Journal of Agricultural Science and Technology ›› 2023, Vol. 25 ›› Issue (12): 145-157.DOI: 10.13304/j.nykjdb.2022.0535
• BIO-MANUFACTURING & RESOURCE AND ECOLOGY • Previous Articles
Shunsheng WANG1,2(), Yingquan YAO1,3, Yidan HUANG1, Chengyu YANG1, Jinyue YANG1, Hao ZHANG1(
)
Received:
2022-06-28
Accepted:
2022-10-31
Online:
2023-12-15
Published:
2023-12-12
Contact:
Hao ZHANG
汪顺生1,2(), 姚英全1,3, 黄一丹1, 杨成宇1, 杨金月1, 张昊1(
)
通讯作者:
张昊
作者简介:
汪顺生 E-mail:wangshunsheng609@163.com;
基金资助:
CLC Number:
Shunsheng WANG, Yingquan YAO, Yidan HUANG, Chengyu YANG, Jinyue YANG, Hao ZHANG. Quality Evaluation of Irrigation and Fertilization for Winter Wheat Under Wide Ridge and Furrow Irrigation[J]. Journal of Agricultural Science and Technology, 2023, 25(12): 145-157.
汪顺生, 姚英全, 黄一丹, 杨成宇, 杨金月, 张昊. 宽垄沟灌下冬小麦灌水施肥质量评价[J]. 中国农业科技导报, 2023, 25(12): 145-157.
灌水方案及总灌水量 Irrigation schemes and total irrigation amount/mm | 施氮量 Fertilizing N amount/(kg·hm-2) | |||||
---|---|---|---|---|---|---|
灌水下限 Lower limit | 灌水总量 Irrigation water/mm | 追肥次数 Number of topdressing | 基肥 Base fertilizer/ (kg·hm-2) | 追肥 topdressing/(kg·hm-2) | 总计 Total | |
拔节期 Jointing period | 抽穗期 Heading date | |||||
对照CK | 0 | 0 | 0 | 0.0 | 0.0 | 0 |
L60 | 120 | 2 | 55 | 32.5 | 32.5 | 120 |
82.5 | 82.5 | 220 | ||||
132.5 | 132.5 | 320 | ||||
L70 | 210 | 32.5 | 32.5 | 120 | ||
82.5 | 82.5 | 220 | ||||
132.5 | 132.5 | 320 | ||||
L80 | 360 | 32.5 | 32.5 | 120 | ||
82.5 | 82.5 | 220 | ||||
132.5 | 132.5 | 320 |
Table 1 Water and nitrogen treatment scheme of winter wheat
灌水方案及总灌水量 Irrigation schemes and total irrigation amount/mm | 施氮量 Fertilizing N amount/(kg·hm-2) | |||||
---|---|---|---|---|---|---|
灌水下限 Lower limit | 灌水总量 Irrigation water/mm | 追肥次数 Number of topdressing | 基肥 Base fertilizer/ (kg·hm-2) | 追肥 topdressing/(kg·hm-2) | 总计 Total | |
拔节期 Jointing period | 抽穗期 Heading date | |||||
对照CK | 0 | 0 | 0 | 0.0 | 0.0 | 0 |
L60 | 120 | 2 | 55 | 32.5 | 32.5 | 120 |
82.5 | 82.5 | 220 | ||||
132.5 | 132.5 | 320 | ||||
L70 | 210 | 32.5 | 32.5 | 120 | ||
82.5 | 82.5 | 220 | ||||
132.5 | 132.5 | 320 | ||||
L80 | 360 | 32.5 | 32.5 | 120 | ||
82.5 | 82.5 | 220 | ||||
132.5 | 132.5 | 320 |
水力特征参数Hydraulics characteristic parameter | 处理 Treatment | 土层深度 Soil depth/cm | α/(cm-1) | ||||
---|---|---|---|---|---|---|---|
初始值 Initial value | — | 0—20 | 0.032 4 | 0.378 5 | 0.025 3 | 1.479 3 | 33.2 |
20—40 | 0.381 5 | 0.024 6 | 1.437 6 | 25.3 | |||
40—60 | 0.392 7 | 0.023 1 | 1.456 3 | 19.4 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 21.6 | |||
80—100 | 0.386 5 | 0.019 3 | 1.627 1 | 55.4 | |||
优化值 Optimized value | L60 | 0—20 | — | 0.378 5 | 0.015 3 | 1.379 3 | 23.8 |
20—40 | 0.381 5 | 0.014 6 | 1.237 6 | 33.6 | |||
40—60 | 0.392 7 | 0.015 1 | 1.356 3 | 47.8 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 49.1 | |||
80—100 | 0.386 5 | 0.016 3 | 1.627 1 | 14.7 | |||
L70 | 0—20 | — | 0.368 5 | 0.014 9 | 1.509 3 | 23.8 | |
20—40 | 0.431 5 | 0.014 6 | 1.337 6 | 13.6 | |||
40—60 | 0.392 7 | 0.015 1 | 1.356 3 | 17.8 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 19.1 | |||
