Responses of Root Characteristic Parameters and Plant Dry Matter Accumulation, Distribution and Transportation to Nitrogen Levels for Spring Maize in Northeast China
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Sites and Varieties
2.2. Experimental Design
2.3. Measurement and Methods
2.3.1. Sampling and Measurements
2.3.2. Determination of Root Characteristic Parameters
2.3.3. Determination of Characteristics of Dry Matter Accumulation, Distribution and Transportation in Plants
2.3.4. Logistic Fitting of Plant Dry Matter
2.3.5. Relative Indexes of Plant Dry Matter Accumulation and Transportation
2.3.6. Determination of Yield and Its Components
2.4. Data Analysis
3. Results
3.1. Apparent Characteristics of Root System
3.2. Root Length
3.3. Average Root Diameter
3.4. Root Projection Area
3.5. Root Pixel Area
3.6. Total Root Surface Area
3.7. Total Root Volume
3.8. Logistic Fitting of Plant Dry Matter Accumulation
3.9. Plant Dry Matter Accumulation
3.10. Plant Dry Matter Accumulation Rate
3.11. Dry Matter Distribution Ratio of Stem and Leaf Sheath
3.12. Distribution Ratio of Dry Matter in Leaves
3.13. Dry Matter Distribution Ratio of Tassel, Petiole Bract Axis and Grain
3.14. Dry Matter Transport
3.15. Maize Yield and Its Components
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Month | Average Temperature (°C) | Precipitation (mm) | Sunshine Hours (h) | |||
---|---|---|---|---|---|---|
2015 | 2016 | 2015 | 2016 | 2015 | 2016 | |
April | 15.4 | 8.0 | 75.4 | 15.2 | 223.2 | 219.10 |
May | 21.8 | 16.0 | 33.8 | 106.8 | 274.6 | 183.00 |
June | 25.2 | 20.1 | 45.7 | 206.1 | 231.4 | 238.10 |
July | 30.4 | 24.3 | 20.4 | 44.2 | 286.7 | 246.20 |
August | 26.6 | 23.2 | 65.1 | 31.7 | 200.1 | 283.70 |
September | 22.3 | 17.1 | 43.2 | 70.3 | 207.3 | 152.40 |
Total | 23.6 | 18.1 | 283.6 | 474.3 | 1423.3 | 1322.50 |
Varieties | Nitrogen Levels | V13 (m plant−1) | R1 (m plant−1) | R3 (m plant−1) | R5 (m plant−1) |
---|---|---|---|---|---|
JD27 | 000N | 16.87 c | 29.52 cd | 46.32 ab | 45.72 a |
JD27 | 075N | 29.53 a | 35.72 ab | 44.51 ab | 42.40 a |
JD27 | 150N | 30.19 a | 32.82 abc | 39.22 b | 32.75 b |
JD27 | 225N | 31.80 a | 38.39 a | 44.17 ab | 32.25 b |
JD27 | 300N | 27.35 a | 30.38 bc | 48.40 a | 28.58 b |
SD19 | 000N | 19.83 bc | 24.20 de | 26.46 c | 29.85 b |
SD19 | 075N | 20.50 bc | 20.99 e | 26.79 c | 26.07 b |
SD19 | 150N | 27.14 a | 27.19 cd | 39.18 b | 28.91 b |
SD19 | 225N | 30.98 a | 37.54 a | 48.36 a | 42.16 a |
SD19 | 300N | 25.15 ab | 37.29 a | 44.75 ab | 46.21 a |
F value | Varieties (V) | 3.56 | 8.81 ** | 18.73 ** | 0.97 |
F value | Nitrogen (N) | 11.57 ** | 9.26 ** | 7.62 ** | 2.35 |
F value | V:N | 2.28 | 7.11 ** | 7.91 ** | 15.55 ** |
JD27 | 27.15 a | 33.37 a | 44.52 a | 36.34 a | |
SD19 | 24.72 a | 29.44 b | 37.11 b | 34.64 a | |
000N | 18.35 c | 26.86 c | 36.39 b | 37.78 a | |
075N | 25.02 b | 28.36 c | 35.65 b | 34.24 ab | |
150N | 28.66 ab | 30.01 bc | 39.20 b | 30.83 b | |
225N | 31.39 a | 37.97 a | 46.26 a | 37.21 a | |
300N | 26.25 b | 33.83 ab | 46.58 a | 37.39 a |
Varieties | Nitrogen Levels | V13 (mm plant−1) | R1 (mm plant−1) | R3 (mm plant−1) | R5 (mm plant−1) |
---|---|---|---|---|---|
JD27 | 000N | 1.39 d | 1.58 abc | 1.38 de | 1.30 cd |
JD27 | 075N | 1.47 d | 1.67 ab | 1.30 e | 1.74 a |
