Characterization of Seed-derived <i>Vitis</i> <i>davidii</i> Seedings by Principal Component Analysis

XU Hong-ye; LI Ting; ZANG Yun-xiang; XU Kai; GAO Yong-bin; ZHENG Wei-wei

doi:10.19303/j.issn.1008-0384.2019.07.003

Volume 34 Issue 7

Jul. 2019

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Article Navigation > Fujian Journal of Agricultural Sciences > 2019 > 34(7): 764-774

XU Hong-ye, LI Ting, ZANG Yun-xiang, XU Kai, GAO Yong-bin, ZHENG Wei-wei. Characterization of Seed-derived Vitis davidii Seedings by Principal Component Analysis[J]. Fujian Journal of Agricultural Sciences, 2019, 34(7): 764-774. doi: 10.19303/j.issn.1008-0384.2019.07.003

Citation:

XU Hong-ye, LI Ting, ZANG Yun-xiang, XU Kai, GAO Yong-bin, ZHENG Wei-wei. Characterization of Seed-derived Vitis davidii Seedings by Principal Component Analysis[J]. Fujian Journal of Agricultural Sciences, 2019, 34(7): 764-774. doi: 10.19303/j.issn.1008-0384.2019.07.003

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Characterization of Seed-derived Vitis davidii Seedings by Principal Component Analysis

doi: 10.19303/j.issn.1008-0384.2019.07.003

College of Agriculture and Food Science, Zhejiang A & F University, Hangzhou, Zhejiang 311300, China

Received Date: 2019-02-12
Rev Recd Date: 2019-05-14
Publish Date: 2019-07-20

Abstract

Abstract

Objective To establish a method for evaluating the characteristics of seed-derived Vitis davidii seedlings. Method Sixteen characteristics including stem girth, shoot length, leaf chlorophyll content, leaf area, leaf dry and fresh weight, and blade structure of the seedlings were determined for a comprehensive evaluation by principal component analysis. Result Significant variations were found on the growth of the seedlings, especially on shoot length, leaf chlorophyll content, and stem girth. The first 6 principal components made up 86.254% of the total contribution. The first principal component was determined by the stem girth, shoot length, chlorophyll content, leaf area, and fresh and dry weights of the leaves; the second principal component by the lengths of midrib, upper lateral vein, lower lateral vein, and downmost vein; and, the third principal component by the leaf width and the angle between upper lateral vein and midrib. Conclusion Using the eigenvalues corresponding to the 6 principal components and the ratio of single to extracted principal component, a comprehensive evaluation model for the seed-derived V.davidii seedlings was established. Accordingly, S4 and S35 scored the highest among the specimens. A rapid method to screen V.davidii resources at seedling stage for cultivar selection and new variety breeding had thus become available.
- Vitis davidii,
- principal component analysis,
- seedling stage,
- comprehensive evaluation

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References(29)

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