Acta Agriculturae Zhejiangensis ›› 2024, Vol. 36 ›› Issue (7): 1481-1491.DOI: 10.3969/j.issn.1004-1524.20240060
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LI Qingchao1(), YANG Shan1, ZHANG Dengfeng2, LIU Jianxin1, SUN Kaili1, WU Xun3,*(
)
Received:
2024-01-11
Online:
2024-07-25
Published:
2024-08-05
CLC Number:
LI Qingchao, YANG Shan, ZHANG Dengfeng, LIU Jianxin, SUN Kaili, WU Xun. Phenotypic diversity of ear traits in 487 maize landraces[J]. Acta Agriculturae Zhejiangensis, 2024, 36(7): 1481-1491.
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URL: http://www.zjnyxb.cn/EN/10.3969/j.issn.1004-1524.20240060
省份 Province | 数量Number | 总数 Total number | |
---|---|---|---|
糯玉米 Waxy maize | 普通玉米 Common maize | ||
贵州Guizhou | 99 | 203 | 302 |
陕西Shaanxi | 5 | 129 | 134 |
甘肃Gansu | 0 | 28 | 28 |
湖北Hubei | 0 | 23 | 23 |
合计Total | 104 | 383 | 487 |
Table 1 Information of 487 maize germplasm resources
省份 Province | 数量Number | 总数 Total number | |
---|---|---|---|
糯玉米 Waxy maize | 普通玉米 Common maize | ||
贵州Guizhou | 99 | 203 | 302 |
陕西Shaanxi | 5 | 129 | 134 |
甘肃Gansu | 0 | 28 | 28 |
湖北Hubei | 0 | 23 | 23 |
合计Total | 104 | 383 | 487 |
性状 Traits | 平均值 Average | 标准差 Standard deviation | 变异系数 Coefficient of Variation/% | H' | HGZ' | HSX' | HGS' | HHB' |
---|---|---|---|---|---|---|---|---|
穗长Ear length/cm | 16.496 | 2.256 | 13.7 | 1.821 | 1.878 | 2.128 | 1.930 | 2.175 |
秃尖长Bald tip length/cm | 0.883 | 0.627 | 71.0 | 1.516 | 1.599 | 1.508 | 2.125 | 2.020 |
穗粗Ear thick/cm | 4.057 | 0.584 | 14.4 | 0.945 | 0.988 | 1.684 | 1.871 | 2.103 |
轴粗Shaft thick/cm | 2.596 | 0.597 | 23.0 | 0.319 | 0.559 | 1.588 | 2.168 | 0.905 |
穗行数Number of rows per ear | 12.698 | 2.405 | 18.9 | 0.892 | 0.927 | 2.058 | 2.137 | 1.877 |
行粒数Number of grains per row | 32.056 | 5.249 | 16.4 | 1.286 | 1.699 | 1.079 | 2.015 | 1.908 |
百粒重100-Grain weight/g | 30.492 | 6.254 | 20.5 | 1.855 | 1.943 | 2.121 | 1.749 | 1.931 |
出籽率Seed yield percentage | 0.787 | 0.048 | 6.1 | 1.188 | 1.179 | 1.837 | 1.605 | 1.763 |
单穗穗重Weight per ear/g | 133.821 | 39.129 | 29.2 | 2.038 | 2.106 | 2.060 | 1.979 | 2.171 |
单穗粒重Grain weight per ear/g | 105.384 | 31.674 | 30.1 | 1.925 | 1.990 | 2.109 | 2.075 | 2.163 |
Table 2 Diversity of ear traits in maize germplasm resources
性状 Traits | 平均值 Average | 标准差 Standard deviation | 变异系数 Coefficient of Variation/% | H' | HGZ' | HSX' | HGS' | HHB' |
---|---|---|---|---|---|---|---|---|
穗长Ear length/cm | 16.496 | 2.256 | 13.7 | 1.821 | 1.878 | 2.128 | 1.930 | 2.175 |
秃尖长Bald tip length/cm | 0.883 | 0.627 | 71.0 | 1.516 | 1.599 | 1.508 | 2.125 | 2.020 |
穗粗Ear thick/cm | 4.057 | 0.584 | 14.4 | 0.945 | 0.988 | 1.684 | 1.871 | 2.103 |
轴粗Shaft thick/cm | 2.596 | 0.597 | 23.0 | 0.319 | 0.559 | 1.588 | 2.168 | 0.905 |
穗行数Number of rows per ear | 12.698 | 2.405 | 18.9 | 0.892 | 0.927 | 2.058 | 2.137 | 1.877 |
行粒数Number of grains per row | 32.056 | 5.249 | 16.4 | 1.286 | 1.699 | 1.079 | 2.015 | 1.908 |
百粒重100-Grain weight/g | 30.492 | 6.254 | 20.5 | 1.855 | 1.943 | 2.121 | 1.749 | 1.931 |
出籽率Seed yield percentage | 0.787 | 0.048 | 6.1 | 1.188 | 1.179 | 1.837 | 1.605 | 1.763 |
单穗穗重Weight per ear/g | 133.821 | 39.129 | 29.2 | 2.038 | 2.106 | 2.060 | 1.979 | 2.171 |
单穗粒重Grain weight per ear/g | 105.384 | 31.674 | 30.1 | 1.925 | 1.990 | 2.109 | 2.075 | 2.163 |
Fig.1 Individual quantity distribution map of 10 ear traits of 487 maize germplasm resources X1, Ear length; X2, Bald tip length; X3, Ear thick; X4, Shaft thick; X5, Number of rows per ear; X6, Number of grains per row; X7, 100-Grain weight; X8, Seed yield percentage; X9, Weight per ear; X10, Grain weight per ear.
