Root Exploration, Initial Moisture Conditions, and Irrigation Scheduling Influence Hydration of Stratified and Non-Stratified Substrates †
Abstract
:1. Introduction
2. Materials and Methods
2.1. Substrate Preparation
2.2. Physical Properties
2.3. Treatment Preparation
2.4. Experimental Category and Initial Conditions
2.4.1. Experiment 1: Effective Container Capacity
2.4.2. Experiment 2: Flagging Initial Moisture Conditions; (20% VWC)
2.4.3. Experiment 3, Dry Initial Moisture Conditions; (10% VWC)
2.5. Irrigation Volume Determination
2.6. Applying Irrigation
2.6.1. Experiment 1
2.6.2. Experiments 2 and 3
2.7. Mass Balance
2.8. Data Analysis
3. Results
3.1. Static Physical Properties
3.2. Experiment 1, eCC Initial Moisture Conditions
3.3. Experiment 2, Flagging Initial Moisture Conditions; (20% VWC)
3.3.1. Single Application
3.3.2. Cyclic Application
3.4. Experiment 3, Dry Initial Moisture Conditions; (10% VWC)
3.4.1. Single Application
3.4.2. Cyclic Application
4. Discussion
4.1. Non-Stratified versus Stratified
4.2. Single Application versus Cyclic Application
4.3. Fallow versus Rooted
4.4. Initial Moisture Conditions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Static Physical Properties z | Particle Size Distribution y | |||||||
---|---|---|---|---|---|---|---|---|
Substrate | Container Capacity (% vol.) | Air Space (% vol.) | Total Porosity (% vol.) | Bulk Density (% vol.) | Extra Large (>6.3 mm; % Dry Mass) | Large (6.3 mm–2.0 mm; % Dry Mass) | Medium (2.0-0.7 mm; % Dry Mass) | Fine (<0.7 mm; % Dry Mass) |
Conventional bark | 43 b a | 35 b | 77 b | 17 a | 27 b | 43 b | 17 b | 14 a |
Fine bark | 50 a | 33 b | 83 ab | 17 a | 0 c | 50 a | 33 a | 17 a |
Coarse bark | 38 b | 47 a | 85 a | 15 b | 45 a | 42 b | 6 c | 7 b |
p-value b | 0.0023 | 0.0041 | 0.0320 | 0.0037 | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
Initial Moisture Status z | Substrate | Container System y | Irrigation x | Irrigation Pulses (CA Only) w | Initial VWC (%) v | Retention Capacity (%) u | Effective Container Capacity (%) t | Difference in Actual CC to eCC (mL) s | Difference in Time from Water Entry to Exit (sec) r |
---|---|---|---|---|---|---|---|---|---|
eCC | Non-Stratified | Fallow | SA | NA | 44.6% ± 1.2 a ab | 45.8% ± 1.2 a | 45.8% ± 1.2 a | - | 8.0 ± 0.0 b |
eCC | Non-Stratified | Rooted | SA | NA | 39.3% ± 1.2 b | 41.1% ± 0.9 b | 41.1% ± 0.9 b | - | 6.0 ± 0.0 b |
