Xinjiang Agricultural Sciences ›› 2021, Vol. 58 ›› Issue (12): 2300-2311.DOI: 10.6048/j.issn.1001-4330.2021.12.017
• Plant Protection· Horticultural Special Local Products· Soil Fertilizer· Water Saving Irrigation Agroecological Environment· Agricultural Equipment Engineering and Mechanization • Previous Articles Next Articles
ZHANG Guoru(), TANG Yaping, YANG Tao, Patiguri Esmutola, WANG Baike, LI Ning, WANG Juan, YU Qinghui, YANG Shengbao(
)
Received:
2021-07-01
Online:
2021-12-20
Published:
2021-12-31
Correspondence author:
YANG Shengbao
Supported by:
张国儒(), 唐亚萍, 杨涛, 帕提古丽·艾斯穆托拉, 王柏柯, 李宁, 王娟, 余庆辉, 杨生保(
)
通讯作者:
杨生保
作者简介:
张国儒(1992-),男,甘肃武威人,研究实习员,研究方向为蔬菜育种,(E-mail) 1594360005@qq.com
基金资助:
CLC Number:
ZHANG Guoru, TANG Yaping, YANG Tao, Patiguri Esmutola, WANG Baike, LI Ning, WANG Juan, YU Qinghui, YANG Shengbao. Agronomic Character Analysis of 272 Capsicum Resources[J]. Xinjiang Agricultural Sciences, 2021, 58(12): 2300-2311.
张国儒, 唐亚萍, 杨涛, 帕提古丽·艾斯穆托拉, 王柏柯, 李宁, 王娟, 余庆辉, 杨生保. 272份辣椒资源的农艺性状分析[J]. 新疆农业科学, 2021, 58(12): 2300-2311.
材料类型 Material type | 1年生辣椒 C.annuum | 中国辣椒 C. chinense | 下垂辣椒 C.baccatum | |||
---|---|---|---|---|---|---|
数量 Quantity(株) | 227 | 38 | 7 | |||
性状 Traits | 描述 Describe | 数量 Quantity (份) | 性状图片 Traits Image | |||
花冠颜色 Corolla color | 白色 | 239 | | |||
浅绿色 | 24 | |||||
紫色 | 4 | |||||
白色带绿色斑点 | 6 | |||||
花药颜色 Anther color | 白色 | 1 | | |||
黄色 | 58 | |||||
蓝色 | 72 | |||||
紫色 | 142 |
材料类型 Material type | 1年生辣椒 C.annuum | 中国辣椒 C. chinense | 下垂辣椒 C.baccatum | |||
---|---|---|---|---|---|---|
数量 Quantity(株) | 227 | 38 | 7 | |||
性状 Traits | 描述 Describe | 数量 Quantity (份) | 性状图片 Traits Image | |||
花冠颜色 Corolla color | 白色 | 239 | | |||
浅绿色 | 24 | |||||
紫色 | 4 | |||||
白色带绿色斑点 | 6 | |||||
花药颜色 Anther color | 白色 | 1 | | |||
黄色 | 58 | |||||
蓝色 | 72 | |||||
紫色 | 142 |
性状Traits | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
果形 Fruit shape | 扁灯笼 | 方灯笼 | 长灯笼 | 短锥 | 长锥 | 短牛角 | 长牛角 | 短羊角 | 长羊角 | 短指 | 长指 | 线形 | 圆球 |
果面特征 Fruit surface features | 光滑 | 微皱 | 皱 | ||||||||||
果顶形状 Tip shape of fruit | 细尖 | 钝圆 | 凹 | 凹陷 带尖 | |||||||||
