Individual and Interactive Effects of Multiple Abiotic Stress Treatments on Early-Season Growth and Development of Two Brassica Species
Abstract
:1. Introduction
2. Materials and Methods
2.1. Seed Material and Experiment Conditions
2.2. Treatments
2.3. Measurements
2.3.1. Phenology and Growth
2.3.2. Root Image Acquisition and Analysis
2.4. Data Analysis
2.4.1. Combined Stress Response Index (CSRI)
2.4.2. Statistical Analysis
3. Results
3.1. Shoot Growth and Developmental Attributes
3.1.1. Plant Height
3.1.2. Leaf Number
3.1.3. Leaf Area
3.1.4. Marketable Fresh Weight
3.1.5. Dry Weight Components
3.2. Root Growth and Developmental Attributes
3.2.1. Root Growth Traits
3.2.2. Root Developmental Traits
3.3. Combined Stress Response Indices (CSRI)
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Treatments | Measured Temperature (°C) | CO2 (µmol mol−1) | VPD (kPa) | Mean ET (L H2O d−1) | |||
---|---|---|---|---|---|---|---|
Day | Night | Day/Night | Day | Day | Night | Day/Night | |
Control | 24.8 ± 0.03 | 17.5 ± 0.04 | 21.6 ± 0.03 | 434.3 ± 1.77 | 1.4 ± 0.01 | 0.98 ± 0.01 | 8.6 ± 0.45 |
+CO2 | 25 ± 0.03 | 17.6 ± 0.03 | 21.8 ± 0.02 | 723.6 ± 0.33 | 1.4 ± 0.01 | 1 ± 0.01 | 7.4 ± 0.67 |
+T | 30 ± 0.88 | 22.4 ± 0.88 | 26.7± 0.87 | 435.1 ± 1.76 | 2.1 ± 0.15 | 1.5 ± 0.11 | 8.5 ± 0.63 |
+UV-B | 24.7 ±0.04 | 17.4 ± 0.04 | 21.5 ± 0.03 | 436.9 ± 2.44 | 1.4 ± 0.01 | 1 ± 0.01 | 6.6 ± 0.24 |
+T+CO2 | 30.3 ± 0.94 | 22.6 ± 0.93 | 27 ± 0.92 | 724 ± 0.36 | 2.6± 0.15 | 1.7 ± 0.12 | 8.7 ± 0.81 |
+UV-B+CO2 | 24.8 ± 0.03 | 17.4 ± 0.03 | 21.5 ± 0.03 | 720.5 ± 0.55 | 1.3 ± 0.02 | 0.93 ± 0.01 | 5.2 ± 0.47 |
+UV-B+CO2+T | 30 ± 0.89 | 22.4 ± 0.88 | 26.7 ± 0.87 | 733.2 ±0.49 | 2.6 ± 0.19 | 1.8 ± 0.14 | 6.91 ± 0.59 |
Source of Variance | PH | LN | LA | MFW | ADW | RDW | TDW | LRL | TRL | RSA | RAD | RLPV | RV | RT | RF | RC |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Treatment | *** | *** | *** | *** | *** | *** | *** | * | *** | *** | *** | *** | *** | *** | *** | *** |
Crop | ** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** | *** |
Trt × Crop | NS | *** | *** | *** | ** | ** | ** | * | ** | ** | *** | ** | ** | *** | ** | ** |
Traits | Crop | Treatments | |||||||
---|---|---|---|---|---|---|---|---|---|
Control | 0 | +T | +UV-B | +T+CO2 | +UV-B+CO2 | +UV-B+CO2+T | |||
PH (cm plant−1) | Kale | 30.8 | 33.3 (+8%) | 27.2 (−11.7%) | 14.3 (−53%) | 29.8 (−3.3%) | 17.3 (−43.8%) | 18.5 (−40%) | |
Mustard | 31.9 | 35.8 (+12%) | 28 (−12%) | 19.3 (−39%) | 31.3 (−1.8%) | 19.5 (−38.8%) | 22.3 (−30%) | ||
