A High-Efficiency Cultivation Pattern of Strong-Gluten Wheat in Huang-Huai-Hai Plain of China
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Materials and Site Description
2.2. Experimental Materials and Design
2.3. Measurement Items and Methods
2.3.1. Wheat Dry Matter Accumulation
2.3.2. Wheat Leaf SPAD Value and Photosynthetic Parameters
2.3.3. Wheat Yield and Yield Components
2.3.4. Wheat Grain Protein and Total Nitrogen Content
2.3.5. Wheat Flour Quality and Stretching Parameters
2.3.6. Wheat SDS Sedimentation Value
2.3.7. Wheat Flour Yield, Gluten Content, and Gluten Index
2.3.8. Near-Infrared Spectroscopy for Wheat Quality
- (1)
- Establishment of NIR Quality Detection Model
- (2)
- Sample Detection
2.3.9. Bread Making and Scoring Standards
2.4. Total RNA Extraction and Expression Analysis of High-Molecular-Weight Glutenin Subunit Genes
2.5. Statistical Analysis
3. Results
3.1. Effects of Different Cultivation Practices on Wheat Quality Formation in Plot Experiments from 2019 to 2021
3.1.1. Effects of Tillage Practices and Sowing Date/Rate on Milling Quality Formation of Wheat in Plot Experiments from 2019 to 2021
3.1.2. Effects of Tillage Practices and Sowing Date/Rate on the Formation of Wheat Nutritional Quality in Plot Experiments from 2019 to 2021
3.1.3. Effects of Tillage Practices and Sowing Date/Seeding Rate on the Formation of Wheat Processing and Edible Quality in Plot Experiments from 2019 to 2021
3.1.4. Effect of Water–Fertilizer Coupling on the Formation of Wheat Milling Quality in Plot Experiments from 2019 to 2021
3.1.5. Effects of Water–Fertilizer Coupling on the Formation of Wheat Nutritional Quality in Plot Experiments from 2019 to 2021
3.1.6. Effect of Water–Fertilizer Coupling on the Formation of Wheat Processing and Edible Quality in Plot Experiments from 2019 to 2021
3.2. Impact of Optimized Cultivation Practices on Wheat Grain Yield and Quality in Multi-Regional Trials from 2020 to 2022
3.2.1. Effects of Optimized Crop Management on Quality in Large-Scale Regional Trials (2020–2022)
3.2.2. Effects of Optimized Cultivation Practices on Yield Composition from 2021 to 2022
3.2.3. Effects of Optimized Cultivation Practices on Dry Matter Accumulation and Photosynthetic Characteristics in Regional Trials from 2021 to 2022
3.2.4. Effects of Optimized Cultivation Practices on Baking Quality of Wheat in Regional Trials from 2021 to 2022
3.2.5. Optimized Cultivation Practices Improved Wheat Flour End-Use Quality via Modulation of High-Molecular-Weight Glutenin Subunits Expression in Regional Trials from 2021 to 2022
4. Discussion
4.1. Effects of Tillage and Sowing Date on Wheat Quality
4.2. Effects of Water and Nitrogen on Wheat Quality Formation
4.3. Effects of Water–Fertilizer Coupling on the High-Molecular-Weight Glutenin and Wheat Quality
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| TC | Traditional cultivation practices |
| Opt | Optimized cultivation practice |
| TKW | Thousand-kernel weight |
| Ci | Intercellular CO2 concentration |
| Pn | Net photosynthetic rate |
| Gs | Stomatal conductance |
| Tr | Transpiration rate |
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| Treatment | Cultivation | Sowing Date | Broadcasting Volume (P, J) | Broadcast Volume (W) |
|---|---|---|---|---|
| T1 | Plowing | 15 October | 225 grains per m2 | 270 grains per m2 |
| T2 | Plowing | 23 October | 270 grains per m2 | 315 grains per m2 |
| T3 | Plowing | 30 October | 315 grains per m2 | 360 grains per m2 |
| T4 | Rototilling | 15 October | 225 grains per m2 | 270 grains per m2 |
| T5 | Rototilling | 23 October | 270 grains per m2 | 315 grains per m2 |
| T6 | Rototilling | 30 October | 315 grains per m2 | 360 grains per m2 |
| Application Amount of Base Fertilizer | ||||
|---|---|---|---|---|
| Nitrogenous Fertilizer (kg/ha) | Organic Fertilizer (kg/ha) | Potassium Dihydrogen Phosphate (kg/ha) | Potassium Chloride (kg/ha) | |
| N0 | 0 | 1200 | 150 | 29.14 |
| N150 | 150 | 1200 | 150 | 29.14 |
| N300 | 300 | 1200 | 150 | 29.14 |
| Treatment | Topdressing Amount | Total Amount of Topdressing | Top Dressing Method |
