Soybean Intercropping Improves Bacterial Community and Nutrient Status in Soil of Citrus Orchards
Abstract
1. Introduction
2. Materials and Methods
2.1. Experimental Sites
2.2. Experimental Design
2.3. Soil Sampling
2.4. Soil Characteristics Analyses
2.5. Soil Bacterial Community Analysis
2.6. Statistical Analysis
3. Results
3.1. Soil Physicochemical Properties
3.2. Soil Bacterial Alpha Diversity
3.3. Soil Bacterial Beta Diversity
3.4. Soil Bacterial Community Structure
3.5. Correlation Between Bacterial Community Structure and Soil Environmental Factors
4. Discussion
4.1. Effects of Different Cultivation Patterns on Soil Nutrients
4.2. Effects of Different Cultivation Patterns on Soil Microbial Communities
4.3. Relationship of Soil Microorganisms to Environmental Variables
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| CT | Clean tillage |
| NG | Natural grass |
| SI | Intercropped soybean |
| CEC | Soil cation exchange capacity |
| SOM | Soil organic matter |
| TN | Soil total nitrogen |
| TP | Soil total phosphorus |
| TK | Soil total potassium |
| AN | Soil alkali-hydrolyzable nitrogen |
| AP | Soil available phosphorus |
| AK | Soil available potassium |
| PCoA | Principal Coordinates Analysis |
| OTUs | Operational taxonomic units |
References
- Zhao, Y.S.; Li, Y.S.; Yang, J.L.; Xiang, X.H.; Su, F.; Chang, Y.Y.; Huang, Q.Y.; Liu, X.; Chen, Y.W.; Yang, J.F.; et al. Water requirement patterns and water management strategies of Bingtang sweet orange (Citrus sinensis Osbeck) in Hunan Province, China. Sci. Hortic. 2026, 359, 114756. [Google Scholar] [CrossRef]
- Dian, Y.Y.; Liu, X.Y.; Hu, L.; Zhang, J.Z.; Hu, C.G.; Liu, Y.Z.; Zhang, J.X.; Zhang, W.B.; Hu, Q.Q.; Zhang, Y.H.; et al. Characteristics of photosynthesis and vertical canopy architecture of citrus trees under two labor-saving cultivation modes using unmanned aerial vehicle (UAV)-based LiDAR data in citrus orchards. Hortic. Res. 2023, 10, 1–9. [Google Scholar] [CrossRef]
- Xiang, Y.Z.; Li, Y.; Liu, Y.; Zhang, S.Y.; Yue, X.J.; Yao, B.; Xue, J.M.; Lv, W.Q.; Zhang, L.Y.; Xu, X.Y.; et al. Factors shaping soil organic carbon stocks in grass covered orchards across China: A meta-analysis. Sci. Total Environ. 2022, 807, 150632. [Google Scholar] [CrossRef]
- Chen, L.D.; Bao, Y.H.; He, X.B.; Yang, J.; Wu, Q.; Lv, J.R. Nature-based accumulation of organic carbon and nitrogen in citrus orchard soil with grass coverage. Soil Till. Res. 2025, 248, 106419. [Google Scholar] [CrossRef]
- Zhang, Y.; Xie, D.T.; Ni, J.P.; Zeng, X.B. Conservation tillage practices reduce nitrogen losses in the sloping upland of the Three Gorges Reservoir area: No-till is better than mulch-till. Agr. Ecosyst. Environ. 2020, 300, 107003. [Google Scholar] [CrossRef]
- Xu, Z.Q.; Zhou, Y.Z.; Liu, R.; Cui, H.J.; Tan, J.; Zhou, W.J.; Ouyang, K. Available medium and micronutrients in the soils of major citrus-producing areas in Southeast China. J. Environ. Manag. 2025, 389, 126078. [Google Scholar] [CrossRef]
- Zhang, B.B.; Hu, Y.J.; Hill, R.L.; Wu, S.F.; Song, X.L. Combined effects of biomaterial amendments and rainwater harvesting on soil moisture, structure and apple roots in a rainfed apple orchard on the Loess Plateau, China. Agric. Water Manag. 2021, 248, 106776. [Google Scholar] [CrossRef]
