Combined Controlled-Release and Common Fertilizer Application Increases Apple Productivity by Optimizing Soil Nutrient and Microbial Communities
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Site
2.2. Experimental Design
2.2.1. Fertilizer Preparation
2.2.2. Field Experimental Design
2.2.3. Nutrient Loss
2.3. Sample Collection and Analysis
2.3.1. Soil Nutrients
2.3.2. Apple Yield and Quality
2.3.3. Economic Benefit
2.4. Soil DNA Extraction and Sequencing of Bacteria and Fungi
2.5. Real-Time Fluorescence Quantitative PCR (qPCR)
2.6. Statistical Analyses
3. Results
3.1. Apple Yield and Economic Benefit
3.2. Soil Nutrient Content
3.3. Soil Nutrient Loss
3.4. NH3 Emissions
3.5. Microbial Diversity Under CRF Fertilization
3.6. Microbial Community Succession Under CRF Fertilization
3.7. Response of Soil Functional Gene Abundance to CRF Fertilization
3.8. Effect to Yield from PLS–PM
4. Discussion
4.1. Combined Application of CF and CRF Increases Apple Yield and Decreases Nutrient Loss
4.2. Combined Application of CF and CRF Regulates Soil Microbial Communities and Functions
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
References
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| Treatment | Fertilization Period and Application Rate (2021/2022) | ||
|---|---|---|---|
| Budding Period (March) | Fruit Expansion Period (July) | Fruit Expansion Period (August) | |
| Unf | - | - | - |
| J-CF | 30% CF | 70% CF | - |
| A-CF | 30% CF | - | 70% CF |
| J-30CF70CRF | 30% CF | 70% CRF | - |
| J-50CF50CRF | 50% CF | 50% CRF | - |
| A-30CF70CRF | 30% CF | - | 70% CRF |
| A-50CF50CRF | 50% CF | - | 50% CRF |
| Treatment | Budding Period (March) | Fruit Expansion Period (July) |
|---|---|---|
| CRF | 100% CRF | - |
| 30CF70CRF | 30% CF | 70% CRF |
| 50CF50CRF | 50% CF | 50% CRF |
| 30CF70CF | 30% CF | 70% CF |
| 50CF50CF | 50% CF | 50% CF |
| CF | 100% CF | - |
| Year | Treatments | Single Fruit Weight (g) | Fruit Hardness (kg/cm) | Fruit Shape Index | Soluble Sugar Content (%) | Yield (kg/ha) | Fertilizer Cost (¥/ha) | Labor Cost (¥/ha) | Apple Income (¥/ha) | Net Apple Income (103¥/ha) | Increased Revenue Compared to Unf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (103¥/ha) | % | |||||||||||
| 2021 | Unf | 153.51 d | 6.68 d | 0.89 b | 11.76 c | 25,320 c | 0 | 0 | 126,600 d | 126.60 c | - | - |
| J-CF | 229.26 c | 7.52 c | 0.82 c | 13.19 b | 26,424 c | 4512.48 | 1500 | 132,120 c | 126.11 c | −0.49 | −0.39 | |
| A-CF | 281.15 a | 8.30 a | 0.86 b | 13.88 b | 25,896 c | 4512.48 | 1500 | 129,480 c | 123.47 c | −3.13 | −2.47 | |
| J-30CF70CRF | 229.13 c | 7.77 b | 0.81 c | 17.38 a | 32,688 a | 7139.66 | 1500 | 163,440 a | 154.80 a | 28.20 | 22.28 | |
| J-50CF50CRF | 251.78 b | 7.97 ab | 0.83 c | 17.51 a | 30,516 b | 6389.04 | 1500 | 152,580 b | 144.69 b | 18.09 | 14.29 | |
| A-30CF70CRF | 220.49 c | 8.13 a | 0.88 b | 15.82 ab | 30,900 b | 7139.66 | 1500 | 154,500 b | 145.86 b | 19.26 | 15.21 | |
| A-50CF50CRF | 222.38 c | 8.43 a | 0.96 a | 10.90 c | 29,820 b | 6389.04 | 1500 | 149,100 b | 141.21 b | 14.61 | 11.54 | |
| 2022 | Unf | 178.32 e | 5.62 a | 0.85 a | 16.42 a | 24,036 d | 0 | 0 | 120,180 e | 120.18 d | - | - |
| J-CF | 221.97 b | 5.83 a | 0.82 a | 16.36 a | 27,888 c | 4512.48 | 1500 | 139,440 d | 133.43 c | 13.24 | 11.02 | |
| A-CF | 250.21 a | 5.87 a | 0.83 a | 17.10 a | 29,412 bc | 4512.48 | 1500 | 147,060 c | 141.05 b | 20.87 | 17.36 | |
| J-30CF70CRF | 202.7 c | 7.15 a | 0.83 a | 18.16 a | 37,092 a | 7139.66 | 1500 | 185,460 a | 176.82 a | 56.64 | 47.13 | |
| J-50CF50CRF | 201.74 c | 6.19 a | 0.85 a | 16.23 a | 33,096 b | 6389.04 | 1500 | 165,480 b | 157.59 b | 37.41 | 31.13 | |
| A-30CF70CRF | 234.84 ab | 6.80 a | 0.83 a | 18.04 a | 31,164 b | 7139.66 | 1500 | 155,820 b | 147.18 b | 27.00 | 22.47 | |
| A-50CF50CRF | 180.47 d | 6.17 a | 0.86 a | 17.21 a | 31,452 b | 6389.04 | 1500 | 157,260 b | 149.37 b | 29.19 | 24.29 | |
| ANOVA | ||||||||||||
| Years | ** | *** | *** | *** | *** | - | - | - | *** | - | - | |
| Treatments | *** | *** | ** | *** | *** | - | - | - | *** | - | - | |
| Years × Treatments | ** | ** | *** | *** | ** | - | - | - | * | - | - | |
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Li, J.; Li, S.; Chen, D.; Wang, Z.; Qi, W.; Ren, P.; Pei, X.; Zhang, S.; Yang, Y. Combined Controlled-Release and Common Fertilizer Application Increases Apple Productivity by Optimizing Soil Nutrient and Microbial Communities. Horticulturae 2026, 12, 339. https://doi.org/10.3390/horticulturae12030339
Li J, Li S, Chen D, Wang Z, Qi W, Ren P, Pei X, Zhang S, Yang Y. Combined Controlled-Release and Common Fertilizer Application Increases Apple Productivity by Optimizing Soil Nutrient and Microbial Communities. Horticulturae. 2026; 12(3):339. https://doi.org/10.3390/horticulturae12030339
Chicago/Turabian StyleLi, Junyin, Shan Li, Denglun Chen, Zekun Wang, Wanting Qi, Pengxiao Ren, Xiaoqian Pei, Shugang Zhang, and Yuechao Yang. 2026. "Combined Controlled-Release and Common Fertilizer Application Increases Apple Productivity by Optimizing Soil Nutrient and Microbial Communities" Horticulturae 12, no. 3: 339. https://doi.org/10.3390/horticulturae12030339
APA StyleLi, J., Li, S., Chen, D., Wang, Z., Qi, W., Ren, P., Pei, X., Zhang, S., & Yang, Y. (2026). Combined Controlled-Release and Common Fertilizer Application Increases Apple Productivity by Optimizing Soil Nutrient and Microbial Communities. Horticulturae, 12(3), 339. https://doi.org/10.3390/horticulturae12030339

