浙江农业学报 ›› 2022, Vol. 34 ›› Issue (8): 1571-1581.DOI: 10.3969/j.issn.1004-1524.2022.08.01
收稿日期:2021-09-22
出版日期:2022-08-25
发布日期:2022-08-26
作者简介:*蔡金洋,E-mail: cjyjiaxing@163.com通讯作者:
蔡金洋
基金资助:
YANG Hailong1(
), WANG Hui1, LEI Jinchao2, CAI Jinyang1,*(
)
Received:2021-09-22
Online:2022-08-25
Published:2022-08-26
Contact:
CAI Jinyang
摘要:
为探究浙江省早籼稻种质资源遗传多样性,提高早籼稻育种中亲本选择的利用效率,通过变异系数、遗传多样性指数、主成分分析、二维排序分析、逐步回归分析和聚类分析等方法对100份早籼稻种质资源的14个主要表型性状的多样性水平进行分析。结果表明:14个表型性状的变异系数在0.96%(生育期)~41.07%(每穗瘪谷数);14个表型性状的遗传多样性指数在5.50(每穗瘪谷数)~5.61(生育期);基于主成分二维排序分析筛选到单穗重大、每穗瘪谷数少、长宽比小、倒二叶长度和生育期适中、穗长长且单株有效穗多的种质资源,根据二维排序结果,早籼稻材料4128、4209、4225和4278是在二维排序重叠种质,可以作为育种亲本或者中间材料。主成分分析和综合评价表明,100份早籼稻种质资源中材料4021综合性状排名第1,筛选到每穗实粒数、每穗瘪谷数、结实率、单株有效穗、谷粒长和谷粒宽这6个表型性状可以作为早籼稻资源综合评价的关键指标;同时基于离差平方和法进行层次聚类,将100份早籼稻材料分为4类,各类表型性状差异明显。
中图分类号:
杨海龙, 王晖, 雷锦超, 蔡金洋. 浙江省早籼稻种质资源的表型多样性分析与评价[J]. 浙江农业学报, 2022, 34(8): 1571-1581.
YANG Hailong, WANG Hui, LEI Jinchao, CAI Jinyang. Analysis and evaluation of phenotypic diversities of early indica rice germplasm resources in Zhejiang Province[J]. Acta Agriculturae Zhejiangensis, 2022, 34(8): 1571-1581.
| 编号 Number | 资源 Resource | 组合 Combination | 编号 Number | 资源 Resource | 组合 Combination | 编号 Number | 资源 Resource | 组合 Combination | 编号 Number | 资源 Resource | 组合 Combination |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 嘉育89 Jiayu 89 | 26 | 4093 | 绍籼16-3/IIG17-12 Shaoxian 16-3/IIG17-12 | 51 | 4241 | 76 | 4347 | 甬籼738/C18-63 Yongxian 738/C18-63 | ||
| 2 | 嘉育938 Jiayu 938 | 27 | 4100 | 浙直/IIG17-56 Zhezhi/IIG17-56 | 52 | 4242 | 77 | 4349 | |||
| 3 | 嘉育25 Jiayu 25 | 28 | 4112 | 浙直/IIG17-27 Zhezhi/IIG17-27 | 53 | 4246 | C18-4/舜达95 C18-4/Shuanda 95 | 78 | 4353 | ||
| 4 | 中早39 Zhongzao 39 | 29 | 4115 | 54 | 4256 | C18-4/C18-70 | 79 | 4365 | |||
| 5 | 中早35 Zhongzao 35 | 30 | 4116 | 浙直/IIG17-54 Zhezhi/IIG17-54 | 55 | 4259 | 80 | 4366 | 甬籼738/C18-63 Yongxian 738/C18-63 | ||
| 6 | 嘉育293 Jiayu 293 | 31 | 4117 | 56 | 4266 | 嘉育25/IIG17-18 Jiayu 25/IIG17-18 | 81 | 4370 | |||
| 7 | 甬籼634 Yongxian 634 | 32 | 4119 | 中组21/IIG17-54 Zhongzu 21/IIG17-54 | 57 | 4274 | 嘉育25/C18-11 Jiayu 25/C18-11 | 82 | 4380 | ||
| 8 | 中组100 Zhongzu 100 | 33 | 4122 | 中组21/C18-24 Zhongzu 21/C18-24 | 58 | 4276 | 83 | 4383 | |||
| 9 | 中组53 Zhongzu 53 | 34 | 4128 | 59 | 4278 | 嘉育25/金早239 Jiayu 25/Jinzao 239 | 84 | 4387 | 甬籼738/C18-75 Yongxian 738/C18-75 | ||
| 10 | 中组18 Zhongzu 18 | 35 | 4129 | 中组21/C18-85 Zhongzu 21/C18-85 | 60 | 4279 | 85 | 4400 | 甬籼738/C18-79 Yongxian 738/C18-79 | ||
| 11 | 4017 | 中组23/G17-20 Zhongzu 23/G17-20 | 36 | 4132 | 61 | 4281 | 嘉育25/C18-32 Jiayu 25/C18-32 | 86 | 4401 | ||
| 12 | 4018 | 37 | 4153 | 甬籼738/嘉育253 Yongxian 738/Jiayu 253 | 62 | 4292 | 嘉育25/C18-56 Jiayu 25/C18-56 | 87 | 4402 | 绍籼17-20/C18-88 Shaoxian 17-20/C18-88 | |
| 13 | 4021 | 38 | 4154 | 63 | 4295 | 88 | 4403 | ||||
| 14 | 4024 | 39 | 4158 | 甬籼738/嘉育64 Yongxian 738/Jiayu 64 | 64 | 4297 | 89 | 4410 | |||
| 15 | 4026 | 中组23/IIG17-10 Zhongzu 23/IIG17-10 | 40 | 4166 | 甬籼738/C18-70 Yongxian 738/C18-70 | 65 | 4299 | 90 | 4412 | ||
| 16 | 4028 | 41 | 4194 | C18-4/甬籼738 C18-4/Yongxian 738 | 66 | 4300 | 嘉育25/舜达95 Jiayu 25/Shunda 95 | 91 | 4416 | ||
| 17 | 4041 | 中组23/IIG17-49 Zhongzu 23/IIG17-49 | 42 | 4192 | 67 | 4303 | 92 | 4417 | 嘉育25/C18-78 Jiayu 25/C18-78 | ||
| 18 | 4046 | 43 | 4197 | C18-4/IIG17-18 | 68 | 4306 | 嘉育25/C18-70 Jiayu 25/C18-70 | 93 | 4418 | ||
| 19 | 4054 | 绍籼16-3/G17-3 Shaoxian 16-3/G17-3 | 44 | 4203 | C18-4/C18-11 | 69 | 4309 | 94 | 4420 | ||