果肩形状 Fruit shoulder shape | 无果肩 | 凸 | 微凹 近平 | 凹陷 | |||||||||
花梗着生状态 Pedicel state | 下垂 | 直立 | |||||||||||
青熟果色 Green ripe fruit color | 黄白 | 乳黄 | 黄绿 | 浅绿 | 绿 | 深绿 | 墨绿 | 紫 | 紫黑 | ||||
老熟果色 Old ripe fruit color | 橙黄 | 橘红 | 鲜红 | 暗红 | 紫红 | ||||||||
主茎色 Main stem color | 黄绿 | 浅绿 | 绿 | 深绿 | 绿带紫 条纹 | 紫 |
Table 2 Description and grouping of quality traits of Pepper Resources
性状Traits | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
果形 Fruit shape | 扁灯笼 | 方灯笼 | 长灯笼 | 短锥 | 长锥 | 短牛角 | 长牛角 | 短羊角 | 长羊角 | 短指 | 长指 | 线形 | 圆球 |
果面特征 Fruit surface features | 光滑 | 微皱 | 皱 | ||||||||||
果顶形状 Tip shape of fruit | 细尖 | 钝圆 | 凹 | 凹陷 带尖 | |||||||||
果肩形状 Fruit shoulder shape | 无果肩 | 凸 | 微凹 近平 | 凹陷 | |||||||||
花梗着生状态 Pedicel state | 下垂 | 直立 | |||||||||||
青熟果色 Green ripe fruit color | 黄白 | 乳黄 | 黄绿 | 浅绿 | 绿 | 深绿 | 墨绿 | 紫 | 紫黑 | ||||
老熟果色 Old ripe fruit color | 橙黄 | 橘红 | 鲜红 | 暗红 | 紫红 | ||||||||
主茎色 Main stem color | 黄绿 | 浅绿 | 绿 | 深绿 | 绿带紫 条纹 | 紫 |
表型 Phenotype | 分级数 Graded series | 变异系数 Coeffi cient of variation (%) | 多样性 指数H' Diversity index H' |
---|---|---|---|
株型Plant type | 3 | 21.66 | 0.22 |
主茎色 Main stem color | 3 | 32.54 | 0.76 |
叶缘 Leaf margin | 3 | 35.31 | 0.58 |
叶形 Leaf shape | 3 | 47.76 | 1.01 |
叶色 Leaf color | 4 | 20.70 | 0.92 |
叶面特征 Foliage characteristics | 3 | 54.71 | 0.76 |
青熟果色 Green ripe fruit color | 7 | 31.52 | 1.44 |
老熟果色 Old ripe fruit color | 4 | 17.25 | 0.44 |
茎茸毛 Stem-trichome | 3 | 109.46 | 1.08 |
花柱长度 Column longth | 3 | 18.62 | 0.67 |
花柱颜色 Column color | 2 | 52.16 | 0.36 |
花药颜色 Anther color | 4 | 22.30 | 1.02 |
花冠色 Corolla color | 3 | 49.31 | 0.44 |
花梗着生状态 Pedicel state | 4 | 29.39 | 0.97 |
果形 Fruit shape | 13 | 42.24 | 2.40 |
果面特征 Fruit surface features | 3 | 41.15 | 0.99 |
果面棱沟 Fruit surface edge | 4 | 120.67 | 1.22 |
果面光泽 Fruit surface gloss | 2 | 12.24 | 0.08 |
果肩形状 Fruit shoulder shape | 3 | 117.57 | 1.20 |
果基部宿存花萼 Calyx persistent at fruit base | 3 | 34.01 | 1.01 |
果顶形状 Tip shape of fruit | 4 | 29.48 | 0.96 |
分枝性 Branch type | 3 | 48.11 | 0.96 |
Table 3 Distribution frequency and coefficient of variation of seed quality traits in pepper (Capsicum annuum L.)