|---|---|---|---|
| Z1 | 225 kg N/ha/time | 225 kg N/ha | Furrow Application (BBCH 25) |
| Z2 | 112.5 kg N/ha/time | 225 kg N/ha | Furrow (BBCH 25) + Furrow (BBCH 31) |
| Z3 | 75 kg N/ha/time | 225 kg N/ha | Furrow (BBCH 25) + Furrow (BBCH 31) + Broadcast (BBCH 51–54) |
| Treatment | Amount of Watering | Total Amount of Watering | Watering Method |
|---|---|---|---|
| WT1 | 1050 m3/ha/time | 1050 m3/ha | Flood Irrigation (BBCH 25) |
| WT2 | 525 m3/ha/time | 1050 m3/ha | Flood Irrigation (BBCH 25 and at BBCH 31) |
| WT3 | 350 m3/ha/time | 1050 m3/ha | Flood Irrigation (BBCH 25, BBCH 31 and BBCH 51–54) |
| Treatment | Amount of Watering | Watering Method |
|---|---|---|
| WA1 | 300 m3/ha/time | Flood Irrigation (BBCH 25 and at BBCH 31) |
| WA2 | 450 m3/ha/time | Flood Irrigation (BBCH 25 and at BBCH 31) |
| WA3 | 600 m3/ha/time | Flood Irrigation (BBCH 25 and at BBCH 31) |
| Treatment | Cultivation Measures | Water and Fertilizer Coupling | ||
|---|---|---|---|---|
| Base Fertilizer Ratio | Top Dressing Period (Time) | Irrigation Treatment | ||
| Opt | Plowing, late sowing, 3.15–3.6 million seedlings/ha | Base fertilizer (nitrogen) 300 kg/ha | Topdressing at wheat regreening (BBCH 25) and jointing stages (BBCH 31) | Irrigation at regreening, jointing, and heading stages, 450 m3/ha each time (J and P); 600 m3/ha each time (W) |
| TC | Rototilling, appropriate sowing, 2.25–2.7 million seedlings/ha | Base fertilizer (nitrogen) 120 kg/ha | Topdressing at regreening (BBCH 25), jointing (BBCH 31), and heading stages (BBCH 51–54), | Each irrigation 300 m3/ha according to conventional farmer schedules |
| Project | Scoring Criteria |
|---|---|
| Bread Volume (45 points) | <360 mL: 0 points |
| >900 mL: 45 points | |
| Increase 1 point per 12 mL between 360 and 900 mL | |
| Bread Appearance (5 points) | Normal color, smooth: 5 points |
| Intermediate crown: 4 points | |
| Small crown: 3 points | |
| Indistinct crown, no neck: 2 points. | |
| Indistinct crown, no neck, collapsed: 1 point | |
| Abnormally colored crust, not smooth, or speckled: 0.5 points | |
| Bread Color (5 points) | White with luster: 5 points |
| White without luster: 4.5 points | |
| Dark gray: 1 point | |
| The coloration decreases from white–yellow–gray–black, with scores decreasing sequentially | |
| Bread Texture (10 points) | Fine and elastic: 10 points; |
| Coarse and inelastic: 2 points | |
| Between 3 and 9 points | |
| Bread Structure (35 points) | Fine pores: 35 points |
| Large, uneven pores: 8 points | |
| Between 9 and 34 points | |
| Total Score (100 points) | Sum of all criteria |
| Growing Season | Treatment | Thousand-Kernel Weight (g) | Bulk Density (kg/hL) | Flour Yield (%) |
|---|---|---|---|---|
| 2019–2020 | P-T1 | 41.88 ± 2.64 b | 77.74 ± 6.02 a | 79.45 ± 4.77 a |
| P-T2 | 43.68 ± 2.14 a | 77.91 ± 4.48 a | 78.14 ± 3.32 ab | |
| P-T3 | 43.25 ± 2.23 b | 77.91 ± 4.64 a | 80.04 ± 4.14 a | |
| P-T4 | 39.59 ± 2.51 bc | 77.67 ± 7.01 a | 71.34 ± 3.18 b | |
| P-T5 | 41.12 ± 3.52 b | 77.76 ± 5.24 a | 76.13 ± 5.16 ab | |
| P-T6 | 39.28 ± 2.74 c | 77.83 ± 7.53 a | 72.54 ± 3.16 b | |
| J-T1 | 52.31 ± 1.82 ab | 77.64 ± 5.52 a | 75.14 ± 4.91 bc | |
| J-T2 | 50.61 ± 1.78 bc | 77.80 ± 5.23 a | 77.56 ± 3.42 a | |
| J-T3 | 53.94 ± 3.18 a | 77.96 ± 5.27 a | 79.17 ± 2.67 a | |
| J-T4 | 50.58 ± 1.10 abc | 77.69 ± 4.27 a | 72.36 ± 1.41 c | |
| J-T5 | 50.52 ± 2.27 c | 77.64 ± 5.56 a | 78.01 ± 2.96 ab | |
| J-T6 | 49.02 ± 2.96 c | 77.89 ± 4.73 a | 74.35 ± 2.19 c | |
| W-T1 | 44.21 ± 3.69 b | 79.43 ± 5.12 a | 69.34 ± 5.02 a | |
| W-T2 | 46.27 ± 3.27 b | 79.48 ± 5.68 a | 73.01 ± 3.79 a | |
| W-T3 | 49.58 ± 2.21 a | 79.76 ± 5.55 a | 73.73 ± 2.79 a | |
| W-T4 | 39.59 ± 2.09 c | 78.93 ± 6.51 a | 68.01 ± 4.44 a | |
| W-T5 | 45.70 ± 2.40 b | 79.81 ± 7.36 a | 71.79 ± 3.11 a | |
| W-T6 | 44.14 ± 1.81 b | 79.60 ± 6.84 a | 64.12 ± 1.54 b | |
| 2020–2021 | P-T1 | 42.55 ± 3.04 bc | 77.58 ± 6.00 ab | 75.05 ± 2.02 b |
| P-T2 | 42.71 ± 2.58 b | 77.87 ± 8.50 ab | 74.82 ± 3.79 ab | |
| P-T3 | 45.03 ± 2.36 a | 78.05 ± 6.16 a | 78.26 ± 2.79 a | |
| P-T4 | 41.25 ± 1.45 c | 77.35 ± 6.26 b | 67.05 ± 2.54 c | |
