Accelerating Seed Germination and Juvenile Growth of Sorghum (Sorghum bicolor L. Moench) to Manage Climate Variability through Hydro-Priming
Abstract
:1. Introduction
2. Materials and Methods
2.1. Description of Hydro-Priming in Tepid and Hot Water
2.2. Evaluation of Hydro-Priming in Tepid Water
2.3. Evaluation of Hydro-Priming in Hot Water
2.4. Statistical Analysis
3. Results
3.1. Chemical Composition of Sources of Water
3.2. Effect of Tepid Hydro-Priming on Seed Germination and Seedling Growth Parameters
3.2.1. Germination Percentage (GP)
3.2.2. Mean Germination Time (MGT)
3.2.3. Germination Rate Index (GRI)
3.2.4. Root Vigor Index (RVI)
3.2.5. Seedling Dry Weight (SDW)
3.3. Effect of Hot Hydro-Priming on Seed Germination and Seedling Growth Parameters
3.3.1. Germination Percentage (GP)
3.3.2. Mean Germination Time (MGT)
3.3.3. Germination Rate Index (GRI)
3.3.4. Root Vigor Index (RVI)
3.3.5. Seedling Dry Weight (SDW)
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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Sorghum Variety | Sorghum Cultivars | Days to Mature | Overall Cultivar Type | Optimum Rainfall Requirement (mm) | Source |
---|---|---|---|---|---|
Banidoka | Guinea | 120 | Land race | 600–800 | Farmer |
CSM63E | Guinea | 100 | Cultivar | 400–700 | IER |
Nieleni | Caudatum-Guinea | 110 | Hybrid | 700–1000 | IER |
Saba-soto | Caudatum | 100 | Land race | * Receding flood | Farmer |
Saba-tienda | Durra | 90 | Land race | * Receding flood | Farmer |
Seguifa | Durra | 100 | Cultivar | 400–700 | IER |
Sewa | Caudatum-Guinea | 110 | Hybrid | 800–1000 | IER |
Tiandougou | Guinea | 120 | Cultivar | 800–1000 | IER |
Tiandougou-coura | Caudatum-Guinea | 120 | Cultivar | 800–1000 | IER |
Water Sources | Duration (min.) of Seed Submergence in Hot Water at 70 °C | Duration (min.) of Seed Submergence in Water at Room Temperature (25 °C) | |||||
---|---|---|---|---|---|---|---|
0 | 10 | 20 | 30 | 240 | 480 | 720 | |
Distilled | X | X | X | X | X | X | X |
Rain | X | X | X | X | X | X | X |
River | X | X | X | X | X | X | X |
Tap | X | X | X | X | X | X | X |
Well | X | X | X | X | X | X | X |
Assessment Parameter | Abbreviation | Calculation Base | Explanation of Assessment Parameter | Source |
---|---|---|---|---|
Germination Percentage | GP (%) | GP = (Number of seeds germinated)/(number of seeds sown) × 100 | (Number of total seeds germinated over the number of total seeds sown time hundred). | [23] |
Mean Germination Time | MGT (Days) | MGT = (∑(Dn)/(∑n) | n is the number of seeds germinated on each day counted, whilst D is the day of counting n. | [26] |