性状Trait | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 |
---|---|---|---|---|---|---|---|---|---|
X2 | 0.032 | ||||||||
X3 | 0.391** | 0.046 | |||||||
X4 | -0.003 | -0.034 | 0.021 | ||||||
X5 | 0.035 | -0.014 | 0.175** | 0.254** | |||||
X6 | 0.184** | -0.077 | 0.088 | 0.142** | 0.137** | ||||
X7 | 0.105* | -0.025 | -0.088 | 0.088 | -0.318** | 0.256** | |||
X8 | 0.105* | -0.031 | 0.065 | -0.045 | 0.149** | 0.063 | -0.001 | ||
X9 | 0.156** | -0.041 | 0.068 | 0.300** | 0.163** | 0.678** | 0.639** | 0.058 | |
X10 | 0.171** | -0.044 | 0.073 | 0.284** | 0.181** | 0.669** | 0.627** | 0.234** | 0.982** |
Table 3 Correlation of ear traits of 487 maize germplasm resources
性状Trait | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 |
---|---|---|---|---|---|---|---|---|---|
X2 | 0.032 | ||||||||
X3 | 0.391** | 0.046 | |||||||
X4 | -0.003 | -0.034 | 0.021 | ||||||
X5 | 0.035 | -0.014 | 0.175** | 0.254** | |||||
X6 | 0.184** | -0.077 | 0.088 | 0.142** | 0.137** | ||||
X7 | 0.105* | -0.025 | -0.088 | 0.088 | -0.318** | 0.256** | |||
X8 | 0.105* | -0.031 | 0.065 | -0.045 | 0.149** | 0.063 | -0.001 | ||
X9 | 0.156** | -0.041 | 0.068 | 0.300** | 0.163** | 0.678** | 0.639** | 0.058 | |
X10 | 0.171** | -0.044 | 0.073 | 0.284** | 0.181** | 0.669** | 0.627** | 0.234** | 0.982** |
Fig.2 The UMAP map of ear characters of 487 maize germplasm resources grouped by provinces Each scatter point in the figure represented a maize germplasm resource (sample), and different colors indicated different groups. GS, GZ, HB, and SX represent Gansu Province, Guizhou Province, Hubei Province, and Shaanxi Province, respectively.
Fig.3 Systematic cluster maps of 10 ear traits of 487 maize germplasm resources The overlapping labels were hidden in the figure, the labeled numbers in the figure represented a maize germplasm resource (sample), with red representing cluster Ⅰ, blue representing cluster Ⅱ, green representing cluster Ⅲ, and purple representing cluster Ⅳ.
