Author Contributions
S.A.H., data curation, investigation, methodology, visualization, formal analysis, writing—original draft, and writing—review and editing; K.T.M., conceptualization, funding acquisition, project administration, resources, supervision, visualization, and writing—review and editing. All authors have read and agreed to the published version of the manuscript.
Figure 1.
Diagram represents different planting spaces for two different replicates from two and three row beds with one emitter per tree with 53% ETc for A1, B1, E1, and F1 plots, one emitter per tree at 81% ETc for A, E, and F plots, one emitter per two tree providing 40.5%ETc per tree for B, C, and G plots, and one emitter per two trees providing 26.5% ETc per tree for C1 plot.
Figure 1.
Diagram represents different planting spaces for two different replicates from two and three row beds with one emitter per tree with 53% ETc for A1, B1, E1, and F1 plots, one emitter per tree at 81% ETc for A, E, and F plots, one emitter per two tree providing 40.5%ETc per tree for B, C, and G plots, and one emitter per two trees providing 26.5% ETc per tree for C1 plot.
Figure 2.
Impact of irrigation rate (A) and planting densities (B) of young citrus trees on root length growth (cm) during 2018–2019 at the southwest Florida research and education center demonstration grove.
Figure 2.
Impact of irrigation rate (A) and planting densities (B) of young citrus trees on root length growth (cm) during 2018–2019 at the southwest Florida research and education center demonstration grove.
Figure 3.
Root images during growing season of 2018 represented the effect of tree densities and irrigation treatments on root development. Images (a–c) represent 100% ET irrigation rate and images (d–f) represented 62% ET irrigation rate at 447, 598, and 745 trees per ha, respectively.
Figure 3.
Root images during growing season of 2018 represented the effect of tree densities and irrigation treatments on root development. Images (a–c) represent 100% ET irrigation rate and images (d–f) represented 62% ET irrigation rate at 447, 598, and 745 trees per ha, respectively.
Figure 4.
Root images during the growing season of 2018 represented the effect of tree densities and irrigation treatments on root development. Images (a–c) represent 100% ET irrigation rate and images (d–f) represented 62% ET irrigation rate at 512, 717, and 897 trees per acre, respectively.
Figure 4.
Root images during the growing season of 2018 represented the effect of tree densities and irrigation treatments on root development. Images (a–c) represent 100% ET irrigation rate and images (d–f) represented 62% ET irrigation rate at 512, 717, and 897 trees per acre, respectively.
Figure 5.
Impact of irrigation rate (A) and planting densities (B) of young citrus trees on root length growth (cm) during 2018–2019 at the southwest Florida research and education center demonstration grove.
Figure 5.
Impact of irrigation rate (A) and planting densities (B) of young citrus trees on root length growth (cm) during 2018–2019 at the southwest Florida research and education center demonstration grove.
Figure 6.
Impact of irrigation rates of 26.5% (a), 40.5% (b), 53% (c), and 81% (d) ETo on young citrus trees root growth during growing season in 2019 at the southwest Florida research and education center demonstration grove.
Figure 6.
Impact of irrigation rates of 26.5% (a), 40.5% (b), 53% (c), and 81% (d) ETo on young citrus trees root growth during growing season in 2019 at the southwest Florida research and education center demonstration grove.
Figure 7.
Impact of planting densities of 447 (a), 512 (b), 598 (c), 717 (d), 745 (e), and 897 (f) young citrus trees per hectare on root growth during growing season in 2019 at the southwest Florida research and education center demonstration grove.
Figure 7.
Impact of planting densities of 447 (a), 512 (b), 598 (c), 717 (d), 745 (e), and 897 (f) young citrus trees per hectare on root growth during growing season in 2019 at the southwest Florida research and education center demonstration grove.
Figure 8.
Impact of irrigation rate (a) and planting densities (b) of young citrus trees on root survival during 2018–2019 at the southwest Florida research and education center demonstration grove.
Figure 8.
