Trait-Based Optimization of Plant Density in Drip-Fertigated Wheat: Yield Formation and Nitrogen–Radiation–Water Use Efficiency Responses of Varieties Contrasting in Individual Spike Productivity
Abstract
1. Introduction
2. Results
2.1. Yield Performance and Yield-Related Agronomic Traits
2.2. Dry Matter Production and Harvest Index
2.3. Relationship Between Yield and Sink Size and Source Capacity
2.4. Radiation Interception and Utilization
2.5. N Uptake and Efficiencies of N Use
2.6. N Nutrition Index
2.7. Soil Water Consumption and Water Use Efficiency
3. Discussion
3.1. Effects of Variety and Density on Yield and Its Components
3.2. Effects of Variety and Density on Dry Matter Production and Partitioning
3.3. Effects of Variety and Density on N Uptake, Nutrition Index, and Use Efficiencies
3.4. Effects of Variety and Density on Water Consumption and Use Efficiency
4. Materials and Methods
4.1. Site Description
4.2. Experimental Design and Crop Management
4.3. Sampling and Measurements
4.4. Data Analysis
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Season | Variety | Density | MSN | PSP | SN | GPS | GW | GN | YPS | LAI | LA/G |
|---|---|---|---|---|---|---|---|---|---|---|---|
| (m–2) | (%) | (m–2) | (Spike–1) | (mg) | (103 m–2) | (g) | (cm2 Grain–1) | ||||
| 2023–2024 | MS | D2 | 1104 d | 51.5 a | 569 c | 36.0 a | 48.6 a | 20.5 b | 1.75 a | 5.27 c | 2.58 c |
| D3 | 1395 c | 48.8 b | 680 b | 34.5 b | 46.7 b | 23.5 a | 1.61 b | 6.46 b | 2.75 bc | ||
| D4 | 1639 b | 47.2 b | 774 a | 31.2 c | 44.3 c | 24.2 a | 1.38 c | 6.99 a | 2.89 b | ||
| D5 | 1854 a | 43.6 c | 809 a | 26.2 d | 42.8 d | 21.2 b | 1.12 d | 7.15 a | 3.38 a | ||
| Mean | 1498 A | 47.8 A | 708 A | 32.0 B | 45.6 B | 22.3 A | 1.47 B | 6.47 A | 2.90 B | ||
| LS | D2 | 832 d | 41.3 a | 344 c | 46.8 a | 53.6 a | 16.1 c | 2.51 a | 4.85 c | 3.01 a | |
| D3 | 1084 c | 39.0 ab | 422 b | 45.0 b | 51.3 b | 19.0 b | 2.31 b | 5.96 b | 3.13 a | ||
| D4 | 1297 b | 37.1 b | 481 a | 44.2 b | 49.7 c | 21.2 a | 2.19 b | 6.72 a | 3.16 a | ||
| D5 | 1526 a | 33.7 c | 514 a | 42.5 c | 47.2 d | 21.9 a | 2.01 c | 6.97 a | 3.19 a | ||
| Mean | 1185 B | 37.8 B | 440 B | 44.6 A | 50.4 A | 19.5 B | 2.25 A | 6.12 B | 3.13 A | ||
| ANOVA | p value | ||||||||||
| V | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.006 | <0.001 | ||
| D | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
| V × D | 0.182 | 0.351 | <0.001 | <0.001 | <0.001 | <0.001 | 0.009 | 0.071 | <0.001 | ||
| 2024–2025 | MS | D2 | 1135 d | 50.5 a | 574 d | 35.4 a | 44.7 a | 20.3 b | 1.58 a | 5.33 c | 2.62 c |
| D3 | 1416 c | 48.8 b | 691 b | 34.1 a | 43.0 b | 23.6 a | 1.47 a | 6.52 b | 2.77 bc | ||
| D4 | 1674 b | 46.7 c | 782 a | 30.6 b | 41.1 c | 24.0 a | 1.26 b | 7.05 a | 2.94 b | ||
| D5 | 1925 a | 42.6 d | 819 a | 25.4 c | 38.1 d | 20.8 b | 0.97 c | 7.20 a | 3.46 a | ||
| Mean | 1538 A | 47.1 A | 716 A | 31.4 B | 41.7 B | 22.2 A | 1.32 B | 6.52 A | 2.95 B | ||
| LS | D2 | 851 d | 41.0 a | 349 c | 47.1 a | 49.1 a | 16.4 c | 2.31 a | 5.15 c | 3.13 a | |
| D3 | 1105 c | 38.5 b | 426 b | 44.6 b | 49.0 a | 19.0 b | 2.19 a | 6.00 b | 3.16 a | ||
| D4 | 1321 b | 37.1 b | 490 a | 43.4 b | 46.8 b | 21.3 a | 2.03 b | 6.81 a | 3.20 a | ||
| D5 | 1565 a | 33.4 c | 523 a | 41.5 c | 45.3 c | 21.7 a | 1.88 c | 7.01 a | 3.23 a | ||
| Mean | 1221 B | 37.5 B | 447 B | 44.1 A | 47.6 A | 19.6 B | 2.10 A | 6.24 B | 3.18 A | ||
| ANOVA | p value | ||||||||||
| V | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.008 | <0.001 | ||
| D | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
