Journal of Agricultural Science and Technology ›› 2024, Vol. 26 ›› Issue (2): 33-45.DOI: 10.13304/j.nykjdb.2023.0583
• BIOTECHNOLOGY & LIFE SCIENCE • Previous Articles Next Articles
Yan JIN1(), Quanhao SONG1(), Jiajing SONG1, Liang CHEN2, Lishang ZHAO1, Jie CHEN1, Dong BAI1, Tongquan ZHU1
Received:
2023-08-06
Accepted:
2023-10-23
Online:
2024-02-15
Published:
2024-02-04
Contact:
Quanhao SONG
金艳1(), 宋全昊1(), 宋佳静1, 陈亮2, 赵立尚1, 陈杰1, 白冬1, 朱统泉1
通讯作者:
宋全昊
作者简介:
金艳E-mail:421156341@qq.com;
基金资助:
CLC Number:
Yan JIN, Quanhao SONG, Jiajing SONG, Liang CHEN, Lishang ZHAO, Jie CHEN, Dong BAI, Tongquan ZHU. Comprehensive Evaluation of 69 Wheat Germplasm Resources[J]. Journal of Agricultural Science and Technology, 2024, 26(2): 33-45.
金艳, 宋全昊, 宋佳静, 陈亮, 赵立尚, 陈杰, 白冬, 朱统泉. 69份小麦种质资源的综合性评价[J]. 中国农业科技导报, 2024, 26(2): 33-45.
编号 Code | 品种(系) Variety (line) | 编号 Code | 品种(系) Variety (line) | 编号 Code | 品种(系) Variety (line) |
---|---|---|---|---|---|
1 | 豫农905 Yunong 905 | 24 | 天民360 Tianmin 360 | 47 | CIMMYT6 |
2 | 中植麦16 Zhongzhimai 16 | 25 | 存麦29 Cunmai 29 | 48 | CIMMYT7 |
3 | 豫农903 Yunong 903 | 26 | 豫农907 Yunong 907 | 49 | CIMMYT8 |
4 | 瑞华519 Ruihua 519 | 27 | 永丰206 Yongfeng 206 | 50 | CIMMYT9 |
5 | 泛麦27 Fanmai 27 | 28 | 天益科麦11 Tianyikemai 11 | 51 | CIMMYT 10 |
6 | 泛麦26 Fanmai 26 | 29 | 安科1907 Anke 1907 | 52 | CIMMYT 11 |
7 | 西农1125 Xinong 1125 | 30 | 豫农920 Yunong 920 | 53 | CIMMYT 12 |
8 | 安科1605 Anke 1605 | 31 | 郑麦827 Zhengmai 827 | 54 | CIMMYT 13 |
9 | 泛育麦32 Fanyumai 32 | 32 | 郑麦828 Zhengmai 828 | 55 | CIMMYT 14 |
10 | 新麦58 Xinmai 58 | 33 | 豫州121 Yuzhou 121 | 56 | CIMMYT 15 |
11 | 豫农优9号Yunongyou 9 | 34 | 郑麦823 Zhengmai 823 | 57 | CIMMYT 16 |
12 | 驻麦562 Zhumai 562 | 35 | 郑麦518 Zhengmai 518 | 58 | CIMMYT 17 |
13 | 西农926 Xinong 926 | 36 | 豫农911 Yunong 911 | 59 | CIMMYT 18 |
14 | 郑麦181 Zhengmai 181 | 37 | 郑麦21 Zhengmai 21 | 60 | CIMMYT 19 |
15 | 淮麦40 Huaimai 40 | 38 | 驻麦328 Zhumai 328 | 61 | CIMMYT 20 |
16 | 郑研麦182 Zhengyanmai 182 | 39 | 驻麦305 Zhumai 305 | 62 | CIMMYT 21 |
17 | 许科108 Xuke 108 | 40 | 驻麦762 Zhumai 762 | 63 | CIMMYT 22 |
18 | 周麦18 Zhoumai 18 | 41 | 驻麦586 Zhumai 586 | 64 | CIMMYT 23 |
19 | 驻麦591 Zhumai 591 | 42 | CIMMYT 1 | 65 | CIMMYT 24 |
20 | 郑麦113 Zhengmai 113 | 43 | CIMMYT 2 | 66 | CIMMYT 25 |
21 | 周麦36 Zhoumai 36 | 44 | CIMMYT 3 | 67 | CIMMYT 26 |
22 | 西农633 Xinong 633 | 45 | CIMMYT 4 | 68 | CIMMYT 27 |
23 | 安科1901 Anke 1901 | 46 | CIMMYT 5 | 69 | CIMMYT 28 |
Table 1 Code and name of materials in this study
编号 Code | 品种(系) Variety (line) | 编号 Code | 品种(系) Variety (line) | 编号 Code | 品种(系) Variety (line) |
---|---|---|---|---|---|
1 | 豫农905 Yunong 905 | 24 | 天民360 Tianmin 360 | 47 | CIMMYT6 |
2 | 中植麦16 Zhongzhimai 16 | 25 | 存麦29 Cunmai 29 | 48 | CIMMYT7 |
3 | 豫农903 Yunong 903 | 26 | 豫农907 Yunong 907 | 49 | CIMMYT8 |
4 | 瑞华519 Ruihua 519 | 27 | 永丰206 Yongfeng 206 | 50 | CIMMYT9 |
5 | 泛麦27 Fanmai 27 | 28 | 天益科麦11 Tianyikemai 11 | 51 | CIMMYT 10 |
6 | 泛麦26 Fanmai 26 | 29 | 安科1907 Anke 1907 | 52 | CIMMYT 11 |
7 | 西农1125 Xinong 1125 | 30 | 豫农920 Yunong 920 | 53 | CIMMYT 12 |
8 | 安科1605 Anke 1605 | 31 | 郑麦827 Zhengmai 827 | 54 | CIMMYT 13 |
9 | 泛育麦32 Fanyumai 32 | 32 | 郑麦828 Zhengmai 828 | 55 | CIMMYT 14 |