Impact of irrigation rate (a) and planting densities (b) of young citrus trees on root survival during 2018–2019 at the southwest Florida research and education center demonstration grove.
Figure 9.
Impact of irrigation rate and planting densities of young citrus trees on root survival during 2019–2020 at the southwest Florida research and education center demonstration grove.
Figure 9.
Impact of irrigation rate and planting densities of young citrus trees on root survival during 2019–2020 at the southwest Florida research and education center demonstration grove.
Table 1.
Average tree height, trunk diameter (TD), leaf area (LA), and canopy volume (CV) measurements of the young citrus trees under different irrigation rates (I) at different density (D) with dependent variables measured over time at the demonstration grove at the Southwest Florida Research and Education Center.
Table 1.
Average tree height, trunk diameter (TD), leaf area (LA), and canopy volume (CV) measurements of the young citrus trees under different irrigation rates (I) at different density (D) with dependent variables measured over time at the demonstration grove at the Southwest Florida Research and Education Center.
Model Variables and Interaction | February 2018 | May 2018 | December 2018 | Differences in Growth * |
---|
Height | TD | TD | LA | Height | TD | LA | CV | Height | TD | LA |
---|
p > F ** | | | |
---|
I | 0.2156 | 0.1104 | 0.7513 | 0.0061 | 0.5323 | 0.0306 | 0.3300 | 0.1564 | 0.6688 | 0.0527 | 0.6341 |
D | 0.1414 | 0.9938 | 0.8062 | 0.9094 | 0.0034 | 0.5044 | <0.0001 | 0.3888 | 0.0094 | 0.5058 | 0.0029 |
I × D | 0.1524 | 0.1550 | 0.4120 | 0.9197 | 0.0468 | 0.8716 | 0.9303 | 0.8376 | 0.1983 | 0.8494 | 0.9200 |
Main effect means | |
Irrigation rate | cm | mm | mm | m2 | cm | mm | m2 | m3 | | | |
62% | 74.2 | 6.93 | 9.86 | 0.27 | 116 | 19.5 | 1.96 | 0.2430 | 41.8 | 12.7 | 1.69 |
100% | 74.9 | 7.02 | 9.81 | 0.16 | 115 | 20.1 | 1.89 | 0.2218 | 40.1 | 13.1 | 1.73 |
D (trees per ha) | | | |
447 | 74.9 | 6.98 | 9.77 | 0.25 | 115 | 19.2 | 1.44 | 0.2332 | 40.1 | 12.2 | 1.19 |
512 | 74.4 | 6.96 | 9.91 | 0.23 | 106 | 20.3 | 1.83 | 0.1993 | 31.6 | 13.3 | 1.60 |
598 | 72.4 | 6.96 | 9.60 | 0.23 | 118 | 19.2 | 1.74 | 0.2418 | 45.6 | 12.2 | 1.51 |
717 | 74.9 | 6.98 | 9.75 | 0.20 | 120 | 19.8 | 1.99 | 0.2324 | 45.1 | 12.8 | 1.79 |
745 | 73.6 | 6.97 | 9.88 | 0.20 | 124 | 19.9 | 1.78 | 0.2548 | 50.4 | 12.9 | 1.58 |
897 | 75.8 | 6.99 | 9.96 | 0.19 | 114 | 20.2 | 2.50 | 0.2443 | 38.2 | 13.2 | 2.31 |
Table 2.
Average tree height, trunk diameter (TD), and canopy volume (CV) measurements of the young citrus trees under different irrigation rates (I) at different density (D) with dependent variables measured over time at the demonstration grove at the Southwest Florida Research and Education Center.
Table 2.
Average tree height, trunk diameter (TD), and canopy volume (CV) measurements of the young citrus trees under different irrigation rates (I) at different density (D) with dependent variables measured over time at the demonstration grove at the Southwest Florida Research and Education Center.