| 20 | 4056 | 45 | 4209 | 70 | 4316 | 95 | 4435 | 嘉育25/温926 Jiayu 25/Wen 926 | |||
| 21 | 4057 | 绍籼16-3/G17-9 Shaoxian 16-3/G17-9 | 46 | 4221 | C18-4/金早239 C18-4/Jinzao 239 | 71 | 4331 | 甬籼738/C18-58 Yongxian 738/C18-58 | 96 | 4442 | |
| 22 | 4059 | 绍籼16-3/G17-15 Shaoxian 16-3/G17-15 | 47 | 4223 | C18-4/C18-32 | 72 | 4332 | 97 | 4443 | ||
| 23 | 4078 | 绍籼16-3/IIG17-6 Shaoxian 16-3/IIG17-6 | 48 | 4225 | 73 | 4337 | 98 | 4446 | C18-10/C18-11 | ||
| 24 | 4086 | 绍籼16-3/IIG17-9 Shaoxian 16-3/IIG17-9 | 49 | 4233 | C18-4/C18-56 | 74 | 4338 | 99 | 4448 | ||
| 25 | 4091 | 绍籼16-3/IIG17-10 Shaoxian 16-3/IIG17-10 | 50 | 4237 | 75 | 4342 | 100 | 4472 | C18-10/C18-18 |
表1 供试籼稻种质资源名称及编号
Table 1 The names and numbers of the tested early indica rice germplasm resources
| 编号 Number | 资源 Resource | 组合 Combination | 编号 Number | 资源 Resource | 组合 Combination | 编号 Number | 资源 Resource | 组合 Combination | 编号 Number | 资源 Resource | 组合 Combination |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 嘉育89 Jiayu 89 | 26 | 4093 | 绍籼16-3/IIG17-12 Shaoxian 16-3/IIG17-12 | 51 | 4241 | 76 | 4347 | 甬籼738/C18-63 Yongxian 738/C18-63 | ||
| 2 | 嘉育938 Jiayu 938 | 27 | 4100 | 浙直/IIG17-56 Zhezhi/IIG17-56 | 52 | 4242 | 77 | 4349 | |||
| 3 | 嘉育25 Jiayu 25 | 28 | 4112 | 浙直/IIG17-27 Zhezhi/IIG17-27 | 53 | 4246 | C18-4/舜达95 C18-4/Shuanda 95 | 78 | 4353 | ||
| 4 | 中早39 Zhongzao 39 | 29 | 4115 | 54 | 4256 | C18-4/C18-70 | 79 | 4365 | |||
| 5 | 中早35 Zhongzao 35 | 30 | 4116 | 浙直/IIG17-54 Zhezhi/IIG17-54 | 55 | 4259 | 80 | 4366 | 甬籼738/C18-63 Yongxian 738/C18-63 | ||
| 6 | 嘉育293 Jiayu 293 | 31 | 4117 | 56 | 4266 | 嘉育25/IIG17-18 Jiayu 25/IIG17-18 | 81 | 4370 | |||
| 7 | 甬籼634 Yongxian 634 | 32 | 4119 | 中组21/IIG17-54 Zhongzu 21/IIG17-54 | 57 | 4274 | 嘉育25/C18-11 Jiayu 25/C18-11 | 82 | 4380 | ||
| 8 | 中组100 Zhongzu 100 | 33 | 4122 | 中组21/C18-24 Zhongzu 21/C18-24 | 58 | 4276 | 83 | 4383 | |||
| 9 | 中组53 Zhongzu 53 | 34 | 4128 | 59 | 4278 | 嘉育25/金早239 Jiayu 25/Jinzao 239 | 84 | 4387 | 甬籼738/C18-75 Yongxian 738/C18-75 | ||
| 10 | 中组18 Zhongzu 18 | 35 | 4129 | 中组21/C18-85 Zhongzu 21/C18-85 | 60 | 4279 | 85 | 4400 | 甬籼738/C18-79 Yongxian 738/C18-79 | ||
| 11 | 4017 | 中组23/G17-20 Zhongzu 23/G17-20 | 36 | 4132 | 61 | 4281 | 嘉育25/C18-32 Jiayu 25/C18-32 | 86 | 4401 | ||
| 12 | 4018 | 37 | 4153 | 甬籼738/嘉育253 Yongxian 738/Jiayu 253 | 62 | 4292 | 嘉育25/C18-56 Jiayu 25/C18-56 | 87 | 4402 | 绍籼17-20/C18-88 Shaoxian 17-20/C18-88 | |
| 13 | 4021 | 38 | 4154 | 63 | 4295 | 88 | 4403 | ||||
| 14 | 4024 | 39 | 4158 | 甬籼738/嘉育64 Yongxian 738/Jiayu 64 | 64 | 4297 | 89 | 4410 | |||
| 15 | 4026 | 中组23/IIG17-10 Zhongzu 23/IIG17-10 | 40 | 4166 | 甬籼738/C18-70 Yongxian 738/C18-70 | 65 | 4299 | 90 | 4412 | ||
| 16 | 4028 | 41 | 4194 | C18-4/甬籼738 C18-4/Yongxian 738 | 66 | 4300 | 嘉育25/舜达95 Jiayu 25/Shunda 95 | 91 | 4416 | ||
| 17 | 4041 | 中组23/IIG17-49 Zhongzu 23/IIG17-49 | 42 | 4192 | 67 | 4303 | 92 | 4417 | 嘉育25/C18-78 Jiayu 25/C18-78 | ||
| 18 | 4046 | 43 | 4197 | C18-4/IIG17-18 | 68 | 4306 | 嘉育25/C18-70 Jiayu 25/C18-70 | 93 | 4418 | ||
| 19 | 4054 | 绍籼16-3/G17-3 Shaoxian 16-3/G17-3 | 44 | 4203 | C18-4/C18-11 | 69 | 4309 | 94 | 4420 | ||
| 20 | 4056 | 45 | 4209 | 70 | 4316 | 95 | 4435 | 嘉育25/温926 Jiayu 25/Wen 926 | |||
| 21 | 4057 | 绍籼16-3/G17-9 Shaoxian 16-3/G17-9 | 46 | 4221 | C18-4/金早239 C18-4/Jinzao 239 | 71 | 4331 | 甬籼738/C18-58 Yongxian 738/C18-58 | 96 | 4442 | |
