

Xinjiang Agricultural Sciences ›› 2021, Vol. 58 ›› Issue (11): 1961-1970.DOI: 10.6048/j.issn.1001-4330.2021.11.001
• Crop Genetics and Breeding·Molecular Genetics·Cultivation Physiology • Previous Articles Next Articles
GAO Xin(
), FAN Zheru, WANG Zhong, LI Jianfeng, ZHANG Hongzhi, ZHANG Yueqiang(
)
Received:2020-11-27
Online:2021-11-20
Published:2021-12-16
Correspondence author:
ZHANG Yueqiang
Supported by:
高新(
), 樊哲儒, 王重, 李剑峰, 张宏芝, 张跃强(
)
通讯作者:
张跃强
作者简介:高新(1988- ),女,新疆人,助理研究员,硕士,研究方向为小麦遗传育种,(E-mail) gaoxin0564@163.com
基金资助:CLC Number:
GAO Xin, FAN Zheru, WANG Zhong, LI Jianfeng, ZHANG Hongzhi, ZHANG Yueqiang. Correlation Analysis of Canopy Temperature and Yield Characteristics of One Xinjiang Spring Wheat RIL under Different Irrigation Conditions[J]. Xinjiang Agricultural Sciences, 2021, 58(11): 1961-1970.
高新, 樊哲儒, 王重, 李剑峰, 张宏芝, 张跃强. 不同灌溉条件下一个春小麦重组自交系(RIL)冠层温度与产量性状的相关性[J]. 新疆农业科学, 2021, 58(11): 1961-1970.
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URL: https://www.xjnykx.com/EN/10.6048/j.issn.1001-4330.2021.11.001
| 冠层温度Canopy temperature | 产量性状Yield characteristics | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| 抽穗期 Heading | 灌浆初期 Early filling stage | 灌浆中期 Middle filling stage | 平均值 Mean | 变异系数 CV | 产量 Yield (t/hm2) | 千粒重 TKW (g) | 单株有 效穗数 Spike number per plant | 穗粒数 Grain number per spike | |
| 2014充分灌溉 Sufficient irrigation in 2014 | 22.24 | 23.65 | 24.6 | 23.5 | 4.24 | 7.83a | 42.76e | 1.05i | 39.67l |
| 2014有限灌溉 Deficit irrigation in 2014 | 25.44 | 27.77 | 27.78 | 27 | 6.25 | 6.9b | 42.14e | 1.04i | 34.18m |
| 2015充分灌溉 Sufficient irrigation in 2015 | 19.11 | 23.94 | 27.99 | 23.68 | 5.21 | 7.93a | 44.45d | 1.17h | 44.1k |
| 2015有限灌溉 Deficit irrigation in 2015 | 21.64d | 27.94 | 29.22 | 26.27 | 5.57 | 6.25c | 36.73f | 1.05i | 39.85l |
| 2016充分灌溉 Sufficient irrigation in 2016 | 19.01 | 22.62 | 23.07 | 21.57 | 4.43 | 7ab | 33.9g | 1.03ij | 41.06l |
| 2016有限灌溉 Deficit irrigation in 2016 | 23.19 | 27.16 | 28.37 | 26.24 | 5.39 | 6.26c | 33.07g | 1.02j | 37.74m |
Table 1 Canopy temperature and yield characteristics of RIL in different growing stages and irrigations
| 冠层温度Canopy temperature | 产量性状Yield characteristics | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| 抽穗期 Heading | 灌浆初期 Early filling stage | 灌浆中期 Middle filling stage | 平均值 Mean | 变异系数 CV | 产量 Yield (t/hm2) | 千粒重 TKW (g) | 单株有 效穗数 Spike number per plant | 穗粒数 Grain number per spike | |
| 2014充分灌溉 Sufficient irrigation in 2014 | 22.24 | 23.65 | 24.6 | 23.5 | 4.24 | 7.83a | 42.76e | 1.05i | 39.67l |
| 2014有限灌溉 Deficit irrigation in 2014 | 25.44 | 27.77 | 27.78 | 27 | 6.25 | 6.9b | 42.14e | 1.04i | 34.18m |
