The Effects of Irrigation and Nitrogen Application on the Water and Nitrogen Utilization Characteristics of Drip-Irrigated Winter Wheat in the North China Plain
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Site
2.2. Experimental Design
2.3. Sampling and Measurements
2.3.1. Soil Water Content and Evapotranspiration
2.3.2. Above-Ground Nitrogen Accumulation
2.3.3. Grain Yield and Its Characteristics
2.3.4. Water and Nitrogen Use Efficiency
2.3.5. Statistical Analysis
3. Results
3.1. Grain Yield and Its Characteristics
3.1.1. Grain Yield
3.1.2. Yield Characteristics
3.1.3. Relationship Between Yield and Its Characteristics
3.2. Above-Ground Nitrogen Accumulation
3.3. Evapotranspiration
3.4. WUE, NPFP and NPE
4. Discussion
4.1. Grain Yield and Above-Ground Nitrogen Accumulation
4.2. Yield Characteristics
4.3. Evapotranspiration
4.4. WUE, NPFP, NPE
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Appendix A
Wheat Seasons | Irrigation Treatments | Nitrogen Treatments | Spike Number (104 hm−2) | Grains per Spike | 1000-Grain Weight (g) | Grain Yield (kg hm−2) |
---|---|---|---|---|---|---|
2018–2019 | W3 | N3 | 567 a | 32.0 abcd | 55.0 abc | 9984 a |
N2 | 553 a | 32.3 abc | 57.9 a | 9834 a | ||
N1 | 545 ab | 32.0 abcd | 55.6 abc | 9051 bc | ||
N0 | 420 c | 30.8 bcd | 57.6 a | 6803 d | ||
W2 | N3 | 556 a | 33.4 a | 55.3 abc | 9792 a | |
N2 | 548 ab | 31.8 abcd | 56.8 ab | 9745 a | ||
N1 | 529 b | 32.5 abc | 55.0 abc | 8756 c | ||
N0 | 419 c | 29.9 d | 56.4 ab | 6514 de | ||
W1 | N3 | 548 ab | 31.7 abcd | 52.0 cd | 9223 b | |
N2 | 533 b | 31.4 bcd | 53.3 bcd | 9124 b | ||
N1 | 533 b | 30.4 cd | 53.8 bcd | 9015 bc | ||
N0 | 404 c | 29.1 cd | 53.2 bcd | 6214 e | ||
CK | 449 c | 29.7 d | 50.1 d | 6613 de | ||
2019–2020 | W3 | N3 | 579 ab | 31.7 a | 53.8 a | 10,016 a |
N2 | 585 a | 31.9 a | 52.8 ab | 9708 a | ||
N1 | 543 c | 30.9 ab | 53.6 a | 8469 c | ||
N0 | 411 de | 29.4 ab | 56.2 a | 6173 d | ||
W2 | N3 | 584 a | 31.2 a | 51.7 ab | 9818 a | |
N2 | 565 ab | 31.5 a | 52.7 ab | 9565 ab | ||
N1 | 550 bc | 29.2 ab | 50.1 bc | 8114 c | ||
N0 | 406 de | 27.4 b | 52.3 ab | 6192 d | ||
W1 | N3 | 575 ab | 31.2 a | 48.0 c | 9110 b | |
N2 | 581 a | 30.9 ab | 46.9 c | 9214 b | ||
N1 | 539 c | 28.8 ab | 46.7 c | 8148 c | ||
N0 | 388 e | 27.6 b | 47.5 c | 5429 e | ||
CK | 430 d | 29.6 ab | 41.1 d | 6584 d | ||
