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Application of Principal Component Cluster Analysis in the Quality of Cordyceps Sinensis

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Part of the book series: IFIP Advances in Information and Communication Technology ((IFIPAICT,volume 509))

Abstract

In this paper, the kinds and contents of amino acids in Cordyceps sinensis from different habitats of Tibet components using principal component analysis and cluster analysis, the principal component cluster analysis to evaluate the nutritional value of different localities, and provide scientific basis for the further research and development and utilization of Cordyceps resources in Tibet area. The principal component analysis method is a method of using the central idea of dimensionality reduction, the analysis method of multi indicators into a multivariate data several comprehensive index of a few statistics. The principal component analysis method can guarantee the minimizing loss of original data information, with less comprehensive variables instead of multiple variables of the original. Cluster analysis can be used to classify samples of multiple variables by using comprehensive information, the classification results are intuitive, clustering dendrogram clearly show the results of numerical classification, clustering analysis results than the traditional classification method is more detailed, comprehensive, reasonable.

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References

  1. Chinese Pharmacopoeia Commission. Pharmacopoeia of Peoples Republic of China. Chinese Medical Science and Technology Press, Beijing, p. 106 (2010)

    Google Scholar 

  2. Min, H., Huimin, P., Yuanmei, Z.: The chemical constituents and pharmacological effects of Cordyceps sinensis. Li Shizhen Med. Mater. Med. Res. 19(11), 2804–2806 (2008)

    Google Scholar 

  3. Bohua, Z., Jing, C.: Research progress of pharmacological actions of Cordyceps sinensis. Inf. Tradit. Chin. Med. 29(1), 134–135 (2012)

    Google Scholar 

  4. Wansheng, L., Lianbin, X., Peace, C.: The research situation of Cordyceps sinensis. J. Nav. Med. 27(3), 262–269 (2006)

    Google Scholar 

  5. Yanyan, C., Ximin, Q., Siyu, H.: Determination of amino acid content in different parts of Cordyceps Sinensis. Food Sci. 32(8), 259–261 (2011)

    Google Scholar 

  6. Sha, J., Xiaobing, S., Jun, Y.: The general situation of the study on the chemical constituents of Cordyceps sinensis. J. Fujian Univ. Tradit. Chin. Med. 9(2), 46–47 (1999)

    Google Scholar 

  7. Shishan, Z., Dansen, Z., Tongjun, Z.: Analysis of amino acid in Cordyceps sinensis pharmacology. Acta Pharm. Sin. 26(5), 326–330 (1991)

    Google Scholar 

  8. Ministry of Health, PRC. GB/T5009. 124—2003, Determination of Amino Acids in Foods. China Standard Press, Beijing (2004)

    Google Scholar 

  9. Shengtao, Z., Kun, W.: Evaluation of protein nutritional value—amino acid ratio coefficient method. J. Nutr. 10, 187–190 (1988)

    Google Scholar 

  10. Pelit, P.L., Yang, V.R.: Nutritional Evaluation of Protein Food. People’s Medical Publishing House, Beijing, pp. 55–58 (1984)

    Google Scholar 

  11. Li, W., Zhifeng, S., Huang, H.: Content determination of amino acids in Cordyceps Sinensis from different habitats by HPLC. Chin. Med. Drug 32(6), 984–987 (2010)

    Google Scholar 

  12. Sophie, S.J., Cheng, J.Y.: A comparative study on the content of Xinjiang Cordyceps and Mannitol in Cordyceps Sinensis, Polysaccharide and Amino Acids. Xinjiang Agric. Sci. 45(1), 36–45, (3), 517–521 (2008)

    Google Scholar 

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Correspondence to Guogang Zhao .

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Zhao, X. et al. (2019). Application of Principal Component Cluster Analysis in the Quality of Cordyceps Sinensis. In: Li, D. (eds) Computer and Computing Technologies in Agriculture X. CCTA 2016. IFIP Advances in Information and Communication Technology, vol 509. Springer, Cham. https://doi.org/10.1007/978-3-030-06155-5_27

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  • DOI: https://doi.org/10.1007/978-3-030-06155-5_27

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-06154-8

  • Online ISBN: 978-3-030-06155-5

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