| 2015充分灌溉 Sufficient irrigation in 2015 | 19.11 | 23.94 | 27.99 | 23.68 | 5.21 | 7.93a | 44.45d | 1.17h | 44.1k |
| 2015有限灌溉 Deficit irrigation in 2015 | 21.64d | 27.94 | 29.22 | 26.27 | 5.57 | 6.25c | 36.73f | 1.05i | 39.85l |
| 2016充分灌溉 Sufficient irrigation in 2016 | 19.01 | 22.62 | 23.07 | 21.57 | 4.43 | 7ab | 33.9g | 1.03ij | 41.06l |
| 2016有限灌溉 Deficit irrigation in 2016 | 23.19 | 27.16 | 28.37 | 26.24 | 5.39 | 6.26c | 33.07g | 1.02j | 37.74m |
| 变异来源 Source of variance | 年份 Year | 平方和 Sum of square | 自由度 Degree of freedom | 均方 Mean square | F值 F-Value | P值 P-Value |
|---|---|---|---|---|---|---|
| 灌溉条件 Irrigation | 2014 | 1 510.84 | 1 | 1 510.84 | 1 391.11 | <0.001 |
| 2015 | 1 258.74 | 1 | 1 258.74 | 1 146.51 | <0.001 | |
| 2016 | 4 119.77 | 1 | 4 119.77 | 5 559.92 | <0.001 | |
| 生育期 Growth stage | 2014 | 1 366.94 | 2 | 683.47 | 113.33 | <0.001 |
| 2015 | 26 517.52 | 2 | 13 258.76 | 3 424.81 | <0.001 | |
| 2016 | 9 143.99 | 2 | 4 571.99 | 643.80 | <0.001 | |
| 抽穗期 Heading | 2014 | 1 932.17 | 1 | 1 932.17 | 460.98 | <0.001 |
| 2015 | 1 200.13 | 1 | 1 200.13 | 473.67 | <0.001 | |
| 2016 | 3 288.50 | 1 | 3 288.50 | 2 453.94 | <0.001 | |
| 灌浆初期 Early filling stage | 2014 | 3 204.72 | 1 | 3 204.72 | 2 251.62 | <0.001 |
| 2015 | 3 010.24 | 1 | 3 010.24 | 1 811.16 | <0.001 | |
| 2016 | 5 312.34 | 1 | 5 312.34 | 2 140.91 | <0.001 | |
| 灌浆中期 Middle filling stage | 2014 | 257.34 | 1 | 257.34 | 226.48 | <0.001 |
| 2015 | 286.54 | 1 | 286.54 | 199.27 | <0.001 | |
| 2016 | 3 884.41 | 1 | 3 884.41 | 4 492.27 | <0.001 |
Table 2 Analysis of variance of the influence of growing stage and irrigation to canopy temperature of RIL
| 变异来源 Source of variance | 年份 Year | 平方和 Sum of square | 自由度 Degree of freedom | 均方 Mean square | F值 F-Value | P值 P-Value |
|---|---|---|---|---|---|---|
| 灌溉条件 Irrigation | 2014 | 1 510.84 | 1 | 1 510.84 | 1 391.11 | <0.001 |
| 2015 | 1 258.74 | 1 | 1 258.74 | 1 146.51 | <0.001 | |
| 2016 | 4 119.77 | 1 | 4 119.77 | 5 559.92 | <0.001 | |
| 生育期 Growth stage | 2014 | 1 366.94 | 2 | 683.47 | 113.33 | <0.001 |
| 2015 | 26 517.52 | 2 | 13 258.76 | 3 424.81 | <0.001 | |
| 2016 | 9 143.99 | 2 | 4 571.99 | 643.80 | <0.001 | |
| 抽穗期 Heading | 2014 | 1 932.17 | 1 | 1 932.17 | 460.98 | <0.001 |
| 2015 | 1 200.13 | 1 | 1 200.13 | 473.67 | <0.001 | |
| 2016 | 3 288.50 | 1 | 3 288.50 | 2 453.94 | <0.001 | |
| 灌浆初期 Early filling stage | 2014 | 3 204.72 | 1 | 3 204.72 | 2 251.62 | <0.001 |
| 2015 | 3 010.24 | 1 | 3 010.24 | 1 811.16 | <0.001 | |
| 2016 | 5 312.34 | 1 | 5 312.34 | 2 140.91 | <0.001 | |
| 灌浆中期 Middle filling stage | 2014 | 257.34 | 1 | 257.34 | 226.48 | <0.001 |