10 | 新麦58 Xinmai 58 | 33 | 豫州121 Yuzhou 121 | 56 | CIMMYT 15 |
11 | 豫农优9号Yunongyou 9 | 34 | 郑麦823 Zhengmai 823 | 57 | CIMMYT 16 |
12 | 驻麦562 Zhumai 562 | 35 | 郑麦518 Zhengmai 518 | 58 | CIMMYT 17 |
13 | 西农926 Xinong 926 | 36 | 豫农911 Yunong 911 | 59 | CIMMYT 18 |
14 | 郑麦181 Zhengmai 181 | 37 | 郑麦21 Zhengmai 21 | 60 | CIMMYT 19 |
15 | 淮麦40 Huaimai 40 | 38 | 驻麦328 Zhumai 328 | 61 | CIMMYT 20 |
16 | 郑研麦182 Zhengyanmai 182 | 39 | 驻麦305 Zhumai 305 | 62 | CIMMYT 21 |
17 | 许科108 Xuke 108 | 40 | 驻麦762 Zhumai 762 | 63 | CIMMYT 22 |
18 | 周麦18 Zhoumai 18 | 41 | 驻麦586 Zhumai 586 | 64 | CIMMYT 23 |
19 | 驻麦591 Zhumai 591 | 42 | CIMMYT 1 | 65 | CIMMYT 24 |
20 | 郑麦113 Zhengmai 113 | 43 | CIMMYT 2 | 66 | CIMMYT 25 |
21 | 周麦36 Zhoumai 36 | 44 | CIMMYT 3 | 67 | CIMMYT 26 |
22 | 西农633 Xinong 633 | 45 | CIMMYT 4 | 68 | CIMMYT 27 |
23 | 安科1901 Anke 1901 | 46 | CIMMYT 5 | 69 | CIMMYT 28 |
性状 Trait | 年份 Year | 最小值 Minmum | 最大值 Maxmum | 均值 Mean | 标准差 Standard deviation | 变幅 Range | 变异系数 Variable coefficient | 多样性指数 Diversity index |
---|---|---|---|---|---|---|---|---|
株高PH/cm | 2020—2021 | 54.70 | 101.80 | 74.50 | 13.53 | 47.10 | 18.16% | 1.83 |
2021—2022 | 51.50 | 102.75 | 74.77 | 13.43 | 51.25 | 17.96% | 1.92 | |
穗下节PL/cm | 2020—2021 | 12.45 | 38.25 | 24.84 | 5.55 | 25.80 | 22.36% | 2.05 |
2021—2022 | 13.80 | 37.60 | 24.69 | 5.50 | 23.80 | 22.28% | 2.01 | |
穗下茎UL/cm | 2020—2021 | 1.35 | 17.42 | 6.95 | 3.75 | 16.07 | 53.95% | 1.86 |
2021—2022 | 1.27 | 17.25 | 7.00 | 4.05 | 15.98 | 57.86% | 1.85 | |
旗叶长FL/cm | 2020—2021 | 11.00 | 28.04 | 19.19 | 3.93 | 17.04 | 20.49% | 2.06 |
2021—2022 | 11.88 | 28.35 | 19.29 | 4.03 | 16.47 | 20.89% | 2.06 | |
旗叶宽FW/cm | 2020—2021 | 1.40 | 2.52 | 1.97 | 0.23 | 1.12 | 11.87% | 1.98 |
2021—2022 | 1.33 | 2.63 | 1.98 | 0.29 | 1.30 | 14.65% | 2.01 | |
穗粒数KPS | 2020—2021 | 32.00 | 78.50 | 53.59 | 9.85 | 46.50 | 18.38% | 2.09 |
2021—2022 | 32.50 | 78.00 | 53.49 | 9.95 | 45.50 | 18.60% | 2.07 | |
穗长EL/cm | 2020—2021 | 7.13 | 14.70 | 10.25 | 1.62 | 7.57 | 15.76% | 1.99 |
2021—2022 | 6.75 | 15.95 | 10.28 | 1.76 | 9.20 | 17.12% | 2.07 | |
分蘖TN | 2020—2021 | 51.50 | 117.00 | 79.52 | 14.81 | 65.50 | 18.63% | 2.01 |
2021—2022 | 50.50 | 123.00 | 79.95 | 14.99 | 72.50 | 18.75% | 2.02 | |
单株生物量B/g | 2020—2021 | 177.65 | 463.70 | 320.85 | 70.35 | 286.05 | 21.93% | 2.04 |
2021—2022 | 182.45 | 494.50 | 321.26 | 71.46 | 312.05 | 22.24% | 2.05 | |
单株产量Y/g | 2020—2021 | 66.68 | 214.36 | 134.34 | 32.23 | 147.68 | 23.99% | 2.04 |
2021—2022 | 57.68 | 209.36 | 134.69 | 32.22 | 151.68 | 23.92% | 2.08 | |
千粒重TKW/g | 2020—2021 | 27.65 | 50.72 | 41.45 | 5.01 | 23.07 | 12.09% | 1.98 |
2021—2022 | 27.62 | 50.84 | 41.45 | 5.05 | 23.22 | 12.18% | 1.98 | |
水分M/% | 2020—2021 | 12.62 | 13.51 | 13.10 | 0.22 | 0.89 | 1.69% | 2.05 |
2021—2022 | 12.61 | 13.48 | 13.08 | 0.21 | 0.87 | 1.61% | 2.03 | |
吸水率A/% | 2020—2021 | 53.50 | 63.75 | 59.89 | 2.25 | 10.25 | 3.75% | 1.99 |
2021—2022 | 53.75 | 63.60 | 59.93 | 2.24 | 9.85 | 3.74% | 2.01 | |
蛋白质P/% | 2020—2021 | 10.99 | 14.78 | 12.91 | 0.70 | 3.79 | 5.43% | 1.84 |
2021—2022 | 11.00 | 14.91 | 12.91 | 0.71 | 3.91 | 5.50% | 1.83 | |
面筋G/% | 2020—2021 | 23.56 | 31.88 | 27.84 | 1.60 | 8.32 | 5.75% | 2.02 |
2021—2022 | 23.69 | 31.73 | 27.75 | 1.62 | 8.04 | 5.84% | 2.03 | |