- Taguali, S.C.; Pöter, R.; Aloi, F.; Fernández-Trujillo, C.; Acedo, A.; Spada, F.L.; Nicosia, M.G.L.D.; Pane, A.; Schena, L.; Cacciola, S.O. Influence of environmental and agronomic variables on soil microbiome in citrus orchards: A comparative analysis of organic and conventional farming system. Microbiol. Res. 2025, 299, 128260. [Google Scholar] [CrossRef] [PubMed]
- Zhu, Y.L.; Gao, Z.; Wang, X.L.; Gong, S.X.; Lu, Y.P.; Yao, D.L.; Yang, F. Quantifying the impacts of intercropping practices on above- and belowground biodiversity in China’s orchards: A meta-analysis. Ecol. Eng. 2025, 216, 107619. [Google Scholar] [CrossRef]
- Li, C.J.; Hoffland, E.; Kuyper, T.W.; Yu, Y.; Zhang, C.C.; Li, H.G.; Zhang, F.S.; Werf, W.V.D. Syndromes of production in intercropping impact yield gains. Nat. Plants 2020, 6, 653–660. [Google Scholar] [CrossRef] [PubMed]
- Li, W.Q.; Liu, Y.J.; Duan, J.; Liu, G.P.; Nie, X.D.; Li, Z.W. Leguminous cover orchard improves soil quality, nutrient preservation capacity, and aggregate stoichiometric balance: A 22-year homogeneous experimental site. Agric. Ecosyst. Environ. 2024, 363, 108876. [Google Scholar] [CrossRef]
- Wang, Y.Z.; Zhang, H.F.; Zhang, Y.P.; Fei, J.C.; Rong, X.M.; Peng, J.W.; Luo, G.W. Crop rotation-driven changes in rhizosphere metabolite profiles regulate soil microbial diversity and functional capacity. Agric. Ecosyst. Environ. 2023, 358, 108716. [Google Scholar] [CrossRef]
- Wang, D.; Yu, W.C.; Ming, C.Y.; Chen, L.K.; Zhao, P.; Shi, X.J.; Zhao, Z.X.; Fan, M.P.; Long, G.Q. Intercropping enhances stable soil organic carbon pool through macroaggregate protection and biochemical recalcitrance interactions. Agric. Ecosyst. Environ. 2025, 388, 109654. [Google Scholar] [CrossRef]
- Duan, Y.; Wang, G.; Liang, L.Y.; Wang, M.H.; Jiang, J.; Ma, Y.C.; Zhu, X.J.; Wu, J.; Fang, W.P. Intercropping fruit trees in tea plantation improves soil properties and the formation of tea quality components. Plant Physiol. Biochem. 2024, 210, 108574. [Google Scholar] [CrossRef]
- Zhu, Q.R.; Yang, Z.Y.; Zhang, Y.P.; Wang, Y.Z.; Fei, J.C.; Rong, X.M.; Peng, J.W.; Wei, X.M.; Luo, G.W. Intercropping regulates plant- and microbe-derived carbon accumulation by influencing soil physicochemical and microbial physiological properties. Agric. Ecosyst. Environ. 2024, 364, 108880. [Google Scholar] [CrossRef]
- Xie, B.; Chen, Y.H.; Cheng, C.G.; Ma, R.P.; Zhao, D.Y.; Li, Z.; Li, Y.Q.; An, X.H.; Yang, X.Z. Long-term soil management practices influence the rhizosphere microbial community structure and bacterial function of hilly apple orchard soil. Appl. Soil Ecol. 2022, 180, 104627. [Google Scholar] [CrossRef]
- Wang, N.; Li, L.; Gou, M.M.; Hu, J.W.; Chen, H.L.; Xiao, W.F.; Liu, C.F. Leguminous green mulching alters the microbial community structure and increases microbial diversity by improving nitrogen availability in subtropical orchard systems in China. Sci. Total Environ. 2024, 955, 176891. [Google Scholar] [CrossRef] [PubMed]
- Liu, C.J.; Wang, X.L.; Li, X.Y.; Yang, Z.H.; Dang, K.; Gong, X.W.; Feng, B.L. Effects of intercropping on rhizosphere microbial community structure and nutrient limitation in proso millet/mung bean intercropping system. Eur. J. Soil Biol. 2024, 122, 103646. [Google Scholar] [CrossRef]
- National Bureau of Statistics of China. Available online: https://www.stats.gov.cn/sj/ndsj/2025/indexch.htm (accessed on 14 May 2026).
