depolarization observed by near infrared spectroscopy after aneurysmal subarachnoid hemorrhage. Neurocritical Care 23:108–112. doi:10.1007/s12028-015-0111-3
  • Shi, W. M., Y. Liu, W. Kong, and Q. Shen. 2015. Tea classification by near infrared spectroscopy with projection discriminant analysis and gene expression programming. Analytical Letters 48:2833–42. doi:10.1080/00032719.2015.1055574
  • State Food, and Drug Administration. 2004. Standard of Yufeng NingXin Pills. Standard of State Food and Drug Administration. YBZ00592004.
  • Tang, G., X. Z. Song, J. Hu, H. Yan, K. X. Qiu, K. D. Tian, Y. M. Xiong, and S. G. Min. 2014. Characterization of a pesticide formulation by medium wave near-infrared spectroscopy with uninformative variable elimination and successive projections algorithm. Analytical Letters 47:2570–79. doi:10.1080/00032719.2014.915403
  • Thermo Nicolet Corporation. 2003. TQ analyst user’s guide. Madison, WI: Thermo Nicolet Corporation.
  • Vogt, F., R. D. Luttrell, and J. Rodgers. 2011. New approaches for field analyses of cotton quality by means of near-IR spectroscopy supported by chemometrics. Analytical Letters 44:2466–77. doi:10.1080/00032719.2011.551855
  • Wei, Y. C., W. Fan, X. B. Zhao, W. J. Wu, and H. M. Lu. 2015. Rapid authentication of Dendrobium officinale by near-infrared reflectance spectroscopy and chemometrics. Analytical Letters 48:817–29. doi:10.1080/00032719.2014.963595
  • Xu, X. F., L. X. Nie, L. L. Pan, B. Hao, S. X. Yuan, R. C. Lin, H. B. Bu, D. Wang, L. Dong, and X. R. Li. 2014. Quantitative analysis of Panax Ginseng by FT-NIR spectroscopy. Journal of Analytical Chemistry 2014:741571. doi:10.1155/2014/741571
  • Zhang, X. Y., Q. B. Li, and G. J. Zhang. 2014. Calibration transfer without standards for spectral analysis based on stability competitive adaptive reweighted sampling. Spectroscopy and Spectral Analysis 34:1429–33.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.