JD27 | 150N | 1.55 bcd | 1.32 c | 1.51 cde | 1.33 cd |
JD27 | 225N | 1.68 abcd | 1.48 bc | 1.77 abcd | 1.24 d |
JD27 | 300N | 1.79 abc | 1.59 abc | 1.70 abcde | 1.48 bc |
SD19 | 000N | 1.69 abcd | 1.67 ab | 1.92 abc | 1.35 cd |
SD19 | 075N | 1.93 a | 1.80 a | 1.54 bcde | 1.46 cd |
SD19 | 150N | 1.44 d | 1.85 a | 1.62 bcde | 1.75 a |
SD19 | 225N | 1.86 ab | 1.70 ab | 2.08 a | 1.72 ab |
SD19 | 300N | 1.54 cd | 1.57 abc | 2.00 ab | 1.55 abc |
F value | Varieties (V) | 3.63 | 9.55 ** | 11.16 ** | 8.29 ** |
F value | Nitrogen (N) | 2.72 | 0.89 | 4.17 * | 3.36 * |
F value | V:N | 4.45 ** | 2.41 | 0.59 | 7.44 ** |
JD27 | 1.58 a | 1.53 b | 1.53 b | 1.42 b | |
SD19 | 1.69 a | 1.72 a | 1.83 a | 1.57 a | |
000N | 1.54 bc | 1.62 a | 1.65 abc | 1.32 b | |
075N | 1.70 ab | 1.73 a | 1.42 c | 1.60 a | |
150N | 1.50 c | 1.59 a | 1.57 bc | 1.54 a | |
225N | 1.77 a | 1.59 a | 1.93 a | 1.48 ab | |
300N | 1.67 abc | 1.58 a | 1.85 ab | 1.52 a |
Varieties | Nitrogen Levels | V13 (cm2 plant−1) | R1 (cm2 plant−1) | R3 (cm2 plant−1) | R5 (cm2 plant−1) |
---|---|---|---|---|---|
JD27 | 000N | 414.90 abc | 435.44 cd | 589.17 cde | 540.77 bcd |
JD27 | 075N | 416.39 abc | 543.15 bc | 695.11 bcd | 568.89 abc |
JD27 | 150N | 409.05 bc | 411.34 d | 615.46 cde | 568.86 abc |
JD27 | 225N | 368.38 bc | 420.75 d | 790.07 b | 507.58 cd |
JD27 | 300N | 409.85 bc | 450.69 cd | 716.28 bc | 565.11 bc |
SD19 | 000N | 316.98 c | 388.13 d | 503.72 e | 387.25 d |
SD19 | 075N | 413.14 bc | 460.82 cd | 550.26 de | 433.14 cd |
SD19 | 150N | 459.43 abc | 503.48 bcd | 624.27 bcde | 485.95 cd |
SD19 | 225N | 580.15 a | 792.70 a | 971.57 a | 725.78 a |
SD19 | 300N | 518.91 ab | 603.95 b | 747.08 bc | 686.36 ab |
F value | Varieties (V) | 2.66 | 15.26 ** | 0.00 | 0.05 |
F value | Nitrogen (N) | 1.37 | 6.97 ** | 12.67 ** | 4.35 * |
F value | V:N | 2.47 | 10.57 ** | 2.91 * | 5.90 ** |
JD27 | 403.71 a | 452.27 b | 681.22 a | 550.24 a | |
SD19 | 457.72 a | 549.82 a | 679.38 a | 543.70 a | |
000N | 365.94 a | 411.79 c | 546.44 c | 464.01 b | |
075N | 414.77 a | 501.99 b | 622.69 bc | 501.01 b | |
150N | 434.24 a | 457.41 bc | 619.86 bc | 527.41 ab | |
225N | 474.26 a | 606.73 a | 880.82 a | 616.68 a | |
300N | 464.38 a | 527.32 ab | 731.68 b | 625.74 a |
Varieties | Nitrogen Levels | V13 (cm2 plant−1) | R1 (cm2 plant−1) | R3 (cm2 plant−1) | R5 (cm2 plant−1) |
---|---|---|---|---|---|
JD27 | 000N | 296.61 bc | 387.75 bc | 400.52 cd | 396.58 abc |
JD27 | 075N | 309.25 bc | 391.30 b | 388.51 cd | 446.02 ab |
JD27 | 150N | 319.96 abc | 326.19 bcd | 402.48 cd | 399.98 abc |
JD27 | 225N | 348.98 ab | 399.83 b | 516.84 ab | 291.19 d |
JD27 | 300N | 320.99 abc | 331.98 bcd | 487.13 bc | 385.59 bc |
SD19 | 000N | 231.46 c | 268.01 d | 332.96 d | 296.26 d |
SD19 | 075N | 270.39 bc | 286.97 cd | 383.70 d | 284.69 d |
SD19 | 150N | 312.32 bc | 324.07 bcd | 423.99 bcd | 322.73 cd |
SD19 | 225N | 416.15 a | 556.02 a | 608.33 a | 479.48 a |
SD19 | 300N | 341.75 ab | 406.32 b | 495.58 bc | 473.94 ab |
F value | Varieties (V) | 0.05 | 0.00 | 0.22 | 0.48 |
F value | Nitrogen (N) | 3.79 * | 8.58 ** | 12.11 ** | 2.56 |
F value | V:N | 1.25 | 7.23 ** | 1.48 | 12.98 ** |
JD27 | 319.16 a | 367.41 a | 439.10 a | 383.87 a | |
SD19 | 314.41 a | 368.28 a | 448.91 a | 371.42 a | |