表型 Phenotype | 分级数 Graded series | 变异系数 Coeffi cient of variation (%) | 多样性 指数H' Diversity index H' |
---|---|---|---|
株型Plant type | 3 | 21.66 | 0.22 |
主茎色 Main stem color | 3 | 32.54 | 0.76 |
叶缘 Leaf margin | 3 | 35.31 | 0.58 |
叶形 Leaf shape | 3 | 47.76 | 1.01 |
叶色 Leaf color | 4 | 20.70 | 0.92 |
叶面特征 Foliage characteristics | 3 | 54.71 | 0.76 |
青熟果色 Green ripe fruit color | 7 | 31.52 | 1.44 |
老熟果色 Old ripe fruit color | 4 | 17.25 | 0.44 |
茎茸毛 Stem-trichome | 3 | 109.46 | 1.08 |
花柱长度 Column longth | 3 | 18.62 | 0.67 |
花柱颜色 Column color | 2 | 52.16 | 0.36 |
花药颜色 Anther color | 4 | 22.30 | 1.02 |
花冠色 Corolla color | 3 | 49.31 | 0.44 |
花梗着生状态 Pedicel state | 4 | 29.39 | 0.97 |
果形 Fruit shape | 13 | 42.24 | 2.40 |
果面特征 Fruit surface features | 3 | 41.15 | 0.99 |
果面棱沟 Fruit surface edge | 4 | 120.67 | 1.22 |
果面光泽 Fruit surface gloss | 2 | 12.24 | 0.08 |
果肩形状 Fruit shoulder shape | 3 | 117.57 | 1.20 |
果基部宿存花萼 Calyx persistent at fruit base | 3 | 34.01 | 1.01 |
果顶形状 Tip shape of fruit | 4 | 29.48 | 0.96 |
分枝性 Branch type | 3 | 48.11 | 0.96 |
性状 Traits | 最大值 Max | 最小值 Min | 均数 Mean | 标准差 SD | 变异幅度 Variation range | 变异系数 CV (%) | 多样性 指数H' Diversity index H` |
---|---|---|---|---|---|---|---|
株高 Plant height X1(cm) | 107.18 | 26.40 | 53.91 | 13.02 | 80.78 | 24.15 | 2.04 |
株幅 Plant Span X2(cm) | 103.23 | 27.70 | 55.54 | 14.14 | 75.53 | 25.47 | 1.98 |
侧枝数 Lateral branch number X3(个) | 15.00 | 1.07 | 5.87 | 2.42 | 13.93 | 41.18 | 2.04 |
最长侧枝长度 Longest lateral branch length X4(cm) | 94.89 | 6.57 | 35.82 | 11.72 | 88.33 | 32.72 | 2.03 |
叶片长 Leaf blade length X5(cm) | 16.89 | 5.10 | 10.69 | 2.06 | 11.79 | 19.31 | 2.07 |
叶片宽 Leaf blade width X6(cm) | 9.30 | 2.30 | 5.17 | 1.24 | 7.00 | 23.94 | 2.00 |
叶柄长 Petiole length X7(cm) | 10.33 | 1.10 | 4.99 | 1.35 | 9.23 | 27.12 | 1.98 |
首花节位 First flower node X8(节) | 25.87 | 4.87 | 11.33 | 3.61 | 21.00 | 31.84 | 2.01 |
单节叶腋着生花数 Number of flowers in axils of single leaf X9(朵) | 12.47 | 1.00 | 1.28 | 1.27 | 11.47 | 99.57 | 0.44 |
商品果纵径 Longitudinal diameter of commodity fruit X10(cm) | 22.68 | 0.80 | 9.35 | 4.16 | 21.88 | 44.48 | 2.05 |
商品果横径 Merchandise fruit cross diameter X11(cm) | 9.03 | 0.52 | 2.62 | 1.61 | 8.51 | 61.40 | 1.84 |
果梗长度 Pedicel Longth X12(cm) | 9.00 | 1.89 | 3.77 | 1.02 | 7.10 | 26.95 | 1.93 |
胎座大小 Placenta size X13(cm) | 3.59 | 0.04 | 1.11 | 0.72 | 3.55 | 64.82 | 1.88 |