Model Variables and Interaction | May 2019 | December 2019 | June 2020 | Differences in Growth |
---|
Height | TD | CV | Height | TD | CV | Height | TD | CV | Height | TD | CV |
---|
p > F | | | |
---|
I | 0.0004 | 0.0063 | 0.0142 | 0.0049 | 0.0026 | <0.0001 | <0.0001 | 0.0001 | <0.0001 | 0.0242 | 0.0282 | <0.0001 |
D | 0.1186 | 0.0124 | 0.3322 | 0.1388 | 0.1655 | 0.0062 | 0.6257 | 0.6410 | 0.0074 | 0.4487 | 0.6195 | 0.0186 |
I × D | 0.9386 | 0.2953 | 0.5278 | 0.6819 | 0.3197 | <0.0001 | 0.0459 | 0.2297 | <0.0001 | 0.0600 | 0.0577 | <0.0001 |
Main effect means |
I | cm | mm | m3 | cm | mm | m3 | cm | mm | m3 | cm | mm | m3 |
26.5 | 120 | 22.0 | 0.48 | 129 | 31.7 | 1.06 | 128 | 34.5 | 1.30 | 8 | 12.5 | 0.82 |
40.5 | 122 | 23.6 | 0.53 | 130 | 32.1 | 1.56 | 131 | 35.6 | 1.82 | 9 | 12 | 1.29 |
53 | 113 | 22.6 | 0.57 | 137 | 35.3 | 1.72 | 139 | 37.4 | 2.27 | 26 | 14.8 | 1.70 |
81 | 116 | 23.8 | 0.74 | 140 | 34.1 | 1.81 | 150 | 39.9 | 3.11 | 34 | 16.1 | 2.37 |
D (trees per ha) | | | |
447 | 115 | 21.3 | 0.55 | 135 | 33.4 | 1.61 | 138 | 38.0 | 2.61 | 23 | 16.7 | 2.06 |
512 | 113 | 22.7 | 0.42 | 124 | 29.8 | 1.34 | 135 | 35.1 | 2.20 | 22 | 12.4 | 1.78 |
598 | 119 | 21.9 | 0.54 | 138 | 34.8 | 1.84 | 140 | 38.6 | 2.59 | 21 | 16.7 | 2.05 |
717 | 112 | 23.3 | 0.48 | 127 | 31.6 | 1.27 | 133 | 36.7 | 2.15 | 21 | 13.4 | 1.67 |
745 | 122 | 23.4 | 0.72 | 139 | 34.6 | 1.86 | 143 | 38.3 | 2.52 | 21 | 14.9 | 1.80 |
897 | 116 | 24.2 | 0.53 | 131 | 32.4 | 1.51 | 135 | 36.2 | 2.25 | 19 | 12.0 | 1.72 |
Table 3.
Effect of irrigation rates (I) and different planting density (D) on root development and lifespan of citrus tree roots during 2018 and 2019 measurements at the demonstration grove at the southwest Florida research and education center.
Table 3.
Effect of irrigation rates (I) and different planting density (D) on root development and lifespan of citrus tree roots during 2018 and 2019 measurements at the demonstration grove at the southwest Florida research and education center.
Model Variables and Interaction | Number of Roots * | Root Length (cm) * | Average Root Diameter (mm) | Root Lifespan (days) ¶ |
---|
p > F |
---|
I | <0.0001 | <0.0001 | 0.7692 | 0.8471 |
D | 0.0002 | <0.0001 | 0.0186 | 0.0071 |
M | <0.0001 | <0.0001 | 0.0020 | - |
I × D | <0.0001 | <0.0001 | 0.0044 | ˂0.0001 |
I × D × M | 0.0053 | 0.0005 | 0.3088 | - |
Main effect means | | | | |
I |
62% | 9 | 32.3 | 6.1 | 153 |
100% | 7 | 24.5 | 6.0 | 150 |
D (trees per ha) |
447 | 10 | 43.1 | 6.6 | 164 |
512 | 8 | 26.1 | 4.3 | 146 |
598 | 6 | 16.5 | 7.3 | 120 |
717 | 9 | 35.5 | 5.1 | 179 |
745 | 6 | 22.2 | 6.8 | 115 |
897 | 8 | 27.1 | 6.4 | 188 |
Table 4.