| P-T5 | 40.16 ± 1.03 d | 77.56 ± 7.40 a | 68.48 ± 3.51 cd | |
| P-T6 | 39.17 ± 1.47 d | 77.64 ± 5.50 a | 66.15 ± 1.37 d | |
| J-T1 | 51.27 ± 1.66 a | 77.67 ± 5.68 a | 68.03 ± 2.88 ab | |
| J-T2 | 50.83 ± 1.98 a | 77.71 ± 6.65 a | 68.85 ± 1.50 ab | |
| J-T3 | 52.85 ± 1.04 a | 77.87 ± 4.92 a | 70.41 ± 4.47 a | |
| J-T4 | 50.14 ± 2.06 a | 77.46 ± 7.42 a | 64.06 ± 3.11 c | |
| J-T5 | 50.05 ± 1.96 a | 77.42 ± 4.18 a | 67.91 ± 2.00 bc | |
| J-T6 | 48.32 ± 2.65 a | 77.53 ± 5.52 a | 68.15 ± 1.72 ab | |
| W-T1 | 42.27 ± 1.80 c | 78.25 ± 5.00 a | 65.91 ± 4.24 b | |
| W-T2 | 45.13 ± 2.31 b | 78.32 ± 4.97 a | 68.07 ± 2.62 ab | |
| W-T3 | 47.37 ± 1.74 a | 78.37 ± 5.27 a | 71.90 ± 2.60 a | |
| W-T4 | 38.35 ± 3.23 d | 76.82 ± 5.50 a | 64.51 ± 2.30 ab | |
| W-T5 | 45.37 ± 2.51 a | 78.28 ± 6.22 a | 67.38 ± 2.58 b | |
| W-T6 | 42.28 ± 3.52 c | 78.27 ± 4.02 a | 65.03 ± 2.60 ab | |
| 2019–2021 | Year | ns | ** | ** |
| Location | ** | * | * | |
| Treatment | ** | ** | ** | |
| Year*Location | ** | ** | ns | |
| Year*Treatment | ** | ** | * | |
| Location*Treatment | ** | ** | * | |
| Year*Location*Treatment | ** | ** | ns |
| Growing Season | Treatment | Protein Content (%) | N Content (%) |
|---|---|---|---|
| 2019–2020 | P-T1 | 14.96 ± 0.36 a | 2.48 ± 0.12 b |
| P-T2 | 14.48 ± 0.37 ab | 2.49 ± 0.15 ab | |
| P-T4 | 14.43 ± 0.28 ab | 2.17 ± 0.07 c | |
| P-T5 | 14.39 ± 0.36 b | 2.26 ± 0.09 c | |
| P-T6 | 14.07 ± 0.35 b | 2.21 ± 0.08 c | |
| J-T1 | 16.22 ± 0.20 a | 2.02 ± 0.14 bc | |
| J-T2 | 16.67 ± 0.26 a | 2.11 ± 0.13 bc | |
| J-T3 | 16.92 ± 0.30 a | 2.26 ± 0.14 a | |
| J-T4 | 16.66 ± 0.23 a | 1.98 ± 0.1 c | |
| J-T5 | 16.25 ± 0.33 a | 2.06 ± 0.12 b | |
| J-T6 | 16.13 ± 0.37 a | 1.97 ± 0.16 c | |
| W-T1 | 14.47 ± 0.21 b | 2.03 ± 0.1 c | |
| W-T2 | 15.37 ± 0.22 a | 2.05 ± 0.17 bc | |
| W-T3 | 15.54 ± 0.32 a | 2.39 ± 0.12 a | |
| W-T4 | 15.44 ± 0.24 a | 2.06 ± 0.11 c | |
| W-T5 | 15.54 ± 0.28 a | 2.37 ± 0.12 ab | |
| W-T6 | 15.27 ± 0.32 a | 2.27 ± 0.07 bc | |
| 2020–2021 | P-T1 | 13.56 ± 0.23 ab | 2.13 ± 0.12 b |
| P-T2 | 14.24 ± 0.28 a | 1.95 ± 0.07 bc | |
| P-T3 | 14.34 ± 0.36 a | 2.34 ± 0.14 a | |
| P-T4 | 13.76 ± 0.35 ab | 1.85 ± 0.14 c | |
| P-T5 | 13.74 ± 0.20 ab | 1.9 ± 0.12 c | |
| P-T6 | 13.32 ± 0.26 b | 1.88 ± 0.16 c | |
| J-T1 | 15.63 ± 0.30 a | 2.13 ± 0.09 ab | |
| J-T2 | 13.22 ± 0.23 c | 2.18 ± 0.12 b | |
| J-T3 | 15.81 ± 0.43 a | 2.21 ± 0.12 a | |
| J-T4 | 15.32 ± 0.35 b | 2.03 ± 0.07 c | |
| J-T5 | 14.85 ± 0.34 b | 2.12 ± 0.15 bc | |
| J-T6 | 14.64 ± 0.64 b | 2.04 ± 0.16 c | |
| W-T1 | 14.14 ± 0.27 a | 2.05 ± 0.15 b | |
| W-T2 | 14.83 ± 0.50 a | 2.02 ± 0.14 b | |
| W-T3 | 15.19 ± 0.52 a | 2.24 ± 0.13 a | |
| W-T4 | 14.74 ± 0.36 a | 2.17 ± 0.14 a | |
| W-T5 | 15.01 ± 0.50 a | 2.2 ± 0.11 a | |
| W-T6 | 14.65 ± 0.32 a | 2.25 ± 0.15 a | |
| 2019–2021 | Year | ** | ns |
| Location | * | ns | |
| Treatment | ** | ** | |
| Year*Location | ns | ns | |
| Year*Treatment | ns | ns | |
| Location*Treatment | ** | ** | |
| Year*Location*Treatment | ns | ns |
| Growing Season | Treatment | Extensibility (%) | Stabilization Time (min) | Gluten Index (%) | SDS -Sedimentation (mL) |
|---|---|---|---|---|---|
| 2019–2020 | P-T1 | 155.57 ± 6.11 a | 17.95 ± 0.36 c | 96.01 a | 47.12 ± 1.40 a |
| P-T2 | 152.71 ± 8.07 a | 17.78 ± 0.11 bc | 96.02 a | 47.73 ± 1.44 a | |
| P-T3 | 157.08 ± 5.33 a | 17.96 ± 0.27 a | 94.02 a | 49.58 ± 0.75 a | |
| P-T4 | 146.33 ± 3.08 a | 17.71 ± 0.15 c | 90.02 a | 47.49 ± 0.75 a | |
| P-T5 | 147.61 ± 6.22 a | 17.69 ± 0.16 ab | 93.01 a | 47.03 ± 1.22 a | |
| P-T6 | 147.32 ± 6.56 a | 17.64 ± 0.28 c | 92.02 a | 46.68 ± 1.01 a | |
| J-T1 | 173.58 ± 5.25 a | 17.65 ± 0.17 a | 84.04 ab | 54.29 ± 1.18 a | |
| J-T2 | 173.78 ± 7.58 a | 17.81 ± 0.17 a | 82.01 b | 54.81 ± 1.03 a | |
| J-T3 | 175.78 ± 8.55 a | 18.2 ± 0.11 a | 89.02 a | 55.93 ± 0.9 a | |
| J-T4 | 175.83 ± 7.26 a | 17.89 ± 0.20 a | 88.01 b | 53.69 ± 0.86 a | |
| J-T5 | 175.07 ± 4.48 a | 18.18 ± 0.48 a | 86.03 ab | 53.29 ± 1.10 a | |
| J-T6 | 169.83 ± 5.06 a | 18.01 ± 0.32 a | 84.02 b | 52.97 ± 2.25 a | |
| W-T1 | 172.18 ± 6.47 c | 18.39 ± 0.23 a | 93.02 ab | 54.6 ± 1.35 d | |
