Quantitative evaluation of apple (Malus × domestica Borkh.) fruit shape by principal component analysis of Fourier descriptors

被引:78
作者
Currie A.J. [1 ]
Ganeshanandam S. [2 ]
Noiton D.A. [3 ]
Garrick D. [1 ]
Shelbourne C.J.A. [4 ]
Oraguzie N. [5 ]
机构
[1] Institute of Veterinary, Animal and Biomedical Sciences, Massey University, Private Bag 11222, Palmerston North
[2] Statistics Dept., Massey University, Private Bag 11222, Palmerston North
[3] Environmental Survey & Research, Gracefield, Wellington
[4] Forestry Research Institute of New Zealand, P.O. Box 3020, Rotorua
[5] The Horticulture and Food Research Institute of New Zealand, Private Bag 1401, Havelock North
关键词
apple; fruit shape; genetic parameters; imageanalysis; Malus;
D O I
10.1023/A:1003862525814
中图分类号
学科分类号
摘要
Apples from 1253 genotypes representing 82 open pollinated families planted at three sites were cut along the stem-calyx axis at the widest point to analyse fruit shape. An image analysis program was used to extract calliper measurements of the fruit outline and calculated Fourier descriptors for each fruit outline. Five independent shape traits were identified from a principal component analysis of the Fourier descriptors. The shape traits and the proportion of the total phenotypic variation they accounted for were: fruit aspect (76.8%), asymmetric-crown (7.8%), fruit conicity (6.0%), asymmetric-sides (4.3%), and fruit squareness (2.0%). Genetic and residual variance components were estimated with data from two sites using restricted maximum-likelihood techniques to select genetically-inherited apple shape traits. Combined sites heritability was estimated to be 0.79 for aspect, 0.38 for conicity and 0.35 for squareness. Multiple regression between calliper measurements and aspect, conicity, and squareness traits showed firstly that aspect was best predicted by fruit length/width ratio (R2 = 0.97), secondly conicity could be described by both the distance of the maximum width from the base of the fruit/fruit length ratio and the calyx basin width/fruit width ratio (R2 =0.44), and finally squareness was best described by ratio of the product of calyx basin width and distance of the maximum width from the calyx end of the fruit by the product of fruit length and fruit width(R2 = 0.19). A chart based on the aspect, conicity and squareness principal component values was drawn to allow visual assessment of shape. © 2000, Kluwer Academic Publishers.
引用
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页码:221 / 227
页数:6
相关论文
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