LN (plant−1) | Kale | 9.33 | 9.7 (+3.9%) | 8.7 (−8.8%) | 9.5 (+1.8%) | 9 (−3.5%) | 17.3 (−43.8%) | 18.5 (−40%) | |
Mustard | 11.7 | 12.7 (+8.5%) | 9.7 (+17%) | 10.8 (−7.6%) | 15.8 (+35%) | 19.5 (−38.8%) | 22.3 (−30%) | ||
LA (cm2 plant−1) | Kale | 600.5 | 779.3 (+29.8%) | 424.5 (−29.3%) | 131.7 (−78%) | 565.7 (−5.7%) | 226.3 (−62.3%) | 292.9 (−51.2%) | |
Shoot Traits | Mustard | 1305.1 | 1629.6 (+24.8%) | 983.9 (−24.6%) | 363.5 (−72%) | 1495.5 (−8.2%) | 380.5 (−70.8%) | 653.5 (−50%) | |
MFW (g plant−1) | Kale | 42 | 51.5 (+22.7%) | 24 (−42.7%) | 12.7 (−69.7%) | 35 (−16.9%) | 20.9 (−50%) | 22.5 (−46.3%) | |
Mustard | 76.3 | 116.2 (+52%) | 61.3 (−19.7%) | 30.4 (−60.2%) | 96.9 (26.8%) | 30.6 (−60%) | 50 (−34.5%) | ||
ADW (g plant−1) | Kale | 3.69 | 5.7 (+55%) | 2.8 (−24.6%) | 1.3 (−64%) | 4.2 (+13.7%) | 2.6 (−28.4%) | 2.7 (−27.6%) | |
Mustard | 5.93 | 8.8 (+48%) | 5.4 (−9.5%) | 2.6 (−56.8%) | 8.6 (+45.7%) | 2.7 (−54.5%) | 4.6 (−22.4%) | ||
RDW (g plant−1) | Kale | 0.37 | 0.6 (+55.2%) | 0.3 (−30%) | 0.1 (−63%) | 0.4 (0%) | 0.3 (−65.6%) | 0.3 (−20%) | |
Dry weight traits | Mustard | 0.79 | 1 (+32.8%) | 0.7 (−5.9%) | 0.4 (−52.7%) | 1.1 (+43.4%) | 0.3 (−60%) | 0.7 (−7%) | |
TDW (g plant−1) | Kale | 4.05 | 6.3 (+55.3%) | 3 (−25%) | 1.5 (−64%) | 4.6 (+12.5%) | 2.9 (−28%) | 3 (−27%) | |
Mustard | 6.71 | 9.9 (+47%) | 6.1 (−9%) | 2.9 (−60%) | 9.8 (+45.6%) | 3 (−55%) | 5.3 (−20%) |
Root Traits | Crop | Treatments | ||||||
---|---|---|---|---|---|---|---|---|
Control | +CO2 | +T | +UV-B | +T+CO2 | +UV-B+CO2 | +UV-B+CO2+T | ||
LRL (cm plant−1) | Kale | 38.3 | 44 (+14.7%) | 31.5 (−17.8%) | 29 (−24.3%) | 29.8 (−22%) | 39 (+1.7%) | 31.7 (−17.3%) |
Mustard | 41.2 | 42.7 (+3.6%) | 48.2 (+17%) | 34.2 (−17%) | 42 (+2%) | 39.8 (−3.2%) | 45.7 (+10.9%) | |
TRL (cm plant−1) | Kale | 3389 | 5327.1 (+57%) | 2961.7 (−12.6%) | 1924.7 (−43%) | 3443.1 (+1.6%) | 3352.3 (−1%) | 2953.5 (−13%) |
Mustard | 5717.9 | 5659.8 (−1%) | 7012 (+22.6%) | 3477.3 (−39%) | 6011.6 (+5%) | 3626 (−36.5%) | 5665.1 (−1%) | |
RSA (cm2 plant−1) | Kale | 469.1 | 775.1 (+65%) | 362.9 (−22.6%) | 244.9 (−47.7%) | 473 (+1%) | 419.5 (−10.5%) | 394.7 (−15.8%) |
Mustard | 944.8 | 1169.9 (+24%) | 1033.7 (+9.4%) | 507.3 (−46.3%) | 1259.2 (+33%) | 491 (−48%) | 924.6 (−2%) | |
RAD (mm plant−1) | Kale | 0.4 | 0.5 (+4.3%) | 0.4 (−11%) | 0.4 (−7%) | 0.4 (−1%) | 0.4 (−9.2%) | 0.4 (−1%) |
Mustard | 0.5 | 0.7 (+28.7%) | 0.5 (−10%) | 0.4 (−12%) | 0.7 (+30%) | 0.4 (−16.5%) | 0.5 (−1%) | |