Effect of irrigation rates (I), different planting density (D), and the month of measurements (M) on root development and lifespan of citrus tree roots during 2019 and 2020 measurements at the demonstration grove at the southwest Florida research and education center.
Table 4.
Effect of irrigation rates (I), different planting density (D), and the month of measurements (M) on root development and lifespan of citrus tree roots during 2019 and 2020 measurements at the demonstration grove at the southwest Florida research and education center.
Model Variables and Interaction | Number of Roots * | Root Length (cm)* | Average Root Diameter (mm) | Root Lifespan (days) ¶ |
---|
p > F |
---|
I | 0.0018 | 0.0198 | 0.0207 | 0.0442 |
D | 0.4637 | 0.5616 | 0.1337 | 0.2640 |
M | <0.0001 | <0.0001 | 0.0226 | - |
I × D | 0.0040 | 0.0873 | 0.0312 | 0.3434 |
I × D × M | 0.9944 | 0.9987 | 0.4794 | - |
Main effect means | | | | |
I |
26.5 | 2.4 | 7.8 | 0.90 | 178 |
40.5 | 4.0 | 11.6 | 0.81 | 258 |
53 | 4.1 | 10.7 | 0.74 | 305 |
81 | 4.9 | 14.8 | 0.71 | 331 |
D (trees per ha) |
447 | 4.6 | 12.5 | 0.86 | 296 |
512 | 4.7 | 12.1 | 0.66 | 294 |
598 | 4.1 | 12.0 | 0.79 | 339 |
717 | 4.7 | 14.1 | 0.76 | 329 |
745 | 2.8 | 8.2 | 0.79 | 199 |
897 | 4.1 | 12.2 | 0.82 | 298 |
Table 5.
Results of the Kaplan–Meier estimate of root survival under different irrigation rates during 2018 and 2019 measurements at the demonstration grove at the southwest Florida research and education center.
Table 5.
Results of the Kaplan–Meier estimate of root survival under different irrigation rates during 2018 and 2019 measurements at the demonstration grove at the southwest Florida research and education center.
Time of Event (Days) | Number of Roots Died | Live at the Start of the Day (n) | Survival Probability | Standard Error |
---|
62% ETc Irrigation | 100% ETc Irrigation | 62% ETc Irrigation | 100% ETc Irrigation | 62% ETc Irrigation | 100% ETc Irrigation | 62% ETc Irrigation | 100% ETc Irrigation | 62% ETc Irrigation | 100% ETc Irrigation |
---|
63 | 65 | 1 | 2 | 26 | 27 | 0.962 | 0.926 | 0.0377 | 0.0504 |
85 | 86 | 3 | 6 | 25 | 25 | 0.846 | 0.704 | 0.0708 | 0.0879 |
86 | 106 | 4 | 1 | 22 | 19 | 0.692 | 0.667 | 0.0905 | 0.0907 |
97 | 114 | 1 | 1 | 18 | 18 | 0.654 | 0.63 | 0.0933 | 0.0929 |
115 | 118 | 2 | 4 | 17 | 17 | 0.577 | 0.481 | 0.0969 | 0.0962 |
121 | 153 | 1 | 1 | 15 | 13 | 0.538 | 0.444 | 0.0978 | 0.0956 |
128 | 162 | 1 | 1 | 14 | 12 | 0.5 | 0.407 | 0.0981 | 0.0946 |
141 | 183 | 3 | 2 | 13 | 11 | 0.385 | 0.333 | 0.0954 | 0.0907 |
161 | 191 | 3 | 1 | 10 | 9 | 0.269 | 0.296 | 0.087 | 0.0879 |
178 | 211 | 1 | 2 | 7 | 8 | 0.231 | 0.222 | 0.0826 | 0.08 |
234 | 212 | 1 | 3 | 6 | 6 | 0.192 | 0.111 | 0.0773 | 0.0605 |
261 | 233 | 3 | 1 | 5 | 3 | 0.0769 | 0.0741 | 0.0523 | 0.0504 |
267 | 261 | 1 | 1 | 2 | 2 | 0.0385 | 0.037 | 0.0377 | 0.0363 |
365 | 329 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 |
Table 6.
