Enhancing Soil Conditions and Maize Yield Efficiency through Rational Conservation Tillage in Aeolian Semi-Arid Regions: A TOPSIS Analysis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Site Description
2.2. Experimental Design
2.3. Measurement and Methods
2.3.1. Rainfall during Growth Period
2.3.2. Soil Bulk Density
2.3.3. Soil Water Content
- (1)
- Soil weight moisture content = (fresh soil quality-dried soil quality)/dried soil quality × 100%.
- (2)
- Soil water storage (mm) = soil depth (cm) × soil bulk density (g·cm−3)× soil weight moisture content (%) × 10.
- (3)
- Soil water consumption (mm) = soil water storage at sowing stage (mm) − soil water storage at maturity stage (mm) + effective precipitation greater than 5 mm at growth stage (mm).
- (4)
- Water use efficiency (WUE, kg·ha−1·mm−1) = grain yield (kg·ha−1)/total soil water consumption (mm).
2.3.4. Soil Nitrate Nitrogen and Ammonium Nitrogen
2.3.5. Soil Dissolved Organic Carbon (DOC)
2.3.6. Soil Wind Erosion
2.3.7. Sediment Discharge
2.3.8. Net Photosynthetic Rate and Stomatal Conductance of Maize
2.3.9. Grain Yield
2.4. Multi-Objective Decision Making and Evaluation Based on TOPSIS
- (1)
- The raw data exhibit a discernible trend. For a comprehensive assessment of multi-objective optimal farming methods, it is essential to categorize and analyze the evaluative indicators, which include those that are extremely large, extremely small, intermediate, and interval-based. In this study, a positive processing approach is adopted for these indicators, where a higher value signifies a more favorable outcome. Consequently, it is imperative to normalize the extremely small, intermediate, and interval-based indicators. Given that this study primarily involves indicators of very large and very small magnitudes, only minor adjustments are required to co-trend these indicators. The specific formula for this transformation is presented as follows:
- (2)
- Construct a standardized evaluation matrix to systematically organize the data for analyses. Let us consider a scenario with m distinct evaluation schemes and n evaluative indicators, as depicted in the matrix below.Matrix (5) is normalized using Equation (6), and a normalized matrix, Matrix (7), is obtained.
- (3)
- Determine the weight indicator. The entropy weight method is used to determine the weight of the indicators. The specific methods are as follows:Here, if , then define .Through the above calculation formula, the weighting matrix Y can be obtained.
- (4)
- Calculate the comprehensive evaluation index. The maximum (small) value of each column element of matrix Y is taken to form the optimal (inferior) vector (), and the distance between each column element and () is calculated to obtain a comprehensive evaluation index for each treatment. The calculation process is as follows:
2.5. Data Analysis
3. Results
3.1. Characteristics of Precipitation Distribution in the Test Area
3.2. Soil Water
3.2.1. Soil Moisture Content
3.2.2. Soil Water Storage
3.3. Soil Available Nutrient Content
3.3.1. Soil Nitrate Nitrogen
3.3.2. Soil Ammonium Nitrogen
3.3.3. Soil DOC
3.4. Soil Wind Erosion
3.4.1. Soil Sediment Transport Capacity
3.4.2. Soil Wind Erosion
3.5. Crop Photosynthesis
3.6. Crop Yield and Water Use Efficiency
3.6.1. Yield
3.6.2. WUE
3.7. Multi-Objective Decision Making and Evaluation Based on TOPSIS
4. Discussion
4.1. Effects of Different Treatments on Water Utilization and Nutrient Absorption
4.2. Effects of Different Treatments on Soil Wind Erosion
4.3. Effects of Different Treatments on Maize Photosynthesis
4.4. Effects of Different Treatments on Maize Yield and Water Use Efficiency
5. Conclusions
- (1)
- No-tillage combined with straw mulching, as opposed to traditional tillage, enhanced soil water content during the critical jointing and filling stages of maize growth and boosted water retention at the sowing stage. This practice significantly influenced the levels of nitrate nitrogen, soluble organic carbon, and ammonium nitrogen in the top 0–20 cm of soil, creating optimal conditions for water and nutrient availability, essential for maize cultivation.
- (2)
- In regions grappling with aeolian semi-arid conditions and wind-blown sand, no-tillage straw mulching proved effective in curtailing soil sediment transport and wind erosion, particularly at heights of 30–40 cm above the ground. This method aids in the management of farmland wind erosion and bolsters the protection of the ecological environment.