果肉厚 Pulp thick X14(cm) | 0.71 | 0.04 | 0.21 | 0.09 | 0.67 | 45.96 | 1.94 |
心室数 Number of ventricular X15(个) | 4.43 | 2.00 | 2.70 | 0.46 | 2.43 | 16.95 | 2.05 |
十单果重 Ten fruit weight X16(g) | 1 543.50 | 1.35 | 207.77 | 243.23 | 1 542.15 | 117.06 | 1.47 |
总果数 The total number of fruit X17(个) | 2 379.00 | 38.00 | 498.47 | 414.66 | 2 341.00 | 83.19 | 1.78 |
单株果数 Number of fruit per plant X18(个) | 544.22 | 9.80 | 111.00 | 95.66 | 534.42 | 86.18 | 1.77 |
总产量 Total of production Y(kg) | 11.92 | 0.08 | 4.26 | 2.08 | 11.84 | 48.89 | 2.06 |
单产 Yield X19(kg) | 3.57 | 0.03 | 0.90 | 0.43 | 3.54 | 47.55 | 2.01 |
十果种子重 Ten fruit seeds weigh heavily X20(g) | 27.52 | 0.28 | 6.97 | 4.17 | 27.24 | 59.86 | 2.00 |
种子百粒重 Hundred seeds weighs X21(g) | 0.89 | 0.20 | 0.54 | 0.10 | 0.69 | 18.42 | 2.42 |
Table 4 Frequency distribution and coefficient of variation of quantitative traits
性状 Traits | 最大值 Max | 最小值 Min | 均数 Mean | 标准差 SD | 变异幅度 Variation range | 变异系数 CV (%) | 多样性 指数H' Diversity index H` |
---|---|---|---|---|---|---|---|
株高 Plant height X1(cm) | 107.18 | 26.40 | 53.91 | 13.02 | 80.78 | 24.15 | 2.04 |
株幅 Plant Span X2(cm) | 103.23 | 27.70 | 55.54 | 14.14 | 75.53 | 25.47 | 1.98 |
侧枝数 Lateral branch number X3(个) | 15.00 | 1.07 | 5.87 | 2.42 | 13.93 | 41.18 | 2.04 |
最长侧枝长度 Longest lateral branch length X4(cm) | 94.89 | 6.57 | 35.82 | 11.72 | 88.33 | 32.72 | 2.03 |
叶片长 Leaf blade length X5(cm) | 16.89 | 5.10 | 10.69 | 2.06 | 11.79 | 19.31 | 2.07 |
叶片宽 Leaf blade width X6(cm) | 9.30 | 2.30 | 5.17 | 1.24 | 7.00 | 23.94 | 2.00 |
叶柄长 Petiole length X7(cm) | 10.33 | 1.10 | 4.99 | 1.35 | 9.23 | 27.12 | 1.98 |
首花节位 First flower node X8(节) | 25.87 | 4.87 | 11.33 | 3.61 | 21.00 | 31.84 | 2.01 |
单节叶腋着生花数 Number of flowers in axils of single leaf X9(朵) | 12.47 | 1.00 | 1.28 | 1.27 | 11.47 | 99.57 | 0.44 |
商品果纵径 Longitudinal diameter of commodity fruit X10(cm) | 22.68 | 0.80 | 9.35 | 4.16 | 21.88 | 44.48 | 2.05 |
商品果横径 Merchandise fruit cross diameter X11(cm) | 9.03 | 0.52 | 2.62 | 1.61 | 8.51 | 61.40 | 1.84 |
果梗长度 Pedicel Longth X12(cm) | 9.00 | 1.89 | 3.77 | 1.02 | 7.10 | 26.95 | 1.93 |
胎座大小 Placenta size X13(cm) | 3.59 | 0.04 | 1.11 | 0.72 | 3.55 | 64.82 | 1.88 |
果肉厚 Pulp thick X14(cm) | 0.71 | 0.04 | 0.21 | 0.09 | 0.67 | 45.96 | 1.94 |
心室数 Number of ventricular X15(个) | 4.43 | 2.00 | 2.70 | 0.46 | 2.43 | 16.95 | 2.05 |
十单果重 Ten fruit weight X16(g) | 1 543.50 | 1.35 | 207.77 | 243.23 | 1 542.15 | 117.06 | 1.47 |