| V × D | 0.167 | 0.299 | <0.001 | <0.001 | <0.001 | <0.001 | 0.012 | 0.066 | <0.001 | ||
| Season | Variety | Density | Intercepted Solar Radiation (MJ m–2) | Radiation Use Efficiency (g MJ–1) | ||||
|---|---|---|---|---|---|---|---|---|
| Pre-AS | Post-AS | Total | Pre-AS | Post-AS | Seasonal | |||
| 2023–2024 | MS | D2 | 963.5 d | 722.3 b | 1685.8 d | 1.16 a | 1.02 a | 1.10 a |
| D3 | 1125.2 c | 791.7 a | 1916.9 c | 1.15 a | 1.02 a | 1.09 a | ||
| D4 | 1186.8 b | 797.9 a | 1984.8 b | 1.09 b | 0.96 b | 1.04 b | ||
| D5 | 1263.0 a | 806.3 a | 2069.3 a | 1.00 c | 0.85 c | 0.94 c | ||
| Mean | 1134.6 A | 779.6 A | 1914.2 A | 1.10 A | 0.96 A | 1.04 A | ||
| LS | D2 | 781.3 c | 677.0 c | 1458.2 d | 1.10 a | 0.96 a | 1.04 a | |
| D3 | 890.8 b | 776.9 b | 1667.7 c | 1.10 a | 0.96 a | 1.04 a | ||
| D4 | 1010.2 ab | 811.4 ab | 1821.6 b | 1.10 a | 0.96 a | 1.04 a | ||
| D5 | 1047.4 a | 830.7 a | 1878.1 a | 1.09 a | 0.92 b | 1.02 a | ||
| Mean | 932.4 B | 774.0 A | 1706.4 B | 1.10 A | 0.95 A | 1.03 A | ||
| ANOVA | p value | |||||||
| V | <0.001 | 0.386 | <0.001 | 0.071 | 0.121 | 0.093 | ||
| D | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
| V × D | 0.098 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
| 2024–2025 | MS | D2 | 971.3 d | 724.2 b | 1695.5 d | 1.10 a | 0.93 a | 1.03 a |
| D3 | 1157.8 c | 793.7 a | 1951.5 c | 1.07 a | 0.92 a | 1.01 a | ||
| D4 | 1223.5 b | 798.5 a | 2022.0 b | 1.01 b | 0.88 b | 0.96 b | ||
| D5 | 1309.8 a | 794.9 a | 2104.6 a | 0.90 c | 0.71 c | 0.83 c | ||
| Mean | 1165.6 A | 777.8 A | 1943.4 A | 1.02 A | 0.86 A | 0.96 A | ||
| LS | D2 | 787.0 d | 677.9 c | 1464.8 d | 1.03 a | 0.88 a | 0.96 a | |
| D3 | 969.4 c | 777.2 b | 1746.6 c | 1.03 a | 0.89 a | 0.97 a | ||
| D4 | 1085.5 b | 812.0 a | 1897.5 b | 1.03 a | 0.88 a | 0.96 a | ||
| D5 | 1136.7 a | 818.8 a | 1955.5 a | 1.02 a | 0.84 b | 0.94 a | ||
| Mean | 994.6 B | 771.5 A | 1766.1 B | 1.03 A | 0.87 A | 0.96 A | ||
| ANOVA | p value | |||||||
| V | <0.001 | <0.223 | <0.001 | 0.215 | 0.097 | <0.001 | ||
| D | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
| V × D | 0.114 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | ||
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Zhou, X.; Qian, M.; Wang, F.; Gao, D.; Zhao, G.; Wang, S.; Wang, D.; Hu, X. Trait-Based Optimization of Plant Density in Drip-Fertigated Wheat: Yield Formation and Nitrogen–Radiation–Water Use Efficiency Responses of Varieties Contrasting in Individual Spike Productivity. Plants 2026, 15, 1167. https://doi.org/10.3390/plants15081167
Zhou X, Qian M, Wang F, Gao D, Zhao G, Wang S, Wang D, Hu X. Trait-Based Optimization of Plant Density in Drip-Fertigated Wheat: Yield Formation and Nitrogen–Radiation–Water Use Efficiency Responses of Varieties Contrasting in Individual Spike Productivity. Plants. 2026; 15(8):1167. https://doi.org/10.3390/plants15081167
Chicago/Turabian StyleZhou, Xiaoyan, Mei Qian, Faming Wang, Dapeng Gao, Guitao Zhao, Shiwei Wang, Depeng Wang, and Xiaojun Hu. 2026. "Trait-Based Optimization of Plant Density in Drip-Fertigated Wheat: Yield Formation and Nitrogen–Radiation–Water Use Efficiency Responses of Varieties Contrasting in Individual Spike Productivity" Plants 15, no. 8: 1167. https://doi.org/10.3390/plants15081167
APA StyleZhou, X., Qian, M., Wang, F., Gao, D., Zhao, G., Wang, S., Wang, D., & Hu, X. (2026). Trait-Based Optimization of Plant Density in Drip-Fertigated Wheat: Yield Formation and Nitrogen–Radiation–Water Use Efficiency Responses of Varieties Contrasting in Individual Spike Productivity. Plants, 15(8), 1167. https://doi.org/10.3390/plants15081167

