The evaluation of genotype x environment interactions of citrus leaf morphology using image analysis and elliptic Fourier descriptors

被引:43
作者
Iwata, H
Nesumi, H
Ninomiya, S
Takano, Y
Ukai, Y
机构
[1] Natl Agr Res Ctr, Dept Informat Sci & Technol, Tsukuba, Ibaraki 3058666, Japan
[2] Natl Inst Fruit Tree Sci, Dept Citriculture, Shizuoka 4240292, Japan
[3] Univ Tokyo, Grad Sch Agr & Life Sci, Dept Agr Environm Biol, Bunkyo Ku, Tokyo 1138657, Japan
关键词
citrus; leaf morphology; elliptic Fourier descriptors; image analysis; genotype x environment (GE) interactions; additive main effect and multiplicative interaction; (AMMI) model; joint linear regression analysis (JRA) model;
D O I
10.1270/jsbbs.52.243
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Variations of leaf form, i.e., differences in shape and size, among citrus varieties and the genotype x environment (GE) interactions influencing the variations were examined. Leaf shape was quantitatively measured by the score of the principal components of elliptic Fourier descriptors (EFDs). Leaf size was measured in terms of area and perimeter. The first four principal components of EFDs, which could explain over 90% of the shape variations, were good measures of the length to width ratio, the position of the center of gravity, the curvature, and the degree of roundness. Nested ANOVA for the leaf form variations in nine citrus varieties indicated that the variations accounted for by the 1st, 2nd and 4th components were inherited. GE interaction of the leaf form was investigated using the data appertaining to seven genotypes from eight locations; the interaction was significant for all the principal components examined except the third. Although the interaction fitted very poorly to a joint linear regression analysis model developed from the data, it was effectively explained by an additive main effect and multiplicative interaction model where the score of the interaction principal component was highly correlated with the stability indices. Our results suggest that the genotype was the main source of variation in leaf shape, but not in size, and that the contribution of GE interaction was minor to both shape and size, although statistically significant at the 1% probability level.
引用
收藏
页码:243 / 251
页数:9
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