| 2015 | 286.54 | 1 | 286.54 | 199.27 | <0.001 | |
| 2016 | 3 884.41 | 1 | 3 884.41 | 4 492.27 | <0.001 |
| 生育时期 Growth stage | 年份 Year | 抽穗期 Heading | 灌浆初期 Prime grain filling | 灌浆中期 Medium grain filling | |||
|---|---|---|---|---|---|---|---|
| 充分灌溉 Full irrigation | 有限灌溉 Limited irrigation | 充分灌溉 Full irrigation | 有限灌溉 Limited irrigation | 充分灌溉 Full irrigation | 有限灌溉 Limited irrigation | ||
| 抽穗期 Heading | 2014 | 1 | 1 | ||||
| 2015 | 1 | 1 | |||||
| 2016 | 1 | 1 | |||||
| 灌浆初期 Early filling stage | 2014 | 0.473** | 0.022 | 1 | 1 | ||
| 2015 | 0.537** | 0.291** | 1 | 1 | |||
| 2016 | 0.215** | 0.282** | 1 | 1 | |||
| 灌浆中期 Middle filling stage | 2014 | 0.551** | 0.518** | 0.431** | 0.439** | 1 | 1 |
| 2015 | 0.506** | 0.003 | 0.686** | 0.533** | 1 | 1 | |
| 2016 | 0.067 | 0.199** | 0.294** | 0.268** | 1 | 1 | |
Table 3 Correlation coefficient of canopy temperature in different growing stages
| 生育时期 Growth stage | 年份 Year | 抽穗期 Heading | 灌浆初期 Prime grain filling | 灌浆中期 Medium grain filling | |||
|---|---|---|---|---|---|---|---|
| 充分灌溉 Full irrigation | 有限灌溉 Limited irrigation | 充分灌溉 Full irrigation | 有限灌溉 Limited irrigation | 充分灌溉 Full irrigation | 有限灌溉 Limited irrigation | ||
| 抽穗期 Heading | 2014 | 1 | 1 | ||||
| 2015 | 1 | 1 | |||||
| 2016 | 1 | 1 | |||||
| 灌浆初期 Early filling stage | 2014 | 0.473** | 0.022 | 1 | 1 | ||
| 2015 | 0.537** | 0.291** | 1 | 1 | |||
| 2016 | 0.215** | 0.282** | 1 | 1 | |||
| 灌浆中期 Middle filling stage | 2014 | 0.551** | 0.518** | 0.431** | 0.439** | 1 | 1 |
| 2015 | 0.506** | 0.003 | 0.686** | 0.533** | 1 | 1 | |
| 2016 | 0.067 | 0.199** | 0.294** | 0.268** | 1 | 1 | |
| 性状 Trait | 抽穗期 Heading | 灌浆初期 Prime grain filling | 灌浆中期 Medium grain filling | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2014年 | 2015年 | 2016年 | 2014年 | 2015年 | 2016年 | 2014年 | 2015年 | 2016年 | ||
| 产量 Yield(t/hm2) | 充分灌溉 | -0.064 | -0.225** | -0.022 | -0.029 | -0.048 | -0.091 | -0.151** | -0.088 | -0.092 |
| 有限灌溉 | -0.355** | -0.016 | -0.148** | -0.330** | -0.700** | -0.181** | -0.545** | -0.409** | -0.390** | |
| 千粒重 TKW(g) | 充分灌溉 | -0.107* | -0.154** | -0.034 | -0.023 | -0.122* | -0.089 | -0.097 | -0.103* | -0.037 |
| 有限灌溉 | -0.08 | -0.059 | -0.079 | -0.214** | -0.571** | -0.028 | -0.290** | -0.327** | -0.186** | |
| 单株有效穗数 Spike number per plant | 充分灌溉 | -0.112* | -0.064 | -0.101 | 0.068 | 0.033 | -0.136** | -0.260** | -0.071 | -0.099 |
| 有限灌溉 | 0.025 | 0.007 | -0.023 | -0.031 | -0.057 | 0.009 | -0.01 | 0.004 | -0.121* | |
| 小穗数 Spikelet number per spike | 充分灌溉 | -0.128* | -0.103* | -0.038 | 0.039 | -0.025 | -0.003 | 0.028 | -0.03 | 0.073 |