Root Vigor Index | RVI | RVI = RL × GP | RL is the root length (cm), and GP is the germination percentage. | |
Germination Rate Index | GRI (%/day) | GRI = ∑(GP1 + GP2…GPn)/n | Summation of the germination percentage at each day (GP) divided by the total days (n) of germination. | [32] |
Seedling Dry Weight | SDW (g/plant) | Dry samples weighted and expressed in g. | Weight determined after drying seedling samples at 105 °C for 24 h. | [33] |
Parameters | Distilled | Rain | River | Tap | Well |
---|---|---|---|---|---|
pH | 6.7 | 6.7 | 7.7 | 6.5 | 7.2 |
EC (25 °C) µS cm−1 | 6.5 | 9.5 | 87.5 | 40.5 | 181.5 |
Hardness (mg/L) | 3.5 | 5 | 38 | 18 | 63 |
CaCO3 (mg/L) | 2.0 | 3.5 | 38.5 | 16.0 | 63.5 |
TDS (105 °C) (mg/L) | 8.9 | 13.0 | 82.9 | 61.6 | 139.7 |
Calcium, Ca2+ (mg/L) | 0.5 | 0.5 | 8.5 | 2.8 | 17.5 |
Magnesium, Mg2+ (mg/L) | 1.0 | 0.9 | 4.1 | 2.6 | 4.7 |
Sodium, Na+ (mg/L) | 0.2 | 0.2 | 3.4 | 3.3 | 7.3 |
Potassium, K+ (mg/L) | 0.3 | 0.7 | 2.7 | 1.4 | 8.3 |
Bicarbonates, HCO3 (mg/L) | 2.6 | 4.4 | 46.9 | 19.1 | 77.5 |
Sulphates, SO4 2− (mg/L) | 0.6 | 0.9 | 5.2 | 3.4 | 2.3 |
Chlorine, Cl− (mg/L) | 0.3 | 0.3 | 2.5 | 2.6 | 1.9 |
Nitrates, NO3- (mg/L) | 0.1 | 0.1 | 0.9 | 1.2 | 0.6 |
Copper, Cu2+ (mg/L) | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 |
Zinc, Zn (mg/L) | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 |
Treatments | Assessment Parameters | ||||
---|---|---|---|---|---|
Variety | GP | MGT | GRI | RVI | SDW |
Banidoka | 99.0 ± 1.12 | 4.6 ± 0.02 | 96.2 ± 1.23 | 532.7 ± 15.30 | 0.13 ± 0.01 |
CSM63E | 99.2 ± 1.12 | 4.5 ± 0.02 | 98.5 ± 1.23 | 436.0 ± 18.90 | 0.12 ± 0.01 |
Nieleni | 87.2 ± 1.12 | 4.6 ± 0.02 | 84.0 ± 1.23 | 268.2 ± 18.43 | 0.07 ± 0.01 |
Saba-soto | 82.1 ± 1.12 | 4.7 ± 0.02 | 78.3 ± 1.23 | 230.1 ± 19.07 | 0.10 ± 0.01 |
Saba-tienda | 94.8 ± 1.12 | 4.6 ± 0.02 | 92.5 ± 1.23 | 467.1 ± 18.40 | 0.10 ± 0.01 |
Seguifa | 94.8 ± 1.12 | 4.6 ± 0.02 | 91.6 ± 1.23 | 455.6 ± 18.76 | 0.11 ± 0.01 |
Sewa | 84.9 ± 1.12 | 4.6 ± 0.02 | 81.8 ± 1.23 | 293.8 ± 18.31 | 0.08 ± 0.01 |
Tiandougou | 91.6 ± 1.12 | 4.6 ± 0.02 | 89.1 ± 1.23 | 363.0 ± 18.90 | 0.09 ± 0.01 |
Tiandougou-coura | 85.2 ± 1.12 | 4.7 ± 0.02 | 81.1 ± 1.23 | 186.4 ± 19.60 | 0.07 ± 0.01 |
p-values | <0.01 | <0.01 | <0.01 | <0.01 | <0.01 |
LSD | 2.50 | 0.04 | 2.90 | 63.20 | 0.01 |
Water sources | |||||
Control | 91.0 ± 0.92 | 4.7 ± 0.01 | 85.1 ± 1.01 | 278.1 ± 16.90 | 0.08 ± 0.01 |
Distilled | 90.1 ± 0.,92 | 4.6 ± 0.01 | 87.6 ± 1.01 | 402.5 ± 14.70 | 0.10 ± 0.01 |