eCC | Stratified | Fallow | SA | NA | 40.5% ± 2.6 ab | 42.2% ± 2.6 ab | 42.2% ± 2.6 ab | - | 10.7 ± 1.2 a |
eCC | Stratified | Rooted | SA | NA | 32.4% ± 1.4 c | 34.8% ± 1.7 c | 34.8% ± 1.7 c | - | 7.3 ± 1.6 b |
p-value c | - | - | - | - | 0.0002 | 0.0003 | 0.0003 | - | 0.0007 |
Flag | Non-Stratified | Fallow | SA | NA | 18.6% ± 0.5 ab | 28.2% ± 3.4 abc | 40.5% ± 1.3 a | 239.3 ± 42.6 c | 7.3 ± 2.3 bc |
Flag | Non-Stratified | Rooted | SA | NA | 18.9% ± 1.6 ab | 23.1% ± 3.8 bcde | 30.8% ± 4.3 b | 148.8 ± 11.4 def | 4.0 ± 2.0 c |
Flag | Stratified | Fallow | SA | NA | 17.9% ± 0.5 ab | 29.3% ± 0.5 a | 39.7% ± 1.9 a | 202.0 ± 29.6 cd | 4.7 ± 2.3 c |
Flag | Stratified | Rooted | SA | NA | 13.8% ± 0.1 d | 16.9% ± 1.0 f | 20.7% ± 1.1 c | 73.7 ± 13.5 f | 4.7 ± 1.2 c |
Flag | Non-Stratified | Fallow | CA | Pulse1 | 17.4% ±1.9 bc | 21.2% ± 2.5 def | - | 338.0 ± 42.0 ab | 7.3 ± 1.2 bc |
Pulse2 | - | 25.5% ± 2.9 abcd | - | 255.0 ± 33.1 c | 8.0 ± 0.0 bc | ||||
Pulse3 | - | 29.0% ± 0.3 ab | 38.6% ± 4.5 a | 186.3 ± 27.1 cde | 10.7 ± 3.1 ab | ||||
Flag | Non-Stratified | Rooted | CA | Pulse1 | 14.3% ± 1.8 cd | 16.9% ± 1.7 f | - | 178.1 ± 31.9 cde | 3.3 ± 1.2 c |
Pulse2 | - | 19.0% ± 1.9 ef | - | 137.1 ± 28.8 def | 5.3 ± 1.2 bc | ||||
Pulse3 | - | 20.6% ±2.1 def | 26.1% ± 3.3 bc | 106.7 ± 24.7 ef | 5.3 ± 1.2 bc | ||||
Flag | Stratified | Fallow | CA | Pulse1 | 21.6% ± 1.0 a | 22.0% ± 0.3 cdef | - | 343.3 ± 22.3 a | 6.7 ± 1.2 bc |
Pulse2 | - | 26.4% ± 0.2 abcd | - | 258.0 ± 23.5 bc | 14.7 ± 3.1 a | ||||
Pulse3 | - | 29.7% ± 0.5 a | 39.7% ± 1.5 a | 193.7 ± 18.6 cd | 14.7 ± 1.2 a | ||||
Flag | Stratified | Rooted | CA | Pulse1 | 15.7% ± 0.2 bcd | 18.4% ± 0.5 ef | - | 184.5 ± 21.2 | 4.0 ± 0.0 c |
Pulse2 | - | 20.5% ± 0.7 def | - | 143.9 ± 19.8 def | 7.33 ± 2.3 bc | ||||
Pulse3 | - | 22.2% ± 0.9 def | 27.9% ± 1.4 b | 110.5 ± 16.7 ef | 6.7 ± 3.1 bc | ||||
p-value | - | - | - | - | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
Dry | Non-Stratified | Fallow | SA | NA | 9.0% ± 0.8 b | 13.5% ± 1.4 a | 20.9% ± 2.9 a | 144.0 ± 28.6 ab | 5.3 ± 1.2 ab |
Dry | Stratified | Fallow | SA | NA | 12.4% ± 0.8 ab | 19.4% ± 1.3 a | 25.9% ± 3.3 a | 126.7 ± 37.9 ab | 8.7 ± 4.2 ab |
Dry | Non-Stratified | Fallow | CA | Pulse1 | 12.5% ± 2.6 ab | 15.6% ± 3.4 a | - | 247.2 ± 61.1 a | 6.0 ± 0.0 ab |
Pulse2 | - | 19.0% ± 4.5 a | - | 180.9 ± 39.5 ab | 4.0 ± 0.0 b | ||||
Pulse3 | - | 21.5% ± 5.1 a | 28.3% ± 6.4 a | 131.7 ± 28.3 ab | 6.0 ± 0.0 ab | ||||