硬度H | 2020—2021 | 51.00 | 71.50 | 62.99 | 4.40 | 20.50 | 6.98% | 1.92 |
2021—2022 | 51.00 | 70.50 | 63.16 | 4.25 | 19.50 | 6.73% | 1.92 | |
沉降值S/mL | 2020—2021 | 20.70 | 37.55 | 29.30 | 3.87 | 16.85 | 13.21% | 2.01 |
2021—2022 | 19.65 | 37.65 | 29.58 | 3.85 | 18.00 | 13.02% | 2.06 |
Table 2 Agronomic, yield and grain quality traits of 69 wheat cultivars
性状 Trait | 年份 Year | 最小值 Minmum | 最大值 Maxmum | 均值 Mean | 标准差 Standard deviation | 变幅 Range | 变异系数 Variable coefficient | 多样性指数 Diversity index |
---|---|---|---|---|---|---|---|---|
株高PH/cm | 2020—2021 | 54.70 | 101.80 | 74.50 | 13.53 | 47.10 | 18.16% | 1.83 |
2021—2022 | 51.50 | 102.75 | 74.77 | 13.43 | 51.25 | 17.96% | 1.92 | |
穗下节PL/cm | 2020—2021 | 12.45 | 38.25 | 24.84 | 5.55 | 25.80 | 22.36% | 2.05 |
2021—2022 | 13.80 | 37.60 | 24.69 | 5.50 | 23.80 | 22.28% | 2.01 | |
穗下茎UL/cm | 2020—2021 | 1.35 | 17.42 | 6.95 | 3.75 | 16.07 | 53.95% | 1.86 |
2021—2022 | 1.27 | 17.25 | 7.00 | 4.05 | 15.98 | 57.86% | 1.85 | |
旗叶长FL/cm | 2020—2021 | 11.00 | 28.04 | 19.19 | 3.93 | 17.04 | 20.49% | 2.06 |
2021—2022 | 11.88 | 28.35 | 19.29 | 4.03 | 16.47 | 20.89% | 2.06 | |
旗叶宽FW/cm | 2020—2021 | 1.40 | 2.52 | 1.97 | 0.23 | 1.12 | 11.87% | 1.98 |
2021—2022 | 1.33 | 2.63 | 1.98 | 0.29 | 1.30 | 14.65% | 2.01 | |
穗粒数KPS | 2020—2021 | 32.00 | 78.50 | 53.59 | 9.85 | 46.50 | 18.38% | 2.09 |
2021—2022 | 32.50 | 78.00 | 53.49 | 9.95 | 45.50 | 18.60% | 2.07 | |
穗长EL/cm | 2020—2021 | 7.13 | 14.70 | 10.25 | 1.62 | 7.57 | 15.76% | 1.99 |
2021—2022 | 6.75 | 15.95 | 10.28 | 1.76 | 9.20 | 17.12% | 2.07 | |
分蘖TN | 2020—2021 | 51.50 | 117.00 | 79.52 | 14.81 | 65.50 | 18.63% | 2.01 |
2021—2022 | 50.50 | 123.00 | 79.95 | 14.99 | 72.50 | 18.75% | 2.02 | |
单株生物量B/g | 2020—2021 | 177.65 | 463.70 | 320.85 | 70.35 | 286.05 | 21.93% | 2.04 |
2021—2022 | 182.45 | 494.50 | 321.26 | 71.46 | 312.05 | 22.24% | 2.05 | |
单株产量Y/g | 2020—2021 | 66.68 | 214.36 | 134.34 | 32.23 | 147.68 | 23.99% | 2.04 |
2021—2022 | 57.68 | 209.36 | 134.69 | 32.22 | 151.68 | 23.92% | 2.08 | |
千粒重TKW/g | 2020—2021 | 27.65 | 50.72 | 41.45 | 5.01 | 23.07 | 12.09% | 1.98 |
2021—2022 | 27.62 | 50.84 | 41.45 | 5.05 | 23.22 | 12.18% | 1.98 | |
水分M/% | 2020—2021 | 12.62 | 13.51 | 13.10 | 0.22 | 0.89 | 1.69% | 2.05 |
2021—2022 | 12.61 | 13.48 | 13.08 | 0.21 | 0.87 | 1.61% | 2.03 | |
吸水率A/% | 2020—2021 | 53.50 | 63.75 | 59.89 | 2.25 | 10.25 | 3.75% | 1.99 |
2021—2022 | 53.75 | 63.60 | 59.93 | 2.24 | 9.85 | 3.74% | 2.01 | |
蛋白质P/% | 2020—2021 | 10.99 | 14.78 | 12.91 | 0.70 | 3.79 | 5.43% | 1.84 |
2021—2022 | 11.00 | 14.91 | 12.91 | 0.71 | 3.91 | 5.50% | 1.83 | |
面筋G/% | 2020—2021 | 23.56 | 31.88 | 27.84 | 1.60 | 8.32 | 5.75% | 2.02 |
2021—2022 | 23.69 | 31.73 | 27.75 | 1.62 | 8.04 | 5.84% | 2.03 | |
硬度H | 2020—2021 | 51.00 | 71.50 | 62.99 | 4.40 | 20.50 | 6.98% | 1.92 |
2021—2022 | 51.00 | 70.50 | 63.16 | 4.25 | 19.50 | 6.73% | 1.92 | |
沉降值S/mL | 2020—2021 | 20.70 | 37.55 | 29.30 | 3.87 | 16.85 | 13.21% | 2.01 |
2021—2022 | 19.65 | 37.65 | 29.58 | 3.85 | 18.00 | 13.02% | 2.06 |
性状 Trait | 株高 PH | 穗下节 PL | 穗下茎 UL | 旗叶长 FL | 旗叶宽 FW | 穗粒数KPS | 穗长 EL | 分蘖 TN | 单株生物量 B | 单株产量 Y | 千粒重TKW | 水分 M | 吸水率 A | 蛋白质 P | 面筋 G | 硬度 H |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