000N | 264.04 b | 327.88 b | 366.74 c | 346.42 b | |
075N | 289.82 b | 339.13 b | 386.10 c | 365.36 b | |
150N | 316.14 ab | 325.13 b | 413.23 c | 361.36 b | |
225N | 382.57 a | 477.92 a | 562.58 a | 385.33 ab | |
300N | 331.37 ab | 369.15 b | 491.35 b | 429.76 a |
Varieties | Nitrogen Levels | V13 (cm2 plant−1) | R1 (cm2 plant−1) | R3 (cm2 plant−1) | R5 (cm2 plant−1) |
---|---|---|---|---|---|
JD27 | 000N | 1303.43 abc | 1367.97 cd | 1850.92 cde | 1698.88 c |
JD27 | 075N | 1308.13 abc | 1706.35 bc | 2183.75 bcd | 1787.22 bc |
JD27 | 150N | 1285.06 abc | 1292.26 d | 1933.52 cde | 1787.13 bc |
JD27 | 225N | 1157.30 bc | 1379.05 cd | 2482.08 b | 1594.61 cd |
JD27 | 300N | 1287.58 abc | 1415.88 cd | 2250.25 bcd | 1775.34 c |
SD19 | 000N | 995.82 c | 1219.36 d | 1582.49 e | 1216.59 d |
SD19 | 075N | 1196.39 bc | 1297.92 cd | 1813.65 de | 1417.96 cd |
SD19 | 150N | 1414.72 abc | 1581.73 bcd | 1961.19 bcde | 1526.65 cd |
SD19 | 225N | 1822.59 a | 2490.35 a | 3052.28 a | 2280.09 a |
SD19 | 300N | 1630.22 ab | 1897.38 b | 2347.02 bc | 2270.72 ab |
F value | Varieties (V) | 1.65 | 10.99 ** | 0.01 | 0.02 |
F value | Nitrogen (N) | 1.29 | 7.48 ** | 12.37 ** | 5.41 ** |
F value | V:N | 2.32 | 10.86 ** | 2.57 | 6.94 ** |
JD27 | 1268.30 a | 1432.30 b | 2140.10 a | 1728.64 a | |
SD19 | 1411.95 a | 1697.35 a | 2151.33 a | 1742.40 a | |
000N | 1149.63 a | 1293.67 c | 1716.70 c | 1457.74 c | |
075N | 1252.26 a | 1502.14 bc | 1998.70 bc | 1602.59 c | |
150N | 1349.89 a | 1436.99 bc | 1947.35 bc | 1656.89 bc | |
225N | 1489.94 a | 1934.70 a | 2767.18 a | 1937.35 ab | |
300N | 1458.90 a | 1656.63 b | 2298.63 b | 2023.03 a |
Varieties | Nitrogen Levels | V13 (cm3 plant−1) | R1 (cm3 plant−1) | R3 (cm3 plant−1) | R5 (cm3 plant−1) |
---|---|---|---|---|---|
JD27 | 000N | 97.69 abc | 98.63 cd | 122.78 cd | 110.45 bcd |
JD27 | 075N | 90.59 bc | 101.12 cd | 170.66 bcd | 131.12 bcd |
JD27 | 150N | 74.47 c | 75.94 d | 179.42 bcd | 130.41 bcd |
JD27 | 225N | 61.66 c | 97.53 cd | 212.72 b | 117.14 bcd |
JD27 | 300N | 87.07 c | 97.06 cd | 185.05 bc | 138.11 abc |
SD19 | 000N | 75.87 c | 92.82 cd | 136.68 cd | 77.42 d |
SD19 | 075N | 74.56 c | 86.58 d | 110.73 d | 98.61 cd |
SD19 | 150N | 122.56 abc | 143.17 bc | 155.11 bcd | 122.62 bcd |
SD19 | 225N | 158.05 ab | 224.97 a | 300.25 a | 199.61 a |
SD19 | 300N | 166.83 a | 161.77 b | 214.61 b | 172.93 ab |
F value | Varieties (V) | 8.25 ** | 18.02 ** | 0.48 | 0.47 |
F value | Nitrogen (N) | 1.54 | 4.97 ** | 11.46 ** | 3.64 * |
F value | V:N | 3.49 * | 5.43 ** | 3.42 * | 2.99 * |
JD27 | 82.29 b | 94.06 b | 174.13 a | 125.45 a | |
SD19 | 119.57 a | 141.86 a | 183.48 a | 134.24 a | |
000N | 86.78 a | 95.73 b | 129.73 c | 93.94 b | |
075N | 82.58 a | 93.85 b | 140.70 c | 114.87 ab | |
150N | 98.51 a | 109.55 b | 167.26 bc | 126.52 ab | |
225N | 109.85 a | 161.25 a | 256.49 a | 158.37 a | |
300N | 126.95 a | 129.41 ab | 199.83 b | 155.52 a |
Varieties | Nitrogen Levels | V7 (t ha−1) | V13 (t ha−1) | R1 (t ha−1) | R3 (t ha−1) | R5 (t ha−1) |
---|---|---|---|---|---|---|
JD27 | 000N | 1.71 d | 3.80 c | 7.48 fg | 13.99 f | 17.88 f |
JD27 | 075N | 2.32 bc | 5.24 ab | 8.50 def | 16.51 e | 19.86 de |
JD27 | 150N | 2.49 bc | 5.54 a | 9.32 cde | 17.62 cde | 21.35 bcd |