Rain | 90.1 ± 0.92 | 4.6 ± 0.01 | 88.1 ± 1.01 | 288.0 ± 16.55 | 0.08 ± 0.01 |
River | 91.2 ± 0.92 | 4.6 ± 0.01 | 89.2 ± 1.01 | 434.2 ± 13.95 | 0.10 ± 0.01 |
Tap | 91.0 ± 0.92 | 4.6 ± 0.01 | 89.6 ± 1.01 | 351.2 ± 13.90 | 0.10 ± 0.01 |
Well | 91.6 ± 0.92 | 4.6 ± 0.01 | 89.2 ± 1.01 | 401.2 ± 14.41 | 0.11 ± 0.01 |
p-values | 0.40 | <0.01 | <0.01 | <0.01 | <0.01 |
LSD | 0.03 | 2.30 | 51.60 | 0.01 | |
Priming duration (h) | |||||
4 | 90.7 ± 0.92 | 4.6 ± 0.01 | 87.0 ± 1.01 | 306.8 ± 13.21 | 0.08 ± 0.01 |
8 | 90.7 ± 0.92 | 4.6 ± 0.01 | 87.8 ± 1.01 | 352.9 ± 12 13 | 0.11± 0.01 |
12 | 91.5 ± 0.92 | 4.5 ± 0.01 | 89.6 ± 1.01 | 426.2 ± 12.47 | 0.10 ± 0.01 |
p-values | 0.40 | <0.01 | <0.01 | <0.01 | <0.01 |
LSD | 0.02 | 1.70 | 36.50 | 0.01 | |
p-values for variety × water sources | 1.00 | 1.00 | 1.00 | 0.99 | 0.18 |
p-values for variety × duration | 0.80 | 0.70 | 0.90 | 0.57 | 0.05 |
p-values for water × duration | 0.50 | 0.90 | 0.50 | 0.04 | 0.23 |
p-values for variety × water × duration | 1.00 | 1.00 | 0.28 | 0.99 | 0.54 |
Water Sources | Priming Duration (h) | Mean RVI for Water Sources | ||
---|---|---|---|---|
4 | 8 | 12 | ||
Control | 188.3 ± 13.21 | 277.8 ± 12.96 | 368.2 ± 12.47 | 278.1 |
Distilled | 362.7 ± 13.21 | 375.4 ± 12.96 | 469.4 ± 12.47 | 402.5 |
Rain | 286.7 ± 13.21 | 267.9 ± 12.96 | 309.5 ± 12.47 | 288.0 |
River | 400.7 ± 13.21 | 395.5 ± 12.96 | 506.4 ± 12.47 | 434.2 |
Tap | 292.2 ± 13.21 | 398.0 ± 12.96 | 363.3 ± 12.47 | 351.2 |
Well | 300.8 ± 13.21 | 382.2 ± 12.96 | 520.5 ± 12.47 | 401.2 |
Mean RVI for priming duration | 305.2 | 349.5 | 422.9 | |
p-value | SED | LSD | ||
Water sources | <0.01 | 26.3 | 51.6 | |
Priming duration | <0.01 | 18.6 | 36.5 | |
Water sources × priming duration | 0.04 | 45.5 | 89.3 |
Priming Duration (h) | Mean SDW for Varieties | |||
---|---|---|---|---|
Variety | 4 | 8 | 12 | |
Banidoka | 0.11 ± 0.01 | 0.13 ± 0.01 | 0.14 ± 0.01 | 0.13 |
CSM63E | 0.11 ± 0.01 | 0.13 ± 0.01 | 0.10 ± 0.01 | 0.12 |
Nieleni | 0.06 ± 0.01 | 0.07 ± 0.01 | 0.06 ± 0.01 | 0.07 |
Saba-soto | 0.10 ± 0.01 | 0.12 ± 0.01 | 0.08 ± 0.01 | 0.10 |
Saba-tienda | 0.08 ± 0.01 | 0.11 ± 0.01 | 0.10 ± 0.01 | 0.10 |
Seguifa | 0.08 ± 0.01 | 0.12 ± 0.01 | 0.12 ± 0.01 | 0.11 |
Sewa | 0.08 ± 0.01 | 0.09 ± 0.01 | 0.07 ± 0.01 | 0.08 |
Tiandougou | 0.07 ± 0.01 | 0.10 ± 0.01 | 0.10 ± 0.01 | 0.09 |
Tiandougou-coura | 0.05 ± 0.01 | 0.08 ± 0.01 | 0.08 ± 0.01 | 0.07 |
Mean SDW for priming duration | 0.08 | 0.11 | 0.10 | |
p-value | SED | LSD | ||
Varieties | <0.01 | 0.01 | 0.01 | |
Priming duration | <0.01 | 0.01 | 0.01 | |