穗下节PL | 0.794** | |||||||||||||||
穗下茎UL | 0.788** | 0.896** | ||||||||||||||
旗叶长FL | 0.047 | 0.315** | 0.238* | |||||||||||||
旗叶宽FW | -0.419** | -0.216 | -0.204 | 0.247* | ||||||||||||
穗粒数KPS | 0.054 | -0.036 | -0.122 | 0.034 | 0.288* | |||||||||||
穗长EL | 0.616** | 0.488** | 0.393** | 0.141 | -0.049 | 0.453** | ||||||||||
分蘖TN | -0.013 | -0.163 | -0.193 | -0.254* | 0.097 | 0.150 | 0.018 | |||||||||
单株生物量B | 0.223 | 0.129 | 0.096 | -0.074 | 0.155 | 0.314** | 0.327** | 0.663** | ||||||||
单株产量Y | 0.109 | 0.063 | 0.062 | 0.049 | 0.226 | 0.338** | 0.231 | 0.574** | 0.832** | |||||||
千粒重TKW | 0.055 | 0.090 | 0.103 | 0.087 | -0.017 | -0.074 | 0.220 | -0.247* | 0.102 | 0.203 | ||||||
水分M | -0.256* | -0.236 | -0.203 | -0.305* | -0.009 | 0.011 | -0.099 | 0.205 | 0.057 | -0.049 | -0.033 | |||||
吸水率A | 0.233 | 0.203 | 0.238* | -0.031 | -0.102 | -0.051 | 0.107 | 0.048 | 0.176 | 0.001 | -0.130 | -0.045 | ||||
蛋白质P | 0.500** | 0.453** | 0.475** | 0.153 | -0.209 | 0.147 | 0.332** | -0.118 | 0.085 | 0.040 | 0.156 | -0.335** | 0.045 | |||
面筋G | 0.475** | 0.448** | 0.468** | 0.170 | -0.218 | 0.182 | 0.329** | -0.151 | 0.088 | 0.020 | 0.090 | -0.245* | 0.209 | 0.944** | ||
硬度H | 0.134 | 0.107 | 0.146 | -0.088 | -0.059 | -0.100 | 0.013 | 0.040 | 0.036 | -0.083 | -0.210 | -0.083 | 0.915** | -0.167 | -0.021 | |
沉降值S | 0.751** | 0.654** | 0.663** | 0.063 | -0.303* | 0.111 | 0.497** | -0.090 | 0.168 | 0.069 | 0.109 | -0.261* | 0.429** | 0.717** | 0.699** | 0.265* |
Table 3 Correlation analysis among main traits
性状 Trait | 株高 PH | 穗下节 PL | 穗下茎 UL | 旗叶长 FL | 旗叶宽 FW | 穗粒数KPS | 穗长 EL | 分蘖 TN | 单株生物量 B | 单株产量 Y | 千粒重TKW | 水分 M | 吸水率 A | 蛋白质 P | 面筋 G | 硬度 H |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
穗下节PL | 0.794** | |||||||||||||||
穗下茎UL | 0.788** | 0.896** | ||||||||||||||
旗叶长FL | 0.047 | 0.315** | 0.238* | |||||||||||||
旗叶宽FW | -0.419** | -0.216 | -0.204 | 0.247* | ||||||||||||
穗粒数KPS | 0.054 | -0.036 | -0.122 | 0.034 | 0.288* | |||||||||||
穗长EL | 0.616** | 0.488** | 0.393** | 0.141 | -0.049 | 0.453** | ||||||||||
分蘖TN | -0.013 | -0.163 | -0.193 | -0.254* | 0.097 | 0.150 | 0.018 | |||||||||
单株生物量B | 0.223 | 0.129 | 0.096 | -0.074 | 0.155 | 0.314** | 0.327** | 0.663** | ||||||||
单株产量Y | 0.109 | 0.063 | 0.062 | 0.049 | 0.226 | 0.338** | 0.231 | 0.574** | 0.832** | |||||||
千粒重TKW | 0.055 | 0.090 | 0.103 | 0.087 | -0.017 | -0.074 | 0.220 | -0.247* | 0.102 | 0.203 | ||||||
水分M | -0.256* | -0.236 | -0.203 | -0.305* | -0.009 | 0.011 | -0.099 | 0.205 | 0.057 | -0.049 | -0.033 | |||||
吸水率A | 0.233 | 0.203 | 0.238* | -0.031 | -0.102 | -0.051 | 0.107 | 0.048 | 0.176 | 0.001 | -0.130 | -0.045 | ||||
蛋白质P | 0.500** | 0.453** | 0.475** | 0.153 | -0.209 | 0.147 | 0.332** | -0.118 | 0.085 | 0.040 | 0.156 | -0.335** | 0.045 | |||
面筋G | 0.475** | 0.448** | 0.468** | 0.170 | -0.218 | 0.182 | 0.329** | -0.151 | 0.088 | 0.020 | 0.090 | -0.245* | 0.209 | 0.944** | ||
硬度H | 0.134 | 0.107 | 0.146 | -0.088 | -0.059 | -0.100 | 0.013 | 0.040 | 0.036 | -0.083 | -0.210 | -0.083 | 0.915** | -0.167 | -0.021 | |
沉降值S | 0.751** | 0.654** | 0.663** | 0.063 | -0.303* | 0.111 | 0.497** | -0.090 | 0.168 | 0.069 | 0.109 | -0.261* | 0.429** | 0.717** | 0.699** | 0.265* |