| 有限灌溉 | -0.170** | 0.063 | -0.171** | -0.166** | 0.073 | -0.007 | 0.156** | 0.038 | -0.054 | |
| 穗粒数 Grain number per spike | 充分灌溉 | -0.125* | -0.052 | -0.039 | -0.134** | -0.007 | -0.151** | -0.08 | -0.04 | -0.029 |
| 有限灌溉 | -0.201** | -0.025 | -0.064 | -0.248** | -0.187** | -0.165** | -0.146** | -0.057 | -0.196** | |
| 穗粒重 Grain weight per spike | 充分灌溉 | -0.099 | -0.027 | -0.054 | -0.119* | 0.006 | -0.131* | -0.129* | -0.03 | -0.05 |
| 有限灌溉 | -0.185** | -0.009 | -0.101 | -0.246** | -0.442** | -0.089 | -0.195** | -0.185** | -0.220** | |
| 单株粒重 Grain weight per plant | 充分灌溉 | -0.057 | -0.035 | -0.065 | -0.092 | -0.006 | -0.140** | -0.049 | -0.075 | -0.064 |
| 有限灌溉 | -0.144** | -0.026 | -0.099 | -0.231** | -0.375** | -0.083 | -0.179** | -0.160** | -0.184** | |
Table 4 Correlation coefficient of canopy temperature to yield and yield component
| 性状 Trait | 抽穗期 Heading | 灌浆初期 Prime grain filling | 灌浆中期 Medium grain filling | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2014年 | 2015年 | 2016年 | 2014年 | 2015年 | 2016年 | 2014年 | 2015年 | 2016年 | ||
| 产量 Yield(t/hm2) | 充分灌溉 | -0.064 | -0.225** | -0.022 | -0.029 | -0.048 | -0.091 | -0.151** | -0.088 | -0.092 |
| 有限灌溉 | -0.355** | -0.016 | -0.148** | -0.330** | -0.700** | -0.181** | -0.545** | -0.409** | -0.390** | |
| 千粒重 TKW(g) | 充分灌溉 | -0.107* | -0.154** | -0.034 | -0.023 | -0.122* | -0.089 | -0.097 | -0.103* | -0.037 |
| 有限灌溉 | -0.08 | -0.059 | -0.079 | -0.214** | -0.571** | -0.028 | -0.290** | -0.327** | -0.186** | |
| 单株有效穗数 Spike number per plant | 充分灌溉 | -0.112* | -0.064 | -0.101 | 0.068 | 0.033 | -0.136** | -0.260** | -0.071 | -0.099 |
| 有限灌溉 | 0.025 | 0.007 | -0.023 | -0.031 | -0.057 | 0.009 | -0.01 | 0.004 | -0.121* | |
| 小穗数 Spikelet number per spike | 充分灌溉 | -0.128* | -0.103* | -0.038 | 0.039 | -0.025 | -0.003 | 0.028 | -0.03 | 0.073 |
| 有限灌溉 | -0.170** | 0.063 | -0.171** | -0.166** | 0.073 | -0.007 | 0.156** | 0.038 | -0.054 | |
| 穗粒数 Grain number per spike | 充分灌溉 | -0.125* | -0.052 | -0.039 | -0.134** | -0.007 | -0.151** | -0.08 | -0.04 | -0.029 |
| 有限灌溉 | -0.201** | -0.025 | -0.064 | -0.248** | -0.187** | -0.165** | -0.146** | -0.057 | -0.196** | |
| 穗粒重 Grain weight per spike | 充分灌溉 | -0.099 | -0.027 | -0.054 | -0.119* | 0.006 | -0.131* | -0.129* | -0.03 | -0.05 |
| 有限灌溉 | -0.185** | -0.009 | -0.101 | -0.246** | -0.442** | -0.089 | -0.195** | -0.185** | -0.220** | |
| 单株粒重 Grain weight per plant | 充分灌溉 | -0.057 | -0.035 | -0.065 | -0.092 | -0.006 | -0.140** | -0.049 | -0.075 | -0.064 |
| 有限灌溉 | -0.144** | -0.026 | -0.099 | -0.231** | -0.375** | -0.083 | -0.179** | -0.160** | -0.184** | |
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