80—100 | 0.386 5 | 0.016 3 | 1.627 1 | 14.7 | |||
L80 | 0—20 | — | 0.368 5 | 0.014 9 | 1.459 3 | 23.8 | |
20—40 | 0.431 5 | 0.014 6 | 1.337 6 | 13.6 | |||
40—60 | 0.392 7 | 0.015 1 | 1.356 3 | 17.8 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 19.1 | |||
80—100 | 0.386 5 | 0.016 3 | 1.627 1 | 14.7 |
Table 2 Infiltration V-G model parameters and parameter calibration
水力特征参数Hydraulics characteristic parameter | 处理 Treatment | 土层深度 Soil depth/cm | α/(cm-1) | ||||
---|---|---|---|---|---|---|---|
初始值 Initial value | — | 0—20 | 0.032 4 | 0.378 5 | 0.025 3 | 1.479 3 | 33.2 |
20—40 | 0.381 5 | 0.024 6 | 1.437 6 | 25.3 | |||
40—60 | 0.392 7 | 0.023 1 | 1.456 3 | 19.4 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 21.6 | |||
80—100 | 0.386 5 | 0.019 3 | 1.627 1 | 55.4 | |||
优化值 Optimized value | L60 | 0—20 | — | 0.378 5 | 0.015 3 | 1.379 3 | 23.8 |
20—40 | 0.381 5 | 0.014 6 | 1.237 6 | 33.6 | |||
40—60 | 0.392 7 | 0.015 1 | 1.356 3 | 47.8 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 49.1 | |||
80—100 | 0.386 5 | 0.016 3 | 1.627 1 | 14.7 | |||
L70 | 0—20 | — | 0.368 5 | 0.014 9 | 1.509 3 | 23.8 | |
20—40 | 0.431 5 | 0.014 6 | 1.337 6 | 13.6 | |||
40—60 | 0.392 7 | 0.015 1 | 1.356 3 | 17.8 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 19.1 | |||
80—100 | 0.386 5 | 0.016 3 | 1.627 1 | 14.7 | |||
L80 | 0—20 | — | 0.368 5 | 0.014 9 | 1.459 3 | 23.8 | |
20—40 | 0.431 5 | 0.014 6 | 1.337 6 | 13.6 | |||
40—60 | 0.392 7 | 0.015 1 | 1.356 3 | 17.8 | |||
60—80 | 0.372 1 | 0.015 8 | 1.523 9 | 19.1 | |||
80—100 | 0.386 5 | 0.016 3 | 1.627 1 | 14.7 |
处理 Treatment | 平均绝对误差 MAE | 均方根误差 RMSE | 决定系数 R2 |
---|---|---|---|
L60 | 0.006 | 0.008 | 0.938 |
L70 | 0.007 | 0.007 | 0.943 |
L80 | 0.189 | 0.407 | 0.948 |
Table 3 Error analysis of measured and simulated soil volume moisture content
处理 Treatment | 平均绝对误差 MAE | 均方根误差 RMSE | 决定系数 R2 |
---|---|---|---|
L60 | 0.006 | 0.008 | 0.938 |
L70 | 0.007 | 0.007 | 0.943 |
L80 | 0.189 | 0.407 | 0.948 |
灌水水平 Irrigation level | 施肥水平 Fertilization level | 灌水均匀度 Ed /% | 灌水效率 Ea /% | 储水效率 Es /% | 水分利用效率 WUE/(kg·m-³) |
---|---|---|---|---|---|
L60 | N120 | 75.56 g | 56.92 f | 69.52 f | 1.92 d |
N220 | 78.69 f | 57.80 f | 69.21 fg | 1.97 c | |
N320 | 85.47 de | 78.41 c | 78.72 e | 1.90 e | |
L70 | N120 | 88.82 bc | 85.56 a | 82.90 d | 2.03 b |
N220 | 92.24 a | 80.93 b | 84.73 bc | 2.07 a | |
N320 | 88.56 bc | 79.66 bc | 84.96 b | 1.98 c | |
L80 | N120 | 87.42 cd | 78.01 c | 85.61 a | 1.75 h |
N220 | 90.51 ab | 70.52 d | 84.82 bc | 1.78 g | |
N320 | 87.93 bcd | 69.83 de | 85.84 a | 1.72 i | |
F值F value | 190.48** | 650.19** | 12.02** | 2 730.36** |
Table 4 Irrigation uniformity, irrigation efficiency,water storage efficiencyand water use efficiencyof winter wheat under different water and nitrogen treatments
灌水水平 Irrigation level | 施肥水平 Fertilization level | 灌水均匀度 Ed /% | 灌水效率 Ea /% | 储水效率 Es /% | 水分利用效率 WUE/(kg·m-³) |
---|---|---|---|---|---|
L60 | N120 | 75.56 g | 56.92 f | 69.52 f | 1.92 d |