| 22 | 4059 | 绍籼16-3/G17-15 Shaoxian 16-3/G17-15 | 47 | 4223 | C18-4/C18-32 | 72 | 4332 | 97 | 4443 | ||
| 23 | 4078 | 绍籼16-3/IIG17-6 Shaoxian 16-3/IIG17-6 | 48 | 4225 | 73 | 4337 | 98 | 4446 | C18-10/C18-11 | ||
| 24 | 4086 | 绍籼16-3/IIG17-9 Shaoxian 16-3/IIG17-9 | 49 | 4233 | C18-4/C18-56 | 74 | 4338 | 99 | 4448 | ||
| 25 | 4091 | 绍籼16-3/IIG17-10 Shaoxian 16-3/IIG17-10 | 50 | 4237 | 75 | 4342 | 100 | 4472 | C18-10/C18-18 |
| 表型性状 Phenotypic trait | 变异范围 Variation range | 平均值 Mean | 标准差 Standard deviation | 方差 Variance | 变异系数 Coefficient of variation/% |
|---|---|---|---|---|---|
| 生育期 Growth period/d | 111.0~117.0 | 114.43 | 1.10 | 1.21 | 0.96 |
| 株高 Plant height/cm | 75.00~100.00 | 87.89 | 5.71 | 32.64 | 6.50 |
| 剑叶长 Flag leaf length/cm | 23.33~29.83 | 29.70 | 2.60 | 6.77 | 8.76 |
| 倒二叶长 Length of second leaf/cm | 20.75~41.50 | 32.59 | 2.49 | 6.19 | 7.64 |
| 穗长 Panicle length/cm | 17.6~26.5 | 21.41 | 1.69 | 2.85 | 7.88 |
| 每穗实粒数 Filled grains per panicle | 84.50~199.50 | 141.31 | 23.31 | 543.18 | 16.49 |
| 每穗瘪谷数Shriveled grains per panicle | 4.00~49.44 | 23.89 | 9.81 | 96.23 | 41.07 |
| 结实率 Seed setting rate/% | 73.54~96.00 | 0.86 | 0.05 | 0 | 5.66 |
| 单株有效穗 Effective panicle per plant | 4~15 | 6.66 | 2.04 | 4.16 | 30.64 |
| 千粒重 1 000-grain weight/g | 23.0~29.8 | 26.00 | 1.40 | 1.97 | 5.40 |
| 单穗重Single spike weight/g | 2.78~8.21 | 4.70 | 0.91 | 0.83 | 19.35 |
| 谷粒长 Grain length | 0.63~0.89 | 0.76 | 0.06 | 0 | 8.40 |
| 谷粒宽 Grain width | 0.30~0.43 | 0.33 | 0.03 | 0 | 9.03 |
| 谷粒长宽比 Length-width ratio | 1.63~2.83 | 2.30 | 0.24 | 0.06 | 10.41 |
表2 浙江省早籼稻种质材料表型遗传变异分析
Table 2 Analysis of phenotypic genetic variation of early indica rice germplasm in Zhejiang Province
| 表型性状 Phenotypic trait | 变异范围 Variation range | 平均值 Mean | 标准差 Standard deviation | 方差 Variance | 变异系数 Coefficient of variation/% |
|---|---|---|---|---|---|
| 生育期 Growth period/d | 111.0~117.0 | 114.43 | 1.10 | 1.21 | 0.96 |
| 株高 Plant height/cm | 75.00~100.00 | 87.89 | 5.71 | 32.64 | 6.50 |
| 剑叶长 Flag leaf length/cm | 23.33~29.83 | 29.70 | 2.60 | 6.77 | 8.76 |
| 倒二叶长 Length of second leaf/cm | 20.75~41.50 | 32.59 | 2.49 | 6.19 | 7.64 |
| 穗长 Panicle length/cm | 17.6~26.5 | 21.41 | 1.69 | 2.85 | 7.88 |
| 每穗实粒数 Filled grains per panicle | 84.50~199.50 | 141.31 | 23.31 | 543.18 | 16.49 |
| 每穗瘪谷数Shriveled grains per panicle | 4.00~49.44 | 23.89 | 9.81 | 96.23 | 41.07 |
| 结实率 Seed setting rate/% | 73.54~96.00 | 0.86 | 0.05 | 0 | 5.66 |
| 单株有效穗 Effective panicle per plant | 4~15 | 6.66 | 2.04 | 4.16 | 30.64 |
| 千粒重 1 000-grain weight/g | 23.0~29.8 | 26.00 | 1.40 | 1.97 | 5.40 |
| 单穗重Single spike weight/g | 2.78~8.21 | 4.70 | 0.91 | 0.83 | 19.35 |
| 谷粒长 Grain length | 0.63~0.89 | 0.76 | 0.06 | 0 | 8.40 |
| 谷粒宽 Grain width | 0.30~0.43 | 0.33 | 0.03 | 0 | 9.03 |
| 谷粒长宽比 Length-width ratio | 1.63~2.83 | 2.30 | 0.24 | 0.06 | 10.41 |
图1 浙江省早籼稻种质材料14个表型性状的多样性指数 C1,生育期;C2,株高;C3,剑叶长;C4,倒二叶长;C5,穗长;C6,每穗实粒数;C7,每穗瘪谷数;C8,结实率;C9,单株有效穗;C10,千粒重;C11, 单穗重;C12,谷粒长;C13,谷粒宽;C14,谷粒长度比。
Fig.1 The diversity index of 14 phenotypic characters of early indica rice germplasm in Zhejiang Province C1, Growth period; C2, Plant height; C3, Flag leaf length; C4, Length of second leaf; C5, Panicle length; C6, Filled grains per panicle; C7, Shriveled grains per panicle; C8, Seed setting rate; C9, Effective panicle per plant; C10, 1 000-grain weight; C11, Single spike weight; C12, Grain length; C13, Grain width; C14, Grain width.