总果数 The total number of fruit X17(个) | 2 379.00 | 38.00 | 498.47 | 414.66 | 2 341.00 | 83.19 | 1.78 |
单株果数 Number of fruit per plant X18(个) | 544.22 | 9.80 | 111.00 | 95.66 | 534.42 | 86.18 | 1.77 |
总产量 Total of production Y(kg) | 11.92 | 0.08 | 4.26 | 2.08 | 11.84 | 48.89 | 2.06 |
单产 Yield X19(kg) | 3.57 | 0.03 | 0.90 | 0.43 | 3.54 | 47.55 | 2.01 |
十果种子重 Ten fruit seeds weigh heavily X20(g) | 27.52 | 0.28 | 6.97 | 4.17 | 27.24 | 59.86 | 2.00 |
种子百粒重 Hundred seeds weighs X21(g) | 0.89 | 0.20 | 0.54 | 0.10 | 0.69 | 18.42 | 2.42 |
模型 Model | R | R方 Adjusted R side | 调整后R方 Error of standard estimation | 标准估算 的误差 Error of standard estimation | 更改统计 | 德宾-沃森 Debin- Watson. | ||||
---|---|---|---|---|---|---|---|---|---|---|
R方变化量 R square variation | F变化量 F variation | 自由度1 Degree of freedom 1 | 自由度2 Degree of freedom 2 | 显著性F 变化量 Significant change in F | ||||||
1 | 0.955a | 0.912 | 0.912 | 0.616 77 | 0.912 | 2 902.566 | 1 | 280 | 0 | |
2 | 0.958b | 0.917 | 0.917 | 0.598 41 | 0.005 | 18.447 | 1 | 279 | 0 | |
3 | 0.961c | 0.923 | 0.922 | 0.579 13 | 0.006 | 19.88 | 1 | 278 | 0 | |
4 | 0.963d | 0.927 | 0.926 | 0.563 28 | 0.004 | 16.866 | 1 | 277 | 0 | |
5 | 0.969e | 0.94 | 0.938 | 0.515 06 | 0.012 | 55.296 | 1 | 276 | 0 | |
6 | 0.970f | 0.941 | 0.94 | 0.510 05 | 0.001 | 6.449 | 1 | 275 | 0.012 | 1.977 |
a. 预测变量:(常量), 单产X6 | ||||||||||
b. 预测变量:(常量), 单产X6, 商品果纵径X1 | ||||||||||
c. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2 | ||||||||||
d. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2, 总果数X4 | ||||||||||
e. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2, 总果数X4, 单株果数X5 | ||||||||||
f. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2, 总果数X4, 单株果数X5, 心室数X3 | ||||||||||
g. 因变量:总产量Y |
Table 6 Path analysis
模型 Model | R | R方 Adjusted R side | 调整后R方 Error of standard estimation | 标准估算 的误差 Error of standard estimation | 更改统计 | 德宾-沃森 Debin- Watson. | ||||
---|---|---|---|---|---|---|---|---|---|---|
R方变化量 R square variation | F变化量 F variation | 自由度1 Degree of freedom 1 | 自由度2 Degree of freedom 2 | 显著性F 变化量 Significant change in F | ||||||
1 | 0.955a | 0.912 | 0.912 | 0.616 77 | 0.912 | 2 902.566 | 1 | 280 | 0 | |
2 | 0.958b | 0.917 | 0.917 | 0.598 41 | 0.005 | 18.447 | 1 | 279 | 0 | |
3 | 0.961c | 0.923 | 0.922 | 0.579 13 | 0.006 | 19.88 | 1 | 278 | 0 | |
4 | 0.963d | 0.927 | 0.926 | 0.563 28 | 0.004 | 16.866 | 1 | 277 | 0 | |
