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主成分分析法在四川桤木优树选择中的应用

Plus Tree Selection of Alnus cremastogyne by Principal Component Analysis

  • 摘要: 建立用主成分分析法选择四川桤木优良单株的方法,确定其优树选择标准,为四川桤木早期实生选择、良种选育提供理论依据。以初选的157株优树为研究对象,检测其生长和材性性状,并对其进行变异分析、主成分分析。结果显示,树干圆满度(SF)和树干通直度(ST)在林分间差异不显著,其余性状在林分间差异均达到极显著水平。SF、ST和木材气干密度变异较小,其余性状均存在丰富的变异。四川桤木丰富的变异为优树选择提供了前提,经主成分分析,把树高(H)、胸径(DBH)和材积(V)这3个性状作为其选优的标准,选出8株生长表现优良的单株,即GZLD-5、GZLD-6、MYPW-8、GZTJ-1、GZLD-8、MYPW-7、MYPW-10和GZLD-12。本研究结果与植株的实际表型相符合,表明采用的方法具有一定的科学性和可行性。

     

    Abstract: A principal component analysis (PCA) method was established for plus tree selection of Alnus cremastogyne Burk.and the selection criteria were determined, which should provide a theoretical basis for the early seedling selection and selective breeding of A. cremastogyne. 157 plus trees were used as the research object. The growths and wood properties traits were analyzed by variance analysis and PCA method. The result showed that the stem fullness (SF) and stem straightness (ST) were no significant difference among forest stands, while the difference of other traits reached an extremely siginificant. Genetic variation of SF, ST and air density were small, but other traits showed rich genetic differences. The rich variability of A. cremastogyne provided the prerequisite condition for plus tree selection. By PCA analysis, height (H), diameter at breast height (DBH) and volume of timber (V) were used as the optimal criteria of selection. Eight plants with integrated superior growth were selected, including GZLD-5, GZLD-6, MYPW-8, GZTJ-1, GZLD-8, MYPW-7, MYPW-10 and GZLD-12. The results conformed to the phenotypic expression, which indicated that the optimization methods were scientific and feasible.

     

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