| 项目 Item | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 | X11 | X12 | X13 | X14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 生育期 Growth period | 0.12 | -0.16 | 0.10 | 0.45 | -0.19 | 0.48 | 0.15 | -0.10 | 0.48 | 0.42 | 0.05 | 0.00 | 0.02 | 0.00 |
| 株高 Plant height | -0.17 | 0.28 | -0.12 | -0.04 | 0.57 | -0.16 | -0.19 | 0.26 | 0.44 | 0.43 | -0.21 | -0.02 | -0.02 | 0.00 |
| 剑叶长 Flag leaf length | 0.09 | 0.24 | -0.23 | 0.35 | -0.27 | -0.47 | 0.28 | 0.18 | -0.33 | 0.43 | 0.31 | 0.04 | 0.05 | -0.01 |
| 倒二叶长 Length of second leaf | 0.13 | 0.26 | -0.24 | 0.47 | -0.07 | -0.22 | 0.11 | 0.09 | 0.39 | -0.62 | -0.18 | -0.05 | -0.10 | 0.00 |
| 穗长 Panicle length | -0.06 | -0.06 | -0.07 | 0.33 | 0.58 | 0.46 | 0.32 | 0.28 | -0.38 | -0.15 | 0.06 | 0.02 | 0.01 | 0.00 |
| 每穗实粒数 Filled grains per panicle | 0.34 | 0.41 | 0.06 | -0.04 | 0.24 | 0.09 | 0.05 | -0.46 | 0.01 | -0.03 | 0.15 | -0.06 | 0.45 | -0.46 |
| 每穗瘪谷数shriveled grains per panicle | -0.23 | 0.51 | 0.19 | 0.09 | -0.17 | 0.21 | -0.20 | 0.04 | -0.10 | -0.05 | 0.00 | 0.08 | 0.41 | 0.59 |
| 结实率 Seed setting rate | 0.36 | -0.35 | -0.19 | -0.11 | 0.28 | -0.20 | 0.25 | -0.24 | 0.15 | 0.00 | 0.04 | 0.09 | 0.28 | 0.59 |
| 单株有效穗 Effective panicle per plant | -0.36 | 0.18 | 0.19 | -0.27 | 0.05 | -0.02 | 0.48 | -0.07 | 0.31 | -0.12 | 0.56 | -0.09 | -0.22 | 0.08 |
| 千粒重 1 000-grain weight | 0.38 | -0.12 | 0.17 | -0.09 | -0.01 | 0.01 | -0.30 | 0.61 | 0.18 | -0.14 | 0.48 | -0.01 | 0.21 | -0.06 |
| 单穗重Single spike weight | 0.48 | 0.30 | 0.09 | 0.02 | 0.13 | 0.13 | -0.24 | -0.18 | -0.13 | 0.07 | 0.14 | 0.02 | -0.67 | 0.26 |
| 谷粒长 Grain length | 0.25 | 0.07 | 0.54 | -0.06 | -0.02 | -0.13 | 0.35 | 0.21 | -0.07 | 0.07 | -0.39 | -0.54 | 0.02 | 0.07 |
| 谷粒宽 Grain width | 0.25 | 0.26 | -0.19 | -0.43 | -0.21 | 0.23 | 0.38 | 0.29 | 0.05 | 0.04 | -0.27 | 0.50 | -0.03 | -0.07 |
| 谷粒长宽比 Length-width ratio | -0.04 | -0.09 | 0.62 | 0.24 | 0.16 | -0.29 | 0.04 | -0.06 | 0.02 | -0.04 | -0.06 | 0.66 | -0.04 | -0.08 |
| 特征值 Eigenvalues | 2.78 | 2.49 | 1.99 | 1.49 | 1.10 | 1.02 | 0.81 | 0.76 | 0.62 | 0.48 | 0.39 | 0.05 | 0.01 | 0.01 |
| 贡献率Contribution rate/% | 19.89 | 17.76 | 14.22 | 10.63 | 7.84 | 7.27 | 5.78 | 5.46 | 4.45 | 3.40 | 2.79 | 0.34 | 0.10 | 0.07 |
| 累计贡献率Cumulative contribution rate/% | 19.89 | 37.65 | 51.86 | 62.50 | 70.34 | 77.61 | 83.39 | 88.85 | 93.30 | 96.70 | 99.49 | 99.83 | 99.93 | 100.00 |
表3 浙江省早籼稻种质资源主成分分析
Table 3 Principal component analysis of early indica rice germplasm resources in Zhejiang Province
| 项目 Item | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | X10 | X11 | X12 | X13 | X14 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 生育期 Growth period | 0.12 | -0.16 | 0.10 | 0.45 | -0.19 | 0.48 | 0.15 | -0.10 | 0.48 | 0.42 | 0.05 | 0.00 | 0.02 | 0.00 |
| 株高 Plant height | -0.17 | 0.28 | -0.12 | -0.04 | 0.57 | -0.16 | -0.19 | 0.26 | 0.44 | 0.43 | -0.21 | -0.02 | -0.02 | 0.00 |
| 剑叶长 Flag leaf length | 0.09 | 0.24 | -0.23 | 0.35 | -0.27 | -0.47 | 0.28 | 0.18 | -0.33 | 0.43 | 0.31 | 0.04 | 0.05 | -0.01 |
| 倒二叶长 Length of second leaf | 0.13 | 0.26 | -0.24 | 0.47 | -0.07 | -0.22 | 0.11 | 0.09 | 0.39 | -0.62 | -0.18 | -0.05 | -0.10 | 0.00 |
| 穗长 Panicle length | -0.06 | -0.06 | -0.07 | 0.33 | 0.58 | 0.46 | 0.32 | 0.28 | -0.38 | -0.15 | 0.06 | 0.02 | 0.01 | 0.00 |
| 每穗实粒数 Filled grains per panicle | 0.34 | 0.41 | 0.06 | -0.04 | 0.24 | 0.09 | 0.05 | -0.46 | 0.01 | -0.03 | 0.15 | -0.06 | 0.45 | -0.46 |
| 每穗瘪谷数shriveled grains per panicle | -0.23 | 0.51 | 0.19 | 0.09 | -0.17 | 0.21 | -0.20 | 0.04 | -0.10 | -0.05 | 0.00 | 0.08 | 0.41 | 0.59 |
| 结实率 Seed setting rate | 0.36 | -0.35 | -0.19 | -0.11 | 0.28 | -0.20 | 0.25 | -0.24 | 0.15 | 0.00 | 0.04 | 0.09 | 0.28 | 0.59 |
