Effects of Waterlogging, Drought and Their Combination on Yield and Water-Use Efficiency of Five Hungarian Winter Wheat Varieties
Abstract
:1. Introduction
2. Materials and Methods
2.1. Experimental Design
2.2. Plant Growth Conditions
2.3. Statistical Processing
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A
Parameter | Unit | Values |
---|---|---|
pH | - | 7.8 |
EC | dS·m−1 | 0.71 |
SO42− | mg·L−1 | 44 |
NH4+ | mg·L−1 | 0.30 |
COD | mg·L−1 | 0.24 |
Fe | mg·L−1 | 0.63 |
Appendix B
Assessment of Uncertainty | ||
---|---|---|
Measurement | Accuracy | Possibility of uncertainty |
Relative water content | Apparent dielectric permittivity: ±1 Ea from 1–40 cm, ±15% from 40–80 cmVWC: ±0.03 m3/m3 (±3% VWC) in mineral soils, ±0.01–0.02 m3/m3 (±1–2% VWC) in any porous medium | Small chance of error |
Plant development | Made exactly according to the instructions of Zadoks scale | To minimize errors, this measurement was taken by one person. |
Grain yield, biomass | Readability 0.1 g; accuracy 0.1 g | The measurements of these parameters were highly accurate. |
Number of the grains | Man-made | To minimize the uncertainty, counting was repeated two times by one person. |
Plant height | Made by a gauging-stick | Minor possibility of uncertainty |
Water use | Readability 5 g; accuracy 1 g ≤ x ≥ 5 g | Possibility of uncertainty between 1 and 5 grams |
Temperature of the cambers | For temperature measurements in the greenhouse chamber, sensors with accuracy of 0.1 °C were used. Temperature during the vegetation period was regulated by a standardized climatic program [28]. | The same climatic program was used for the phytotron studies. Minor possibility of uncertainty. |
Relative humidity | For the relative humidity measurements, sensors with accuracy of 1% were used. Temperature during the vegetation period was regulated by a standardized climatic program [28]. | The same climatic program was used for the phytotron studies. Minor possibility of uncertainty. |
Artificial illumination | Wavelength of the applied lamps covered PAR spectrum (380–720 nm). Artificial illumination was started at an intensity of 500 µmol·m−2·s−1 and was increased to 700 µmol·m−2·s−1 until the end of the vegetation. | The same climatic program was used for the phytotron studies. Minor possibility of uncertainty. |
CO2 concentration | CO2 sensor (TIM10) with an accuracy of 3% was installed in the chamber. When the measured value reached 450 ppm, the windows opened automatically. | Very reliable system, minor possibility of uncertainty. |
Adding of water-soluble fertilizer | Done with manual pipette (Pipet-Lite Pipette LTS L-20MLXLS, Mettler Toledo Ltd., Busapest, Hungary) Accuracy: ±0.6%/120 µL; Precision ±0.6%/32 µL | Minor possibility of uncertainty. |
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Biomass Value (g) | Treatments | HSD 5% | |||
---|---|---|---|---|---|
C | WL | WL + D | |||
Genotypes | BKT | 80.92 Aa | 58.66 Ab | 48.54 Ab | 26.02 |
TOB | 41.72 Ca | 28.11 Cb | 22.52 Bb | 15.52 | |
MAM | 56.24 BCa | 47.54 ABa | 31.90 Bb | 19.38 | |
KAR | 63.22 Ba | 48.16 Ab | 32.61 Bc | 24.05 | |
PAL | 41.30 Ca | 33.63 BCab | 25.55 Bb | 12.38 | |
HSD 5% | 16.74 | 12.44 | 10.20 |
Thousand Kernel Weight (g) | Treatments | HSD 5% | |||
---|---|---|---|---|---|
C | WL | WL + D | |||
Genotypes | BKT | 38.72 ABa | 41.13 ABa | 39.39 Aa | 1.95 |
TOB | 38.62 ABa | 37.30 BCa | 26.09 Ab | 10.81 | |
MAM | 45.68 Aa | 44.77 Aa | 41.21 Aa | 3.71 | |
KAR | 38.04 Ba | 36.77 BCa | 36.77 Aa | 2.65 | |
PAL | 34.19 Ba | 31.48 Ca | 27.48 Aa | 5.298 | |
HSD 5% | 4.21 | 5.06 | 7.51 |
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Farkas, Z.; Varga-László, E.; Anda, A.; Veisz, O.; Varga, B. Effects of Waterlogging, Drought and Their Combination on Yield and Water-Use Efficiency of Five Hungarian Winter Wheat Varieties. Water 2020, 12, 1318. https://doi.org/10.3390/w12051318
Farkas Z, Varga-László E, Anda A, Veisz O, Varga B. Effects of Waterlogging, Drought and Their Combination on Yield and Water-Use Efficiency of Five Hungarian Winter Wheat Varieties. Water. 2020; 12(5):1318. https://doi.org/10.3390/w12051318
Chicago/Turabian StyleFarkas, Zsuzsanna, Emese Varga-László, Angéla Anda, Ottó Veisz, and Balázs Varga. 2020. "Effects of Waterlogging, Drought and Their Combination on Yield and Water-Use Efficiency of Five Hungarian Winter Wheat Varieties" Water 12, no. 5: 1318. https://doi.org/10.3390/w12051318
APA StyleFarkas, Z., Varga-László, E., Anda, A., Veisz, O., & Varga, B. (2020). Effects of Waterlogging, Drought and Their Combination on Yield and Water-Use Efficiency of Five Hungarian Winter Wheat Varieties. Water, 12(5), 1318. https://doi.org/10.3390/w12051318