Assessing the Role of Crop Rotation in Shaping Foliage Characteristics and Leaf Gas Exchange Parameters for Winter Wheat
Abstract
:1. Introduction
2. Materials and Methods
2.1. Site, Soil and Climate
2.2. Experimental Design
- A.
- winter rape + catch crop (blue tansy) − spring barley − field pea − winter wheat (50% cereals including 25% wheat);
- B.
- winter rape − winter wheat + catch crop (blue tansy) − field pea − winter wheat (50% wheat);
- C.
- winter rape + catch crop (blue tansy) − field pea − winter wheat − winter wheat (50% wheat);
- D.
- winter rape − winter wheat + catch crop (blue tansy) − spring barley − winter wheat (75% cereals including 50% wheat).
2.3. Measurements
2.3.1. Foliage Characteristics
2.3.2. Leaf Gas Exchange
2.3.3. Above-Ground Biomass Yield, Crop Growth Rate, and Grain Yield of Wheat
2.4. Statistical Analysis
3. Results and Discussion
3.1. Winter Wheat Foliage Characteristics
3.1.1. Stem Elongation Stage (BBCH 36)
3.1.2. Heading Stage (BBCH 58)
3.2. Leaf Gas Exchange
3.2.1. Stem Elongation Stage (BBCH 36)
3.2.2. Heading Stage (BBCH 58)
3.3. Above-Ground Biomass and Grain Yield
3.3.1. Above-Ground Biomass
3.3.2. Wheat Growth Rate between BBCH 36 and BBCH 58
3.3.3. Grain Yield
3.4. The Relationship between Assimilation and the Foliage Characteristics and Wheat Yield
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Conflicts of Interest
References
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Fields in Crop Rotations | LA | LAI | LMA | Cl | Narea | T | |
---|---|---|---|---|---|---|---|
2016 year | |||||||
AP-W | 9.9 a | 3.74 ab | 24.0 bc | 47.4 a | 0.24 a | 15.3 bc | |
BR-W | 10.0 a | 3.71 ab | 22.4 c | 46.6 b | 0.24 a | 15.2 b | |
BP-W | 10.4 a | 3.51 ab | 22.8 c | 46.5 b | 0.20 b | 14.7 c | |
CP-W | 10.4 a | 3.34 b | 23.6 bc | 45.3 b | 0.21 b | 14.5 c | |
CW-W | 9.5 b | 3.03 c | 27.0 a | 45.2 c | 0.19 c | 16.2 a | |
DR-W | 10.6 a | 4.09 a | 22.2 c | 46.0 b | 0.22 b | 14.2 c | |
DB-W | 9.0 b | 2.17 c | 26.3 a | 45.1 c | 0.24 c | 16.5 a | |
p-value * | 0.005 | 0.0002 | 0.0004 | 0.0136 | 0.0002 | <0.0001 | |
2017 year | |||||||
AP-W | 11.3 a | 3.85 a | 23.1 e | 45.0 a | 0.27 ns | 19.4 b | |
BR-W | 10.6 b | 3.30 a | 28.8 b | 42.0 b | 0.23 ns | 19.1 b | |
BP-W | 10.1 b | 3.29 a | 23.0 e | 42.6 b | 0.25 ns | 19.2 b | |
CP-W | 11.5 a | 3.32 a | 26.8 c | 40.8 b | 0.24 ns | 19.5 b | |
CW-W | 10.5 b | 2.89 b | 34.4 a | 41.1 b | 0.24 ns | 21.2 a | |
DR-W | 10.5 b | 3.48 a | 24.7 d | 42.4 b | 0.24 ns | 19.0 c | |
DB-W | 10.5 b | 2.95 b | 35.1 a | 41.5 b | 0.27 ns | 21.1 a | |
p-value * | <0.0001 | <0.0001 | <0.0001 | 0.0001 | 0.543 | <0.0001 | |