| 单株有效穗 Effective panicle per plant | -0.36 | 0.18 | 0.19 | -0.27 | 0.05 | -0.02 | 0.48 | -0.07 | 0.31 | -0.12 | 0.56 | -0.09 | -0.22 | 0.08 |
| 千粒重 1 000-grain weight | 0.38 | -0.12 | 0.17 | -0.09 | -0.01 | 0.01 | -0.30 | 0.61 | 0.18 | -0.14 | 0.48 | -0.01 | 0.21 | -0.06 |
| 单穗重Single spike weight | 0.48 | 0.30 | 0.09 | 0.02 | 0.13 | 0.13 | -0.24 | -0.18 | -0.13 | 0.07 | 0.14 | 0.02 | -0.67 | 0.26 |
| 谷粒长 Grain length | 0.25 | 0.07 | 0.54 | -0.06 | -0.02 | -0.13 | 0.35 | 0.21 | -0.07 | 0.07 | -0.39 | -0.54 | 0.02 | 0.07 |
| 谷粒宽 Grain width | 0.25 | 0.26 | -0.19 | -0.43 | -0.21 | 0.23 | 0.38 | 0.29 | 0.05 | 0.04 | -0.27 | 0.50 | -0.03 | -0.07 |
| 谷粒长宽比 Length-width ratio | -0.04 | -0.09 | 0.62 | 0.24 | 0.16 | -0.29 | 0.04 | -0.06 | 0.02 | -0.04 | -0.06 | 0.66 | -0.04 | -0.08 |
| 特征值 Eigenvalues | 2.78 | 2.49 | 1.99 | 1.49 | 1.10 | 1.02 | 0.81 | 0.76 | 0.62 | 0.48 | 0.39 | 0.05 | 0.01 | 0.01 |
| 贡献率Contribution rate/% | 19.89 | 17.76 | 14.22 | 10.63 | 7.84 | 7.27 | 5.78 | 5.46 | 4.45 | 3.40 | 2.79 | 0.34 | 0.10 | 0.07 |
| 累计贡献率Cumulative contribution rate/% | 19.89 | 37.65 | 51.86 | 62.50 | 70.34 | 77.61 | 83.39 | 88.85 | 93.30 | 96.70 | 99.49 | 99.83 | 99.93 | 100.00 |
图2 浙江省早籼稻种质资源主成分二维排序图 PC表示早籼稻资源的主成分得分值,PC1、PC2、PC3 、PC4、PC5、PC6和PC7分别表示第1、2、3、4、5、6和7主成分得分值。
Fig.2 Scatter plot based on PCA in indica rice germplasm resources in Zhejiang Province PC represented the score values of principal components in different japonica rice resources, PC1, PC2, PC3, PC4, PC5,PC6 and PC7 represented the score values of the first, second, third, fourth, fifth, sixth and seventh principal component in different early indica rice resources, respectively.
| 排名 Ranking | D值 D-value | 编号 Number | 排名 Ranking | D值 D-value | 编号 Number | 排名 Ranking | D值 D-value | 编号 Number | 排名 Ranking | D值 D-value | 编号 Number |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1.76 | 13 | 26 | 0.44 | 97 | 51 | -0.04 | 80 | 76 | -0.43 | 59 |
| 2 | 1.32 | 25 | 27 | 0.38 | 89 | 52 | -0.04 | 43 | 77 | -0.43 | 9 |
| 3 | 1.19 | 11 | 28 | 0.37 | 62 | 53 | -0.07 | 32 | 78 | -0.49 | 57 |
| 4 | 0.99 | 26 | 29 | 0.36 | 40 | 54 | -0.07 | 49 | 79 | -0.50 | 91 |
| 5 | 0.95 | 5 | 30 | 0.34 | 29 | 55 | -0.07 | 44 | 80 | -0.51 | 46 |
| 6 | 0.95 | 24 | 31 | 0.33 | 39 | 56 | -0.11 | 36 | 81 | -0.51 | 50 |
| 7 | 0.91 | 30 | 32 | 0.32 | 2 | 57 | -0.12 | 48 | 82 | -0.51 | 23 |
| 8 | 0.87 | 12 | 33 | 0.32 | 31 | 58 | -0.15 | 33 | 83 | -0.52 | 52 |
| 9 | 0.85 | 92 | 34 | 0.29 | 7 | 59 | -0.16 | 93 | 84 | -0.53 | 38 |
| 10 | 0.82 | 72 | 35 | 0.20 | 69 | 60 | -0.19 | 34 | 85 | -0.53 | 86 |
| 11 | 0.77 | 42 | 36 | 0.19 | 19 | 61 | -0.21 | 83 | 86 | -0.56 | 65 |
| 12 | 0.77 | 3 | 37 | 0.19 | 1 | 62 | -0.22 | 45 | 87 | -0.56 | 68 |
| 13 | 0.75 | 18 | 38 | 0.18 | 90 | 63 | -0.24 | 63 | 88 | -0.64 | 37 |
| 14 | 0.74 | 51 | 39 | 0.17 | 79 | 64 | -0.25 | 41 | 89 | -0.64 | 6 |
| 15 | 0.73 | 14 | 40 | 0.15 | 55 | 65 | -0.26 | 15 | 90 | -0.76 | 54 |
| 16 | 0.70 | 74 | 41 | 0.13 | 75 | 66 | -0.26 | 70 | 91 | -0.83 | 21 |
| 17 | 0.67 | 100 | 42 | 0.12 | 77 | 67 | -0.28 | 81 | 92 | -0.86 | 85 |
| 18 | 0.60 | 95 | 43 | 0.08 | 27 | 68 | -0.31 | 4 | 93 | -0.87 | 98 |
| 19 | 0.60 | 73 | 44 | 0.06 | 8 | 69 | -0.34 | 67 | 94 | -0.90 | 84 |
| 20 | 0.58 | 22 | 45 | 0.00 | 87 | 70 | -0.37 | 35 | 95 | -1.08 | 88 |
| 21 | 0.57 | 17 | 46 | -0.01 | 64 | 71 | -0.40 | 71 | 96 | -1.11 | 10 |
| 22 | 0.54 | 56 | 47 | -0.02 | 66 | 72 | -0.41 | 53 | 97 | -1.14 | 99 |
| 23 | 0.53 | 20 | 48 | -0.03 | 82 | 73 | -0.42 | 94 | 98 | -1.14 | 76 |
| 24 | 0.49 | 16 | 49 | -0.03 | 60 | 74 | -0.43 | 58 | 99 | -1.34 | 78 |