RLPV (cm m−3) | Kale | 3389 | 5327.1 (+57%) | 2961.7 (−12.6%) | 1924.7 (−43%) | 3443.1 (+1.5%) | 3352.3 (−1%) | 2953.5 (−13%) |
Mustard | 5717.9 | 5659.8 (−1%) | 7012 (+22.6%) | 3477.3 (−39%) | 6011.6 (+5%) | 3626 (−36.5%) | 5655.1 (−1%) | |
RV (cm3 plant−1) | Kale | 5.2 | 9.1 (+75%) | 3.5 (−31.5%) | 2.5 (−52%) | 5.2 (+0.6%) | 4.2 (−19%) | 4.2 (−19%) |
Mustard | 12.5 | 19.9 (+58%) | 12.2 (−2.5%) | 5.9 (−52.5%) | 21.1 (+68%) | 5.3 (−57.4%) | 12.1 (−3.3%) | |
RT (no. plant−1) | Kale | 10,272.3 | 12,891.5 (+25.4%) | 7382 (−28%) | 7738.5 (−24.6%) | 6579.3 (−36%) | 7855.2 (−23.5%) | 6836.8(−33.4%) |
Mustard | 14,876 | 12,958.2 (−13%) | 15,573.3 (+4.6%) | 10,666.7 (−28%) | 11,595.7 (−22%) | 9788.2 (−34%) | 11,546.1(−22.3%) | |
RF (no. plant−1) | Kale | 31,897.8 | 12,891.5 (+25.4%) | 23,822.2 (−25.3%) | 15,334.3 (−52%) | 31,979 (−0.3%) | 30,935.3 (−3%) | 24,168 (−24%) |
Mustard | 64,775.2 | 77,329.1 (+19.3%) | 77,665.8 (+20%) | 36,247.7 (−44%) | 83,101.7 (+28.3%) | 37,047.7 (−43%) | 62,078.5 (−4%) | |
RC (no. plant−1) | Kale | 2791.2 | 4958.2 (+77.6%) | 2619.8 (−6%) | 1628.2 (−41.6%) | 3037.5 (+9%) | 3403.3 (+22%) | 2380.6 (−14.7%) |
Mustard | 4531 | 4387.2 (−3%) | 6458.2 (+42.5%) | 2830.2 (−37.5%) | 4713.3 (+4%) | 3436.7 (−24%) | 4552. 83 (+0.5%) |
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Sehgal, A.; Reddy, K.R.; Walne, C.H.; Barickman, T.C.; Brazel, S.; Chastain, D.; Gao, W. Individual and Interactive Effects of Multiple Abiotic Stress Treatments on Early-Season Growth and Development of Two Brassica Species. Agriculture 2022, 12, 453. https://doi.org/10.3390/agriculture12040453
Sehgal A, Reddy KR, Walne CH, Barickman TC, Brazel S, Chastain D, Gao W. Individual and Interactive Effects of Multiple Abiotic Stress Treatments on Early-Season Growth and Development of Two Brassica Species. Agriculture. 2022; 12(4):453. https://doi.org/10.3390/agriculture12040453
Chicago/Turabian StyleSehgal, Akanksha, Kambham Raja Reddy, Charles Hunt Walne, T. Casey Barickman, Skyler Brazel, Daryl Chastain, and Wei Gao. 2022. "Individual and Interactive Effects of Multiple Abiotic Stress Treatments on Early-Season Growth and Development of Two Brassica Species" Agriculture 12, no. 4: 453. https://doi.org/10.3390/agriculture12040453
APA StyleSehgal, A., Reddy, K. R., Walne, C. H., Barickman, T. C., Brazel, S., Chastain, D., & Gao, W. (2022). Individual and Interactive Effects of Multiple Abiotic Stress Treatments on Early-Season Growth and Development of Two Brassica Species. Agriculture, 12(4), 453. https://doi.org/10.3390/agriculture12040453