| W-T2 | 186.13 ± 6.6 a | 18.39 ± 0.47 a | 95.01 b | 56.87 ± 0.57 c | |
| W-T3 | 186.53 ± 5.69 ab | 19.07 ± 0.26 a | 95.02 ab | 58.08 ± 1.03 ab | |
| W-T4 | 174.6 ± 8.41 bc | 18.59 ± 0.35 a | 93.01 b | 54.27 ± 0.79 e | |
| W-T5 | 188.37 ± 8.44 a | 18.75 ± 0.25 a | 92.02 ab | 58.32 ± 1.21 a | |
| W-T6 | 183.57 ± 7.17 abc | 18.85 ± 0.38 a | 96.02 a | 57.78 ± 1.14 b | |
| 2020–2021 | P-T1 | 154.65 ± 5.08 a | 17.45 ± 0.27 a | 92.02 b | 46.46 ± 1.44 a |
| P-T2 | 153.24 ± 6.22 a | 16.98 ± 0.38 a | 94.02 b | 48.05 ± 1.26 a | |
| P-T3 | 156.72 ± 4.56 a | 17.91 ± 0.17 a | 94.01 a | 48.75 ± 0.75 a | |
| P-T4 | 151.54 ± 5.25 a | 17.41 ± 0.20 a | 90.02 b | 47.14 ± 1.04 a | |
| P-T5 | 152.19 ± 7.58 a | 17.37 ± 0.32 a | 89.02 b | 45.86 ± 1.38 a | |
| P-T6 | 152.37 ± 8.55 a | 17.39 ± 0.33 a | 91.03 b | 45.16 ± 1.23 a | |
| J-T1 | 171.35 ± 7.26 a | 16.97 ± 0.22 b | 78.02 e | 53.85 ± 0.80 ab | |
| J-T2 | 172.42 ± 6.45 a | 17.55 ± 0.33 a | 81.04 d | 54.2 ± 1.25 ab | |
| J-T3 | 173.47 ± 4.45 a | 17.96 ± 0.19 ab | 88.02 a | 54.69 ± 1.35 a | |
| J-T4 | 172.45 ± 7.48 a | 17.48 ± 0.26 ab | 88.01 a | 52.46 ± 1.03 a | |
| J-T5 | 172.5 ± 6.02 a | 17.82 ± 0.35 ab | 85.06 b | 51.94 ± 0.75 bc | |
| J-T6 | 171.28 ± 7.95 a | 17.72 ± 0.33 ab | 83.02 c | 50.56 ± 1.12 c | |
| W-T1 | 169.76 ± 8.01 c | 17.85 ± 0.35 a | 92.01 a | 52.15 ± 1.05 e | |
| W-T2 | 177.74 ± 5.25 b | 17.72 ± 0.25 a | 94.02 a | 55.26 ± 1.09 b | |
| W-T3 | 186.25 ± 6.13 a | 18.25 ± 0.35 a | 95.05 a | 57.05 ± 1.78 a | |
| W-T4 | 168.63 ± 7.32 c | 17.62 ± 0.23 a | 93.04 a | 52.61 ± 1.01 d | |
| W-T5 | 182.24 ± 8.6 b | 17.71 ± 0.20 a | 91.01 a | 54.85 ± 0.64 b | |
| W-T6 | 178.37 ± 8.94 b | 17.92 ± 0.29 a | 95.03 a | 54.28 ± 0.83 c | |
| 2019–2021 | Year | ** | ** | ns | ** |
| Location | ** | ** | ** | ** | |
| Treatment | ** | ** | ** | ** | |
| Year*Location | * | * | ns | ns | |
| Year*Treatment | ns | ns | ns | ns | |
| Location*Treatment | ** | ** | ** | ** | |
| Year*Location*Treatment | ns | ns | ns | ns |
| Growing Season | Treatment | Thousand-Kernel Weight (g) | Bulk Density (kg/hL) | Flour Yield (%) |
|---|---|---|---|---|
| 2019–2020 | P-N0 | 41.59 ± 2.03 a | 77.61 ± 7.53 a | 70.20 ± 2.77 c |
| P-N150 | 40.42 ± 3.04 a | 77.78 ± 5.86 a | 76.34 ± 3.33 b | |
| P-N300 | 41.61 ± 3.58 a | 77.73 ± 4.18 a | 82.01 ± 4.41 a | |
| J-N0 | 50.04 ± 1.47 b | 77.66 ± 8.50 a | 75.74 ± 4.34 b | |
| J-N150 | 51.52 ± 2.66 a | 77.73 ± 6.16 a | 76.01 ± 3.29 ab | |
| J-N300 | 51.59 ± 2.98 a | 77.81 ± 4.73 a | 78.31 ± 2.79 a | |
| W-N0 | 40.92 ± 1.53 b | 79.09 ± 5.65 a | 71.06 ± 4.74 a | |
| W-N150 | 41.71 ± 3.05 a | 79.06 ± 6.42 a | 72.73 ± 3.07 a | |
| W-N300 | 42.08 ± 1.93 a | 79.25 ± 6.04 a | 72.31 ± 2.62 a | |
| P-Z1 | 38.06 ± 2.36 b | 77.72 ± 4.82 a | 77.03 ± 4.14 a | |
| P-Z2 | 39.04 ± 1.95 ab | 77.79 ± 5.00 a | 77.75 ± 2.67 a | |
| P-Z3 | 39.70 ± 3.03 a | 77.80 ± 6.01 a | 73.71 ± 2.41 a | |
| J-Z1 | 49.47 ± 2.34 a | 77.80 ± 5.55 a | 76.74 ± 2.37 a | |
| J-Z2 | 49.96 ± 3.06 a | 77.97 ± 3.5 a | 75.34 ± 2.88 a | |
| J-Z3 | 50.00 ± 3.36 b | 77.73 ± 5.68 a | 74.05 ± 2.50 b | |
| W-Z1 | 42.45 ± 3.20 a | 79.17 ± 6.13 a | 63.64 ± 2.30 a | |
| W-Z2 | 42.19 ± 1.76 a | 79.44 ± 4.63 a | 65.13 ± 4.17 a | |
| W-Z3 | 39.74 ± 2.18 b | 79.39 ± 4.24 a | 66.54 ± 2.17 a | |
| P-WT1 | 39.41 ± 1.77 c | 77.85 ± 5.56 a | 77.95 ± 2.62 b | |
| P-WT2 | 39.65 ± 3.50 b | 77.79 ± 4.73 a | 79.01 ± 2.28 a | |
| P-WT3 | 40.52 ± 2.67 a | 78.04 ± 6.22 a | 76.00 ± 4.14 b | |
| J-WT1 | 50.84 ± 2.77 ab | 77.69 ± 3.42 a | 75.32 ± 2.67 a | |
| J-WT2 | 49.24 ± 1.18 b | 77.77 ± 5.88 a | 77.47 ± 2.65 a | |
| J-WT3 | 52.16 ± 2.64 a | 77.80 ± 4.97 a | 76.63 ± 4.34 a | |
| W-WT1 | 41.35 ± 1.80 a | 79.37 ± 4.24 a | 68.94 ± 3.79 b | |
| W-WT2 | 42.22 ± 2.31 a | 79.38 ± 7.53 a | 73.71 ± 3.51 a | |
| W-WT3 | 41.46 ± 1.74 a | 78.72 ± 5.52 a | 74.85 ± 5.37 a | |
| P-WA1 | 45.94 ± 2.27 a | 78.07 ± 7.40 a | 77.01 ± 3.18 a | |
| P-WA2 | 45.62 ± 3.39 a | 78.11 ± 5.55 a | 78.74 ± 2.46 a | |
| P-WA3 | 42.07 ± 1.89 b | 78.03 ± 5.15 a | 71.74 ± 5.42 a | |
| J-WA1 | 50.76 ± 2.30 a | 78.06 ± 4.61 a | 72.91 ± 2.46 b | |