Dry | Stratified | Fallow | CA | Pulse1 | 12.0% ± 1.6 a | 14.4% ± 2.2 a | - | 226.7 ± 37.9 b | 8.7 ± 4.2 ab |
Pulse2 | - | 17.4% ± 3.0 a | - | 182.4 ± 41.0 ab | 11.3 ± 5.0 a | ||||
Pulse3 | - | 20.1% ± 3.7 a | 26.8% ± 5.1 a | 131.6 ± 28.0 ab | 4.7 ± 1.2 ab | ||||
p-value | - | - | - | - | 0.0484 | 0.0840 | 0.1683 | 0.0091 | 0.0374 |
Initial Moisture Status z | Substrate | Container System y | Irrigation x | Irrigation Pulses (CA Only) w | Hydration Rate: HANGING v | n u | R2 t | Hydration Rate: Basin s | n r | R2 q |
---|---|---|---|---|---|---|---|---|---|---|
eCC | Non-Stratified | Fallow | SA | NA | 47.7 ± 18.6 a a b | 6.0 ± 0.0 ab | 0.99 ± 0.00 a | 54.6 ± 17.2 a | 7.7 ± 3.1 a | 0.97 ± 0.03 a |
eCC | Non-Stratified | Rooted | SA | NA | 43.5 ± 8.7 a | 4.0 ± 0.0 c | 0.99 ± 0.00 a | 52.4 ± 17.0 a | 8.0 ± 3.5 a | 0.97 ± 0.03 a |
eCC | Stratified | Fallow | SA | NA | 38.6 ± 0.5 a | 6.3 ± 0.6 a | 0.99 ± 0.00 a | 44.9 ± 8.2 a | 7.7 ± 2.9 a | 0.98 ± 0.02 a |
eCC | Stratified | Rooted | SA | NA | 35.0 ± 3.0 a | 4.3 ± 1.2 bc | 0.98 ± 0.02 a | 53.6 ± 13.3 a | 8.0 ± 3.5 a | 0.97 ± 0.03 a |
p-value c | - | - | - | - | 0.5012 | 0.0046 | 0.5673 | 0.8431 | 0.9984 | 0.9842 |
Flag | Non-Stratified | Fallow | SA | NA | 38.2 ± 6.6 ab | 5.0 ± 1.0 a | 0.97 ± 0.00 a | 12.2 ± 5.9 b | 4.0 ± 1.0 b | 0.99 ± 0.01 a |
Flag | Non-Stratified | Rooted | SA | NA | 34.2 ± 6.6 ab | 3.7 ± 0.6 c | 0.98 ± 0.01 a | 28.1 ± 3.1 a | 4.0 ± 1.0 b | 0.99 ± 0.01 a |
Flag | Stratified | Fallow | SA | NA | 46.1 ± 15.2 a | 4.3 ± 1.2 bc | 0.98 ± 0.02 a | 10.9 ± 1.6 bc | 3.7 ± 0.6 b | 0.99 ± 0.00 a |
Flag | Stratified | Rooted | SA | NA | 28.1 ± 6.9 bc | 3.3 ± 0.6 c | 0.95 ± 0.07 a | 26.5 ± 3.4 a | 4.7 ± 0.6 b | 0.99 ± 0.01 a |
Flag | Non-Stratified | Fallow | CA | Pulse1 | 10.6 ± 1.0 d | 4.7 ± 0.6 bc | 0.79 ± 0.02 a | 3.6 ± 1.6 d | 4.0 ± 1.0 b | 0.99 ± 0.00 a |
Pulse2 | 12.4 ± 4.6 cd | 4.3 ± 0.6 bc | 0.85 ± 0.07 a | 1.4 ± 0.5 d | 8.3 ± 3.1 b | 0.86 ± 0.03 a | ||||
Pulse3 | 8.1 ± 2.3 d | 6.3 ± 1.5 ab | 0.71 ± 0.09 a | 0.9 ± 1.9 d | 16.7 ± 3.5 a | 0.94 ± 0.02 a | ||||
Flag | Non-Stratified | Rooted | CA | Pulse1 | 13.4 ± 2.3 cd | 3.0 ± 0.0 c | 0.82 ± 0.15 a | 3.3 ± 1.3 d | 5.3 ± 2.5 b | 0.99 ± 0.03 a |
Pulse2 | 16.2 ± 1.6 cd | 3.3 ± 0.6 c | 0.92 ± 0.08 a | 4.1 ± 1.2 d | 5.0 ± 2.6 b | 0.97 ± 0.03 a | ||||
Pulse3 | 12.7 ± 1.6 cd | 3.7 ± 0.6 bc | 0.81 ± 0.04 a | 4.1 ± 1.0 d | 5.0 ± 2.6 b | 0.97 ± 0.03 a | ||||