2020–2021 | W3 | N3 | 532 a | 32.4 a | 57.3 a | 9441 a |
N2 | 526 a | 32.3 ab | 55.8 a | 9327 a | ||
N1 | 401 c | 30.0 bc | 55.4 a | 6435 d | ||
N0 | 279 d | 26.0 de | 55.0 a | 3462 f | ||
W2 | N3 | 528 a | 32.7 ab | 54.3 ab | 9240 ab | |
N2 | 536 a | 30.7 abc | 55.2 a | 9196 ab | ||
N1 | 407 c | 27.2 cde | 55.7 a | 6339 d | ||
N0 | 270 d | 24.0 ef | 56.9 a | 3264 f | ||
W1 | N3 | 515 a | 33.4 a | 49.5 bc | 8781 b | |
N2 | 515 a | 32.6 ab | 49.7 bc | 8657 b | ||
N1 | 392 c | 28.6 cd | 48.4 c | 5859 e | ||
N0 | 277 d | 22.8 f | 49.2 bc | 3164 f | ||
CK | 521 a | 32.3 ab | 45.9 d | 7848 c |
Wheat Seasons | Irrigation Treatments | Nitrogen Treatments | Stem and Leaf and Husk | Grain | ANA |
---|---|---|---|---|---|
2018–2019 | W3 | N3 | 43.11 a | 147.15 a | 190.26 a |
N2 | 39.31 ab | 144.25 a | 183.55 a | ||
N1 | 32.88 bc | 129.92 b | 162.80 b | ||
N0 | 24.95 d | 96.12 d | 121.07 d | ||
W2 | N3 | 39.78 ab | 144.84 a | 184.62 a | |
N2 | 35.55 abc | 146.05 a | 181.59 a | ||
N1 | 31.86 bcd | 118.52 c | 150.38 c | ||
N0 | 23.53 d | 88.51 de | 112.04 de | ||
W1 | N3 | 35.97 abc | 128.03 bc | 164.00 b | |
N2 | 33.09 bc | 128.95 bc | 162.05 b | ||
N1 | 29.11 cd | 130.40 b | 159.51 bc | ||
N0 | 21.41 d | 85.63 e | 107.03 e | ||
CK | 24.54 d | 85.01 e | 109.55 e | ||
2019–2020 | W3 | N3 | 39.59 a | 140.44 a | 180.02 a |
N2 | 37.62 ab | 134.66 a | 172.27 ab | ||
N1 | 31.40 bc | 112.24 cd | 143.64 de | ||
N0 | 21.14 de | 71.21 f | 92.35 g | ||
W2 | N3 | 38.63 a | 136.20 a | 174.83 ab | |
N2 | 33.57 b | 132.65 ab | 166.21 bc | ||
N1 | 27.81 cd | 108.11 de | 135.92 ef | ||
N0 | 18.19 e | 70.37 f | 88.56 g | ||
W1 | N3 | 33.24 b | 124.47 bc | 157.71 cd | |
N2 | 34.69 ab | 125.53 bc | 160.22 c | ||
N1 | 27.04 cd | 100.74 e | 127.78 f | ||
N0 | 17.45 e | 59.58 g | 77.03 g | ||
CK | 21.76 de | 74.82 f | 96.57 g | ||
2020–2021 | W3 | N3 | 43.94 a | 125.79 a | 169.73 a |
N2 | 40.18 a | 116.02 a | 156.20 a | ||
N1 | 22.97 cd | 77.44 c | 100.40 cd | ||
N0 | 8.89 e | 35.99 e | 44.88 f | ||
W2 | N3 | 40.73 a | 121.26 a | 161.99 a | |
N2 | 39.74 ab | 117.70 a | 157.44 a | ||
N1 | 18.17 d | 70.06 cd | 88.22 de | ||
N0 | 7.64 e | 27.41 e | 35.05 f | ||
W1 | N3 | 31.47 bc | 107.05 b | 138.52 b | |
N2 | 30.13 bc | 104.39 b | 134.52 b | ||
N1 | 17.21 d | 61.44 d | 78.65 e | ||
N0 | 5.66 e | 28.05 e | 33.71 f | ||