- The People’s Government of Hunan Province. Available online: http://www.hunan.gov.cn/ (accessed on 14 May 2026).
- Zhangjiajie Government Network. Available online: https://www.zjj.gov.cn/ (accessed on 14 May 2026).
- Bao, S.D. Methods of Soil and Agrochemistry Analysis; China Agriculture Science & Technology Press: Beijing, China, 2000. [Google Scholar]
- Wang, H.X.; Xu, J.L.; Liu, X.J.; Zhang, D.; Li, L.W.; Li, W.; Sheng, L.X. Effects of long-term application of organic fertilizer on improving organic matter content and retarding acidity in red soil from China. Soil Tillage Res. 2019, 195, 104382. [Google Scholar] [CrossRef]
- Zou, H.Y.; Li, W.F.; Guo, X.; Jiang, Y.F.; Cai, Y.J.; Wang, H.Y.; Zhu, Q.C. Spatial heterogeneity of soil acidification driven by cropping patterns and soil types in red soil dryland of Southern China. Eur. J. Agron. 2025, 170, 127783. [Google Scholar] [CrossRef]
- Li, M.Q.; He, M.X.; Lu, Y.M.; Lu, W.C.; Wang, P.; Zhang, Y.T.; Li, H.; Yang, Y.H.; Xi, W.P.; Zhang, T. Synergistic benefits of leguminous green manure intercropping for weed control and productivity improvement in pear orchards. Sci. Hortic. 2025, 340, 113955. [Google Scholar] [CrossRef]
- Cao, S.; Zeng, B.; Deng, S.F.; Gong, B.Y.; Zhang, W.; Luo, S.N.; Yang, S.Z. Effects of citrus and soybean intercropping on soil aggregate structure, organic carbon and nitrogen distribution. Soils 2024, 56, 735–741. (In Chinese) [Google Scholar] [CrossRef]
- Li, T.F.; Wang, Y.Y.; Kamran, M.H.; Chen, X.Y.; Tan, H.; Long, M.X. Effects of grass inter-planting on soil nutrients, enzyme activity, and bacterial community diversity in an apple orchard. Front. Plant Sci. 2022, 13, 901143. [Google Scholar] [CrossRef]
- Oladele, O.P.; Yao, S.; Huang, M.Z.; Tian, Y.G.; Zhao, X.; Dang, Y.P.; Bai, W.; Zhang, H.L. Intercropping maize and soybean promotes specialized soil microbial communities and boosts carbon and nitrogen cycling in a semi-arid agroecosystem. Appl. Soil Ecol. 2026, 217, 106553. [Google Scholar] [CrossRef]
- Xu, C.; Liu, X.P.; Qian, Z.Z.; Yang, T.; Wang, B.; Ge, X.M.; Tang, L.Z. Poplar–wheat intercropping and fertilizer application significantly improve soil bacterial community characteristic and nutrient contents. Appl. Soil Ecol. 2025, 215, 106415. [Google Scholar] [CrossRef]
- Wu, H.W.; Cui, H.L.; Fu, C.X.; Li, R.; Qi, F.Y.; Liu, Z.L.; Yang, G.; Xiao, K.Q.; Qiao, M. Unveiling the crucial role of soil microorganisms in carbon cycling: A review. Sci. Total Environ. 2024, 909, 168627. [Google Scholar] [CrossRef]
- Zhang, B.; Hu, X.Y.; Zhao, D.L.; Wang, Y.P.; Qu, J.H.; Tao, Y.; Kang, Z.H.; Yu, H.Q.; Zhang, J.Y.; Zhang, Y. Harnessing microbial biofilms in soil ecosystems: Enhancing nutrient cycling, stress resilience, and sustainable agriculture. J. Environ. Manag. 2024, 370, 122973. [Google Scholar] [CrossRef]