5 | 0.969e | 0.94 | 0.938 | 0.515 06 | 0.012 | 55.296 | 1 | 276 | 0 | |
6 | 0.970f | 0.941 | 0.94 | 0.510 05 | 0.001 | 6.449 | 1 | 275 | 0.012 | 1.977 |
a. 预测变量:(常量), 单产X6 | ||||||||||
b. 预测变量:(常量), 单产X6, 商品果纵径X1 | ||||||||||
c. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2 | ||||||||||
d. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2, 总果数X4 | ||||||||||
e. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2, 总果数X4, 单株果数X5 | ||||||||||
f. 预测变量:(常量), 单产X6, 商品果纵径X1, 胎座大小X2, 总果数X4, 单株果数X5, 心室数X3 | ||||||||||
g. 因变量:总产量Y |
Model | Unstandardized Coefficients | Standardized Coefficients | t | Sig. | 95.0% Confidence Interval for B | ||
---|---|---|---|---|---|---|---|
B | Std. Error | Beta | Lower Bound | Upper Bound | |||
(Constant) | 0.202 | 0.227 | 0.892 | 0.373 | -0.244 | 0.649 | |
X19 | 4.090 | 0.094 | 0.839 | 43.459 | 0.000 | 3.905 | 4.276 |
X10 | 0.042 | 0.009 | 0.088 | 4.474 | 0.000 | 0.024 | 0.061 |
X13 | 0.340 | 0.065 | 0.120 | 5.204 | 0.000 | 0.211 | 0.468 |
X17 | 0.002 | 0.000 | 0.487 | 8.950 | 0.000 | 0.002 | 0.003 |
X18 | -0.010 | 0.001 | -0.467 | -7.908 | 0.000 | -0.013 | -0.008 |
X15 | -0.175 | 0.069 | -0.050 | -2.539 | 0.012 | -0.311 | -0.039 |
a. Dependent Variable: 总产量 |
Table 7 Factor analysis
Model | Unstandardized Coefficients | Standardized Coefficients | t | Sig. | 95.0% Confidence Interval for B | ||
---|---|---|---|---|---|---|---|
B | Std. Error | Beta | Lower Bound | Upper Bound | |||
(Constant) | 0.202 | 0.227 | 0.892 | 0.373 | -0.244 | 0.649 | |
X19 | 4.090 | 0.094 | 0.839 | 43.459 | 0.000 | 3.905 | 4.276 |
X10 | 0.042 | 0.009 | 0.088 | 4.474 | 0.000 | 0.024 | 0.061 |
X13 | 0.340 | 0.065 | 0.120 | 5.204 | 0.000 | 0.211 | 0.468 |
X17 | 0.002 | 0.000 | 0.487 | 8.950 | 0.000 | 0.002 | 0.003 |
X18 | -0.010 | 0.001 | -0.467 | -7.908 | 0.000 | -0.013 | -0.008 |
X15 | -0.175 | 0.069 | -0.050 | -2.539 | 0.012 | -0.311 | -0.039 |
a. Dependent Variable: 总产量 |
性状 Characters | Prin1 | Prin2 | Prin3 | Prin4 | Prin5 |
---|---|---|---|---|---|
特征值 Eigenvalues | 8.403 | 2.95 | 2.543 | 1.84 | 1.239 |
贡献率 Contribution rate (%) | 38.195 | 13.408 | 11.558 | 8.365 | 5.633 |
累积贡献率 Cumulative contribution rate (%) | 38.195 | 51.603 | 63.161 | 71.526 | 77.159 |
X1 | -0.076 | 0.183 | 0.069 | -0.152 | 0.154 |
X2 | -0.071 | 0.138 | 0.08 | -0.249 | 0.159 |
X3 | -0.086 | 0.054 | 0.008 | 0.178 | 0.242 |
X4 | -0.077 | 0.133 | 0.112 | -0.186 | 0.157 |