CK | 22.74 cd | 88.37 c | 111.10 c |
Wheat Seasons | Irrigation Treatments | Nitrogen Treatments | Effective Rainfall | Irrigation Water | Soil Water Consumption | Total ET |
---|---|---|---|---|---|---|
2018–2019 | W3 | N3 | 146.7 | 300 | 54.3 fg | 501.0 a |
N2 | 146.7 | 300 | 55.8 fg | 502.5 a | ||
N1 | 146.7 | 300 | 47.3 gh | 494.0 ab | ||
N0 | 146.7 | 300 | 19.3 i | 466.0 cd | ||
W2 | N3 | 146.7 | 240 | 95.8 cd | 482.5 bc | |
N2 | 146.7 | 240 | 80.6 de | 467.3 cd | ||
N1 | 146.7 | 240 | 65.5 def | 452.2 cde | ||
N0 | 146.7 | 240 | 34.8 fh | 421.5 ef | ||
W1 | N3 | 146.7 | 180 | 112.7 ab | 439.4 e | |
N2 | 146.7 | 180 | 114.2 ab | 440.9 de | ||
N1 | 146.7 | 180 | 97.9 bc | 424.6 ef | ||
N0 | 146.7 | 180 | 79.0 cde | 405.7 f | ||
CK | 146.7 | 70 | 119.3 a | 336.0 g | ||
2019–2020 | W3 | N3 | 130.4 | 300 | 20.0 de | 450.4 a |
N2 | 130.4 | 300 | 22.5 de | 452.9 a | ||
N1 | 130.4 | 300 | 8.1 ef | 438.5 a | ||
N0 | 130.4 | 300 | −24.2 g | 406.2 b | ||
W2 | N3 | 130.4 | 240 | 38.5 c | 408.9 b | |
N2 | 130.4 | 240 | 42.2 c | 412.6 b | ||
N1 | 130.4 | 240 | 25.3 cd | 395.7 bc | ||
N0 | 130.4 | 240 | −1.5 f | 368.9 d | ||
W1 | N3 | 130.4 | 180 | 71.1 b | 381.5 cd | |
N2 | 130.4 | 180 | 75.2 b | 385.6 cd | ||
N1 | 130.4 | 180 | 60.7 b | 371.1 d | ||
N0 | 130.4 | 180 | 23.5 de | 333.9 e | ||
CK | 130.4 | 70 | 85.6 a | 286.0 f | ||
2020–2021 | W3 | N3 | 200.5 | 220 | 85.7 d | 506.2 a |
N2 | 200.5 | 220 | 88.3 c | 508.8 a | ||
N1 | 200.5 | 220 | 33.8 f | 454.3 cd | ||
N0 | 200.5 | 220 | −23.7 h | 396.8 f | ||
W2 | N3 | 200.5 | 180 | 102.0 b | 482.5 b | |
N2 | 200.5 | 180 | 105.7 b | 486.2 ab | ||
N1 | 200.5 | 180 | 54.4 e | 434.9 de | ||
N0 | 200.5 | 180 | 0.1 g | 380.6 fg | ||
W1 | N3 | 200.5 | 140 | 125.4 a | 465.9 bcd | |
N2 | 200.5 | 140 | 126.8 a | 467.3 bcd | ||
N1 | 200.5 | 140 | 86.2 d | 426.7 bc | ||
N0 | 200.5 | 140 | 25.3 f | 365.8 g | ||
CK | 200.5 | 70 | 118.0 a | 388.5 fg |
Wheat Seasons | Irrigation Treatments | Nitrogen Treatments | WUE (kg m−3) | NPFP (kg kg−1) | NPE (kg kg−1) |
---|---|---|---|---|---|
2018–2019 | W3 | N3 | 1.99 ab | 39.94 c | 52.47 e |
N2 | 1.96 ab | 58.89 b | 53.58 de | ||
N1 | 1.83 b | 109.05 a | 55.60 cd | ||
N0 | 1.46 c | / | 56.19 bc | ||
W2 | N3 | 2.03 a | 39.17 c | 53.04 de | |
N2 | 2.09 a | 58.35 b | 53.66 de | ||
N1 | 1.94 ab | 105.49 a | 58.23 ab | ||