Kaplan–Meier estimate of root survival under different planting density during 2018 and 2019 measurements at the demonstration grove at the southwest Florida research and education. center.
Table 6.
Kaplan–Meier estimate of root survival under different planting density during 2018 and 2019 measurements at the demonstration grove at the southwest Florida research and education. center.
Time of Event (days) | Number of Roots Died | Live at the Start of the Day (n) | Survival Probability | Standard Error |
---|
Planting density of 447 trees per ha |
115 | 2 | 6 | 0.667 | 0.192 |
178 | 1 | 4 | 0.5 | 0.204 |
183 | 2 | 3 | 0.167 | 0.152 |
211 | 1 | 1 | 0 | 0 |
Planting density of 512 trees per ha |
86 | 3 | 11 | 0.727 | 0.134 |
114 | 1 | 8 | 0.636 | 0.145 |
141 | 3 | 7 | 0.364 | 0.145 |
161 | 3 | 4 | 0.0909 | 0.0867 |
329 | 1 | 1 | 0 | 0 |
Planting density of 598 trees per ha |
85 | 3 | 7 | 0.571 | 0.187 |
86 | 1 | 4 | 0.429 | 0.187 |
128 | 1 | 3 | 0.286 | 0.171 |
162 | 1 | 2 | 0.143 | 0.132 |
211 | 1 | 1 | 0 | 0 |
Planting density of 717 trees per ha |
65 | 2 | 10 | 0.8 | 0.126 |
86 | 2 | 8 | 0.6 | 0.155 |
106 | 1 | 6 | 0.5 | 0.158 |
234 | 1 | 5 | 0.4 | 0.155 |
261 | 3 | 4 | 0.1 | 0.0949 |
365 | 1 | 1 | 0 | 0 |
Planting density of 745 trees per ha |
63 | 1 | 10 | 0.9 | 0.0949 |
86 | 2 | 9 | 0.7 | 0.145 |
97 | 1 | 7 | 0.6 | 0.155 |
118 | 4 | 6 | 0.2 | 0.126 |
153 | 1 | 2 | 0.1 | 0.0949 |
191 | 1 | 1 | 0 | 0 |
Planting density of 897 trees per ha |
86 | 2 | 9 | 0.778 | 0.139 |
121 | 1 | 7 | 0.667 | 0.157 |
212 | 3 | 6 | 0.333 | 0.157 |
233 | 1 | 3 | 0.222 | 0.139 |
261 | 1 | 2 | 0.111 | 0.105 |
267 | 1 | 1 | 0 | 0 |
Table 7.
Results of the Kaplan–Meier estimate of root survival under different irrigation rates during 2019 and 2020 measurements at the demonstration grove at the southwest Florida research and education center.
Table 7.
Results of the Kaplan–Meier estimate of root survival under different irrigation rates during 2019 and 2020 measurements at the demonstration grove at the southwest Florida research and education center.