| J-WA2 | 52.80 ± 2.73 a | 77.74 ± 5.48 a | 75.05 ± 3.29 a | |
| J-WA3 | 52.35 ± 2.65 a | 77.65 ± 4.64 a | 75.81 ± 2.02 a | |
| W-WA1 | 42.29 ± 2.23 a | 79.31 ± 5.27 a | 72.17 ± 2.88 a | |
| W-WA2 | 41.64 ± 2.14 a | 79.62 ± 4.82 a | 69.26 ± 3.50 b | |
| W-WA3 | 44.50 ± 1.76 a | 79.77 ± 4.27 a | 70.05 ± 3.11 b | |
| 2020–2021 | P-N0 | 40.86 ± 2.66 a | 77.54 ± 6.26 a | 65.51 ± 2.18 c |
| P-N150 | 39.75 ± 3.19 a | 77.61 ± 7.04 a | 73.34 ± 3.33 b | |
| P-N300 | 41.16 ± 3.27 a | 77.74 ± 5.68 a | 77.85 ± 2.62 a | |
| J-N0 | 49.51 ± 2.36 a | 77.53 ± 5.52 a | 69.34 ± 3.62 a | |
| J-N150 | 50.15 ± 1.45 a | 77.62 ± 6.34 a | 68.06 ± 3.16 ab | |
| J-N300 | 51.25 ± 2.73 a | 77.84 ± 7.00 a | 71.01 ± 4.91 b | |
| W-N0 | 40.15 ± 2.04 a | 78.75 ± 9.40 a | 66.611 ± 2.41 c | |
| W-N150 | 40.85 ± 2.06 a | 78.85 ± 6.22 a | 69.86 ± 4.34 b | |
| W-N300 | 41.36 ± 1.90 a | 79.08 ± 7.02 a | 71.12 ± 2.96 a | |
| P-Z1 | 37.74 ± 2.21 a | 77.62 ± 6.10 a | 73.02 ± 3.54 a | |
| P-Z2 | 39.74 ± 2.09 a | 77.74 ± 5.18 a | 75.43 ± 2.75 a | |
| P-Z3 | 38.63 ± 2.40 a | 77.53 ± 4.64 a | 72.93 ± 3.74 a | |
| J-Z1 | 48.15 ± 1.47 a | 77.55 ± 4.90 a | 70.75 ± 4.14 a | |
| J-Z2 | 48.63 ± 2.66 a | 77.85 ± 4.36 a | 69.05 ± 4.42 ab | |
| J-Z3 | 49.59 ± 2.18 a | 77.54 ± 7.99 a | 68.71 ± 2.67 b | |
| W-Z1 | 41.38 ± 2.67 a | 78.94 ± 6.51 ab | 65.16 ± 2.19 a | |
| W-Z2 | 41.67 ± 2.27 a | 79.35 ± 4.24 a | 63.16 ± 3.51 a | |
| W-Z3 | 38.61 ± 3.39 b | 79.14 ± 5.56 a | 61.48 ± 3.11 a | |
| P-WT1 | 38.15 ± 2.77 a | 77.72 ± 4.73 a | 73.36 ± 4.17 a | |
| P-WT2 | 39.37 ± 3.50 a | 77.74 ± 4.12 a | 74.72 ± 2.79 a | |
| P-WT3 | 38.26 ± 2.67 a | 77.94 ± 6.26 a | 78.91 ± 3.38 a | |
| J-WT1 | 49.75 ± 2.77 b | 77.55 ± 6.02 a | 69.18 ± 2.79 b | |
| J-WT2 | 48.63 ± 1.18 b | 77.53 ± 4.53 a | 71.73 ± 2.54 ab | |
| J-WT3 | 51.36 ± 3.18 a | 77.63 ± 4.24 a | 73.10 ± 2.46 a | |
| W-WT1 | 40.15 ± 3.69 b | 79.07 ± 5.98 a | 69.53 ± 2.67 a | |
| W-WT2 | 41.36 ± 3.27 a | 79.14 ± 6.22 a | 71.73 ± 4.28 a | |
| W-WT3 | 40.83 ± 2.21 ab | 78.27 ± 5.50 a | 72.03 ± 3.28 a | |
| P-WA1 | 44.27 ± 2.27 b | 77.83 ± 6.42 a | 71.13 ± 2.51 a | |
| P-WA2 | 45.04 ± 3.39 a | 78.02 ± 7.36 a | 77.05 ± 3.02 a | |
| P-WA3 | 41.26 ± 1.89 c | 77.95 ± 6.51 a | 72.34 ± 3.79 a | |
| J-WA1 | 50.26 ± 2.10 a | 77.52 ± 7.53 a | 68.62 ± 2.94 a | |
| J-WA2 | 51.3 ± 3.27 a | 77.73 ± 5.52 a | 72.01 ± 4.14 a | |
| J-WA3 | 50.83 ± 2.99 a | 77.53 ± 5.86 a | 70.63 ± 3.42 a | |
| W-WA1 | 41.37 ± 2.20 a | 79.05 ± 4.61 a | 69.10 ± 2.77 a | |
| W-WA2 | 40.13 ± 1.16 a | 79.35 ± 7.01 a | 67.73 ± 3.62 a | |
| W-WA3 | 43.87 ± 1.68 a | 79.57 ± 4.27 a | 69.61 ± 4.17 a | |
| 2019–2021 | Year | ns | ** | ** |
| Location | ** | * | * | |
| Treatment | ** | ** | ** | |
| Year*Location | ** | ** | ns | |
| Year*Treatment | ** | ** | * | |
| Location*Treatment | ** | ** | * | |
| Year*Location*Treatment | ** | ** | ns |
| Growing Season | Treatment | Protein Content (%) | N Content (%) |
|---|---|---|---|
| 2019–2020 | P-N0 | 14.09 ± 0.23 c | 2.02 ± 0.16 c |
| P-N150 | 15.09 ± 0.69 b | 2.11 ± 0.14 b | |
| P-N300 | 15.97 ± 0.38 a | 2.46 ± 0.11 a | |
| J-N0 | 16.09 ± 0.28 b | 2.46 ± 0.16 a | |
| J-N150 | 16.40 ± 0.10 b | 2.57 ± 0.14 a | |
| J-N300 | 16.93 ± 0.26 a | 2.76 ± 0.12 a | |
| W-N0 | 14.09 ± 0.53 c | 1.85 ± 0.07 b | |
| W-N150 | 14.31 ± 0.45 b | 1.89 ± 0.12 b | |
| W-N300 | 14.58 ± 0.21 a | 2.31 ± 0.15 a | |
| P-Z1 | 14.26 ± 0.25 b | 2.11 ± 0.14 a | |
| P-Z2 | 14.68 ± 0.36 a | 2.23 ± 0.13 a | |
| P-Z3 | 14.55 ± 0.27 a | 2.18 ± 0.12 a | |
| J-Z1 | 14.46 ± 0.42 b | 2.11 ± 0.12 b | |
| J-Z2 | 15.13 ± 0.28 a | 2.18 ± 0.08 a | |
| J-Z3 | 14.98 ± 0.53 a | 2.14 ± 0.12 b | |
| W-Z1 | 14.35 ± 0.32 c | 1.86 ± 0.15 b | |
| W-Z2 | 15.46 ± 0.40 a | 2.07 ± 0.13 a | |
| W-Z3 | 14.72 ± 0.19 b | 1.97 ± 0.12 a | |
| P-WT1 | 14.01 ± 0.42 c | 2.00 ± 0.10 ab | |
| P-WT2 | 14.17 ± 0.51 b | 1.98 ± 0.12 b | |
| P-WT3 | 14.81 ± 0.30 a | 2.06 ± 0.16 a | |
| J-WT1 | 16.42 ± 0.54 a | 2.46 ± 0.11 a | |
| J-WT2 | 15.65 ± 0.64 a | 2.57 ± 0.12 a | |
| J-WT3 | 16.7 ± 0.67 a | 2.76 ± 0.07 a | |
| W-WT1 | 14.17 ± 0.7 a | 2.01 ± 0.11 a | |
| W-WT2 | 14.56 ± 0.37 a | 1.99 ± 0.07 a | |
| W-WT3 | 14.28 ± 0.42 a | 1.95 ± 0.14 a | |