| 25 | 0.45 | 28 | 50 | -0.04 | 47 | 75 | -0.43 | 96 | 100 | -1.37 | 61 |
表4 一百份早籼稻种质资源D值及其排序
Table 4 D value and ranking of 100 early indica rice germplasm resources
| 排名 Ranking | D值 D-value | 编号 Number | 排名 Ranking | D值 D-value | 编号 Number | 排名 Ranking | D值 D-value | 编号 Number | 排名 Ranking | D值 D-value | 编号 Number |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1.76 | 13 | 26 | 0.44 | 97 | 51 | -0.04 | 80 | 76 | -0.43 | 59 |
| 2 | 1.32 | 25 | 27 | 0.38 | 89 | 52 | -0.04 | 43 | 77 | -0.43 | 9 |
| 3 | 1.19 | 11 | 28 | 0.37 | 62 | 53 | -0.07 | 32 | 78 | -0.49 | 57 |
| 4 | 0.99 | 26 | 29 | 0.36 | 40 | 54 | -0.07 | 49 | 79 | -0.50 | 91 |
| 5 | 0.95 | 5 | 30 | 0.34 | 29 | 55 | -0.07 | 44 | 80 | -0.51 | 46 |
| 6 | 0.95 | 24 | 31 | 0.33 | 39 | 56 | -0.11 | 36 | 81 | -0.51 | 50 |
| 7 | 0.91 | 30 | 32 | 0.32 | 2 | 57 | -0.12 | 48 | 82 | -0.51 | 23 |
| 8 | 0.87 | 12 | 33 | 0.32 | 31 | 58 | -0.15 | 33 | 83 | -0.52 | 52 |
| 9 | 0.85 | 92 | 34 | 0.29 | 7 | 59 | -0.16 | 93 | 84 | -0.53 | 38 |
| 10 | 0.82 | 72 | 35 | 0.20 | 69 | 60 | -0.19 | 34 | 85 | -0.53 | 86 |
| 11 | 0.77 | 42 | 36 | 0.19 | 19 | 61 | -0.21 | 83 | 86 | -0.56 | 65 |
| 12 | 0.77 | 3 | 37 | 0.19 | 1 | 62 | -0.22 | 45 | 87 | -0.56 | 68 |
| 13 | 0.75 | 18 | 38 | 0.18 | 90 | 63 | -0.24 | 63 | 88 | -0.64 | 37 |
| 14 | 0.74 | 51 | 39 | 0.17 | 79 | 64 | -0.25 | 41 | 89 | -0.64 | 6 |
| 15 | 0.73 | 14 | 40 | 0.15 | 55 | 65 | -0.26 | 15 | 90 | -0.76 | 54 |
| 16 | 0.70 | 74 | 41 | 0.13 | 75 | 66 | -0.26 | 70 | 91 | -0.83 | 21 |
| 17 | 0.67 | 100 | 42 | 0.12 | 77 | 67 | -0.28 | 81 | 92 | -0.86 | 85 |
| 18 | 0.60 | 95 | 43 | 0.08 | 27 | 68 | -0.31 | 4 | 93 | -0.87 | 98 |
| 19 | 0.60 | 73 | 44 | 0.06 | 8 | 69 | -0.34 | 67 | 94 | -0.90 | 84 |
| 20 | 0.58 | 22 | 45 | 0.00 | 87 | 70 | -0.37 | 35 | 95 | -1.08 | 88 |
| 21 | 0.57 | 17 | 46 | -0.01 | 64 | 71 | -0.40 | 71 | 96 | -1.11 | 10 |
| 22 | 0.54 | 56 | 47 | -0.02 | 66 | 72 | -0.41 | 53 | 97 | -1.14 | 99 |
| 23 | 0.53 | 20 | 48 | -0.03 | 82 | 73 | -0.42 | 94 | 98 | -1.14 | 76 |
| 24 | 0.49 | 16 | 49 | -0.03 | 60 | 74 | -0.43 | 58 | 99 | -1.34 | 78 |
| 25 | 0.45 | 28 | 50 | -0.04 | 47 | 75 | -0.43 | 96 | 100 | -1.37 | 61 |
| 表型性状 Phenotypic trait | 相关系数 Similarity coefficient |
|---|---|
| 生育期 Growth period | 0.229* |
| 株高 Plant height | 0.029 |
| 剑叶长 Flag leaf length | 0.128 |
| 倒二叶长 Length of second leaf | 0.214* |
| 穗长 Panicle length | 0.335** |
| 每穗实粒数 Flling particles per panicle | 0.804** |
| 每穗瘪谷数shriveled grains per panicle | 0.319** |
| 结实率 Seed setting rate | -0.009 |
| 单株有效穗 Effective panicle per plant | -0.154 |
| 千粒重 1 000-grain weight | 0.350** |
| 单穗重Single spike weight | 0.847** |
| 谷粒长 Grain length | 0.618** |
| 谷粒宽 Grain width | 0.286** |
| 谷粒长宽比 Length-width ratio | 0.288** |
表5 一百份早籼稻种质资源表型性状与综合评价D值的相关系数
Table 5 Correlation coefficient between phenotypic characters and D value of comprehensive evaluation of 100 early indica rice germplasm resources
| 表型性状 Phenotypic trait | 相关系数 Similarity coefficient |
|---|---|
| 生育期 Growth period | 0.229* |
| 株高 Plant height | 0.029 |
| 剑叶长 Flag leaf length | 0.128 |
| 倒二叶长 Length of second leaf | 0.214* |
| 穗长 Panicle length | 0.335** |
| 每穗实粒数 Flling particles per panicle | 0.804** |
| 每穗瘪谷数shriveled grains per panicle | 0.319** |
| 结实率 Seed setting rate | -0.009 |
| 单株有效穗 Effective panicle per plant | -0.154 |
| 千粒重 1 000-grain weight | 0.350** |
| 单穗重Single spike weight | 0.847** |
| 谷粒长 Grain length | 0.618** |
| 谷粒宽 Grain width | 0.286** |
| 谷粒长宽比 Length-width ratio | 0.288** |
图3 浙江省早籼稻种质资源表型性状的聚类分析 编号同表1。
Fig.3 Cluster analysis of phenotypic traits of early indica rice germplasm resources in Zhejiang Province The numbers were the same as those in Table 1.