2018 year | |||||||
AP-W | 12.1 a | 3.16 a | 23.1 c | 54.5 a | 0.41 a | 23.8 b | |
BR-W | 12.2 a | 2.91 a | 25.1 b | 55.1 ab | 0.42 a | 24.3 b | |
BP-W | 12.8 a | 3.11 a | 23.0 c | 54.2 ab | 0.37 b | 23.4 b | |
CP-W | 11.2 b | 3.03 a | 24.7 b | 54.3 ab | 0.31 bc | 23.0 b | |
CW-W | 11.2 b | 2.36 b | 26.8 a | 53.4 b | 0.27 c | 25.2 a | |
DR-W | 11.3 b | 2.98 a | 24.7 b | 56.7 a | 0.38 ab | 23.9 b | |
DB-W | 11.0 b | 2.57 b | 28.8 a | 52.8 c | 0.30 c | 25.6 a | |
p-value * | 0.0003 | 0.0004 | <0.0001 | 0.0086 | <0.0001 | <0.0001 | |
p-value ** | <0.0001 | 0.0003 | <0.0001 | 0.0011 | 0.0120 | <0.0001 |
Fields in Crop Rotations | LA | LAI | LMA | Cl | Narea | T |
---|---|---|---|---|---|---|
2016 year | ||||||
AP-W | 13.9 a | 6.29 a | 29.8 e | 42.4 a | 0.14 a | 33.6 c |
BR-W | 11.8 b | 5.31 b | 40.7 c | 40.3 bc | 0.13 a | 34.4 b |
BP-W | 11.7 b | 5.40 b | 33.2 d | 41.4 ab | 0.14 a | 34.6 b |
CP-W | 11.5 b | 5.25 b | 41.6 b | 40.6 bc | 0.14 a | 33.3 c |
CW-W | 10.2 c | 3.69 c | 43.6 a | 40.3 b | 0.10 b | 35.3 a |
DR-W | 11.8 b | 5.81 a | 28.3 e | 40.6 c | 0.14 a | 33.7 c |
DB-W | 10.8 c | 3.58 c | 42.6 a | 39.5 c | 0.10 b | 35.4 a |
p-value * | <0.0001 | 0.0003 | <0.0001 | 0.0011 | <0.0001 | <0.0001 |
2017 year | ||||||
AP-W | 15.9 b | 6.02 b | 23.9 d | 52.6 a | 0.14 a | 20.7 cd |
BR-W | 15.3 b | 5.38 b | 26.3 c | 49.4 bc | 1.11 b | 20.9 c |
BP-W | 17.2 a | 6.45 a | 25.7 c | 49.6 b | 0.11 b | 20.4 d |
CP-W | 17.3 a | 6.40 a | 27.7 b | 50.3 b | 0.11 b | 21.5 b |
CW-W | 14.0 c | 4.71 c | 30.0 a | 48.0 d | 0.10 b | 22.3 a |
DR-W | 16.2 b | 6.30 a | 27.4 b | 48.7 c | 0.11 b | 20.5 d |
DB-W | 13.7 c | 5.00 c | 28.2 a | 46.8 d | 0.11 b | 22.6 a |
p-value * | 0.0003 | <0.0001 | 0.0005 | <0.0001 | <0.0001 | <0.0001 |
2018 year | ||||||
AP-W | 12.1 a | 3.53 a | 31.0 b | 54.8 a | 0.20 a | 28.0 ns |
BR-W | 12.2 a | 3.25 a | 36.1 a | 53.4 b | 0.19 ab | 28.0 ns |
BP-W | 11.9 b | 3.24 a | 35.6 a | 53.4 b | 0.21 a | 28.0 ns |
CP-W | 12.2 a | 3.63 a | 35.9 a | 55.3 a | 0.18 b | 27.5 ns |
CW-W | 11.4 c | 2.64 b | 36.0 a | 51.1 d | 0.16 c | 27.5 ns |
DR-W | 12.2 a | 3.26 a | 31.9 b | 52.6 c | 0.21 a | 27.8 ns |
DB-W | 11.3 c | 3.10 ab | 36.1 a | 51.3 d | 0.15 c | 27.4 ns |
p-value * | <0.0001 | 0.0004 | <0.0001 | 0.0001 | 0.0002 | 0.3612 |
p-value ** | 0.0018 | <0.0001 | <0.0001 | 0.0550 | 0.0001 | <0.0001 |
Fields in Crop Rotations | gs | E | ci | An | WUE | WUE1 | ls |
---|---|---|---|---|---|---|---|
2016 year | |||||||
AP-W | 0.01 ns | 0.07 a | 354.4 a | 16.5 a | 235.7 d | 1650 a | 0.19 e |
BR-W | 0.01 ns | 0.06 b | 338.9 bc | 15.6 ab | 260.0 c | 1560 ab | 0.31 b |