性状 Trait | 类群Ⅰ Cluster Ⅰ (n=187) | 类群Ⅱ Cluster Ⅱ (n=208) | 类群Ⅲ Cluster Ⅲ (n=48) | 类群Ⅳ Cluster Ⅳ (n=44) |
---|---|---|---|---|
穗长Ear length/cm | 16.83±2.27 a | 16.25±2.19 ab | 15.67±2.21 b | 17.13±2.18 a |
秃尖长Bald tip length/cm | 0.87±0.57 a | 0.89±0.69 a | 0.96±0.62 a | 0.83±0.54a |
穗粗Ear thick/cm | 4.1±0.5 a | 4.04±0.41 a | 3.94±1.12 a | 4.12±0.76 a |
轴粗Shaft thick/cm | 2.71±0.43 a | 2.54±0.75 b | 2.17±0.33 c | 2.86±0.24 a |
穗行数Number of rows per ear | 13.06±3.05 ab | 12.35±1.77 c | 12.07±2.14 bc | 13.51±1.64 a |
行粒数Number of grains per row | 34.3±3.59 b | 30.15±4.58 c | 25.83±4.09 d | 38.34±3.65 a |
百粒重100-Grain weight/g | 32.8±4.84 b | 28.75±4.61 c | 22.52±6.76 d | 37.64±5.23 a |
出籽率Seed yield percentage | 0.79±0.04 ab | 0.79±0.05 ab | 0.77±0.07 b | 0.80±0.03 a |
单穗穗重Weight per ear/g | 156.58±17.13 b | 112.4±11.88 c | 69.31±14.59 d | 208.73±16.27 a |
单穗粒重Grain weight per ear/g | 123.21±13.52 b | 88.33±10.21 c | 53.35±11.67 d | 167.03±14.08 a |
Table 4 Mean values of ear traits among four maize germplasm resource groups
性状 Trait | 类群Ⅰ Cluster Ⅰ (n=187) | 类群Ⅱ Cluster Ⅱ (n=208) | 类群Ⅲ Cluster Ⅲ (n=48) | 类群Ⅳ Cluster Ⅳ (n=44) |
---|---|---|---|---|
穗长Ear length/cm | 16.83±2.27 a | 16.25±2.19 ab | 15.67±2.21 b | 17.13±2.18 a |
秃尖长Bald tip length/cm | 0.87±0.57 a | 0.89±0.69 a | 0.96±0.62 a | 0.83±0.54a |
穗粗Ear thick/cm | 4.1±0.5 a | 4.04±0.41 a | 3.94±1.12 a | 4.12±0.76 a |
轴粗Shaft thick/cm | 2.71±0.43 a | 2.54±0.75 b | 2.17±0.33 c | 2.86±0.24 a |
穗行数Number of rows per ear | 13.06±3.05 ab | 12.35±1.77 c | 12.07±2.14 bc | 13.51±1.64 a |
行粒数Number of grains per row | 34.3±3.59 b | 30.15±4.58 c | 25.83±4.09 d | 38.34±3.65 a |
百粒重100-Grain weight/g | 32.8±4.84 b | 28.75±4.61 c | 22.52±6.76 d | 37.64±5.23 a |
出籽率Seed yield percentage | 0.79±0.04 ab | 0.79±0.05 ab | 0.77±0.07 b | 0.80±0.03 a |
单穗穗重Weight per ear/g | 156.58±17.13 b | 112.4±11.88 c | 69.31±14.59 d | 208.73±16.27 a |
单穗粒重Grain weight per ear/g | 123.21±13.52 b | 88.33±10.21 c | 53.35±11.67 d | 167.03±14.08 a |
性状 Trait | 主成分1 Principal component 1 | 主成分2 Principal component 2 | 主成分3 Principal component 3 | 主成分4 Principal component 4 |
---|---|---|---|---|
穗长Ear length | 0.278 | 0.457 | 0.616 | 0.07 |
秃尖长Bald tip length | -0.075 | 0.065 | 0.229 | 0.545 |
穗粗Ear thick | 0.139 | 0.668 | 0.422 | 0.177 |
轴粗Shaft thick | 0.357 | 0.159 | -0.54 | 0.39 |
穗行数Number of rows per ear | 0.176 | 0.68 | -0.536 | 0.003 |
行粒数Number of grains per row | 0.753 | 0.064 | -0.03 | -0.031 |
百粒重100-Grain weight | 0.654 | -0.535 | 0.278 | 0.026 |
出籽率Seed yield percentage | 0.176 | 0.312 | 0.051 | -0.738 |
单穗穗重Weight per ear | 0.965 | -0.101 | -0.055 | 0.063 |
单穗粒重Grain weight per ear | 0.971 | -0.048 | -0.042 | -0.07 |
特征值Eigenvalues | 3.159 | 1.548 | 1.274 | 1.04 |
贡献率Contribution rate/% | 31.589 | 15.485 | 12.741 | 10.402 |
累计贡献率Cumulative contribution rate/% | 31.589 | 47.073 | 59.814 | 70.216 |
Table 5 Principal component analysis of 10 ear traits of 487 maize germplasm resource
性状 Trait | 主成分1 Principal component 1 | 主成分2 Principal component 2 | 主成分3 Principal component 3 | 主成分4 Principal component 4 |
---|---|---|---|---|
穗长Ear length | 0.278 | 0.457 | 0.616 | 0.07 |
秃尖长Bald tip length | -0.075 | 0.065 | 0.229 | 0.545 |