N0 | 1.55 c | / | 58.14 ab | ||
W1 | N3 | 2.10 a | 36.89 c | 56.24 bc | |
N2 | 2.07 a | 54.63 b | 56.30 bc | ||
N1 | 2.12 a | 108.61 a | 56.52 bc | ||
N0 | 1.53 c | / | 58.06 ab | ||
CK | 1.97 ab | 26.45 d | 60.37 a | ||
2019–2020 | W3 | N3 | 2.22 ab | 40.06 c | 55.64 d |
N2 | 2.14 abc | 58.13 b | 56.35 cd | ||
N1 | 1.93 cde | 102.04 a | 58.96 c | ||
N0 | 1.52 c | / | 66.84 ab | ||
W2 | N3 | 2.40 a | 39.27 cd | 56.16 cd | |
N2 | 2.32 ab | 57.28 b | 57.55 cd | ||
N1 | 2.05 bc | 97.76 a | 59.70 c | ||
N0 | 1.68 de | / | 69.92 a | ||
W1 | N3 | 2.39 a | 36.44 d | 57.76 cd | |
N2 | 2.39 a | 55.17 b | 57.51 cd | ||
N1 | 2.20 abc | 98.17 a | 63.76 b | ||
N0 | 1.63 e | / | 70.48 a | ||
CK | 2.30 ab | 26.34 e | 68.17 a | ||
2020–2021 | W3 | N3 | 1.86 a | 37.76 d | 55.62 f |
N2 | 1.83 a | 55.85 c | 59.71 e | ||
N1 | 1.42 b | 77.53 a | 64.09 d | ||
N0 | 0.87 c | / | 77.14 b | ||
W2 | N3 | 1.91 a | 36.96 d | 57.04 e | |
N2 | 1.89 a | 55.07 c | 58.41 e | ||
N1 | 1.46 b | 76.37 a | 71.85 c | ||
N0 | 0.86 c | / | 93.12 a | ||
W1 | N3 | 1.88 a | 35.12 d | 63.39 d | |
N2 | 1.85 a | 51.84 c | 64.36 d | ||
N1 | 1.37 b | 70.59 b | 74.49 b | ||
N0 | 0.87 c | / | 93.86 a | ||
CK | 2.02 a | 31.39 e | 70.64 c |
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Soil Layer (cm) | Particle Content Percentage (%) | Bulk Density (g cm−3) | Field Capacity (cm3 cm−3) | Saturated Water Content (cm3 cm−3) | ||
---|---|---|---|---|---|---|
(0–0.002 mm) | (0.002–0.02 mm) | (0.02–2 mm) | ||||
0–20 | 6.83 | 50.63 | 42.54 | 1.53 | 33.80% | 41.23% |
20–40 | 6.43 | 39.53 | 54.04 | 1.61 | 33.26% | 41.25% |
40–60 | 6.31 | 38.40 | 55.29 | 1.56 | 31.87% | 41.12% |
60–80 | 6.28 | 36.90 | 56.82 | 1.50 | 30.67% | 43.52% |
80–100 | 5.66 | 38.98 | 55.36 | 1.46 | 29.45% | 45.02% |
100–120 | 5.97 | 32.78 | 61.25 | 1.41 | 27.36% | 47.24% |
120–140 | 3.43 | 30.20 | 66.37 | 1.41 | 27.89% | 47.14% |
Growth Stage | 2018–2019 | 2019–2020 | 2020–2021 |
---|---|---|---|
Sowing | 10 October | 12 October | 10 October |
Reviving | 22 February | 25 February | 22 February |
Jointing | 15 March | 15 March | 14 March |
Anthesis | 23 April | 22 April | 25 April |
Maturity | 3 June | 3 June | 3 June |
2019 | 2020 | 2021 |
---|---|---|
12 March | 9 March | / |
19 April | 19 April | 11 April |
15 May | 15 May | 14 May |
