Author Contributions
Conceptualization, X.H., D.Z. and L.Y.; methodology, H.L., J.S. and X.H.; software, H.L. and J.S.; validation, H.L., X.H. and D.Z.; formal analysis, H.L., X.H. and K.Z.; investigation, H.L., J.S. and X.H.; resources, L.Y. and D.Z.; data curation, H.L. and X.H.; writing—original draft preparation, H.L., J.S. and Y.W.; writing—review and editing, H.L., L.Y., D.Z., T.C., K.Z., Y.W. and X.H.; visualization, H.L. and X.W.; supervision, X.H., L.Y. and T.C.; project administration, X.H.; funding acquisition, X.H., T.C. and L.Y. All authors have read and agreed to the published version of the manuscript.
Figure 1.
Daily seed emergence at different sowing depth (SD) levels: (a) SD 2.5 cm; (b) SD 4.0 cm; (c) SD 5.5 cm; (d) SD 7.0 cm; and (e) SD 8.5 cm.
Figure 1.
Daily seed emergence at different sowing depth (SD) levels: (a) SD 2.5 cm; (b) SD 4.0 cm; (c) SD 5.5 cm; (d) SD 7.0 cm; and (e) SD 8.5 cm.
Figure 2.
Response surface diagrams of interaction for seedling growth indexes: Effect of the interaction of relative soil moisture (RSM) and sowing depth (SD) on (a) emergence rate (ER) and (b) mean leaf number (MLN). Abbreviations: ER/Y1, emergence rate; MLN/Y2, mean leaf number; X1, relative soil moisture; X2, sowing depth.
Figure 2.
Response surface diagrams of interaction for seedling growth indexes: Effect of the interaction of relative soil moisture (RSM) and sowing depth (SD) on (a) emergence rate (ER) and (b) mean leaf number (MLN). Abbreviations: ER/Y1, emergence rate; MLN/Y2, mean leaf number; X1, relative soil moisture; X2, sowing depth.
Figure 3.
Calculation results of seedling growth indexes at different combinations of relative soil moisture (RSM) and sowing depth (SD): Calculation results of (a) emergence rate (ER), (b) mean leaf number (MLN), (c) mean plant height (MPH), and (d) uniformity (
), respectively. Columns sharing the same letter are not significantly different (p ≥ 0.05).
Figure 3.
Calculation results of seedling growth indexes at different combinations of relative soil moisture (RSM) and sowing depth (SD): Calculation results of (a) emergence rate (ER), (b) mean leaf number (MLN), (c) mean plant height (MPH), and (d) uniformity (
), respectively. Columns sharing the same letter are not significantly different (p ≥ 0.05).
Figure 4.
The seeding process with variable depth planting (VDP) method in the dryland. Abbreviations: RSM, relative soil moisture.
Figure 4.
The seeding process with variable depth planting (VDP) method in the dryland. Abbreviations: RSM, relative soil moisture.
Figure 5.
Maize growth under different validation treatments: (a) TCP-a; (b) TCP-b; (c) TCP-c; and (d) VDP-a.
Figure 5.
Maize growth under different validation treatments: (a) TCP-a; (b) TCP-b; (c) TCP-c; and (d) VDP-a.
Table 1.
RSM variation at different SD levels. Abbreviations: SD, sowing depth; RSM, relative soil moisture.
Table 1.
RSM variation at different SD levels. Abbreviations: SD, sowing depth; RSM, relative soil moisture.
| SD/cm | RSM at the End of the Experiment/% |
|---|
| Initial RSM of 60% | Initial RSM of 65% | Initial RSM of 70% | Initial RSM of 75% |
|---|
| 2.5 | 20 | 21 | 22 | 24 |
| 4.0 | 28 | 29 | 30 | 32 |
| 5.5 | 34 | 38 | 41 | 43 |
| 7.0 | 42 | 44 | 46 | 48 |
| 8.5 | 43 | 46 | 48 | 51 |
Table 2.
Regression equations for each maize seedling growth index. Abbreviations: ER/Y1, emergence rate; MLN/Y2, mean leaf number; MPH/Y3, mean plant height;
/Y4, uniformity; X1, relative soil moisture; X2, sowing depth.
Table 2.
Regression equations for each maize seedling growth index. Abbreviations: ER/Y1, emergence rate; MLN/Y2, mean leaf number; MPH/Y3, mean plant height;
/Y4, uniformity; X1, relative soil moisture; X2, sowing depth.
| Maize Seedling Growth Indexes | Regression Equations |
|---|
| ER | Y1 = −175.65600 + 6.77358 X1 + 12.62832 X2 − 0.13780 X1X2 − 0.04328 X12 − 0.25897 X22 |
| MLN | Y2 = −10.80738 + 0.33230 X1 + 0.72877 X2 − 5.88000 × 10−3 X1X2 − 2.20000 ×10−3 X12 − 0.02373 X22 |
| MPH | Y3 = −121.58531 + 3.90670 X1 +1.52899 X2 − 0.01536 X1X2 − 0.02638 X12 − 0.07238 X22 |
| Un | Y4 = −338.24438 + 9.73678 X1 +4.59507 X2 − 0.03836 X1X2 − 0.06660 X12 − 0.11754 X22 |
Table 3.
Significance analysis for each maize seedling growth index. Abbreviations: ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity; X1, relative soil moisture; X2, sowing depth.
Table 3.