Flag | Stratified | Fallow | CA | Pulse1 | 11.5 ± 2.2 cd | 4.3 ± 0.6 bc | 0.81 ± 0.08 a | 1.9 ± 0.9 d | 3.3 ± 0.6 b | 0.94 ± 0.05 a |
Pulse2 | 5.6 ± 2.21 d | 8.7 ± 1.5 a | 0.65 ± 0.10 a | 0.6 ± 0.1 d | 9.0 ± 0.0 b | 0.98 ± 0.02 a | ||||
Pulse3 | 5.2 ± 1.43 d | 8.7 ± 1.5 a | 0.65 ± 0.08 a | 0.7 ± 0.1 d | 15.0 ± 0.0 a | 0.97 ± 0.02 a | ||||
Flag | Stratified | Rooted | CA | Pulse1 | 14.5 ± 6.2 cd | 3.0 ± 0.0 c | 0.85 ± 0.12 a | 4.2 ± 2.2 d | 5.3 ± 3.2 b | 0.98 ± 0.01 a |
Pulse2 | 10.6 ± 6.1 d | 4.7 ± 1.2 bc | 0.66 ± 0.34 a | 3.8 ± 1.4 d | 5.7 ± 2.1 b | 0.98 ± 0.01 a | ||||
Pulse3 | 11.0 ± 5.6 cd | 4.3 ± 1.5 bc | 0.68 ± 0.30 a | 5.1 ± 2.4 cd | 5.3 ± 2.5 b | 0.98 ± 0.01 a | ||||
p-value | - | - | - | - | <0.0001 | <0.0001 | 0.0218 | <0.0001 | <0.0001 | 0.0761 |
Dry | Non-Stratified | Fallow | SA | NA | 37.1 ± 2.3 a | 3.7 ± 0.6 a | 0.96 ± 0.05 a | 28.3 ± 1.2 a | 3.3 ± 0.6 a | 0.99 ± 0.01 a |
Dry | Stratified | Fallow | SA | NA | 33.5 ± 2.3 ab | 3.7 ± 0.6 a | 0.98 ± 0.02 a | 14.7 ± 4.3 b | 4.7 ± 1.2 a | 0.97 ± 0.03 a |
Dry | Non-Stratified | Fallow | CA | Pulse1 | 12.5 ± 1.1 bc | 4.0 ± 0.0 a | 0.82 ± 0.09 ab | 4.5 ± 1.4 c | 3.3 ± 0.6 a | 0.99 ± 0.01 a |
Pulse2 | 11.8 ± 6.7 c | 4.3 ± 1.5 a | 0.74 ± 0.16 ab | 3.4 ± 1.4 c | 4.0 ± 0.0 a | 0.99 ± 0.0 a | ||||
Pulse3 | 10.4 ± 0.8 c | 4.0 ± 0.0 a | 0.71 ± 0.09 ab | 3.9 ± 0.7 c | 3.0 ± 0.0 a | 0.99 ± 0.00 a | ||||
Dry | Stratified | Fallow | CA | Pulse1 | 6.6 ± 4.16 c | 5.3 ± 1.5 a | 0.66 ± 0.26 ab | 3.6 ± 2.7 c | 3.6 ± 1.2 a | 0.95 ± 0.06 a |
Pulse2 | 11.1 ± 4.38 c | 4.3 ± 1.2 a | 0.74 ± 0.13 ab | 3.9 ± 0.1 c | 4.3 ± 1.5 a | 0.98 ± 0.02 a | ||||
Pulse3 | 0.5 ± 0.43 c | 6.3 ± 0.6 a | 0.48 ± 0.05 b | 2.7 ± 1.2 c | 5.0 ± 1.0 a | 0.97 ± 0.01 a | ||||
p-value | - | - | - | - | 0.0003 | 0.1818 | 0.0059 | <0.0001 | 0.1563 | 0.4823 |
Initial Moisture Status | Substrate System | Container Profile | Irrigation z | Hydration Peak (g) y | Water Retention (g) x | Cumulative Leached (g) w | Water Application Efficiency (g) v | Max Weight after Effective Pulse (g) u |
---|---|---|---|---|---|---|---|---|
eCC t | Non-Stratified | Fallow | SA | 527.0 a a | 23.3 b | 1013.3 a | 2.3 b | 527.0 a |
eCC | Non-Stratified | Rooted | SA | 456.7 ab | 35.0 ab | 1011.0 a | 3.3 ab | 456.7 a |
eCC | Stratified | Fallow | SA | 546.0 a | 32.6 ab | 1009.0 ab | 3.3 ab | 403.3 a |
eCC | Stratified | Rooted | SA | 426.0 abc | 45.7 a | 995.0 b | 4.3 a | 426.0 a |