JD27 | 225N | 2.60 ab | 5.70 a | 10.38 c | 18.95 abc | 22.55 abc |
JD27 | 300N | 2.80 a | 5.92 a | 13.58 a | 20.43 a | 23.73 a |
SD19 | 000N | 1.40 d | 3.45 c | 6.28 g | 12.04 g | 15.63 g |
SD19 | 075N | 2.27 c | 4.44 bc | 8.15 ef | 15.84 ef | 19.08 ef |
SD19 | 150N | 2.37 bc | 5.48 a | 8.77 de | 17.04 de | 20.87 cd |
SD19 | 225N | 2.54 abc | 5.61 a | 9.75 cd | 18.53 bcd | 21.80 bc |
SD19 | 300N | 2.64 ab | 5.81 a | 11.82 b | 19.80 ab | 23.07 ab |
F value | Varieties (V) | 4.83 * | 1.76 | 14.05 ** | 5.46 * | 7.79 * |
F value | Nitrogen (N) | 41.23 ** | 14.66 ** | 65.94 ** | 44.12 ** | 42.90 ** |
F value | V:N | 0.58 | 0.43 | 1.14 | 0.57 | 0.83 |
JD27 | 2.38 a | 5.24 a | 9.85 a | 17.50 a | 21.07 a | |
SD19 | 2.24 b | 4.96 a | 8.95 b | 16.65 b | 20.09 b | |
000N | 1.55 d | 3.63 c | 6.88 d | 13.01 d | 16.76 d | |
075N | 2.29 c | 4.84 b | 8.32 c | 16.18 c | 19.47 c | |
150N | 2.43 bc | 5.51 ab | 9.04 c | 17.33 c | 21.11 b | |
225N | 2.57 ab | 5.66 a | 10.06 b | 18.74 b | 22.18 b | |
300N | 2.72 a | 5.87 a | 12.70 a | 20.11 a | 23.40 a |
Treatment | Fitting Equation | R2 | Vmax (kg ha−1 d−1) | Va (kg ha−1 d−1) | Tm (d) | T2-1 (d) |
---|---|---|---|---|---|---|
JD27-000N | y = 19.07/(1 + 219.67exp(−0.06x)) | 0.968 | 300.94 | 147.79 | 85.40 | 41.50 |
JD27-075N | y = 21.26/(1 + 168.77exp(−0.06x)) | 0.993 | 327.80 | 164.84 | 83.17 | 42.49 |
JD27-150N | y = 22.81/(1 + 166.94exp(−0.06x)) | 0.996 | 351.37 | 176.84 | 83.06 | 42.53 |
JD27-225N | y = 23.77/(1 + 201.99exp(−0.07x)) | 0.992 | 386.64 | 184.30 | 81.60 | 40.28 |
JD27-300N | y = 24.03/(1 + 315.45exp(−0.08x)) | 0.995 | 452.09 | 186.27 | 76.45 | 34.81 |
Average | 363.77 | 172.01 | 81.94 | 40.32 | ||
SD19-000N | y = 16.84/(1 + 199.99exp(−0.06x)) | 0.961 | 257.67 | 130.51 | 86.54 | 42.79 |
SD19-075N | y = 20.29/(1 + 219.57exp(−0.06x)) | 0.978 | 327.94 | 157.31 | 83.41 | 40.54 |
SD19-150N | y = 22.48/(1 + 156.84exp(−0.06x)) | 0.985 | 337.92 | 174.26 | 84.07 | 43.57 |
SD19-225N | y = 23.08/(1 + 205.97exp(−0.07x)) | 0.995 | 375.65 | 178.92 | 81.84 | 40.24 |
SD19-300N | y = 23.84/(1 + 251.83exp(−0.07x)) | 0.997 | 417.33 | 184.84 | 78.97 | 37.42 |
Average | y = 19.07/(1 + 219.67exp(−0.06x)) | 343.30 | 165.17 | 82.97 | 40.91 |
Varieties | Nitrogen Levels | Emergence -V7 (t ha−1) | V7–V13 (t ha−1) | V13–R1 (t ha−1) | R1–R3 (t ha−1) | R3–R5 (t ha−1) |
---|---|---|---|---|---|---|
JD27 | 000N | 1.71 d | 2.09 a | 3.68 cd | 6.50 ab | 3.90 a |
JD27 | 075N | 2.32 bc | 2.92 a | 3.26 cd | 8.01 ab | 3.35 a |
JD27 | 150N | 2.49 bc | 3.05 a | 3.78 cd | 8.30 a | 3.73 a |
JD27 | 225N | 2.60 ab | 3.10 a | 4.68 bc | 8.58 a | 3.60 a |
JD27 | 300N | 2.80 a | 3.12 a | 7.65 a | 6.86 ab | 3.30 a |
SD19 | 000N | 1.40 d | 2.06 a | 2.82 d | 5.77 b | 3.58 a |
SD19 | 075N | 2.27 c | 2.17 a | 3.71 cd | 7.69 ab | 3.24 a |
SD19 | 150N | 2.37 bc | 3.10 a | 3.29 cd | 8.27 a | 3.84 a |
SD19 | 225N | 2.54 abc | 3.07 a | 4.13 cd | 8.78 a | 3.27 a |
SD19 | 300N | 2.64 ab | 3.17 a | 6.01 ab | 7.97 ab | 3.27 a |
F value | Varieties (V) | 4.83 * | 0.36 | 3.57 | 0.01 | 0.06 |
F value | Nitrogen (N) | 41.23 ** | 3.13 * | 16.44 ** | 3.46 * | 0.15 |
F value | V:N | 0.58 | 0.42 | 1.06 | 0.43 | 0.02 |
JD27 | 2.38 a | 2.86 a | 4.61 a | 7.65 a | 3.57 a | |
SD19 | 2.24 b | 2.71 a | 3.99 a | 7.70 a | 3.44 a | |