Varieties × priming duration | 0.05 | 0.01 | 0.02 |
Treatments | Growth Parameters | ||||
---|---|---|---|---|---|
Variety | GP | MGT | GRI | RVI | SDW |
Banidoka | 98.3 ± 1.12 | 4.5 ± 0.02 | 488.3 ± 1.23 | 226.0 ± 15.30 | 0.10 ± 0.01 |
CSM63E | 98.3 ± 1.12 | 4.5 ± 0.02 | 485.6 ± 1.23 | 292.7 ± 18.90 | 0.07 ± 0.01 |
Nieleni | 83.2 ± 1.12 | 4.6 ± 0.02 | 427.3 ± 1.23 | 130.9 ± 18.43 | 0.06 ± 0.01 |
Saba-soto | 77.8 ± 1.12 | 4.7 ± 0.02 | 457.0 ± 1.23 | 80.6 ± 19.07 | 0.06 ± 0.01 |
Saba-tienda | 90.9 ± 1.12 | 4.5 ± 0.02 | 426.7 ± 1.23 | 219.5 ± 18.40 | 0.05 ± 0.01 |
Seguifa | 92.1 ± 1.12 | 4.6 ± 0.02 | 454.1 ± 1.23 | 168.2 ± 18.76 | 0.06 ± 0.01 |
Sewa | 85.4 ± 1.12 | 4.6 ± 0.02 | 460.0 ± 1.23 | 128.5 ± 18.31 | 0.06 ± 0.01 |
Tiandougou | 78.7 ± 1.12 | 4.6 ± 0.02 | 438.0 ± 1.23 | 79.4 ± 18.90 | 0.03 ± 0.01 |
Tiandougou-coura | 78.2 ± 1.12 | 4.6 ± 0.02 | 461.2 ± 1.23 | 63.0 ± 18.60 | 0.03 ± 0.01 |
p-values | <0.01 | <0.01 | 0.96 | <0.01 | <0.01 |
LSD | 4.1 | 0.03 | 111.5 | 48.8 | 0.01 |
Water sources | |||||
Control | 91.6 ± 0.92 | 4.6 ± 0.01 | 451.5 ± 0.01 | 122.7 ± 16.90 | 0.04 ± 0.01 |
Distilled | 86.0 ± 0.92 | 4.6 ± 0.01 | 456.6 ± 0.01 | 158.3 ± 14.70 | 0.06 ± 0.01 |
Rain | 81.5 ± 0.92 | 4.6 ± 0.01 | 449.4 ± 0.01 | 109.3 ± 16.55 | 0.05 ± 0.01 |
River | 85.8 ± 0.92 | 4.6 ± 0.01 | 453.9 ± 0.01 | 185.3 ± 13.95 | 0.07 ± 0.01 |
Tap | 87.6 ± 0.92 | 4.6 ± 0.01 | 458.1 ± 0.01 | 181.9 ± 13.90 | 0.07 ± 0.01 |
Well | 89.5 ± 0.92 | 4.6 ± 0.01 | 462.8 ± 0.01 | 168.4 ± 16.40 | 0.06 ± 0.01 |
p-values | <0.01 | 0.80 | 1.00 | <0.01 | <0.01 |
LSD | 3.3 | 0.03 | 91.0 | 39.9 | 0.01 |
Priming duration (min.) | |||||
10 | 87.3 ± 0.92 | 4.6 ± 0.01 | 449.4 ± 0.01 | 101.9 ± 13.21 | 0.05 ± 0.01 |
20 | 87.1 ± 0.92 | 4.6 ± 0.01 | 459.2 ± 0.01 | 170.7 ± 12.13 | 0.06 ± 0.01 |
30 | 86.6 ± 0.92 | 4.6 ± 0.01 | 457.5 ± 0.01 | 190.3 ± 12.47 | 0.06 ± 0.01 |
p-values | 0.83 | 0.33 | 0.95 | <0.01 | 0.01 |
LSD | 2.4 | 0.02 | 64.4 | 28.2 | 0.01 |
Growth Parameters | ||||||
---|---|---|---|---|---|---|
Treatments Variety | GP | MGT | GRI | SVI | RVI | SDW |
Banidoka | 98.3 ± 1.12 | 4.5 ± 0.02 | 488.3 ± 1.23 | 537.0 ± 24.23 | 226.0 ± 15.30 | 0.10 ± 0.01 |
CSM63E | 98.3 ± 1.12 | 4.5 ± 0.02 | 485.6 ± 1.23 | 582.0 ± 30.03 | 292.7 ± 18.90 | 0.07 ± 0.01 |
Nieleni | 83.2 ± 1.12 | 4.6 ± 0.02 | 427.3 ± 1.23 | 267.9 ± 29.30 | 130.9 ± 18.43 | 0.06 ± 0.01 |
Saba-soto | 77.8 ± 1.12 | 4.7 ± 0.02 | 457.0 ± 1.23 | 210.0 ± 30.29 | 80.6 ± 19.07 | 0.06 ± 0.01 |
Saba-tienda | 90.9 ± 1.12 | 4.5 ± 0.02 | 426.7 ± 1.23 | 423.5 ± 29.16 | 219.5 ± 18.40 | 0.05 ± 0.01 |