Time of Event (days) | Number of Roots Died | Live at the Day (n) | Survival Probability | Standard Error |
---|
26.5% ETc | 40.5% ETc | 53% ETc | 81% ETc | 26.5% ETc | 40.5% ETc | 53% ETc | 81% ETc | 26.5% ETc | 40.5% ETc | 53% ETc | 81% ETc | 26.5% ETc | 40.5% ETc | 53% ETc | 81% ETc | 26.5% ETc | 40.5% ETc | 53% ETc | 81% ETc |
---|
68 | 160 | 158 | 191 | 1 | 4 | 1 | 3 | 5 | 12 | 28 | 15 | 0.80 | 0.67 | 0.96 | 0.80 | 0.18 | 0.14 | 0.04 | 0.10 |
99 | 191 | 191 | 251 | 1 | 1 | 6 | 2 | 4 | 8 | 27 | 12 | 0.60 | 0.58 | 0.75 | 0.67 | 0.22 | 0.14 | 0.08 | 0.12 |
160 | 220 | 221 | 283 | 1 | 1 | 1 | 1 | 3 | 7 | 21 | 10 | 0.40 | 0.50 | 0.71 | 0.60 | 0.22 | 0.14 | 0.09 | 0.13 |
250 | 250 | 244 | 312 | 1 | 2 | 1 | 2 | 2 | 6 | 20 | 9 | 0.20 | 0.33 | 0.68 | 0.47 | 0.18 | 0.14 | 0.09 | 0.13 |
312 | 335 | 280 | 434 | 1 | 1 | 2 | 7 | 1 | 4 | 19 | 7 | 0.00 | 0.25 | 0.61 | 0.00 | 0.00 | 0.13 | 0.09 | 0.00 |
| 342 | 283 | | | 1 | 2 | | | 3 | 17 | | | 0.17 | 0.54 | | | 0.11 | 0.09 | |
| 434 | 312 | | | 2 | 2 | | | 2 | 15 | | | 0.00 | 0.46 | | | 0.00 | 0.09 | |
| | 342 | | | | 2 | | | | 13 | | | | 0.39 | | | | 0.09 | |
| | 372 | | | | 3 | | | | 11 | | | | 0.29 | | | | 0.09 | |
| | 373 | | | | 2 | | | | 8 | | | | 0.21 | | | | 0.08 | |
| | 434 | | | | 6 | | | | 6 | | | | 0.00 | | | | 0.00 | |
Table 8.
Kaplan–Meier estimate of root survival under different planting density during 2019 and 2020 measurements at the demonstration grove at the southwest Florida research and education center.
Table 8.
Kaplan–Meier estimate of root survival under different planting density during 2019 and 2020 measurements at the demonstration grove at the southwest Florida research and education center.
Time of Event (days) | Number of Roots Died | Live at the Start of the day (n) | Survival Probability | Standard Error |
---|
Planting density of 447 trees per ha |
191 | 3 | 12 | 0.75 | 0.13 |
283 | 3 | 9 | 0.50 | 0.14 |
342 | 1 | 6 | 0.42 | 0.14 |
373 | 1 | 5 | 0.33 | 0.14 |
434 | 4 | 4 | 0.00 | 0.00 |
Planting density of 512 trees per ha |
158 | 1 | 13 | 0.92 | 0.07 |
19 | 3 | 12 | 0.69 | 0.13 |
251 | 1 | 9 | 0.62 | 0.14 |
280 | 1 | 8 | 0.54 | 0.14 |
342 | 1 | 7 | 0.46 | 0.14 |
372 | 2 | 6 | 0.31 | 0.13 |
434 | 4 | 4 | 0.00 | 0.00 |
Planting density of 598 trees per ha |
220 | 1 | 9 | 0.89 | 0.11 |
221 | 1 | 8 | 0.78 | 0.14 |
250 | 1 | 7 | 0.67 | 0.16 |
342 | 1 | 6 | 0.56 | 0.17 |
373 | 1 | 5 | 0.44 | 0.17 |
434 | 4 | 4 | 0.00 | 0.00 |
Planting density of 717 trees per ha |
220 | 1 | 7 | 0.86 | 0.13 |
312 | 3 | 6 | 0.43 | 0.19 |
434 | 3 | 3 | 0.00 | 0.00 |
Planting density of 745 trees per ha |
250 | 1 | 4 | 0.75 | 0.22 |
312 | 1 | 3 | 0.50 | 0.25 |
335 | 1 | 2 | 0.25 | 0.22 |
372 | 1 | 1 | 0.00 | 0.00 |
Planting density of 897 trees per ha |
251 | 1 | 5 | 0.80 | 0.18 |
280 | 1 | 4 | 0.60 | 0.22 |
312 | 1 | 3 | 0.40 | 0.22 |
372 | 1 | 2 | 0.20 | 0.18 |
434 | 1 | 1 | 0.00 | 0.00 |