000N | 1.55 d | 2.07 b | 3.25 b | 6.13 b | 3.74 a | |
075N | 2.29 c | 2.54 ab | 3.48 b | 7.85 a | 3.29 a | |
150N | 2.43 bc | 3.08 a | 3.53 b | 8.29 a | 3.78 a | |
225N | 2.57 ab | 3.09 a | 4.40 b | 8.68 a | 3.44 a | |
300N | 2.72 a | 3.14 a | 6.83 a | 7.41 ab | 3.28 a |
Varieties | Nitrogen Levels | Sowing-V7 (kg ha−1 d−1) | V7–V13 (kg ha−1 d−1) | V13–R1 (kg ha−1 d−1) | R1–R3 (kg ha−1 d−1) | R3–R5 (kg ha−1 d−1) |
---|---|---|---|---|---|---|
JD27 | 000N | 35.64 d | 139.31 a | 230.24 cd | 295.56 ab | 139.13 a |
JD27 | 075N | 48.36 bc | 194.60 a | 203.75 cd | 364.18 ab | 119.49 a |
JD27 | 150N | 51.80 bc | 203.63 a | 236.10 cd | 377.45 a | 133.17 a |
JD27 | 225N | 54.08 ab | 206.93 a | 292.34 bc | 389.78 a | 128.51 a |
JD27 | 300N | 58.40 a | 207.92 a | 478.39 a | 311.67 ab | 117.72 a |
SD19 | 000N | 29.08 d | 137.20 a | 176.41 d | 262.13 b | 128.03 a |
SD19 | 075N | 47.24 c | 144.69 a | 231.86 cd | 349.70 ab | 115.74 a |
SD19 | 150N | 49.47 bc | 206.97 a | 205.44 cd | 375.89 a | 137.07 a |
SD19 | 225N | 52.93 abc | 204.91 a | 258.25 cd | 399.20 a | 116.97 a |
SD19 | 300N | 55.08 ab | 211.16 a | 375.84 ab | 362.31 ab | 116.79 a |
F value | Varieties (V) | 4.83 * | 0.36 | 3.57 | 0.01 | 0.06 |
F value | Nitrogen (N) | 41.23 ** | 3.13 * | 16.44 ** | 3.46 * | 0.15 |
F value | V:N | 0.58 | 0.42 | 1.06 | 0.43 | 0.02 |
JD27 | 49.66 a | 190.48 a | 288.16 a | 347.73 a | 127.60 a | |
SD19 | 46.76 b | 180.99 a | 249.56 a | 349.84 a | 122.92 a | |
000N | 32.36 d | 138.25 b | 203.33 b | 278.85 b | 133.58 a | |
075N | 47.80 c | 169.65 ab | 217.81 b | 356.94 a | 117.61 a | |
150N | 50.63 bc | 205.30 a | 220.77 b | 376.67 a | 135.12 a | |
225N | 53.51 ab | 205.92 a | 275.30 b | 394.49 a | 122.74 a | |
300N | 56.74 a | 209.54 a | 427.12 a | 336.99 ab | 117.25 a |
Varieties | Nitrogen Levels | Ratio of Stalk and Leaf Sheaths (%) | ||||
---|---|---|---|---|---|---|
V7 | V13 | R1 | R3 | R5 | ||
JD27 | 000N | 39.46 a | 47.47 a | 58.97 abc | 31.79 bc | 25.38 ab |
JD27 | 075N | 37.65 a | 49.13 a | 62.71 a | 27.46 cde | 23.26 bcde |
JD27 | 150N | 37.22 a | 51.03 a | 55.63 bc | 24.5 de | 19.73 e |
JD27 | 225N | 36.27 a | 58.67 a | 53.3 c | 23.44 e | 20.39 de |
JD27 | 300N | 41.18 a | 54.09 a | 55.25 bc | 24.43 de | 20.94 cde |
SD19 | 000N | 36.78 a | 48.87 a | 60.93 ab | 39.68 a | 28.74 a |
SD19 | 075N | 41.36 a | 44.04 a | 60.84 ab | 34.45 ab | 24.16 bcd |
SD19 | 150N | 37.43 a | 53.33 a | 56.01 bc | 30 bcd | 24.45 bc |
SD19 | 225N | 40.27 a | 44.41 a | 55.89 bc | 29.15 bcde | 23.39 bcde |
SD19 | 300N | 38.72 a | 49.8 a | 58.81 abc | 28.5 bcde | 22.07 bcde |
F value | Varieties (V) | 0.17 | 1.65 | 1.14 | 24.74 ** | 11.92 ** |
F value | Nitrogen (N) | 0.5 | 0.54 | 4.6 ** | 8.9 ** | 7.26 ** |
F value | V:N | 1.13 | 0.91 | 0.59 | 0.29 | 0.89 |
JD27 | 38.36 a | 52.08 a | 57.17 a | 26.33 b | 21.94 b | |
SD19 | 38.91 a | 48.09 a | 58.49 a | 32.36 a | 24.56 a | |
000N | 38.12 a | 48.17 a | 59.95 ab | 35.74 a | 27.06 a | |
075N | 39.51 a | 46.59 a | 61.78 a | 30.96 b | 23.71 b | |
150N | 37.33 a | 52.18 a | 55.82 bc | 27.25 bc | 22.09 b | |
225N | 38.27 a | 51.54 a | 54.59 c | 26.3 c | 21.89 b | |
300N | 39.95 a | 51.95 a | 57.03 bc | 26.47 c | 21.51 b |
Varieties | Nitrogen Levels | Ratio of Leaf Blades (%) | ||||
---|---|---|---|---|---|---|