Wheat Seasons | Treatments | Spike Number (104 hm−2) | Grains per Spike | 1000-Grain Weight (g) | Grain Yield (kg hm−2) |
---|---|---|---|---|---|
2018–2019 | N3 | 557 a | 32.4 a | 54.1 a | 9666 a |
N2 | 545 b | 31.8 a | 56.0 a | 9568 a | |
N1 | 536 b | 31.6 a | 54.8 a | 8941 b | |
N0 | 414 c | 29.9 b | 55.7 a | 6510 c | |
p-value | 0.002 | 0.034 | NS | 0.000 | |
W3 | 521 a | 31.8 a | 56.5 a | 8918 a | |
W2 | 513 ab | 31.9 a | 55.9 a | 8702 ab | |
W1 | 505 b | 30.7 b | 53.1 b | 8394 b | |
p-value | 0.000 | 0.022 | 0.026 | 0.000 | |
N × W | NS | NS | NS | NS | |
CK | 449 | 29.7 | 50.1 | 6613 | |
2019–2020 | N3 | 580 a | 31.4 a | 51.1 a | 9648 a |
N2 | 577 a | 31.4 a | 50.8 a | 9496 b | |
N1 | 544 b | 29.6 b | 50.1 a | 8244 c | |
N0 | 402 c | 28.1 c | 52.0 a | 5931 | |
p-value | 0.000 | 0.010 | NS | 0.000 | |
W3 | 529 a | 31.0 a | 54.1 a | 8591 a | |
W2 | 526 ab | 29.8 b | 51.7 b | 8422 a | |
W1 | 521 b | 29.6 b | 47.3 c | 7975 b | |
p-value | 0.000 | 0.032 | 0.026 | 0.000 | |
N × W | NS | 0.037 | NS | NS | |
CK | 430 | 29.6 | 41.1 | 6584 | |
2020–2021 | N3 | 525 a | 32.8 a | 53.7 a | 9154 a |
N2 | 526 a | 31.8 a | 53.6 a | 9060 a | |
N1 | 400 b | 28.6 b | 53.2 a | 6211 b | |
N0 | 275 c | 24.3 c | 53.7 a | 3297 c | |
p-value | 0.000 | 0.013 | NS | 0.014 | |
W3 | 435 a | 30.2 a | 55.9 a | 7166 a | |
W2 | 435 a | 28.6 b | 55.5 a | 7010 a | |
W1 | 425 b | 29.3 b | 49.2 b | 6615 b | |
p-value | 0.000 | 0.025 | 0.031 | 0.000 | |
N × W | NS | NS | 0.018 | NS | |
CK | 521 | 32.3 | 45.9 | 7848 |
Pearson Correlation | Spike Number | Grains per Spike | 1000-Grain Weight | Grain Yield |
---|---|---|---|---|
Spike number | 1 | |||
Grains per spike | 0.844 ** | 1 | ||
1000-grain weight | −0.023 | 0.122 | 1 | |
Yield | 0.976 ** | 0.891 ** | 0.117 | 1 |
Wheat Seasons | Factors | Stalk and Leaf and Husk | Grain | ANA |
2018–2019 | W | 0.000 | 0.000 | 0.000 |
N | 0.000 | 0.000 | 0.000 | |
W × N | NS | NS | NS | |
2019–2020 | W | 0.000 | 0.000 | 0.000 |
N | 0.000 | 0.000 | 0.000 | |
W × N | NS | NS | NS | |
2020–2021 | W | 0.000 | 0.000 | 0.000 |
N | 0.000 | 0.000 | 0.000 | |
W × N | NS | NS | 0.034 |
Wheat Seasons | Factors | ET |
---|---|---|
2018–2019 | W | 0.000 |
N | 0.023 | |
W × N | NS | |
2019–2020 | W | 0.000 |
N | 0.008 | |
W × N | NS | |
2020–2021 | W | 0.000 |
N | 0.000 | |
W × N | NS |
Treatments | 2018–2019 | 2019–2020 | 2020–2021 | ||||||