性状Trait | 主成分Principal component | |||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | |
x1:株高PH | 0.87 | 0.02 | 0.09 | -0.21 | 0.20 | 0.13 |
x2:穗下节PL | 0.84 | -0.10 | -0.01 | 0.05 | 0.36 | 0.09 |
x3:穗下茎UL | 0.83 | -0.14 | 0.04 | 0.01 | 0.36 | 0.02 |
x4:旗叶长FL | 0.23 | -0.12 | -0.35 | 0.68 | 0.20 | -0.10 |
x5:旗叶宽FW | -0.30 | 0.35 | -0.20 | 0.66 | -0.04 | 0.07 |
x6:穗粒数KPS | 0.13 | 0.54 | -0.23 | 0.20 | -0.48 | 0.50 |
x7:穗长EL | 0.63 | 0.32 | -0.15 | 0.04 | 0.05 | 0.53 |
x8:分蘖TN | -0.12 | 0.77 | 0.26 | -0.25 | -0.02 | -0.24 |
x9:单株生物量B | 0.23 | 0.89 | 0.10 | -0.06 | 0.13 | -0.17 |
x10:单株产量Y | 0.15 | 0.87 | -0.09 | 0.06 | 0.19 | -0.26 |
x11:千粒重TKW | 0.16 | 0.03 | -0.40 | -0.05 | 0.38 | -0.03 |
x12:水分M | -0.36 | 0.16 | 0.15 | -0.43 | 0.08 | 0.44 |
x13:吸水率A | 0.35 | 0.01 | 0.83 | 0.28 | -0.11 | -0.01 |
x14:蛋白质P | 0.76 | -0.07 | -0.32 | -0.13 | -0.44 | -0.26 |
x15:面筋G | 0.76 | -0.08 | -0.18 | -0.07 | -0.49 | -0.19 |
x16:硬度H | 0.18 | -0.06 | 0.89 | 0.33 | -0.04 | 0.04 |
x17:沉降值S | 0.90 | -0.03 | 0.14 | -0.07 | -0.16 | -0.01 |
特征值 Eigenvalue | 5.05 | 2.73 | 2.15 | 1.45 | 1.24 | 1.03 |
方差贡献率 Contribution rate/% | 29.71 | 16.03 | 12.64 | 8.54 | 7.31 | 6.03 |
累积贡献率 Cumulative contribution rate/% | 29.71 | 45.74 | 58.38 | 66.92 | 74.24 | 80.27 |
Table 4 Principal component analysis of main traits
性状Trait | 主成分Principal component | |||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | |
x1:株高PH | 0.87 | 0.02 | 0.09 | -0.21 | 0.20 | 0.13 |
x2:穗下节PL | 0.84 | -0.10 | -0.01 | 0.05 | 0.36 | 0.09 |
x3:穗下茎UL | 0.83 | -0.14 | 0.04 | 0.01 | 0.36 | 0.02 |
x4:旗叶长FL | 0.23 | -0.12 | -0.35 | 0.68 | 0.20 | -0.10 |
x5:旗叶宽FW | -0.30 | 0.35 | -0.20 | 0.66 | -0.04 | 0.07 |
x6:穗粒数KPS | 0.13 | 0.54 | -0.23 | 0.20 | -0.48 | 0.50 |
x7:穗长EL | 0.63 | 0.32 | -0.15 | 0.04 | 0.05 | 0.53 |
x8:分蘖TN | -0.12 | 0.77 | 0.26 | -0.25 | -0.02 | -0.24 |
x9:单株生物量B | 0.23 | 0.89 | 0.10 | -0.06 | 0.13 | -0.17 |
x10:单株产量Y | 0.15 | 0.87 | -0.09 | 0.06 | 0.19 | -0.26 |
x11:千粒重TKW | 0.16 | 0.03 | -0.40 | -0.05 | 0.38 | -0.03 |
x12:水分M | -0.36 | 0.16 | 0.15 | -0.43 | 0.08 | 0.44 |
x13:吸水率A | 0.35 | 0.01 | 0.83 | 0.28 | -0.11 | -0.01 |
x14:蛋白质P | 0.76 | -0.07 | -0.32 | -0.13 | -0.44 | -0.26 |
x15:面筋G | 0.76 | -0.08 | -0.18 | -0.07 | -0.49 | -0.19 |
x16:硬度H | 0.18 | -0.06 | 0.89 | 0.33 | -0.04 | 0.04 |
x17:沉降值S | 0.90 | -0.03 | 0.14 | -0.07 | -0.16 | -0.01 |
特征值 Eigenvalue | 5.05 | 2.73 | 2.15 | 1.45 | 1.24 | 1.03 |
方差贡献率 Contribution rate/% | 29.71 | 16.03 | 12.64 | 8.54 | 7.31 | 6.03 |
累积贡献率 Cumulative contribution rate/% | 29.71 | 45.74 | 58.38 | 66.92 | 74.24 | 80.27 |
品种(系) Variety (line) | 农艺性状 Agronomic trait | 品质性状 Quality trait | 综合性状 Comprehensive trait | 排名 Ranking | 品种(系) Variety (line) | 农艺性状Agronomic trait | 品质性状 Quality trait | 综合性状Comprehensive trait | 排名 Ranking |
---|---|---|---|---|---|---|---|---|---|
豫农905 Yunong 905 | 1.02 | -2.70 | -1.01 | 43 | 豫农911 Yunong 911 | 1.09 | -3.85 | -1.66 | 50 |
中植麦16 Zhongzhimai 16 | -2.51 | -2.29 | -3.35 | 69 | 郑麦21 Zhengmai 21 | -0.47 | -3.87 | -2.01 | 55 |
豫农903 Yunong 903 | -1.82 | -2.06 | -2.31 | 60 | 驻麦328 Zhumai 328 | -3.25 | 0.57 | -2.68 | 64 |