| 类群Number | Ⅰ | Ⅱ | Ⅲ | Ⅳ |
|---|---|---|---|---|
| 生育期 Growth period/d | 112.86 | 114.28 | 114.39 | 114.82 |
| 株高 Plant height/cm | 96.93 | 86.70 | 87.22 | 87.45 |
| 剑叶长 Flag leaf length/cm | 30.34 | 30.87 | 29.84 | 28.91 |
| 倒二叶长 Length of second leaf/cm | 32.11 | 32.94 | 32.99 | 32.14 |
| 穗长 Panicle length/cm | 21.18 | 20.43 | 21.25 | 22.06 |
| 每穗实粒数 Filled grains per panicle | 145.21 | 170.11 | 133.04 | 134.94 |
| 每穗瘪谷数Shriveled grains per panicle | 36.94 | 26.83 | 17.72 | 25.88 |
| 结实率 Seed setting rate/% | 79.89 | 86.44 | 88.41 | 83.99 |
| 单株有效穗 Effective panicle per plant | 10.86 | 5.67 | 6.03 | 6.95 |
| 千粒重 1000-grain weight/g | 24.21 | 27.11 | 25.79 | 26.01 |
| 单穗重Single spike weight/g | 3.94 | 6.06 | 4.40 | 4.49 |
| 谷粒长 Grain length/cm | 0.75 | 0.81 | 0.72 | 0.78 |
| 谷粒宽 Grain width/cm | 0.32 | 0.35 | 0.34 | 0.32 |
| 谷粒长宽比 Length-width ratio | 2.50 | 2.31 | 2.11 | 2.44 |
表6 不同类群各指标均值
Table 6 The mean value of various indicators of different categories
| 类群Number | Ⅰ | Ⅱ | Ⅲ | Ⅳ |
|---|---|---|---|---|
| 生育期 Growth period/d | 112.86 | 114.28 | 114.39 | 114.82 |
| 株高 Plant height/cm | 96.93 | 86.70 | 87.22 | 87.45 |
| 剑叶长 Flag leaf length/cm | 30.34 | 30.87 | 29.84 | 28.91 |
| 倒二叶长 Length of second leaf/cm | 32.11 | 32.94 | 32.99 | 32.14 |
| 穗长 Panicle length/cm | 21.18 | 20.43 | 21.25 | 22.06 |
| 每穗实粒数 Filled grains per panicle | 145.21 | 170.11 | 133.04 | 134.94 |
| 每穗瘪谷数Shriveled grains per panicle | 36.94 | 26.83 | 17.72 | 25.88 |
| 结实率 Seed setting rate/% | 79.89 | 86.44 | 88.41 | 83.99 |
| 单株有效穗 Effective panicle per plant | 10.86 | 5.67 | 6.03 | 6.95 |
| 千粒重 1000-grain weight/g | 24.21 | 27.11 | 25.79 | 26.01 |
| 单穗重Single spike weight/g | 3.94 | 6.06 | 4.40 | 4.49 |
| 谷粒长 Grain length/cm | 0.75 | 0.81 | 0.72 | 0.78 |
| 谷粒宽 Grain width/cm | 0.32 | 0.35 | 0.34 | 0.32 |
| 谷粒长宽比 Length-width ratio | 2.50 | 2.31 | 2.11 | 2.44 |
| [1] | 盛来运. 中国统计年鉴[M]. 北京: 中国统计出版社, 2018. |
| [2] |
徐春春, 纪龙, 陈中督, 等. 2020年我国水稻产业形势分析及2021年展望[J]. 中国稻米, 2021, 27(2): 1-4.
DOI |
| XU C C, JI L, CHEN Z D, et al. Analysis of China's rice industry in 2020 and the outlook for 2021[J]. China Rice, 2021, 27(2): 1-4. (in Chinese with English abstract) | |
| [3] | 王芳, 薛桂霞. 中国籼稻生产区域分析[J]. 杂交水稻, 2005, 20(3): 9-13. |
| WANG F, XUE G X. Analysis of production region of indica rice in China[J]. Hybrid Rice, 2005, 20(3): 9-13. (in Chinese with English abstract) | |
| [4] | HASSAN PERVAIZ Z, RABBANI M A, KHALIQ I, et al. Genetic diversity associated with agronomic traits using microsatellite markers in Pakistani rice landraces[J]. Electronic Journal of Biotechnology, 2010, 13(3): 4-5. |
| [5] | 胡标林, 万勇, 李霞, 等. 水稻核心种质表型性状遗传多样性分析及综合评价[J]. 作物学报, 2012, 38(5): 829-839. |
|
HU B L, WAN Y, LI X, et al. Analysis on genetic diversity of phenotypic traits in rice (Oryza sativa) core collection and its comprehensive assessment[J]. Acta Agronomica Sinica, 2012, 38(5): 829-839. (in Chinese with English abstract)
DOI URL |
|
| [6] |
HUANG X, WEI X, SANG T, et al. Genome-wide association studies of 14 agronomic traits in rice landraces[J]. Nature Genetics, 2010, 42(11):961-967.
DOI URL |
| [7] |
VEASEY E A, DA SILVA E F, SCHAMMASS E A, et al. Morphoagronomic genetic diversity in American wild rice species[J]. Brazilian Archives of Biology and Technology, 2008, 51(1): 94-104.
DOI URL |
| [8] | 曾亚文, 李自超, 申时全, 等. 云南地方稻种的多样性及优异种质研究[J]. 中国水稻科学, 2001, 15(3): 169-174. |
| ZENG Y W, LI Z C, SHEN S Q, et al. Diversity and good germplasm of indigenous rice varieties in Yunnan Province[J]. Chinese Journal of Rice Science, 2001, 15(3): 169-174. (in Chinese with English abstract) | |
| [9] |
YAN W G, RUTGER J N, BRYANT R J, et al. Development and evaluation of a core subset of the USDA rice germplasm collection[J]. Crop Science, 2007, 47(2): 869-876.
DOI URL |
| [10] | 陈小龙, 马利奋, 李培富, 等. 宁夏粳稻种质资源表型性状遗传多样性分析[J]. 中国农学通报, 2013, 29(33): 43-49. |
| CHEN X L, MA L F, LI P F, et al. Genetic diversity of japonica rice varieties in ningxia Province by using phenotypic character[J]. Chinese Agricultural Science Bulletin, 2013, 29(33): 43-49. (in Chinese with English abstract) | |
| [11] | 张晓丽, 吕荣华, 王强, 等. 4个东南亚国家水稻种质的表型多样性分析[J]. 西南农业学报, 2017, 30(12): 2617-2623. |
| ZHANG X L, LV R H, WANG Q, et al. Phenotypic diversity evaluations of rice germplasm from four Southeast Asia countries[J]. Southwest China Journal of Agricultural Sciences, 2017, 30(12): 2617-2623. (in Chinese with English abstract) | |
| [12] | 韩龙植, 魏兴华. 水稻种质资源描述规范和数据标准[M]. 北京: 中国农业出版社, 2006: 3-120. |
| [13] |
陈越, 张敦宇, 丁明亮, 等. 多个省份水稻资源的表型多样性与优异资源的筛选[J]. 浙江农业学报, 2019, 31(11): 1779-1789.