- (3)
- Both no-tillage with full straw mulching (NTFS) and no-tillage with half straw mulching (NTHS) exhibited markedly higher yields and water use efficiency (WUE) than conventional tillage (CT). Notably, NTHS outperformed the others, with its yield and WUE showing increases ranging from 14.5% to 16.6% and from 18.3% to 21.7%, respectively.
- (4)
- TOPSIS analysis outcomes indicate that under the NTHS treatment, there was a comprehensive improvement across various parameters—soil water, nutrient availability, wind erosion, maize photosynthesis, yield, and WUE. NTHS scored the highest in these categories, suggesting its superiority as a tillage method in semi-arid regions where wind-blown sand is a concern.
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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Code | Treatment | Specific Operation |
---|---|---|
NTFS | No-tillage with full straw mulching | After the autumn harvest, all straw is retained in the experimental field. In the subsequent year, the crop is sown directly without tillage, following a single pass of straw crushing. |
NTHS | No-tillage with half straw mulching | During the autumn harvest, only half of the straw row is removed to achieve a half straw mulching effect. The remaining straw residue is then incorporated into the soil, and the crop is sown without tillage in the following year. |
NT | No-tillage with no straw mulching | After the autumn harvest, the stubble is entirely removed. The crop is sown without tillage in the next year, leaving the soil bare of straw mulch. |
CT | Conventional tillage with no straw mulching | Upon completion of the autumn harvest, all stubble and straw are removed. The soil is then subjected to conventional tillage practices, including rotation and ridging, in preparation for the next year’s planting. |
Year | Seedling Stage | Jointing Stage | Tasseling Stage | Filling Stage | Mature Stage | Growth Stage |
---|---|---|---|---|---|---|
2021 | 55.9 | 108.9 | 56.8 | 98.4 | 70.1 | 390.1 |
2022 | 57.9 | 118.9 | 91.8 | 103.8 | 26.0 | 398.4 |
Average | 38.2 | 81.4 | 128.6 | 110.3 | 47.4 | 406.0 |
Year | Treatment | Jointing Stage | Filling Stage | ||
---|---|---|---|---|---|
0–20 cm (%) | 20–40 cm (%) | 0–20 cm (%) | 20–40 cm (%) | ||
2021 | NTFS | 18.60 ± 0.08 b | 19.37 ± 0.72 b | 14.37 ± 0.38 b | 17.81 ± 0.83 b |
NTHS | 19.61 ± 0.68 b | 20.62 ± 0.58 b | 14.28 ± 0.93 b | 17.28 ± 0.16 b | |
NT | 17.09 ± 1.20 ab | 18.21 ± 0.38 ab | 12.39 ± 0.85 ab | 15.73 ± 1.15 a | |
CT | 16.91 ± 0.35 a | 17.28 ± 1.21 a | 11.68 ± 0.18 a | 16.38 ± 0.29 a | |
2022 | NTFS | 17.74 ± 0.36 b | 17.63 ± 0.83 b | 11.13 ± 0.63 b | 12.20 ± 0.70 a |
NTHS | 18.51 ± 0.06 b | 18.73 ± 0.60 b | 12.05 ± 0.46 b | 12.63 ± 0.18 a | |
NT | 15.53 ± 1.40 a | 16.14 ± 0.63 a | 10.21 ± 0.08 a | 11.54 ± 1.10 a | |
CT | 16.21 ± 0.92 a | 16.43 ± 1.22 a | 10.07 ± 0.15 a | 11.45 ± 0.62 a |
Year | Treatment | Sowing Stage (mm) | Maturity Stage (mm) |
---|---|---|---|
2021 | NTFS | 321.2 ± 25.9 a | 273.4 ± 12.8 a |