Seguifa | 92.1 ± 1.12 | 4.6 ± 0.02 | 454.1 ± 1.23 | 306.9 26.62 | 168.2 ± 18.76 | 0.06 ± 0.01 |
Sewa | 85.4 ± 1.12 | 4.6 ± 0.02 | 460.0 ± 1.23 | 268.9 ± 28.94 | 128.5 ± 18.31 | 0.06 ± 0.01 |
Tiandougou | 78.7 ± 1.12 | 4.6 ± 0.02 | 438.0 ± 1.23 | 158.1 ± 32.60 | 79.4 ± 18.90 | 0.03 ± 0.01 |
Tiandougou-coura | 78.2 ± 1.12 | 4.6 ± 0.02 | 461.2 ± 1.23 | 147.3 ± 33.80 | 63.0 ± 18.60 | 0.03 ± 0.01 |
p-values | <0.01 | <0.01 | 0.96 | <0.01 | <0.01 | <0.01 |
LSD | 4.1 | 0.03 | 111.5 | 92.6 | 48.8 | 0.01 |
Water sources | ||||||
Control | 91.6 ± 0.92 | 4.6 ± 0.01 | 451.5 ± 0.01 | 237.2 ± 26.32 | 122.7 ± 16.90 | 0.04 ± 0.01 |
Distilled | 86.0 ± 0.92 | 4.6 ± 0.01 | 456.6 ± 0.01 | 343.9 ± 23.29 | 158.3 ± 14.70 | 0.06 ± 0.01 |
Rain | 81.5 ± 0.92 | 4.6 ± 0.01 | 449.4 ± 0.01 | 239.6 ± 25.92 | 109.3 ± 16.55 | 0.05 ± 0.01 |
River | 85.8 ± 0.92 | 4.6 ± 0.01 | 453.9 ± 0.01 | 397.6 ± 22.32 | 185.3± 13.95 | 0.07 ± 0.01 |
Tap | 87.6 ± 0.92 | 4.6 ± 0.01 | 458.1 ± 0.01 | 374.2 ± 21.99 | 181.9 ± 13.90 | 0.07 ± 0.01 |
Well | 89.5 ± 0.92 | 4.6 ± 0.01 | 462.8 ± 0.01 | 342.0 ± 22.39 | 168.4 ± 16.40 | 0.06 ± 0.01 |
p-values | <0.01 | 0.80 | 1.00 | <0.01 | <0.01 | <0.01 |
LSD | 3.3 | 0.03 | 91.0 | 75.6 | 39.9 | 0.01 |
Priming duration (min.) | ||||||
10 | 87.3 ± 0.92 | 4.6 ± 0.01 | 449.4 ± 0.01 | 206.3 ± 28.32 | 101.9 ± 13.21 | 0.05 ± 0.01 |
20 | 87.1 ± 0.92 | 4.6 ± 0.01 | 459.2 ± 0.01 | 350.6 ± 24.32 | 170.7 ± 12.13 | 0.06 ± 0.01 |
30 | 86.6 ± 0.92 | 4.6 ± 0.01 | 457.5 ± 0.01 | 410.3 ± 25.32 | 190.3 ± 12.47 | 0.06 ± 0.01 |
p-values | 0.83 | 0.33 | 0.95 | <0.01 | <0.01 | 0.01 |
LSD | 2.4 | 0.02 | 64.4 | 53.4 | 28.2 | 0.01 |
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Dembélé, S.; Zougmoré, R.B.; Coulibaly, A.; Lamers, J.P.A.; Tetteh, J.P. Accelerating Seed Germination and Juvenile Growth of Sorghum (Sorghum bicolor L. Moench) to Manage Climate Variability through Hydro-Priming. Atmosphere 2021, 12, 419. https://doi.org/10.3390/atmos12040419
Dembélé S, Zougmoré RB, Coulibaly A, Lamers JPA, Tetteh JP. Accelerating Seed Germination and Juvenile Growth of Sorghum (Sorghum bicolor L. Moench) to Manage Climate Variability through Hydro-Priming. Atmosphere. 2021; 12(4):419. https://doi.org/10.3390/atmos12040419
Chicago/Turabian StyleDembélé, Siaka, Robert B. Zougmoré, Adama Coulibaly, John P. A. Lamers, and Jonathan P. Tetteh. 2021. "Accelerating Seed Germination and Juvenile Growth of Sorghum (Sorghum bicolor L. Moench) to Manage Climate Variability through Hydro-Priming" Atmosphere 12, no. 4: 419. https://doi.org/10.3390/atmos12040419