p-Value b | - | - | - | 0.4603 | 0.0060 | 0.0157 | <0.0191 | 0.4891 |
Flag s | Non-Stratified | Fallow | SA | 291.3 a | 187.3 ab | 152.0 c | 55.3 a | 426.7 a |
Flag | Non-Stratified | Rooted | SA | 217.3 b | 104.7 cd | 241.0 ab | 30.7 bc | 253.7 b |
Flag | Stratified | Fallow | SA | 303.7 a | 201.0 a | 145.0 c | 58.0 a | 403.3 a |
Flag | Stratified | Rooted | SA | 176.0 b | 60.0 d | 284.7 a | 17.3 c | 134.3 c |
Flag | Non-Stratified | Fallow | CA | 266.7 a | 223.7 a | 118.7 c | 65.3 a | 417.0 a |
Flag | Non-Stratified | Rooted | CA | 183.7 b | 123.3 c | 222.0 b | 35.7 b | 230.0 bc |
Flag | Stratified | Fallow | CA | 275.3 a | 231.7 a | 170.3 c | 69.3 a | 445.7 a |
Flag | Stratified | Rooted | CA | 186.7 b | 126.7 bc | 211.0 b | 37.7 b | 237.0 b |
p-Value | - | - | - | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 |
Dry r | Non-Stratified | Fallow | SA | 221.0 a | 86.3 b | 235.7 a | 26.7 b | 230.0 a |
Dry | Stratified | Fallow | SA | 272.3 a | 135.0 ab | 193.3 a | 41.0 ab | 261.0 a |
Dry | Non-Stratified | Fallow | CA | 227.7 a | 176.7 a | 155.3 a | 53.3 a | 308.7 a |
Dry | Stratified | Fallow | CA | 203.0 a | 157.0 ab | 103.0 a | 48.0 ab | 294.0 a |
p-Value | - | - | - | 0.1422 | 0.0492 | 0.1022 | 0.0565 | 0.4670 |
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Criscione, K.S.; Fields, J.S.; Owen, J.S., Jr. Root Exploration, Initial Moisture Conditions, and Irrigation Scheduling Influence Hydration of Stratified and Non-Stratified Substrates. Horticulturae 2022, 8, 826. https://doi.org/10.3390/horticulturae8090826
Criscione KS, Fields JS, Owen JS Jr. Root Exploration, Initial Moisture Conditions, and Irrigation Scheduling Influence Hydration of Stratified and Non-Stratified Substrates. Horticulturae. 2022; 8(9):826. https://doi.org/10.3390/horticulturae8090826
Chicago/Turabian StyleCriscione, Kristopher S., Jeb S. Fields, and James S. Owen, Jr. 2022. "Root Exploration, Initial Moisture Conditions, and Irrigation Scheduling Influence Hydration of Stratified and Non-Stratified Substrates" Horticulturae 8, no. 9: 826. https://doi.org/10.3390/horticulturae8090826
APA StyleCriscione, K. S., Fields, J. S., & Owen, J. S., Jr. (2022). Root Exploration, Initial Moisture Conditions, and Irrigation Scheduling Influence Hydration of Stratified and Non-Stratified Substrates. Horticulturae, 8(9), 826. https://doi.org/10.3390/horticulturae8090826