X5 | 0.026 | 0.268 | -0.134 | 0.067 | -0.026 |
X6 | 0.036 | 0.275 | -0.132 | -0.029 | -0.063 |
X7 | -0.003 | 0.19 | -0.075 | 0.278 | -0.263 |
X8 | -0.083 | 0.12 | -0.082 | 0.048 | 0.155 |
X9 | -0.033 | 0.016 | -0.14 | 0.323 | -0.135 |
X10 | 0.018 | 0.041 | 0.286 | 0.062 | -0.397 |
X11 | 0.109 | 0.043 | -0.059 | 0.018 | 0.179 |
X12 | -0.032 | 0.195 | 0.12 | -0.049 | -0.341 |
X13 | 0.107 | 0.044 | -0.061 | 0.029 | 0.209 |
X14 | 0.089 | 0.081 | -0.021 | -0.026 | 0.129 |
X15 | 0.079 | 0.066 | -0.102 | -0.137 | 0.106 |
X16 | 0.097 | 0.063 | -0.035 | 0.081 | 0.087 |
X17 | -0.093 | -0.03 | -0.016 | 0.234 | 0.197 |
X18 | -0.096 | -0.014 | -0.044 | 0.2 | 0.206 |
Y | 0.046 | 0.06 | 0.298 | 0.189 | 0.187 |
X19 | 0.04 | 0.069 | 0.296 | 0.179 | 0.208 |
X20 | 0.093 | -0.002 | 0.049 | 0.038 | 0.105 |
X21 | 0.08 | 0.01 | 0.074 | 0.072 | 0.048 |
Table 8 Eigenvalue
性状 Characters | Prin1 | Prin2 | Prin3 | Prin4 | Prin5 |
---|---|---|---|---|---|
特征值 Eigenvalues | 8.403 | 2.95 | 2.543 | 1.84 | 1.239 |
贡献率 Contribution rate (%) | 38.195 | 13.408 | 11.558 | 8.365 | 5.633 |
累积贡献率 Cumulative contribution rate (%) | 38.195 | 51.603 | 63.161 | 71.526 | 77.159 |
X1 | -0.076 | 0.183 | 0.069 | -0.152 | 0.154 |
X2 | -0.071 | 0.138 | 0.08 | -0.249 | 0.159 |
X3 | -0.086 | 0.054 | 0.008 | 0.178 | 0.242 |
X4 | -0.077 | 0.133 | 0.112 | -0.186 | 0.157 |
X5 | 0.026 | 0.268 | -0.134 | 0.067 | -0.026 |
X6 | 0.036 | 0.275 | -0.132 | -0.029 | -0.063 |
X7 | -0.003 | 0.19 | -0.075 | 0.278 | -0.263 |
X8 | -0.083 | 0.12 | -0.082 | 0.048 | 0.155 |
X9 | -0.033 | 0.016 | -0.14 | 0.323 | -0.135 |
X10 | 0.018 | 0.041 | 0.286 | 0.062 | -0.397 |
X11 | 0.109 | 0.043 | -0.059 | 0.018 | 0.179 |
X12 | -0.032 | 0.195 | 0.12 | -0.049 | -0.341 |
X13 | 0.107 | 0.044 | -0.061 | 0.029 | 0.209 |
X14 | 0.089 | 0.081 | -0.021 | -0.026 | 0.129 |
X15 | 0.079 | 0.066 | -0.102 | -0.137 | 0.106 |
X16 | 0.097 | 0.063 | -0.035 | 0.081 | 0.087 |
X17 | -0.093 | -0.03 | -0.016 | 0.234 | 0.197 |
X18 | -0.096 | -0.014 | -0.044 | 0.2 | 0.206 |
Y | 0.046 | 0.06 | 0.298 | 0.189 | 0.187 |
X19 | 0.04 | 0.069 | 0.296 | 0.179 | 0.208 |
X20 | 0.093 | -0.002 | 0.049 | 0.038 | 0.105 |
X21 | 0.08 | 0.01 | 0.074 | 0.072 | 0.048 |
分类 Classify | Ⅰ | Ⅱ | Ⅲ | Ⅵ | Ⅴ | Ⅳ |
---|---|---|---|---|---|---|
聚类品系数 Cluster coefficient | 15 | 197 | 9 | 46 | 10 | 5 |
X1 | 41.24 | 57.31 | 58.17 | 60.72 | 38.00 | 69.79 |