瑞华519 Ruihua 519 | -0.13 | 1.86 | 0.09 | 32 | 驻麦305 Zhumai 305 | -2.62 | -1.88 | -3.33 | 68 |
泛麦27 Fanmai 27 | -2.21 | -1.24 | -2.41 | 63 | 驻麦762 Zhumai 762 | -1.60 | 0.61 | -1.33 | 47 |
泛麦26 Fanmai 26 | 0.23 | -1.65 | -1.13 | 45 | 驻麦586 Zhumai 586 | -0.62 | -1.63 | -1.41 | 48 |
西农1125 Xinong 1125 | -1.12 | 1.93 | -0.61 | 38 | CIMMYT 1 | 1.34 | 2.64 | 2.63 | 9 |
安科1605 Anke 1605 | -1.59 | -0.58 | -1.71 | 51 | CIMMYT 2 | -0.16 | 0.58 | 1.03 | 25 |
泛育麦32 Fanyumai 32 | -0.41 | -1.54 | -1.74 | 53 | CIMMYT 3 | 1.39 | 2.07 | 2.31 | 10 |
新麦58 Xinmai 58 | -0.46 | 1.55 | -0.45 | 36 | CIMMYT 4 | 1.17 | -0.03 | 1.70 | 20 |
豫农优9号Yunongyou 9 | -1.04 | -1.39 | -2.08 | 56 | CIMMYT 5 | 2.09 | 2.13 | 3.14 | 2 |
驻麦562 Zhumai 562 | -1.16 | 0.64 | -0.79 | 41 | CIMMYT 6 | -0.04 | 3.00 | 2.23 | 11 |
西农926 Xinong 926 | -1.32 | -2.19 | -2.76 | 65 | CIMMYT 7 | 2.02 | 0.65 | 3.10 | 3 |
郑麦181 Zhengmai 181 | 1.38 | -2.79 | -1.08 | 44 | CIMMYT 8 | -0.67 | 1.22 | 0.70 | 28 |
淮麦40 Huaimai 40 | 0.14 | 0.11 | -0.03 | 34 | CIMMYT 9 | 0.49 | 1.63 | 2.04 | 14 |
郑研麦182 Zhengyanmai 182 | -1.14 | -2.42 | -2.33 | 61 | CIMMYT 10 | -0.78 | 0.39 | -0.70 | 39 |
许科108 Xuke 108 | 0.92 | 1.47 | 1.00 | 26 | CIMMYT 11 | 0.67 | 0.13 | 1.80 | 18 |
周麦18 Zhoumai 18 | 1.38 | 1.01 | 0.69 | 29 | CIMMYT 12 | -0.77 | 1.94 | 1.16 | 24 |
驻麦591 Zhumai 591 | 0.51 | 0.04 | 0.04 | 33 | CIMMYT 13 | -0.18 | 0.88 | 0.91 | 27 |
郑麦113 Zhengmai 113 | 0.18 | -1.74 | -1.20 | 46 | CIMMYT 14 | 1.81 | 1.05 | 2.92 | 6 |
周麦36 Zhoumai 36 | 1.70 | 0.51 | 0.62 | 30 | CIMMYT 15 | 0.04 | 3.74 | 2.76 | 7 |
品种(系) Variety (line) | 农艺性状 Agronomic trait | 品质性状 Quality trait | 综合性状 Comprehensive trait | 排名 Ranking | 品种(系) Variety (line) | 农艺性状Agronomic trait | 品质性状 Quality trait | 综合性状Comprehensive trait | 排名 Ranking |
西农633 Xinong 633 | -1.81 | 1.86 | -0.60 | 37 | CIMMYT 16 | 0.97 | 1.27 | 1.74 | 19 |
安科1901 Anke 1901 | -1.68 | -0.31 | -1.72 | 52 | CIMMYT 17 | 0.00 | 2.44 | 2.19 | 12 |
天民360 Tianmin 360 | -1.53 | -1.20 | -2.10 | 57 | CIMMYT 18 | 1.54 | 3.40 | 3.79 | 1 |
存麦29 Cunmai 29 | -2.22 | 0.03 | -2.33 | 62 | CIMMYT 19 | 0.45 | 1.87 | 1.50 | 22 |
豫农907 Yunong 907 | -0.38 | 0.34 | -0.78 | 40 | CIMMYT 20 | 1.10 | 1.75 | 1.93 | 16 |
永丰206 Yongfeng 206 | -1.73 | -0.97 | -2.11 | 58 | CIMMYT 21 | 1.56 | -0.05 | 1.60 | 21 |
天益科麦11 Tianyikemai 11 | 2.29 | -1.13 | 0.53 | 31 | CIMMYT 22 | 2.19 | 1.52 | 2.95 | 5 |
安科1907 Anke 1907 | 1.50 | -1.39 | -0.13 | 35 | CIMMYT 23 | 2.06 | 1.31 | 3.04 | 4 |
豫农920 Yunong 920 | -0.76 | -2.39 | -1.90 | 54 | CIMMYT 24 | 0.97 | 1.65 | 1.93 | 17 |
郑麦827 Zhengmai 827 | -1.33 | -3.82 | -2.80 | 66 | CIMMYT 25 | 0.63 | 1.67 | 1.48 | 23 |
郑麦828 Zhengmai 828 | -1.23 | -3.75 | -3.04 | 67 | CIMMYT 26 | 2.24 | -0.07 | 1.96 | 15 |
豫州121 Yuzhou 121 | 0.48 | -1.23 | -0.89 | 42 | CIMMYT 27 | 1.99 | 1.36 | 2.74 | 8 |
郑麦823 Zhengmai 823 | -0.72 | -1.91 | -1.55 | 49 | CIMMYT 28 | 1.31 | 1.01 | 2.05 | 13 |
郑麦518 Zhengmai 518 | -1.38 | -1.77 | -2.19 | 59 |
Table 5 F value of 69 wheat varieties (lines)
品种(系) Variety (line) | 农艺性状 Agronomic trait | 品质性状 Quality trait | 综合性状 Comprehensive trait | 排名 Ranking | 品种(系) Variety (line) | 农艺性状Agronomic trait | 品质性状 Quality trait | 综合性状Comprehensive trait | 排名 Ranking |