穗粗Ear thick | 0.139 | 0.668 | 0.422 | 0.177 |
轴粗Shaft thick | 0.357 | 0.159 | -0.54 | 0.39 |
穗行数Number of rows per ear | 0.176 | 0.68 | -0.536 | 0.003 |
行粒数Number of grains per row | 0.753 | 0.064 | -0.03 | -0.031 |
百粒重100-Grain weight | 0.654 | -0.535 | 0.278 | 0.026 |
出籽率Seed yield percentage | 0.176 | 0.312 | 0.051 | -0.738 |
单穗穗重Weight per ear | 0.965 | -0.101 | -0.055 | 0.063 |
单穗粒重Grain weight per ear | 0.971 | -0.048 | -0.042 | -0.07 |
特征值Eigenvalues | 3.159 | 1.548 | 1.274 | 1.04 |
贡献率Contribution rate/% | 31.589 | 15.485 | 12.741 | 10.402 |
累计贡献率Cumulative contribution rate/% | 31.589 | 47.073 | 59.814 | 70.216 |
种质编号 Germplasm NO. | F值 F value | 来源 Source | 种质名称 Germplasm name | 类群 Cluster group | 排名 Ranking |
---|---|---|---|---|---|
K220303 | 1.708 | 贵州Guizhou Province | 血丝苞谷Blood Silk Maize | 3 | 1 |
K220438 | 1.695 | 贵州uizhou Province | 大黄包谷Large Yellow Maize | 4 | 2 |
K220177 | 1.462 | 贵州Guizhou Province | 秀洞红玉米Xiudong Red Maize | 4 | 3 |
K220307 | 1.367 | 贵州Guizhou Province | 18路苞谷18-Row Maize | 4 | 4 |
K220413 | 1.355 | 贵州Guizhou Province | 本地苞谷-3 Local Maize-3 | 4 | 5 |
K220349 | 1.292 | 贵州Guizhou Province | 白马牙White Horse Tooth | 4 | 6 |
K220482 | 1.287 | 贵州Guizhou Province | 马芽包谷Horse Tooth Maize | 4 | 7 |
K220486 | 1.283 | 贵州Guizhou Province | 上纳糯玉米Shangna Glutinous Maize | 4 | 8 |
K220305 | 1.254 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 9 |
K220353 | 1.181 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 10 |
K220409 | 1.168 | 贵州Guizhou Province | 黄玉米Yellow Maize | 4 | 11 |
K220210 | 1.166 | 贵州Guizhou Province | 马铃本地白包谷Local White Maize from MaLing | 1 | 12 |
K220412 | 1.125 | 贵州Guizhou Province | 本地苞谷-2 Local Maize-2 | 4 | 13 |
K220502 | 1.114 | 湖北Hubei Province | 马回营大籽白Large Seed White Mai from Mahuiying | 4 | 14 |
K220345 | 1.004 | 贵州Guizhou Province | 黄包谷Yellow Maize | 1 | 15 |
Table 6 Comprehensive evaluation and ranking of fifteen excellent maize germplasm resources
种质编号 Germplasm NO. | F值 F value | 来源 Source | 种质名称 Germplasm name | 类群 Cluster group | 排名 Ranking |
---|---|---|---|---|---|
K220303 | 1.708 | 贵州Guizhou Province | 血丝苞谷Blood Silk Maize | 3 | 1 |
K220438 | 1.695 | 贵州uizhou Province | 大黄包谷Large Yellow Maize | 4 | 2 |
K220177 | 1.462 | 贵州Guizhou Province | 秀洞红玉米Xiudong Red Maize | 4 | 3 |
K220307 | 1.367 | 贵州Guizhou Province | 18路苞谷18-Row Maize | 4 | 4 |
K220413 | 1.355 | 贵州Guizhou Province | 本地苞谷-3 Local Maize-3 | 4 | 5 |
K220349 | 1.292 | 贵州Guizhou Province | 白马牙White Horse Tooth | 4 | 6 |
K220482 | 1.287 | 贵州Guizhou Province | 马芽包谷Horse Tooth Maize | 4 | 7 |
K220486 | 1.283 | 贵州Guizhou Province | 上纳糯玉米Shangna Glutinous Maize | 4 | 8 |
K220305 | 1.254 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 9 |
K220353 | 1.181 | 贵州Guizhou Province | 红包谷Red Maize | 4 | 10 |
K220409 | 1.168 | 贵州Guizhou Province | 黄玉米Yellow Maize | 4 | 11 |
K220210 | 1.166 | 贵州Guizhou Province | 马铃本地白包谷Local White Maize from MaLing | 1 | 12 |
K220412 | 1.125 | 贵州Guizhou Province | 本地苞谷-2 Local Maize-2 | 4 | 13 |
K220502 | 1.114 | 湖北Hubei Province | 马回营大籽白Large Seed White Mai from Mahuiying | 4 | 14 |
K220345 | 1.004 | 贵州Guizhou Province | 黄包谷Yellow Maize | 1 | 15 |
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