BP-W | 0.01 ns | 0.05 c | 342.9 b | 15.8 ab | 316.0 b | 1580 ab | 0.21 d |
CP-W | 0.01 ns | 0.05 c | 321.3 cd | 15.3 b | 306.0 b | 1530 b | 0.24 cd |
CW-W | 0.01 ns | 0.04 d | 324.8 bcd | 14.3 c | 357.5 a | 1430 c | 0.27 bc |
DR-W | 0.01 ns | 0.06 b | 315.4 d | 15.4 b | 256.7 c | 1540 b | 0.72 a |
DB-W | 0.01 ns | 0.04 d | 301.1 e | 11.5 d | 287.5 bc | 1150 d | 0.20 cd |
p-value * | - | <0.0001 | 00001 | <0.0001 | 0.0002 | 0.0003 | <0.0001 |
2017 year | |||||||
AP-W | 1.80 a | 8.51 a | 460.3 a | 29.7 a | 3.49 bc | 16.5 bc | 0.10 e |
BR-W | 1.55 b | 6.16 c | 301.0 cd | 20.6 c | 3.34 bc | 13.3 c | 0.54 ab |
BP-W | 1.24 d | 5.92 d | 279.0 de | 18.1 d | 3.06 c | 14.6 bc | 0.58 a |
CP-W | 1.28 c | 7.19 b | 314.8 c | 18.0 d | 2.50 d | 14.1 c | 0.26 d |
CW-W | 0.84 f | 3.08 f | 320.3 c | 16.8 e | 5.45 a | 20.0 b | 0.41 c |
DR-W | 1.05 e | 4.79 e | 387.5 b | 21.9 b | 4.57 b | 20.9 b | 0.06 e |
DB-W | 0.76 g | 4.65 e | 263.0 f | 18.0 d | 3.87 bc | 23.7 a | 0.49 b |
p-value * | <0.0001 | <0.0001 | <0.0001 | 0.0002 | 0.0005 | 0.0009 | 0.0002 |
2018 year | |||||||
AP-W | 1.83 a | 8.52 a | 180.8 d | 23.8 a | 2.79 c | 13.0 a | 0.50 ns |
BR-W | 1.51 c | 7.21 b | 180.5 d | 18.1 c | 2.51 c | 12.0 bc | 0.51 ns |
BP-W | 1.63 b | 6.16 c | 196.5 c | 18.5 c | 3.00 b | 11.3 c | 0.48 ns |
CP-W | 1.63 b | 6.08 cd | 179.5 d | 20.6 b | 3.39 a | 12.6 b | 0.51 ns |
CW-W | 1.28 d | 4.78 e | 201.8 a | 17.4 d | 3.64 a | 13.6 a | 0.44 ns |
DR-W | 1.80 a | 5.91 d | 201.3 b | 21.9 a | 3.71 a | 12.2 b | 0.51 ns |
DB-W | 1.37 d | 4.74 e | 136.3 e | 15.5 e | 3.33 ab | 11.3 c | 0.51 ns |
p-value * | 0.0011 | <0.0001 | <0.0001 | 0.0003 | 0.0002 | 0.0073 | 0.5561 |
p-value ** | <0.0001 | 0.0001 | 0.0001 | <0.0001 | 0.0180 | <0.0001 | <0.0001 |
Fields in Crop Rotations | gs | E | ci | An | WUE | WUE1 | ls |
---|---|---|---|---|---|---|---|
2016 year | |||||||
AP-W | 0.93 a | 8.51 a | 336.1 a | 18.5 a | 2.17 b | 19.9 c | 0.06 f |
BR-W | 0.62 b | 8.19 a | 261.9 c | 17.9 b | 2.19 b | 28.9 b | 0.29 a |
BP-W | 0.86 a | 8.21 a | 270.1 c | 17.8 b | 2.17 b | 20.7 c | 0.25 b |
CP-W | 0.72 b | 7.20 c | 325.3 a | 17.7 b | 2.46 b | 24.6 c | 0.10 e |
CW-W | 0.49 c | 6.20 d | 291.4 b | 16.1 d | 2.60 a | 32.9 b | 0.18 d |
DR-W | 0.89 a | 6.26 d | 296.8 b | 17.3 bc | 2.76 a | 19.4 c | 0.17 d |
DB-W | 0.27 d | 5.53 e | 271.0 c | 16.6 d | 3.00 a | 61.5 a | 0.21 c |
p-value * | 0.0001 | 0.0002 | <0.0001 | <0.0001 | <0.0001 | 0.001 | 0.001 |
2017 year | |||||||
AP-W | 0.85 a | 8.53 a | 445.1 a | 29.1 a | 3.41 c | 34.2 b | 0.06 bc |
BR-W | 0.56 b | 6.16 c | 301.0 c | 19.2 e | 3.12 c | 34.2 b | 0.06 bc |
BP-W | 0.53 b | 6.08 c | 390.4 b | 20.6 d | 3.39 d | 38.9 b | 0.05 c |