V7 | V13 | R1 | R3 | R5 | ||
JD27 | 000N | 60.54 a | 52.53 a | 33.43 abcd | 18.85 a | 15.29 ab |
JD27 | 075N | 62.35 a | 50.87 a | 29.89 bcd | 16.98 a | 13.86 b |
JD27 | 150N | 62.78 a | 48.97 a | 36.4 a | 17.83 a | 17.65 a |
JD27 | 225N | 63.73 a | 41.33 a | 33.99 abc | 18.44 a | 14.27 b |
JD27 | 300N | 58.82 a | 45.91 a | 35.14 ab | 17.42 a | 13.71 b |
SD19 | 000N | 63.22 a | 51.13 a | 29.37 cd | 18.5 a | 13.94 b |
SD19 | 075N | 58.64 a | 55.96 a | 28.06 d | 16.63 a | 13.04 b |
SD19 | 150N | 62.57 a | 46.67 a | 33.78 abc | 18.2 a | 13.64 b |
SD19 | 225N | 59.73 a | 55.59 a | 34.14 abc | 16.84 a | 13.65 b |
SD19 | 300N | 61.28 a | 50.2 a | 31.68 abcd | 18.99 a | 14.66 ab |
F value | Varieties (V) | 0.17 | 1.65 | 4.93 * | 0.01 | 3.8 |
F value | Nitrogen (N) | 0.5 | 0.54 | 4.17 * | 0.93 | 1.51 |
F value | V:N | 1.13 | 0.91 | 0.48 | 0.64 | 1.81 |
JD27 | 61.64 a | 47.92 a | 33.77 a | 17.9 a | 14.95 a | |
SD19 | 61.09 a | 51.91 a | 31.41 b | 17.83 a | 13.78 a | |
000N | 61.88 a | 51.83 a | 31.4 bc | 18.68 a | 14.61 ab | |
075N | 60.49 a | 53.41 a | 28.97 c | 16.8 a | 13.45 b | |
150N | 62.67 a | 47.82 a | 35.09 a | 18.01 a | 15.64 a | |
225N | 61.73 a | 48.46 a | 34.06 ab | 17.64 a | 13.96 ab | |
300N | 60.05 a | 48.05 a | 33.41 ab | 18.2 a | 14.19 ab |
Varieties | Nitrogen Levels | Ratio of Tassel (%) | Ratio of Shark-Husk Leaves-Cob (%) | Grain (%) | |||||
---|---|---|---|---|---|---|---|---|---|
R1 | R3 | R5 | R1 | R3 | R5 | R3 | R5 | ||
JD27 | 000N | 2.78 bc | 1.06 bc | 0.99 abc | 4.83 bc | 13.85 a | 11.14 ab | 34.44 d | 47.2 bc |
JD27 | 075N | 2.45 bc | 0.89 c | 0.63 bc | 4.95 bc | 14.25 a | 10.76 ab | 40.41 abc | 51.49 a |
JD27 | 150N | 1.94 c | 0.66 c | 0.53 bc | 6.03 bc | 13.7 a | 12.21 a | 43.32 ab | 49.89 abc |
JD27 | 225N | 2.6 bc | 0.9 c | 1.15 abc | 10.11 a | 13.08 a | 11.81 ab | 44.14 a | 52.38 a |
JD27 | 300N | 2.4 bc | 0.82 c | 0.75 bc | 7.21 ab | 15.56 a | 11.53 ab | 41.78 abc | 53.08 a |
SD19 | 000N | 6.42 a | 2.37 a | 1.7 a | 3.28 c | 12.6 a | 9.62 b | 26.85 e | 46.00 c |
SD19 | 075N | 5.98 a | 1.9 ab | 1.36 ab | 5.12 bc | 12.89 a | 10.63 ab | 34.13 d | 50.82 ab |
SD19 | 150N | 6.36 a | 2.17 a | 0.78 bc | 3.84 bc | 12.88 a | 10.47 ab | 36.76 cd | 50.67 ab |
SD19 | 225N | 3.54 b | 1.59 ab | 0.92 abc | 6.44 bc | 13.96 a | 10.73 ab | 38.46 bc | 51.31 ab |
SD19 | 300N | 5.64 a | 1.11 bc | 0.5 c | 3.87 bc | 12.61 a | 10.72 ab | 38.79 abc | 52.04 a |
F value | Varieties (V) | 121.53 ** | 24.63 ** | 2.16 | 9.5 ** | 2.44 | 4.83 * | 31.93 ** | 0.54 |
F value | Nitrogen (N) | 3.17 * | 1.61 | 2.66 | 4.38 * | 0.18 | 0.58 | 14.1 ** | 5.75 ** |
F value | V:N | 4.22 * | 1.27 | 1.7 | 1.01 | 0.76 | 0.35 | 0.56 | 0.18 |
JD27 | 2.44 b | 0.87 b | 0.81 a | 6.62 a | 14.09 a | 11.49 a | 40.82 a | 50.81 a | |
SD19 | 5.59 a | 1.83 a | 1.05 a | 4.51 b | 10.99 a | 12.43 b | 35 b | 50.17 a | |
000N | 4.6 a | 1.72 a | 1.35 a | 4.05 b | 13.22 a | 10.38 a | 30.64 c | 46.6 b | |
075N | 4.22 a | 1.4 ab | 1 ab | 5.03 b | 13.57 a | 10.69 a | 37.27 b | 51.15 a | |
150N | 4.15 a | 1.41 ab | 0.65 b | 4.94 b | 13.29 a | 11.34 a | 40.04 ab | 50.28 a | |
225N | 3.07 b | 1.24 ab | 1.03 ab | 8.28 a | 13.52 a | 11.27 a | 41.3 a | 51.85 a | |
300N | 4.02 a | 0.96 b | 0.62 b | 5.54 b | 14.08 a | 11.12 a | 40.29 ab | 52.56 a |