N220 | 78.69 f | 57.80 f | 69.21 fg | 1.97 c | |
N320 | 85.47 de | 78.41 c | 78.72 e | 1.90 e | |
L70 | N120 | 88.82 bc | 85.56 a | 82.90 d | 2.03 b |
N220 | 92.24 a | 80.93 b | 84.73 bc | 2.07 a | |
N320 | 88.56 bc | 79.66 bc | 84.96 b | 1.98 c | |
L80 | N120 | 87.42 cd | 78.01 c | 85.61 a | 1.75 h |
N220 | 90.51 ab | 70.52 d | 84.82 bc | 1.78 g | |
N320 | 87.93 bcd | 69.83 de | 85.84 a | 1.72 i | |
F值F value | 190.48** | 650.19** | 12.02** | 2 730.36** |
Fig. 4 Fitting changes of Ed, Ea, Es and WUE of winter wheat with the application of water and nitrogenA:Changes of Ed ; B:Changes of Ea ; C: Changes of Es; D: Changes of WUE
灌水处理 Irrigation treatment | 施肥处理 Fertilization treatment | 农艺效率 AE/(kg·kg-1) | 生理效率 PE/(kg·kg-1) | 回收效率 RE/% | 肥料偏生产力PFP/(kg·kg-1) |
---|---|---|---|---|---|
L60 | N120 | 0.11 ef | 11.03 e | 0.06 b | 51.30 c |
N220 | 0.08 g | 7.91 g | 0.03 e | 29.88 e | |
N320 | 0.04 h | 4.77 h | 0.03 e | 19.87 g | |
L70 | N120 | 0.27 a | 23.75 a | 0.04 d | 64.03 a |
N220 | 0.17 c | 14.95 c | 0.05 c | 36.92 d | |
N320 | 0.11 ef | 9.53 f | 0.04 d | 24.64 f | |
L80 | N120 | 0.24 b | 22.41 b | 0.08 a | 62.69 b |
N220 | 0.14 d | 13.60 d | 0.03 e | 35.57 d | |
N320 | 0.10 f | 8.82 f | 0.04 d | 23.92 f | |
F值 F value | 灌水Irrigation | 2 978.87** | 107.61** | 1 460.92** | 2 978.87** |
施肥Fertilization | 4 748.16** | 196.29** | 997.95** | 5 263.82** | |
灌水×施肥 Irrigation×fertilization | 262.60** | 60.89** | 61.74** | 262.60** |
Table 5 Agronomic efficiency, physiological efficiency, recycling efficiencyandpartial factor productivity of fertilizer of winter wheat under different water and nitrogen treatments
灌水处理 Irrigation treatment | 施肥处理 Fertilization treatment | 农艺效率 AE/(kg·kg-1) | 生理效率 PE/(kg·kg-1) | 回收效率 RE/% | 肥料偏生产力PFP/(kg·kg-1) |
---|---|---|---|---|---|
L60 | N120 | 0.11 ef | 11.03 e | 0.06 b | 51.30 c |
N220 | 0.08 g | 7.91 g | 0.03 e | 29.88 e | |
N320 | 0.04 h | 4.77 h | 0.03 e | 19.87 g | |
L70 | N120 | 0.27 a | 23.75 a | 0.04 d | 64.03 a |
N220 | 0.17 c | 14.95 c | 0.05 c | 36.92 d | |
N320 | 0.11 ef | 9.53 f | 0.04 d | 24.64 f | |
L80 | N120 | 0.24 b | 22.41 b | 0.08 a | 62.69 b |
N220 | 0.14 d | 13.60 d | 0.03 e | 35.57 d | |
N320 | 0.10 f | 8.82 f | 0.04 d | 23.92 f | |
F值 F value | 灌水Irrigation | 2 978.87** | 107.61** | 1 460.92** | 2 978.87** |
施肥Fertilization | 4 748.16** | 196.29** | 997.95** | 5 263.82** | |
灌水×施肥 Irrigation×fertilization | 262.60** | 60.89** | 61.74** | 262.60** |
Fig. 5 Fitting changes of AE, PE, RE and PFP of fertilizer of winter wheat with the application of water and nitrogenA: Changes ofAE; B: Changes ofPE;C: Changes ofRE; D: Changes ofPFP
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[1] | LIU Zhongliang1, GU Duanyin1, ZHANG Yanyan1, JIAO Juan1, GAO Junjie1*, LIU Shiqi2, TIAN Xiaofei3. Influences of Water-saving and Nitrogen-reducing on Quality, Yield and Water-Nitrogen Use Efficiency of Protected Tomato [J]. Journal of Agricultural Science and Technology, 2019, 21(2): 111-119. |
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