NTHS | 311.6 ± 42.6 a | 275.8 ± 13.1 a | |
NT | 291.3 ± 12.8 ab | 281.5 ± 16.2 a | |
CT | 279.5 ± 23.7 b | 289.0 ± 19.3 a | |
2022 | NTFS | 362.2 ± 18.9 a | 310.3 ± 22.5 a |
NTHS | 338.7 ± 12.8 a | 296.8 ± 12.3 a | |
NT | 311.0 ± 28.7 b | 291.5 ± 19.1 a | |
CT | 311.8 ± 33.5 b | 285.1 ± 22.8 a |
Year | Treatment | 30–40 cm | 40–50 cm | 50–60 cm | 60–70 cm | 70–80 cm |
---|---|---|---|---|---|---|
2021 | NTFS | 24.5 ± 1.1 c | 20.5 ± 2.2 a | 19.6 ± 3.3 a | 15.9 ± 2.2 a | 13.8 ± 1.1 a |
NTHS | 25.2 ± 0.7 bc | 19.1 ± 0.6 a | 16.2 ± 0.4 a | 14.7 ± 1.0 a | 13.7 ± 1.0 a | |
NT | 30.2 ± 3.3 ab | 22.3 ± 4.2 a | 19.2 ± 4.4 a | 16.8 ± 4.0 a | 14.9 ± 3.4 a | |
CT | 34.5 ± 3.2 a | 23.6 ± 5.2 a | 20.9 ± 3.5 a | 17.4 ± 2.5 a | 16.1 ± 2.2 a | |
2022 | NTFS | 25.0 ± 2.6 b | 19.9 ± 1.7 a | 17.0 ± 0.8 a | 13.7 ± 1.2 a | 13.1 ± 0.4 a |
NTHS | 25.8 ± 4.3 b | 20.9 ± 2.9 a | 16.6 ± 1.5 a | 14.7 ± 1.2 a | 13.7 ± 1.2 a | |
NT | 29.0 ± 1.9 ab | 22.5 ± 3.8 a | 19.2 ± 3.8 a | 16.5 ± 2.9 a | 15.2 ± 3.2 a | |
CT | 33.0 ± 5.1 a | 22.8 ± 3.3 a | 18.9 ± 2.4 a | 16.7 ± 1.4 a | 15.9 ± 1.3 a |
Year | Treatment | Yield | WUE |
---|---|---|---|
(kg·hm−2) | (kg·hm−2·mm−1) | ||
2021 | NTFS | 12,578.0 ± 237.2 c | 23.40 ± 0.35 b |
NTHS | 12,857.5 ± 239.6 c | 24.77 ± 1.02 b | |
NT | 11,744.5 ± 110.9 b | 22.09 ± 0.09 b | |
CT | 10,791.8 ± 158.3 a | 19.22 ± 0.32 a | |
2022 | NTFS | 12,263.5 ± 156.1 b | 20.01 ± 0.49 b |
NTHS | 12,465.5 ± 52.5 b | 20.47 ± 0.08 b | |
NT | 11,121.5 ± 229.8 ab | 17.07 ± 0.49 a | |
CT | 10,888.8 ± 274.2 a | 17.31 ± 0.32 a |
Year | Treatment | D+ | D- | SI | Ranking |
---|---|---|---|---|---|
2021 | NTFS | 0.0848 | 0.0320 | 0.2741 | 2 |
NTHS | 0.0177 | 0.0853 | 0.8282 | 1 | |
NT | 0.0851 | 0.0237 | 0.2173 | 3 | |
CT | 0.0841 | 0.0231 | 0.2158 | 4 | |
2022 | NTFS | 0.3119 | 0.0282 | 0.0829 | 2 |
NTHS | 0.3240 | 0.0570 | 0.1498 | 1 | |
NT | 0.3359 | 0.0244 | 0.0678 | 3 | |
CT | 0.8119 | 0.0251 | 0.0300 | 4 |
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Cong, Z.; Gu, J.; Li, C.; Li, F.; Li, F. Enhancing Soil Conditions and Maize Yield Efficiency through Rational Conservation Tillage in Aeolian Semi-Arid Regions: A TOPSIS Analysis. Water 2024, 16, 2228. https://doi.org/10.3390/w16162228
Cong Z, Gu J, Li C, Li F, Li F. Enhancing Soil Conditions and Maize Yield Efficiency through Rational Conservation Tillage in Aeolian Semi-Arid Regions: A TOPSIS Analysis. Water. 2024; 16(16):2228. https://doi.org/10.3390/w16162228
Chicago/Turabian StyleCong, Zijian, Jian Gu, Chunqian Li, Fei Li, and Fengming Li. 2024. "Enhancing Soil Conditions and Maize Yield Efficiency through Rational Conservation Tillage in Aeolian Semi-Arid Regions: A TOPSIS Analysis" Water 16, no. 16: 2228. https://doi.org/10.3390/w16162228
APA StyleCong, Z., Gu, J., Li, C., Li, F., & Li, F. (2024). Enhancing Soil Conditions and Maize Yield Efficiency through Rational Conservation Tillage in Aeolian Semi-Arid Regions: A TOPSIS Analysis. Water, 16(16), 2228. https://doi.org/10.3390/w16162228