Varieties | Nitrogen Levels | RPA (t ha−1) | PRAP (%) | CRAP (%) | APA (t ha−1) | CAPA (%) |
---|---|---|---|---|---|---|
JD27 | 000N | 1.37 a | 11.31 a | 13.68 a | 8.32 bc | 86.32 a |
JD27 | 075N | 0.25 a | 2.28 a | 2.26 a | 9.60 abc | 97.74 a |
JD27 | 150N | 0.67 a | 8.04 a | 5.42 a | 12.18 a | 94.58 a |
JD27 | 225N | 0.40 a | 4.52 a | 3.09 a | 12.54 a | 96.91 a |
JD27 | 300N | 0.57 a | 7.38 a | 4.14 a | 10.93 ab | 95.86 a |
SD19 | 000N | 2.23 a | 25.58 a | 26.49 a | 6.75 c | 73.51 a |
SD19 | 075N | 1.26 a | 13.63 a | 12.40 a | 9.59 abc | 87.60 a |
SD19 | 150N | 1.97 a | 22.53 a | 16.05 a | 9.95 abc | 83.95 a |
SD19 | 225N | 1.74 a | 19.75 a | 13.61 a | 11.07 ab | 86.39 a |
SD19 | 300N | 1.45 a | 18.38 a | 11.21 a | 11.65 ab | 88.79 a |
F value | Varieties (V) | 3.78 | 3.84 | 3.36 | 1.81 | 3.36 |
F value | Nitrogen (N) | 0.4 | 0.26 | 0.73 | 5.23 ** | 0.73 |
F value | V:N | 0.03 | 0.02 | 0.03 | 0.65 | 0.03 |
JD27 | 0.65 a | 6.71 a | 5.72 a | 10.71 a | 94.28 a | |
SD19 | 1.73 a | 19.98 a | 15.95 a | 9.80 a | 84.05 a | |
000N | 1.80 a | 18.45 a | 20.09 a | 7.54 b | 79.92 a | |
075N | 0.75 a | 7.95 a | 7.33 a | 9.60 ab | 92.67 a | |
150N | 1.32 a | 15.29 a | 10.73 a | 11.06 a | 89.27 a | |
225N | 1.07 a | 12.14 a | 8.35 a | 11.81 a | 91.65 a | |
300N | 1.01 a | 12.88 a | 7.67 a | 11.29 a | 92.33 a |
Year | Varieties | Nitrogen Levels | Ear Length (cm) | Ear Diameter (cm) | Ear Tip Length (cm) | Grains Per Ear | Moisture (%) | 100-Kernel Weight (g) | Yield (t ha−1) |
---|---|---|---|---|---|---|---|---|---|
2015 | JD27 | 000N | 18.30 c | 4.97 a | 0.60 abc | 541.07 b | 26.37 d | 29.65 c | 6.34 de |
JD27 | 075N | 18.43 c | 5.17 a | 0.17 bc | 577.60 ab | 29.53 bc | 33.33 ab | 8.05 bc | |
JD27 | 150N | 19.30 c | 5.30 a | 0.00 c | 600.00 ab | 27.83 bcd | 35.13 a | 10.15 a | |
JD27 | 225N | 18.87 c | 5.20 a | 0.00 c | 598.13 ab | 26.83 cd | 32.38 b | 10.50 a | |
JD27 | 300N | 19.53 c | 4.47 a | 0.00 c | 622.00 a | 26.70 d | 35.61 a | 10.32 a | |
SD19 | 000N | 21.03 b | 4.70 a | 1.27 a | 549.87 b | 32.73 a | 29.13 c | 5.60 e | |
SD19 | 075N | 22.90 a | 4.93 a | 1.03 a | 571.87 ab | 30.20 ab | 32.37 b | 7.43 cd | |
SD19 | 150N | 22.80 a | 5.13 a | 0.70 ab | 616.80 a | 28.53 bcd | 34.13 ab | 9.16 ab | |
SD19 | 225N | 22.70 a | 5.20 a | 0.33 bc | 619.07 a | 27.57 bcd | 35.28 a | 9.43 ab | |
SD19 | 300N | 23.10 a | 5.23 a | 0.67 abc | 622.27 a | 28.47 bcd | 34.81 ab | 9.22 ab | |
F value | Varieties (V) | 153.49 ** | 0.01 | 25.57 ** | 0.46 | 13.57 ** | 0.02 | 10.85 ** | |
F value | Nitrogen (N) | 3.70 * | 0.84 | 4.36 * | 5.28 ** | 3.63 * | 16.19 ** | 31.82 ** | |
F value | V:N | 0.92 | 1.15 | 0.46 | 0.17 | 3.92 * | 2.15 | 0.12 | |
JD27 | 18.89 b | 5.02 a | 0.15 b | 587.76 a | 27.45 b | 33.22 a | 9.07 a | ||
SD19 | 22.51 a | 5.04 a | 0.80 a | 595.97 a | 29.50 a | 33.14 a | 8.17 b | ||
000N | 19.67 b | 4.83 a | 0.93 a | 545.47 c | 29.55 ab | 29.39 c | 5.97 c | ||
075N | 20.67 a | 5.05 a | 0.60 ab | 574.73 bc | 29.87 a | 32.85 b | 7.74 b | ||
150N | 21.05 a | 5.22 a | 0.35 b | 608.40 ab | 28.18 abc | 34.63 a | 9.66 a | ||
225N | 20.78 a | 5.20 a | 0.17 b | 608.60 ab | 27.20 c | 33.83 ab | 9.97 a | ||
300N | 21.32 a | 4.85 a | 0.33 b | 622.13 a | 27.58 bc | 35.21 a | 9.77 a | ||
2016 | JD27 | 000N | 17.08 f | 4.73 cd | 2.07 a | 453.77 c | 26.22 b | 31.90 cd | 5.27 d |