---|---|---|---|---|---|---|---|---|---|
豫农905 Yunong 905 | 1.02 | -2.70 | -1.01 | 43 | 豫农911 Yunong 911 | 1.09 | -3.85 | -1.66 | 50 |
中植麦16 Zhongzhimai 16 | -2.51 | -2.29 | -3.35 | 69 | 郑麦21 Zhengmai 21 | -0.47 | -3.87 | -2.01 | 55 |
豫农903 Yunong 903 | -1.82 | -2.06 | -2.31 | 60 | 驻麦328 Zhumai 328 | -3.25 | 0.57 | -2.68 | 64 |
瑞华519 Ruihua 519 | -0.13 | 1.86 | 0.09 | 32 | 驻麦305 Zhumai 305 | -2.62 | -1.88 | -3.33 | 68 |
泛麦27 Fanmai 27 | -2.21 | -1.24 | -2.41 | 63 | 驻麦762 Zhumai 762 | -1.60 | 0.61 | -1.33 | 47 |
泛麦26 Fanmai 26 | 0.23 | -1.65 | -1.13 | 45 | 驻麦586 Zhumai 586 | -0.62 | -1.63 | -1.41 | 48 |
西农1125 Xinong 1125 | -1.12 | 1.93 | -0.61 | 38 | CIMMYT 1 | 1.34 | 2.64 | 2.63 | 9 |
安科1605 Anke 1605 | -1.59 | -0.58 | -1.71 | 51 | CIMMYT 2 | -0.16 | 0.58 | 1.03 | 25 |
泛育麦32 Fanyumai 32 | -0.41 | -1.54 | -1.74 | 53 | CIMMYT 3 | 1.39 | 2.07 | 2.31 | 10 |
新麦58 Xinmai 58 | -0.46 | 1.55 | -0.45 | 36 | CIMMYT 4 | 1.17 | -0.03 | 1.70 | 20 |
豫农优9号Yunongyou 9 | -1.04 | -1.39 | -2.08 | 56 | CIMMYT 5 | 2.09 | 2.13 | 3.14 | 2 |
驻麦562 Zhumai 562 | -1.16 | 0.64 | -0.79 | 41 | CIMMYT 6 | -0.04 | 3.00 | 2.23 | 11 |
西农926 Xinong 926 | -1.32 | -2.19 | -2.76 | 65 | CIMMYT 7 | 2.02 | 0.65 | 3.10 | 3 |
郑麦181 Zhengmai 181 | 1.38 | -2.79 | -1.08 | 44 | CIMMYT 8 | -0.67 | 1.22 | 0.70 | 28 |
淮麦40 Huaimai 40 | 0.14 | 0.11 | -0.03 | 34 | CIMMYT 9 | 0.49 | 1.63 | 2.04 | 14 |
郑研麦182 Zhengyanmai 182 | -1.14 | -2.42 | -2.33 | 61 | CIMMYT 10 | -0.78 | 0.39 | -0.70 | 39 |
许科108 Xuke 108 | 0.92 | 1.47 | 1.00 | 26 | CIMMYT 11 | 0.67 | 0.13 | 1.80 | 18 |
周麦18 Zhoumai 18 | 1.38 | 1.01 | 0.69 | 29 | CIMMYT 12 | -0.77 | 1.94 | 1.16 | 24 |
驻麦591 Zhumai 591 | 0.51 | 0.04 | 0.04 | 33 | CIMMYT 13 | -0.18 | 0.88 | 0.91 | 27 |
郑麦113 Zhengmai 113 | 0.18 | -1.74 | -1.20 | 46 | CIMMYT 14 | 1.81 | 1.05 | 2.92 | 6 |
周麦36 Zhoumai 36 | 1.70 | 0.51 | 0.62 | 30 | CIMMYT 15 | 0.04 | 3.74 | 2.76 | 7 |
品种(系) Variety (line) | 农艺性状 Agronomic trait | 品质性状 Quality trait | 综合性状 Comprehensive trait | 排名 Ranking | 品种(系) Variety (line) | 农艺性状Agronomic trait | 品质性状 Quality trait | 综合性状Comprehensive trait | 排名 Ranking |
西农633 Xinong 633 | -1.81 | 1.86 | -0.60 | 37 | CIMMYT 16 | 0.97 | 1.27 | 1.74 | 19 |
安科1901 Anke 1901 | -1.68 | -0.31 | -1.72 | 52 | CIMMYT 17 | 0.00 | 2.44 | 2.19 | 12 |
天民360 Tianmin 360 | -1.53 | -1.20 | -2.10 | 57 | CIMMYT 18 | 1.54 | 3.40 | 3.79 | 1 |
存麦29 Cunmai 29 | -2.22 | 0.03 | -2.33 | 62 | CIMMYT 19 | 0.45 | 1.87 | 1.50 | 22 |
豫农907 Yunong 907 | -0.38 | 0.34 | -0.78 | 40 | CIMMYT 20 | 1.10 | 1.75 | 1.93 | 16 |
永丰206 Yongfeng 206 | -1.73 | -0.97 | -2.11 | 58 | CIMMYT 21 | 1.56 | -0.05 | 1.60 | 21 |
天益科麦11 Tianyikemai 11 | 2.29 | -1.13 | 0.53 | 31 | CIMMYT 22 | 2.19 | 1.52 | 2.95 | 5 |
安科1907 Anke 1907 | 1.50 | -1.39 | -0.13 | 35 | CIMMYT 23 | 2.06 | 1.31 | 3.04 | 4 |
豫农920 Yunong 920 | -0.76 | -2.39 | -1.90 | 54 | CIMMYT 24 | 0.97 | 1.65 | 1.93 | 17 |
郑麦827 Zhengmai 827 | -1.33 | -3.82 | -2.80 | 66 | CIMMYT 25 | 0.63 | 1.67 | 1.48 | 23 |
郑麦828 Zhengmai 828 | -1.23 | -3.75 | -3.04 | 67 | CIMMYT 26 | 2.24 | -0.07 | 1.96 | 15 |
豫州121 Yuzhou 121 | 0.48 | -1.23 | -0.89 | 42 | CIMMYT 27 | 1.99 | 1.36 | 2.74 | 8 |
郑麦823 Zhengmai 823 | -0.72 | -1.91 | -1.55 | 49 | CIMMYT 28 | 1.31 | 1.01 | 2.05 | 13 |