| P-WA1 | 14.7 ± 0.36 a | 2.14 ± 0.14 a | |
| P-WA2 | 15.38 ± 0.43 a | 2.15 ± 0.09 a | |
| P-WA3 | 15.15 ± 0.3 a | 2.13 ± 0.12 a | |
| J-WA1 | 15.11 ± 0.5 b | 2.21 ± 0.15 a | |
| J-WA2 | 16.3 ± 0.82 a | 2.18 ± 0.13 a | |
| J-WA3 | 16.13 ± 0.36 a | 2.14 ± 0.06 a | |
| W-WA1 | 13.77 ± 0.21 b | 2.07 ± 0.07 a | |
| W-WA2 | 13.75 ± 0.12 b | 1.83 ± 0.12 b | |
| W-WA3 | 15.01 ± 0.47 a | 2.13 ± 0.11 a | |
| 2020–2021 | P-N0 | 13.84 ± 0.27 b | 1.94 ± 0.12 c |
| P-N150 | 14.32 ± 0.38 b | 2.07 ± 0.15 b | |
| P-N300 | 14.89 ± 0.70 a | 2.43 ± 0.08 a | |
| J-N0 | 15.32 ± 0.53 c | 2.36 ± 0.10 b | |
| J-N150 | 15.67 ± 0.53 b | 2.14 ± 0.14 b | |
| J-N300 | 16.05 ± 0.25 a | 2.81 ± 0.11 a | |
| W-N0 | 12.57 ± 0.23 a | 1.93 ± 0.09 c | |
| W-N150 | 13.57 ± 0.70 a | 2.04 ± 0.12 b | |
| W-N300 | 13.85 ± 0.57 a | 2.47 ± 0.12 a | |
| P-Z1 | 13.47 ± 0.26 ab | 2.04 ± 0.06 c | |
| P-Z2 | 13.96 ± 0.42 a | 2.19 ± 0.10 a | |
| P-Z3 | 13.52 ± 0.38 ab | 2.08 ± 0.12 b | |
| J-Z1 | 13.36 ± 0.20 a | 2.15 ± 0.12 a | |
| J-Z2 | 14.53 ± 0.26 a | 2.21 ± 0.12 a | |
| J-Z3 | 13.78 ± 0.30 a | 2.01 ± 0.16 a | |
| W-Z1 | 13.46 ± 0.72 b | 1.83 ± 0.15 b | |
| W-Z2 | 14.54 ± 0.31 a | 2.14 ± 0.08 a | |
| W-Z3 | 13.73 ± 0.12 ab | 1.91 ± 0.16 ab | |
| P-WT1 | 13.87 ± 0.37 a | 2.13 ± 0.14 a | |
| P-WT2 | 13.98 ± 0.72 a | 2.05 ± 0.16 a | |
| P-WT3 | 14.31 ± 0.31 a | 2.22 ± 0.10 a | |
| J-WT1 | 14.75 ± 0.36 a | 2.03 ± 0.12 c | |
| J-WT2 | 14.13 ± 0.27 a | 2.42 ± 0.15 b | |
| J-WT3 | 15.47 ± 0.48 a | 2.89 ± 0.13 a | |
| W-WT1 | 13.62 ± 0.28 b | 2.08 ± 0.07 c | |
| W-WT2 | 15.53 ± 0.36 a | 2.31 ± 0.09 a | |
| W-WT3 | 13.82 ± 0.35 ab | 2.15 ± 0.14 b | |
| P-WA1 | 13.76 ± 0.12 b | 2.08 ± 0.12 a | |
| P-WA2 | 14.85 ± 0.57 a | 2.23 ± 0.11 a | |
| P-WA3 | 14.63 ± 0.25 a | 2.05 ± 0.07 a | |
| J-WA1 | 14.61 ± 0.10 b | 2.32 ± 0.12 b | |
| J-WA2 | 15.85 ± 0.37 a | 2.46 ± 0.13 a | |
| J-WA3 | 15.47 ± 0.23 a | 2.07 ± 0.05 c | |
| W-WA1 | 13.05 ± 0.20 b | 1.95 ± 0.12 b | |
| W-WA2 | 13.04 ± 0.26 b | 2.04 ± 0.12 b | |
| W-WA3 | 14.37 ± 0.30 a | 2.24 ± 0.12 a | |
| 2019–2021 | Year | ** | ns |
| Location | * | ns | |
| Treatment | ** | ** | |
| Year*Location | ns | ns | |
| Year*Treatment | ns | ns | |
| Location*Treatment | ** | ** | |
| Year*Location*Treatment | ns | ns |
| Growing Season | Treatment | Ductility (%) | Stabilization Time (min) | Gluten Index (%) | SDS Sedimentation (mL) |
|---|---|---|---|---|---|
| 2019–2020 | P-N0 | 144.27 ± 7.13 b | 17.49 ± 0.20 a | 90.03 b | 49.57 ± 0.76 a |
| P-N150 | 157.09 ± 7.32 a | 17.70 ± 0.18 a | 92.04 ab | 48.71 ± 1.93 a | |
| P-N300 | 158.37 ± 8.60 a | 17.74 ± 0.24 a | 98.01 a | 49.18 ± 1.65 a | |
| J-N0 | 165.98 ± 7.77 a | 17.73 ± 0.21 a | 88.06 a | 54.04 ± 1.81 a | |
| J-N150 | 166.06 ± 8.83 a | 17.86 ± 0.18 a | 88.03 a | 54.08 ± 2.01 a | |
| J-N300 | 168.36 ± 3.32 a | 17.89 ± 0.28 a | 92.06 a | 55.61 ± 0.70 a | |
| W-N0 | 162.84 ± 8.69 a | 17.83 ± 0.25 a | 92.07 a | 51.80 ± 1.73 a | |
| W-N150 | 164.07 ± 5.92 a | 17.76 ± 0.35 a | 94.02 a | 51.45 ± 2.04 a | |
| W-N300 | 165.48 ± 6.28 a | 17.86 ± 0.23 a | 95.04 a | 52.48 ± 0.87 | |
| P-Z1 | 146.14 ± 8.90 a | 17.70 ± 0.26 a | 95.03 a | 47.77 ± 2.21 b | |
| P-Z2 | 149.83 ± 8.34 a | 17.77 ± 0.19 a | 96.05 a | 50.94 ± 1.34 a | |
| P-Z3 | 144.18 ± 6.87 a | 17.72 ± 0.25 a | 95.01 a | 47.61 ± 1.27 b | |
| J-Z1 | 151.13 ± 5.91 a | 17.29 ± 0.28 a | 91.05 a | 48.02 ± 1.57 a | |
| J-Z2 | 152.78 ± 7.27 a | 17.85 ± 0.33 a | 93.03 a | 52.26 ± 1.44 a | |
| J-Z3 | 149.40 ± 5.90 a | 17.66 ± 0.35 a | 91.05 a | 48.9 ± 1.22 a | |
| W-Z1 | 165.01 ± 4.72 b | 17.92 ± 0.20 a | 90.06 b | 51.88 ± 0.82 a | |
| W-Z2 | 176.03 ± 7.39 a | 18.24 ± 0.29 a | 96.03 a | 56.35 ± 0.29 a | |
| W-Z3 | 169.02 ± 3.09 b | 17.88 ± 0.22 a | 89.05 b | 54.09 ± 1.22 a | |
| P-WT1 | 149.09 ± 8.05 a | 17.59 ± 0.37 a | 93.04 a | 48.02 ± 0.86 b | |
| P-WT2 | 154.15 ± 7.87 a | 17.73 ± 0.36 a | 95.04 a | 48.02 ± 0.95 ab | |
| P-WT3 | 159.82 ± 5.35 a | 17.83 ± 0.22 a | 97.02 a | 50.40 ± 1.12 a | |
| J-WT1 | 170.90 ± 5.31 a | 17.13 ± 0.35 a | 87.06 c | 52.42 ± 1.09 a | |
| J-WT2 | 159.99 ± 4.44 b | 17.31 ± 0.52 a | 90.02 b | 52.08 ± 0.75 a | |