JD27 | 075N | 19.47 cde | 5.13 ab | 0.79 ab | 540.38 ab | 24.83 bc | 30.50 d | 8.01 bc | |
JD27 | 150N | 19.72 bcd | 5.23 a | 0.33 b | 559.48 a | 23.68 cd | 36.88 ab | 9.79 a | |
JD27 | 225N | 18.17 ef | 5.20 a | 1.22 ab | 536.52 ab | 23.37 cd | 36.09 ab | 9.01 ab | |
JD27 | 300N | 19.13 de | 4.93 abc | 2.03 a | 502.74 bc | 23.20 d | 35.08 bc | 8.99 ab | |
SD19 | 000N | 20.43 abc | 4.58 d | 2.40 a | 477.51 c | 27.93 a | 29.40 d | 4.57 d | |
SD19 | 075N | 21.19 a | 4.65 cd | 2.15 a | 538.14 ab | 25.62 b | 30.87 d | 7.02 c | |
SD19 | 150N | 20.95 ab | 4.70 cd | 1.32 ab | 547.97 ab | 23.68 cd | 38.62 a | 7.48 c | |
SD19 | 225N | 21.50 a | 4.80 bcd | 1.57 ab | 579.77 a | 23.88 cd | 38.04 ab | 8.06 bc | |
SD19 | 300N | 21.40 a | 4.92 abc | 1.67 ab | 557.41 ab | 23.57 cd | 37.26 ab | 7.54 c | |
F value | Varieties (V) | 74.81 ** | 24.07 ** | 2.53 | 3.89 | 4.71 * | 1.28 | 28.25 ** | |
F value | Nitrogen (N) | 4.79 ** | 3.50 * | 1.99 | 9.32 ** | 20.15 ** | 22.84 ** | 33.08 ** | |
F value | V:N | 2.38 | 2.39 | 0.8 | 1.35 | 0.86 | 1.76 | 1.39 | |
JD27 | 18.71 b | 5.05 a | 1.29 a | 518.58 a | 24.26 b | 34.09 a | 8.22 a | ||
SD19 | 21.09 a | 4.73 b | 1.82 a | 540.16 a | 24.94 a | 34.84 a | 6.94 b | ||
000N | 18.76 b | 4.66 b | 2.23 a | 465.64 b | 27.07 a | 30.65 b | 4.92 c | ||
075N | 20.33 a | 4.89 a | 1.47 ab | 539.26 a | 25.23 b | 30.68 b | 7.52 b | ||
150N | 20.33 a | 4.97 a | 0.82 b | 553.73 a | 23.68 c | 37.75 a | 8.64 a | ||
225N | 19.83 a | 5.00 a | 1.39 ab | 558.15 a | 23.62 c | 37.06 a | 8.54 a | ||
300N | 20.27 a | 4.92 a | 1.85 ab | 530.07 a | 23.38 c | 36.17 a | 8.27 ab |
Year | Varieties | Binomial Fitting Equation | R2 | Optimum Nitrogen (kg N ha−1) | Optimum Yield (t ha−1) |
---|---|---|---|---|---|
2015 | JD27 | y = 6.1994 + 0.0350x − 7.0440*10−5x2 | 0.78 | 248.44 | 10.55 |
SD19 | y = 5.5304 + 0.0334x − 7.0324*10−5x2 | 0.90 | 237.47 | 9.50 | |
2016 | JD27 | y = 5.3759 + 0.0420x − 1.0250*10−4x2 | 0.78 | 204.88 | 9.68 |
SD19 | y = 4.7057 + 0.0315x − 7.4950*10−4x2 | 0.86 | 212.56 | 8.05 |
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Yu, Y.; Qian, C.; Gu, W.; Li, C. Responses of Root Characteristic Parameters and Plant Dry Matter Accumulation, Distribution and Transportation to Nitrogen Levels for Spring Maize in Northeast China. Agriculture 2021, 11, 308. https://doi.org/10.3390/agriculture11040308
Yu Y, Qian C, Gu W, Li C. Responses of Root Characteristic Parameters and Plant Dry Matter Accumulation, Distribution and Transportation to Nitrogen Levels for Spring Maize in Northeast China. Agriculture. 2021; 11(4):308. https://doi.org/10.3390/agriculture11040308
Chicago/Turabian StyleYu, Yang, Chunrong Qian, Wanrong Gu, and Caifeng Li. 2021. "Responses of Root Characteristic Parameters and Plant Dry Matter Accumulation, Distribution and Transportation to Nitrogen Levels for Spring Maize in Northeast China" Agriculture 11, no. 4: 308. https://doi.org/10.3390/agriculture11040308
APA StyleYu, Y., Qian, C., Gu, W., & Li, C. (2021). Responses of Root Characteristic Parameters and Plant Dry Matter Accumulation, Distribution and Transportation to Nitrogen Levels for Spring Maize in Northeast China. Agriculture, 11(4), 308. https://doi.org/10.3390/agriculture11040308