DOI |
|
CHEN Y, ZHANG D Y, DING M L, et al. Phenotypic diversity of rice resources in multiple provinces and screening of excellent resources[J]. Acta Agriculturae Zhejiangensis, 2019, 31(11): 1779-1789. (in Chinese with English abstract)
DOI |
|
| [14] | 马均. 不同穗重型水稻的形态、理生化特性及产量潜力的研究[D]. 雅安: 四川农业大学, 2002. |
| MA J. Study on the morphology, characteristics of physiology and biochemistry of different panicle weight type of rice(Oryza sative L.)[D]. Ya'an: Sichuan Agricultural University, 2002. (in Chinese with English abstract) | |
| [15] | 孙建昌, 马静, 杨生龙, 等. 粳稻粒形对其产量及主要农艺性状的影响[J]. 西北农业学报, 2011, 20(9): 50-53. |
| SUN J C, MA J, YANG S L, et al. Analysis of grain shape to yield and some agronomic traits in japonica rice[J]. Acta Agriculturae Boreali-Occidentalis Sinica, 2011, 20(9): 50-53. (in Chinese with English abstract) | |
| [16] | 潘存祥, 许勇, 纪海波, 等. 西瓜种质资源表型多样性及聚类分析[J]. 植物遗传资源学报, 2015, 16(1): 59-63. |
| PAN C X, XU Y, JI H B, et al. Phenotypic diversity and clustering analysis of watermelon germplasm[J]. Journal of Plant Genetic Resources, 2015, 16(1): 59-63. (in Chinese with English abstract) | |
| [17] | 贺治洲, 尹明, 谢振宇, 等. 热带水稻优异种质资源的表型遗传多样性分析[J]. 热带农业科学, 2014, 34(9): 37-42. |
| HE Z Z, YIN M, XIE Z Y, et al. Genetic diversity of tropical rice germplasms measured by phenotypic traits[J]. Chinese Journal of Tropical Agriculture, 2014, 34(9): 37-42. (in Chinese with English abstract) | |
| [18] | 宫彦龙, 雷月, 闫志强, 等. 不同生态区粳稻资源表型遗传多样性综合评价[J]. 作物杂志, 2020(5): 71-79. |
| GONG Y L, LEI Y, YAN Z Q, et al. Comprehensive evaluation of phenotype genetic diversity in japonica rice germplasm resources in different ecological zones[J]. Crops, 2020(5): 71-79. (in Chinese with English abstract) | |
| [19] | 要燕杰, 高翔, 吴丹, 等. 小麦农艺性状与品质特性的多元分析与评价[J]. 植物遗传资源学报, 2014, 15(1): 38-47. |
| YAO Y J, GAO X, WU D, et al. Multivariate analysis and evaluation of agronomic and quality traits based on principal components in wheat[J]. Journal of Plant Genetic Resources, 2014, 15(1): 38-47. (in Chinese with English abstract) |
| [1] | 何国欣, 李素娟, 王剑, 陶晓园, 叶子弘, 陈光, 徐盛春. 大豆种质苗期低氮耐性筛选和鉴定[J]. 浙江农业学报, 2025, 37(5): 965-976. |
| [2] | 李艳翠, 李福强, 周波. 不同生育期亏缺灌溉对蒙古黄芪光合特性、产量与品质的影响[J]. 浙江农业学报, 2025, 37(4): 779-789. |
| [3] | 谢昶琰, 金雨濛, 张苗, 董青君, 李青, 纪力, 钟平, 陈川, 章安康. 利用河道淤泥开发机插水稻秧苗营养土及其应用效果[J]. 浙江农业学报, 2025, 37(3): 538-547. |
| [4] | 李灿, 杨婷, 孙乙铭, 陈洪梁, 崔琦, 沈晓霞. 华东覆盆子优势种质资源的筛选与评价[J]. 浙江农业学报, 2025, 37(2): 349-364. |
| [5] | 李清超, 杨珊, 张登峰, 刘建新, 孙开利, 吴迅. 四百八十七份玉米地方种质资源穗部性状的表型多样性[J]. 浙江农业学报, 2024, 36(7): 1481-1491. |
| [6] | 汪宝根, 陈小央, 吴健, 李潇, 汪颖, 王尖, 吴晓花, 鲁忠富, 孙玉燕, 董文其, 李国景, 吴新义. 浙江豇豆地方品种的遗传多样性[J]. 浙江农业学报, 2024, 36(7): 1569-1582. |
| [7] | 朱艳宇, 于文涛, 高水练, 吕水源, 王攀, 靳宛旻, 贵文静, 林浥, 叶乃兴. 福建安溪茶树种质资源遗传多样性与铁观音衍生品种遗传关系[J]. 浙江农业学报, 2024, 36(7): 1591-1601. |
| [8] | 韩清宇, 程林润, 李月红, 仇智灵, 后猛, 楼兵干. 六十份甘薯种质资源对基腐病的抗性评价与抗病相关指标分析[J]. 浙江农业学报, 2024, 36(7): 1616-1625. |
| [9] | 柴荣耀, 游雨欣, 邱海萍, 郭峻宁, 张震, 李斌, 沈升法, 王艳丽. 甘薯抗茎腐病鉴定技术的建立及种质资源抗性分析[J]. 浙江农业学报, 2024, 36(3): 569-578. |
| [10] | 田晓明, 向光锋, 牟村, 吕浩, 马涛, 朱路, 彭静, 张敏, 何艳. 四种红豆属植物耐旱性综合评价[J]. 浙江农业学报, 2024, 36(2): 308-324. |
| [11] | 汪颖, 王尖, 冯子珊, 汪宝根, 吴新义, 鲁忠富, 孙玉燕, 董文其, 李国景, 吴晓花. 瓠瓜果实品质性状因子分析和综合评价[J]. 浙江农业学报, 2024, 36(2): 334-343. |
| [12] | 张小利, 朱灵龙, 李付振, 唐秀梅, 夏友霖, 游宇, 钟瑞春. 115份花生种质资源农艺与品质性状鉴评及分析[J]. 浙江农业学报, 2023, 35(9): 2033-2044. |
| [13] | 潘攀, 张建华, 郑晓明, 周国民, 胡林, 冯全, 柴秀娟. 深度学习在作物及其近缘种抗病性智能鉴定上的研究进展[J]. 浙江农业学报, 2023, 35(8): 1993-2012. |
| [14] | 白鼎臣, 赵支飞, 龚雪, 刘源, 牛素贞, 陈正武. 贵州栽培型地方茶树叶片气孔性状全基因组关联分析[J]. 浙江农业学报, 2023, 35(7): 1550-1563. |
| [15] | 卜远鹏, 刘娜, 张古文, 冯志娟, 王斌, 龚亚明, 许林英. 菜用大豆种质资源的农艺性状多样性评价及核心种质与食味品质评价体系的构建[J]. 浙江农业学报, 2023, 35(6): 1307-1314. |
| 阅读次数 | ||||||
|
全文 |
|
|||||
|
摘要 |
|
|||||