| J-WT3 | 172.01 ± 7.97 a | 17.40 ± 0.17 a | 97.01 a | 52.79 ± 1.55 a | |
| W-WT1 | 171.01 ± 9.48 a | 18.01 ± 0.31 a | 93.05 a | 51.71 ± 0.64 a | |
| W-WT2 | 175.83 ± 5.02 a | 18.04 ± 0.45 a | 97.05 a | 52.86 ± 1.34 a | |
| W-WT3 | 175.38 ± 7.95 a | 17.99 ± 0.22 a | 93.03 a | 51.08 ± 0.83 a | |
| P-WA1 | 164.84 ± 8.33 a | 17.76 ± 0.33 a | 93.04 b | 49.08 ± 1.05 a | |
| P-WA2 | 166.68 ± 6.64 a | 17.90 ± 0.19 a | 95.02 a | 50.45 ± 1.20 a | |
| P-WA3 | 166.48 ± 6.25 a | 17.83 ± 0.26 a | 92.01 b | 50.33 ± 1.70 a | |
| J-WA1 | 155.67 ± 4.75 b | 17.44 ± 0.22 a | 88.02 a | 49.35 ± 1.08 b | |
| J-WA2 | 172.11 ± 6.45 a | 17.95 ± 0.43 a | 89.01 a | 55.27 ± 1.01 a | |
| J-WA3 | 169.22 ± 4.45 ab | 17.83 ± 0.30 a | 87.04 a | 54.97 ± 1.18 a | |
| W-WA1 | 162.60 ± 8.01 a | 17.72 ± 0.29 a | 91.03 b | 49.53 ± 1.88 a | |
| W-WA2 | 162.74 ± 8.25 a | 17.82 ± 0.21 a | 92.05 b | 50.41 ± 0.85 a | |
| W-WA3 | 165.43 ± 7.07 a | 18.47 ± 0.25 a | 94.07 a | 51.82 ± 0.96 a | |
| 2020–2021 | P-N0 | 138.93 ± 5.83 b | 17.23 ± 0.15 a | 89.05 b | 47.52 ± 1.14 a |
| P-N150 | 144.73 ± 3.32 ab | 17.63 ± 0.21 a | 91.01 b | 47.16 ± 1.12 a | |
| P-N300 | 151.62 ± 5.91 a | 17.68 ± 0.18 a | 93.06 a | 48.95 ± 1.70 a | |
| J-N0 | 154.28 ± 5.92 b | 17.51 ± 0.25 a | 91.01 a | 53.15 ± 1.24 a | |
| J-N150 | 156.37 ± 5.06 a | 17.62 ± 0.25 a | 92.05 a | 55.33 ± 0.70 a | |
| J-N300 | 160.38 ± 7.47 ab | 17.69 ± 0.31 a | 94.04 a | 55.48 ± 1.57 a | |
| W-N0 | 154.25 ± 8.44 b | 17.61 ± 0.21 a | 90.02 c | 50.52 ± 1.29 b | |
| W-N150 | 157.04 ± 5.17 ab | 17.52 ± 0.25 a | 92.01 b | 50.25 ± 0.79 b | |
| W-N300 | 159.82 ± 5.31 a | 17.66 ± 0.31 a | 95.06 a | 53.04 ± 0.70 a | |
| P-Z1 | 141.46 ± 7.27 a | 17.41 ± 0.28 a | 94.03 a | 46.52 ± 1.55 b | |
| P-Z2 | 145.57 ± 3.90 a | 17.71 ± 0.38 a | 95.06 a | 51.26 ± 1.18 a | |
| P-Z3 | 144.56 ± 7.69 a | 17.42 ± 0.33 a | 93.05 a | 47.20 ± 1.35 b | |
| J-Z1 | 144.47 ± 6.60 a | 16.82 ± 0.45 a | 88.04 a | 48.03 ± 1.73 a | |
| J-Z2 | 146.13 ± 5.69 a | 17.34 ± 0.22 a | 90.02 a | 51.25 ± 2.04 a | |
| J-Z3 | 137.34 ± 8.41 a | 17.27 ± 0.19 a | 89.04 a | 50.15 ± 1.87 a | |
| W-Z1 | 158.33 ± 7.44 a | 17.78 ± 0.27 a | 89.02 a | 50.15 ± 0.75 b | |
| W-Z2 | 164.21 ± 7.97 a | 18.03 ± 0.25 a | 94.01 a | 55.26 ± 1.03 a | |
| W-Z3 | 150.14 ± 4.75 b | 17.62 ± 0.19 a | 87.03 a | 53.15 ± 1.22 a | |
| P-WT1 | 148.14 ± 6.44 b | 17.14 ± 0.26 b | 91.02 a | 47.46 ± 1.88 b | |
| P-WT2 | 153.51 ± 7.97 a | 17.26 ± 0.25 b | 95.03 a | 46.37 ± 0.85 b | |
| P-WT3 | 156.63 ± 4.75 a | 17.66 ± 0.42 a | 96.02 a | 49.93 ± 1.95 a | |
| J-WT1 | 162.57 ± 3.32 b | 16.89 ± 0.30 a | 89.02 b | 51.26 ± 0.70 a | |
| J-WT2 | 157.38 ± 5.91 c | 17.14 ± 0.31 a | 90.04 b | 50.84 ± 1.44 a | |
| J-WT3 | 164.73 ± 6.27 a | 17.46 ± 0.28 a | 95.02 a | 51.27 ± 1.22 a | |
| W-WT1 | 166.38 ± 5.28 a | 17.76 ± 0.35 a | 92.05 b | 50.85 ± 1.22 a | |
| W-WT2 | 167.37 ± 4.72 a | 17.83 ± 0.23 a | 96.07 a | 51.26 ± 1.18 a | |
| W-WT3 | 156.38 ± 7.39 b | 17.67 ± 0.20 a | 93.02 b | 50.14 ± 1.10 a | |
| P-WA1 | 157.53 ± 6.45 a | 17.52 ± 0.17 a | 92.01 a | 48.38 ± 2.21 b | |
| P-WA2 | 156.42 ± 4.45 a | 17.73 ± 0.22 a | 93.03 a | 50.15 ± 1.27 a | |
| P-WA3 | 156.52 ± 4.80 a | 17.67 ± 0.43 a | 92.02 a | 48.95 ± 0.91 b | |
| J-WA1 | 152.52 ± 6.90 a | 17.43 ± 0.33 a | 91.01 a | 48.37 ± 2.04 b | |
| J-WA2 | 167.38 ± 8.69 a | 17.73 ± 0.35 a | 92.06 a | 53.16 ± 1.87 a | |
| J-WA3 | 162.74 ± 5.92 a | 17.61 ± 0.25 a | 88.01 b | 52.28 ± 1.29 a | |
| W-WA1 | 158.47 ± 8.33 ab | 17.21 ± 0.29 a | 94.04 a | 48.37 ± 1.27 a | |
| W-WA2 | 159.34 ± 7.08 ab | 17.35 ± 0.18 a | 93.08 a | 49.04 ± 0.79 a | |
| W-WA3 | 175.38 ± 6.22 a | 17.89 ± 0.22 a | 95.03 a | 50.85 ± 1.21 a | |
| 2019–2021 | Year | ** | ** | ns | ** |
| Location | ** | ** | ** | ** | |
| Treatment | ** | ** | ** | ** | |
| Year*Location | * | * | ns | ns | |
| Year*Treatment | ns | ns | ns | ns | |
| Location*Treatment | ** | ** | ** | ** | |
| Year*Location*Treatment | ns | ns | ns | ns |