郑麦518 Zhengmai 518 | -1.38 | -1.77 | -2.19 | 59 |
指标Index | Ⅰ | Ⅱ | Ⅲ | Ⅳ |
---|---|---|---|---|
株高PH/cm | 70.99±10.98 b | 68.51±10.39 b | 69.95±11.56 b | 84.85±12.94 a |
穗下节PL/cm | 22.54±4.13 b | 22.23±3.95 b | 23.66±5.39 b | 28.8±5.24 a |
穗下茎UL/cm | 5.31±3.38 b | 5.69±2.77 b | 5.82±2.41 b | 9.87±4.31 a |
旗叶长FL/cm | 18.68±4.11 a | 18.69±4.04 a | 19.81±3.48 a | 19.5±4.24 a |
旗叶宽FW/cm | 2.11±0.28 a | 1.99±0.22 ab | 1.90±0.23 b | 1.94±0.24 ab |
穗粒数KPS | 56.83±11.13 a | 48.52±11.08 b | 52.44±7.46 ab | 55.4±9.09 ab |
穗长EL/cm | 10.56±1.50 a | 9.34±1.56 b | 9.88±1.05 ab | 10.97±1.90 a |
分蘖TN | 95.57±13.46 a | 64.63±10.85 c | 76.96±9.35 b | 80.83±10.34 b |
单株生物量B/g | 420.56±28.71 a | 225.75±24.33 d | 284.28±14.94 c | 343.94±15.55 b |
单株产量Y/g | 173.95±24.78 a | 98.17±16.83 d | 117.14±14.17 c | 144.98±15.01 b |
千粒重TKW/g | 42.82±4.78 a | 42.36±6.61 a | 39.9±5.31 a | 41.21±3.58 a |
水分M/% | 13.15±0.19 a | 13.08±0.21 a | 13.15±0.2 a | 13.02±0.23 a |
吸水率A/% | 59.65±2.63 a | 59.31±2.15 a | 59.66±2.74 a | 60.67±1.34 a |
蛋白质P/% | 12.78±0.73 a | 12.87±0.94 a | 12.79±0.7 a | 13.14±0.48 a |
面筋G/% | 27.51±1.67 a | 27.67±2.00 a | 27.68±1.58 a | 28.17±1.33 a |
硬度H | 62.07±4.97 a | 62.96±4.54 a | 62.44±5.33 a | 64.35±2.32 a |
沉降值S/mL | 28.12±3.79 b | 28.27±4.34 b | 28.6±3.79 b | 31.78±2.53 a |
类群内种质个数 Species number of group | 15 | 14 | 18 | 22 |
占总种质数的比例 Proportion of total/% | 21.74 | 20.29 | 26.09 | 31.88 |
黄淮麦区种质占比 Proportion of Huang-Huai region/% | 80.00 | 85.71 | 66.67 | 22.73 |
CIMMYT种质占比 Proportion of CIMMYT/% | 20.00 | 14.29 | 33.33 | 77.27 |
Table 6 Agronomy and quality traits of different group
指标Index | Ⅰ | Ⅱ | Ⅲ | Ⅳ |
---|---|---|---|---|
株高PH/cm | 70.99±10.98 b | 68.51±10.39 b | 69.95±11.56 b | 84.85±12.94 a |
穗下节PL/cm | 22.54±4.13 b | 22.23±3.95 b | 23.66±5.39 b | 28.8±5.24 a |
穗下茎UL/cm | 5.31±3.38 b | 5.69±2.77 b | 5.82±2.41 b | 9.87±4.31 a |
旗叶长FL/cm | 18.68±4.11 a | 18.69±4.04 a | 19.81±3.48 a | 19.5±4.24 a |
旗叶宽FW/cm | 2.11±0.28 a | 1.99±0.22 ab | 1.90±0.23 b | 1.94±0.24 ab |
穗粒数KPS | 56.83±11.13 a | 48.52±11.08 b | 52.44±7.46 ab | 55.4±9.09 ab |
穗长EL/cm | 10.56±1.50 a | 9.34±1.56 b | 9.88±1.05 ab | 10.97±1.90 a |
分蘖TN | 95.57±13.46 a | 64.63±10.85 c | 76.96±9.35 b | 80.83±10.34 b |
单株生物量B/g | 420.56±28.71 a | 225.75±24.33 d | 284.28±14.94 c | 343.94±15.55 b |
单株产量Y/g | 173.95±24.78 a | 98.17±16.83 d | 117.14±14.17 c | 144.98±15.01 b |
千粒重TKW/g | 42.82±4.78 a | 42.36±6.61 a | 39.9±5.31 a | 41.21±3.58 a |
水分M/% | 13.15±0.19 a | 13.08±0.21 a | 13.15±0.2 a | 13.02±0.23 a |
吸水率A/% | 59.65±2.63 a | 59.31±2.15 a | 59.66±2.74 a | 60.67±1.34 a |
蛋白质P/% | 12.78±0.73 a | 12.87±0.94 a | 12.79±0.7 a | 13.14±0.48 a |
面筋G/% | 27.51±1.67 a | 27.67±2.00 a | 27.68±1.58 a | 28.17±1.33 a |
硬度H | 62.07±4.97 a | 62.96±4.54 a | 62.44±5.33 a | 64.35±2.32 a |
沉降值S/mL | 28.12±3.79 b | 28.27±4.34 b | 28.6±3.79 b | 31.78±2.53 a |
类群内种质个数 Species number of group | 15 | 14 | 18 | 22 |
占总种质数的比例 Proportion of total/% | 21.74 | 20.29 | 26.09 | 31.88 |
黄淮麦区种质占比 Proportion of Huang-Huai region/% | 80.00 | 85.71 | 66.67 | 22.73 |
CIMMYT种质占比 Proportion of CIMMYT/% | 20.00 | 14.29 | 33.33 | 77.27 |
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