Significance analysis for each maize seedling growth index. Abbreviations: ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity; X1, relative soil moisture; X2, sowing depth.
| Sources | ER | MLN | MPH | Un |
|---|
| F-Value | p-Value | F-Value | p-Value | F-Value | p-Value | F-Value | p-Value |
|---|
| Model | 23.07 | <0.0001 ** | 20.05 | <0.0001 ** | 9.28 | 0.0005 ** | 8.48 | 0.0007 ** |
| X1 | 15.95 | 0.0013 ** | 0.71 | 0.4140 | 32 | <0.0001 ** | 26.31 | 0.0002 ** |
| X2 | 17.57 | 0.0009 ** | 58.45 | <0.0001 ** | 6.26 | 0.0254 * | 6.73 | 0.0212 * |
| X1X2 | 45.61 | <0.0001 ** | 12.59 | 0.0032 ** | 0.50 | 0.4915 | 0.61 | 0.4481 |
| X12 | 20.00 | 0.0005 ** | 7.83 | 0.0142 * | 6.54 | 0.0228 * | 8.16 | 0.0127 * |
| X22 | 16.24 | 0.0012 ** | 20.66 | 0.0005 ** | 1.12 | 0.3085 | 0.58 | 0.4603 |
Table 4.
Comparison results of maize seedling growth indexes under different sowing depth (SD) levels. Abbreviations: ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity. Columns sharing the same letter are not significantly different (p ≥ 0.05).
Table 4.
Comparison results of maize seedling growth indexes under different sowing depth (SD) levels. Abbreviations: ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity. Columns sharing the same letter are not significantly different (p ≥ 0.05).
| SD/cm | ER/% | MLN/pc | MPH/cm | Un |
|---|
| 2.5 | 90.0833 b | 2.2433 c | 22.0725 a | 18.2833 b |
| 4.0 | 91.2842 ab | 2.3892 b | 21.2133 ab | 17.9608 b |
| 5.5 | 93.9317 a | 2.6933 a | 22.5308 a | 22.6108 a |
| 7.0 | 93.8967 a | 2.6983 a | 20.4733 b | 21.1567 a |
| 8.5 | 92.3617 ab | 2.6200 a | 20.1633 b | 22.0325 a |
Table 5.
Comparison results of maize seedling growth indexes under different relative soil moisture (RSM) levels. Abbreviations: ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity. Columns sharing the same letter are not significantly different (p ≥ 0.05).
Table 5.
Comparison results of maize seedling growth indexes under different relative soil moisture (RSM) levels. Abbreviations: ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity. Columns sharing the same letter are not significantly different (p ≥ 0.05).
| RSM/% | ER/% | MLN/pc | MPH/cm | Un |
|---|
| 60 | 92.5911 a | 2.6544 ab | 18.7244 c | 17.0889 c |
| 65 | 93.9899 a | 2.6878 ab | 20.8511 b | 20.6244 b |
| 70 | 95.2133 a | 2.7922 a | 22.3578 a | 25.8511 a |
| 75 | 91.7933 a | 2.5478 b | 22.2900 a | 24.1689 a |
Table 6.
Results of different validation treatments. Abbreviations: TCP, traditional constant-depth planting; VDP, variable depth planting; ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity.
Table 6.
Results of different validation treatments. Abbreviations: TCP, traditional constant-depth planting; VDP, variable depth planting; ER, emergence rate; MLN, mean leaf number; MPH, mean plant height;
, uniformity.
| Planting Method | Serial No. | Growth Indexes |
|---|
| ER/% | MLN/pc | MPH/cm | Un |
|---|
| TCP | a | 89.58 | 2.40 | 20.96 | 18.82 |
| b | 95.83 | 2.75 | 21.39 | 20.37 |
| c | 93.75 | 2.71 | 21.35 | 21.46 |
| VDP | a | 97.92 | 2.83 | 21.74 | 23.58 |
Table 7.
Test factor level. Abbreviations: SD, sowing depth; RSM, relative soil moisture; GSM, gravimetric soil moisture; VSM, volumetric soil moisture.
Table 7.
Test factor level. Abbreviations: SD, sowing depth; RSM, relative soil moisture; GSM, gravimetric soil moisture; VSM, volumetric soil moisture.
| Level | Factor | GSM/% (RSM to GSM) | VSM/% (RSM to GSM) |
|---|
| SD/cm | RSM/% |
|---|
| 1 | 2.5 | 60 | 11.4 | 14.82 |
| 2 | 4.0 | 65 | 12.35 | 16.06 |
| 3 | 5.5 | 70 | 13.3 | 17.29 |
| 4 | 7.0 | 75 | 14.25 | 18.53 |
| 5 | 8.5 | \ | \ | \ |
Table 8.
RSM data at depths of 5.5, 7.0, and 8.5 cm in two fields. Abbreviations: SD, sowing depth; RSM, relative soil moisture.
Table 8.
RSM data at depths of 5.5, 7.0, and 8.5 cm in two fields. Abbreviations: SD, sowing depth; RSM, relative soil moisture.
| SD/cm | Field 1 | Field 2 |
|---|
| RSM/% |
|---|
| 5.5 | 60 | 65 |
| 7.0 | 65 | 70 |
| 8.5 | 70 | 75 |
Table 9.
Main treatments in the validation experiment. Abbreviations: TCP, traditional constant-depth planting; VDP, variable depth planting; SD, sowing depth; RSM, relative soil moisture.
Table 9.
Main treatments in the validation experiment. Abbreviations: TCP, traditional constant-depth planting; VDP, variable depth planting; SD, sowing depth; RSM, relative soil moisture.
| Planting Method | Serial No. | Plot 1 | Plot 2 |
|---|
| SD/cm | RSM/% | SD/cm | RSM/% |
|---|
| TCP | a | 5.5 | 60 | 5.5 | 65 |
| b | 7.0 | 65 | 7.0 | 70 |
| c | 8.5 | 70 | 8.5 | 75 |
| VDP | a | 7.0 | 70 | 8.5 | 70 |