| Nutritional Quality | Milling Quality | Edible Processing Quality | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Treatment | Protein Content (%) | N Content (%) | Bulk Density (kg/hL) | Hardness (%) | Flour Yield (%) | Moisture (%) | Water Absorption (%) | Wet Gluten (%) | Dry Gluten (%) | SDS Sedimentation Value (mL) | Stability Time (min) | Formation Time (min) | Extensibility Area (cm2) | Extensibility (%) | Maximum Retensibility (BU) | |
| 2020–2021 | P-TC | 13.49 c | 2.04 d | 79.20 b | 45.66 bc | 72.53 b | 10.04 c | 54.37 d | 32.34 d | 12.54 d | 33.50 e | 13.45 c | 4.04 cd | 74.16 b | 138.54 de | 258.37 c |
| P-Opt | 15.59 a | 2.37 abc | 79.86 a | 47.97 a | 75.51 ab | 11.66 a | 58.14 b | 34.02 bc | 15.37 b | 36.56 cd | 15.29 b | 4.37 c | 79.64 b | 143.27 cd | W.88 | |
| W-TC | 15.29 a | 2.23 bcd | 79.68 a | 46.22 b | 72.18 b | 10.46 b | 59.46 b | 35.23 b | 16.25 b | 39.51 b | 15.61 ab | 5.28 b | 109.98 a | 152.71 b | 333.92 b | |
| W-Opt | 16.35 a | 2.56 a | 80.10 a | 47.77 a | 76.37 a | 11.14 b | 62.18 a | 37.65 a | 17.43 a | 42.77 a | 16.03 a | 5.64 a | 116.21 a | 165.02 a | 384.53 a | |
| 2021–2022 | P-TC | 14.69 d | 2.05 b | 80.01 b | 46.32 b | 52.15 c | 11.24 c | 51.06 cd | 33.76 b | 12.06 c | 38.76 c | 16.99 bc | 4.70 d | 102.12 d | 145.68 b | 347.33 c |
| P-Opt | 15.88 b | 2.40 b | 80.25 a | 44.01 c | 67.72 b | 14.73 a | 52.38 c | 35.55 b | 13.47 b | 39.89 b | 17.31 a | 5.24 c | 121.98 a | 150.92 a | 376.40 b | |
| W-TC | 16.03 ab | 2.50 a | 80.15 b | 46.07 b | 64.50 ab | 11.91 c | 55.49 b | 36.91 a | 13.20 b | 42.25 a | 16.79 bc | 6.40 a | 111.01 a | 147.78 ab | 347.43 ab | |
| W-Opt | 16.54 a | 2.54 a | 80.43 a | 46.54 bc | 62.05 b | 12.86 a | 56.45 b | 37.12 a | 14.14 a | 43.68 a | 16.85 bc | 6.22 a | 104.22 b | 150.05 a | 377.32 a | |
| 2020–2022 | Year | ns | ns | ns | ns | ns | ** | ns | ns | ns | ns | ns | ns | ns | ns | ns |
| Location | ** | ** | * | ns | ns | ** | ** | ** | ** | ** | ** | ** | ** | ** | ** | |
| Treatment | * | * | ns | * | * | ** | * | * | * | * | * | * | ns | ** | * | |
| Year* Location | ns | ns | ns | ns | ns | ** | ns | ns | ns | ns | ns | ns | ns | ns | ns | |
| Year* Treatment | * | * | * | * | * | ** | * | * | * | ns | * | ns | ns | * | ns | |
| Location* Treatment | ns | ns | ns | ns | ns | * | ns | ns | ns | * | ns | ns | ns | ns | * | |
| Year* Location* Treatment | ns | ns | ns | ns | ns | ** | ns | ns | ns | ns | ns | ns | ns | ns | ns | |
| Plant Height (cm) | Spike Number (103/ha) | Kernels Per Spike | Thousand-Kernel Weight (g) | Grain Yield (kg/ha) | |
|---|---|---|---|---|---|
| P-TC | 67.7 b | 6035.6 b | 42.8 b | 41.5 a | 10,717.8 b |
| P-Opt | 76.3 a | 6491.1 a | 46.4 a | 43.2 a | 13,023.4 a |
| Bread Volume V (mL) | Bread Appearance (5 Points) | Bread Core Color (5 Points) | Bread Core Texture (10 Points) | Texture Structure (35 Points) | Bread Rating (100 Points) | |
|---|---|---|---|---|---|---|
| P-TC | 550 | 2.0 | 1.0 | 3.0 | 12.0 | 34 |
| P-Opt | 920 | 5.0 | 4.0 | 8.5 | 32.0 | 94 |
| W-TC | 835 | 4.0 | 4.0 | 8.5 | 32.0 | 88 |
| W-Opt | 870 | 4.5 | 4.0 | 8.5 | 32.0 | 92 |
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Share and Cite
Guo, W.; Niu, N.; Xin, J.; Yu, J.; He, Z.; Li, J.; Xie, Y.; Chen, S.; Wang, L.; Shi, X.; et al. A High-Efficiency Cultivation Pattern of Strong-Gluten Wheat in Huang-Huai-Hai Plain of China. Agronomy 2026, 16, 28. https://doi.org/10.3390/agronomy16010028
Guo W, Niu N, Xin J, Yu J, He Z, Li J, Xie Y, Chen S, Wang L, Shi X, et al. A High-Efficiency Cultivation Pattern of Strong-Gluten Wheat in Huang-Huai-Hai Plain of China. Agronomy. 2026; 16(1):28. https://doi.org/10.3390/agronomy16010028
Chicago/Turabian StyleGuo, Weiwei, Nan Niu, Junwei Xin, Jiafei Yu, Zihan He, Junrong Li, Yuxin Xie, Shengjing Chen, Luhua Wang, Xueqing Shi, and et al. 2026. "A High-Efficiency Cultivation Pattern of Strong-Gluten Wheat in Huang-Huai-Hai Plain of China" Agronomy 16, no. 1: 28. https://doi.org/10.3390/agronomy16010028
APA StyleGuo, W., Niu, N., Xin, J., Yu, J., He, Z., Li, J., Xie, Y., Chen, S., Wang, L., Shi, X., Abudukerimu, Z., Wang, H., Li, X., Golub, N., & Zhang, Y. (2026). A High-Efficiency Cultivation Pattern of Strong-Gluten Wheat in Huang-Huai-Hai Plain of China. Agronomy, 16(1), 28. https://doi.org/10.3390/agronomy16010028