CP-W | 0.58 b | 5.91 d | 444.0 a | 23.8 b | 4.03 a | 41.1 a | 0.04 c |
CW-W | 0.44 c | 4.78 e | 320.1 c | 15.3 g | 3.20 c | 34.8 b | 0.09 a |
DR-W | 0.80 a | 7.21 b | 387.5 b | 21.9 c | 3.04 c | 27.4 b | 0.07 b |
DB-W | 0.38 c | 4.65 e | 276.8 d | 17.0 f | 3.66 b | 44.7 a | 0.11 a |
p-value * | <0.0001 | <0.0001 | <0.0001 | 0.0004 | 0.0086 | 0.0003 | 0.001 |
2018 year | |||||||
AP-W | 0.08 a | 1.42 a | 262.8 a | 13.1 a | 9.23 a | 163.8 b | 0.47 b |
BR-W | 0.07 b | 1.39 a | 256.3 ab | 12.4 a | 8.92 ab | 177.1 b | 0.45 b |
BP-W | 0.06 b | 1.08 ab | 250.0 ab | 9.7 c | 8.98 ab | 161.5 b | 0.33 c |
CP-W | 0.05 b | 1.40 a | 244.6 bc | 9.5 c | 6.79 c | 190.0 a | 0.40 b |
CW-W | 0.05 b | 1.20 a | 232.7 c | 7.7 d | 6.42 c | 154.0 bc | 0.69 a |
DR-W | 0.08 a | 1.27 a | 224.5 c | 10.4 b | 8.19 b | 130.0 c | 0.48 b |
DB-W | 0.05 b | 0.91 b | 217.9 d | 7.4 d | 8.13 b | 148.0 c | 0.63 a |
p-value * | 0.0004 | 0.0001 | <0.0001 | 0.0002 | 0.0031 | 0.0002 | 0.003 |
p-value ** | 0.0001 | <0.0001 | <0.0001 | 0.0009 | 0.0003 | 0.0040 | <0.0001 |
Year | LA | LAI | LMA | Cl | Narea | T | AGB | Yield of Grain |
---|---|---|---|---|---|---|---|---|
BBCH 36 | ||||||||
2016 | 0.13 | 0.52 * | −0.44 * | 0.22 | 0.55 * | −0.75 * | 0.72 * | × |
2017 | 0.29 | 0.01 | −0.38 * | 0.79 * | 0.10 | −0.54 * | 0.55 * | × |
2018 | 0.22 | 0.54 * | −0.48 * | 0.45 * | 0.40 * | −0.43 * | 0.31 | × |
BBCH 58 | ||||||||
2016 | 0.76 * | 0.54 * | −0.73 * | 0.58 * | 0.52 * | −0.54 * | 0.78 * | 0.65 * |
2017 | 0.31 | 0.71 * | −0.40 * | 0.42 * | 0.45 * | −0.61 * | 0.61 * | 0.62 * |
2018 | 0.34 | 0.39 * | −0.42 * | 0.43 * | 0.10 | −0.68 * | 0.43 * | 0.17 |
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Wanic, M.; Parzonka, M. Assessing the Role of Crop Rotation in Shaping Foliage Characteristics and Leaf Gas Exchange Parameters for Winter Wheat. Agriculture 2023, 13, 958. https://doi.org/10.3390/agriculture13050958
Wanic M, Parzonka M. Assessing the Role of Crop Rotation in Shaping Foliage Characteristics and Leaf Gas Exchange Parameters for Winter Wheat. Agriculture. 2023; 13(5):958. https://doi.org/10.3390/agriculture13050958
Chicago/Turabian StyleWanic, Maria, and Mariola Parzonka. 2023. "Assessing the Role of Crop Rotation in Shaping Foliage Characteristics and Leaf Gas Exchange Parameters for Winter Wheat" Agriculture 13, no. 5: 958. https://doi.org/10.3390/agriculture13050958
APA StyleWanic, M., & Parzonka, M. (2023). Assessing the Role of Crop Rotation in Shaping Foliage Characteristics and Leaf Gas Exchange Parameters for Winter Wheat. Agriculture, 13(5), 958. https://doi.org/10.3390/agriculture13050958