X2 | 40.11 | 59.08 | 55.91 | 60.98 | 41.86 | 68.42 |
X3 | 3.28 | 5.95 | 10.41 | 7.75 | 3.79 | 9.43 |
X4 | 17.86 | 37.77 | 34.60 | 41.81 | 20.64 | 43.92 |
X5 | 11.14 | 10.67 | 11.57 | 10.16 | 13.41 | 10.36 |
X6 | 5.55 | 5.43 | 5.03 | 4.67 | 6.94 | 4.30 |
X7 | 5.30 | 5.12 | 6.90 | 5.24 | 5.77 | 4.84 |
X8 | 8.05 | 11.73 | 16.54 | 13.57 | 8.30 | 14.32 |
X9 | 1.00 | 1.10 | 3.41 | 1.73 | 1.00 | 2.45 |
X10 | 9.53 | 9.67 | 6.14 | 8.57 | 8.59 | 5.39 |
X11 | 5.63 | 2.48 | 1.02 | 1.33 | 6.76 | 0.95 |
X12 | 3.33 | 4.06 | 4.24 | 3.88 | 3.09 | 3.48 |
X13 | 2.39 | 1.02 | 0.45 | 0.52 | 2.92 | 0.46 |
X14 | 0.31 | 0.19 | 0.11 | 0.13 | 0.41 | 0.12 |
X15 | 3.38 | 2.78 | 2.17 | 2.33 | 3.34 | 2.05 |
X16 | 605.11 | 161.29 | 26.83 | 46.26 | 1156.52 | 21.40 |
X17 | 105.96 | 357.85 | 1491.11 | 995.29 | 88.87 | 2142.27 |
X18 | 21.77 | 85.07 | 351.44 | 220.62 | 18.09 | 458.36 |
Y | 5.01 | 4.16 | 2.96 | 3.83 | 5.17 | 3.57 |
X19 | 1.03 | 0.89 | 0.66 | 0.80 | 1.05 | 0.74 |
X20 | 12.93 | 7.02 | 2.60 | 3.75 | 10.04 | 2.60 |
X21 | 0.65 | 0.54 | 0.44 | 0.49 | 0.68 | 0.46 |
Table 9 Statistical table of cluster analysis results
分类 Classify | Ⅰ | Ⅱ | Ⅲ | Ⅵ | Ⅴ | Ⅳ |
---|---|---|---|---|---|---|
聚类品系数 Cluster coefficient | 15 | 197 | 9 | 46 | 10 | 5 |
X1 | 41.24 | 57.31 | 58.17 | 60.72 | 38.00 | 69.79 |
X2 | 40.11 | 59.08 | 55.91 | 60.98 | 41.86 | 68.42 |
X3 | 3.28 | 5.95 | 10.41 | 7.75 | 3.79 | 9.43 |
X4 | 17.86 | 37.77 | 34.60 | 41.81 | 20.64 | 43.92 |
X5 | 11.14 | 10.67 | 11.57 | 10.16 | 13.41 | 10.36 |
X6 | 5.55 | 5.43 | 5.03 | 4.67 | 6.94 | 4.30 |
X7 | 5.30 | 5.12 | 6.90 | 5.24 | 5.77 | 4.84 |
X8 | 8.05 | 11.73 | 16.54 | 13.57 | 8.30 | 14.32 |
X9 | 1.00 | 1.10 | 3.41 | 1.73 | 1.00 | 2.45 |
X10 | 9.53 | 9.67 | 6.14 | 8.57 | 8.59 | 5.39 |
X11 | 5.63 | 2.48 | 1.02 | 1.33 | 6.76 | 0.95 |
X12 | 3.33 | 4.06 | 4.24 | 3.88 | 3.09 | 3.48 |
X13 | 2.39 | 1.02 | 0.45 | 0.52 | 2.92 | 0.46 |
X14 | 0.31 | 0.19 | 0.11 | 0.13 | 0.41 | 0.12 |
X15 | 3.38 | 2.78 | 2.17 | 2.33 | 3.34 | 2.05 |
X16 | 605.11 | 161.29 | 26.83 | 46.26 | 1156.52 | 21.40 |
X17 | 105.96 | 357.85 | 1491.11 | 995.29 | 88.87 | 2142.27 |
X18 | 21.77 | 85.07 | 351.44 | 220.62 | 18.09 | 458.36 |
Y | 5.01 | 4.16 | 2.96 | 3.83 | 5.17 | 3.57 |
X19 | 1.03 | 0.89 | 0.66 | 0.80 | 1.05 | 0.74 |
X20 | 12.93 | 7.02 | 2.60 | 3.75 | 10.04 | 2.60 |
X21 | 0.65 | 0.54 | 0.44 | 0.49 | 0.68 | 0.46 |
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