---|---|---|---|---|---|---|---|---|---|
WUE (kg m−3) | NPFP (kg kg−1) | NPE (kg kg−1) | WUE (kg m−3) | NPFP (kg kg−1) | NPE (kg kg−1) | WUE (kg m−3) | NPFP (kg kg−1) | NPE (kg kg−1) | |
N3 | 2.04 a | 38.67 c | 53.92 a | 2.34 a | 38.59 c | 56.52 c | 1.89 a | 36.62 c | 58.68 c |
N2 | 2.04 a | 57.29 b | 54.51 ab | 2.28 a | 56.86 b | 57.13 c | 1.86 a | 54.25 b | 60.83 c |
N1 | 1.96 a | 107.72 a | 56.78 bc | 2.06 b | 99.32 a | 60.81 b | 1.42 b | 74.83 a | 70.15 b |
N0 | 1.51 b | / | 57.46 c | 1.61 c | / | 69.08 a | 0.86 c | / | 88.04 a |
p-value | 0.000 | 0.023 | 0.027 | 0.000 | 0.005 | 0.025 | 0.000 | 0.002 | 0.006 |
W3 | 1.81 b | 69.29 a | 54.46 b | 1.95 a | 66.74 a | 59.45 b | 1.50 a | 57.05 a | 64.14 c |
W2 | 1.90 ab | 67.67 ab | 55.77 ab | 2.11 a | 64.77 ab | 60.83 ab | 1.53 a | 56.13 a | 70.1 ab |
W1 | 1.96 a | 66.71 b | 56.78 a | 2.15 a | 63.26 b | 62.38 a | 1.49 a | 52.52 b | 74.03 a |
p-value | 0.031 | 0.031 | 0.028 | NS | 0.033 | 0.027 | NS | 0.037 | 0.034 |
N × W | 0.042 | NS | NS | NS | NS | NS | NS | NS | NS |
CK | 1.97 | 26.45 | 60.37 | 2.30 | 26.34 | 68.17 | 2.02 | 31.39 | 70.64 |
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Qin, J.; Fan, X.; Wang, X.; Jiang, M.; Lv, M. The Effects of Irrigation and Nitrogen Application on the Water and Nitrogen Utilization Characteristics of Drip-Irrigated Winter Wheat in the North China Plain. Agronomy 2024, 14, 2629. https://doi.org/10.3390/agronomy14112629
Qin J, Fan X, Wang X, Jiang M, Lv M. The Effects of Irrigation and Nitrogen Application on the Water and Nitrogen Utilization Characteristics of Drip-Irrigated Winter Wheat in the North China Plain. Agronomy. 2024; 14(11):2629. https://doi.org/10.3390/agronomy14112629
Chicago/Turabian StyleQin, Jingtao, Xichao Fan, Xiaosen Wang, Mingliang Jiang, and Mouchao Lv. 2024. "The Effects of Irrigation and Nitrogen Application on the Water and Nitrogen Utilization Characteristics of Drip-Irrigated Winter Wheat in the North China Plain" Agronomy 14, no. 11: 2629. https://doi.org/10.3390/agronomy14112629
APA StyleQin, J., Fan, X., Wang, X., Jiang, M., & Lv, M. (2024). The Effects of Irrigation and Nitrogen Application on the Water and Nitrogen Utilization Characteristics of Drip-Irrigated Winter Wheat in the North China Plain. Agronomy, 14(11), 2629. https://doi.org/10.3390/agronomy14112629