- Castellano-Hinojosa, A.; Kanissery, R.; Strauss, S.L. Cover crops in citrus orchards impact soil nutrient cycling and the soil microbiome after three years but effects are site-specific. Biol. Fertil. Soils 2023, 59, 659–678. [Google Scholar] [CrossRef]
- Muhammad, I.; Wang, J.; Sainju, U.M.; Zhang, S.H.; Zhao, F.Z.; Khan, A. Cover cropping enhances soil microbial biomass and affects microbial community structure: A meta-analysis. Geoderma 2021, 381, 114696. [Google Scholar] [CrossRef]
- Deng, S.F.; Huang, B.B.; Zeng, B.; Cao, S.; Gong, B.Y.; Liao, W.; Zhang, W.; Luo, S.N.; Yang, S.Z. Soybean green manure intercropping improves citrus quality by improving soil quality and altering microbial communities. Front. Plant Sci. 2025, 16, 1560550. [Google Scholar] [CrossRef]
- Li, S.; Huang, W.G.; Peng, C.R.; Jing, X.Y.; Ding, J.X.; Chen, T.; Huang, R.L.; Hu, H.; Zhou, J.Z.; Zhang, J.B.; et al. Enhancement of rice production and soil carbon sequestration utilizing nitrogen-fixing cyanobacteria. Appl. Soil Ecol. 2025, 207, 105940. [Google Scholar] [CrossRef]
- Hong, L.D.; Yao, Y.L.; Lei, C.T.; Hong, C.L.; Zhu, W.J.; Zhu, F.X.; Wang, W.P.; Lu, T.; Qi, X.J. Declined symptoms in Myrica rubra: The influence of soil acidification and rhizosphere microbial communities. Sci. Hortic. 2023, 313, 111892. [Google Scholar] [CrossRef]
- Milošević, N.; Glišić, I.; Đorđević, M.; Marić, S.; Radičević, S.; Milinković, M.; Milošević, T. Influence of cultivar on macro- and micronutrient composition, potential toxic elements accumulation and their interrelationships in leaves and fruits of European plum (Prunus domestica L.). J. Food Compos. Anal. 2025, 147, 107979. [Google Scholar] [CrossRef]
- Wang, Y.H.; Kang, F.R.; Yu, B.; Long, Q.; Xiong, H.Y.; Xie, J.W.; Li, D.; Shi, X.J.; Lakshmanan, P.; Zhang, Y.Q.; et al. Magnesium supply is vital for improving fruit yield, fruit quality and magnesium balance in citrus orchards with increasingly acidic soil. J. Integr. Agric. 2025, 24, 3641–3655. [Google Scholar] [CrossRef]
- He, M.F.; Liu, Z.L.; Ni, W.L.; Lei, S.C.; Yin, H.Z.; Dyck, M.F.; Quideau, S.A.; Wang, Y.J.; Duan, Z.L.; Zhao, X.N.; et al. Clover cover alters soil organic matter composition, diversity, and complexity in apple orchards on the loess plateau: Temporal and vertical variations. Soil Tillage Res. 2026, 255, 106817. [Google Scholar] [CrossRef]
- Matthews, K.E.; Breed, M.F.; Stirling, E.; Macdonald, L.M.; Cavagnaro, T.R. Comparing apples and apples; evaluating the impact of conventional and organic management on the soil microbial communities of apple orchards. Appl. Soil Ecol. 2025, 215, 106470. [Google Scholar] [CrossRef]
- Zhang, R.Q.; Liu, Z.L.; Wang, Y.J.; Jiang, Z.F.; Li, M.; Li, H.K.; Zhao, X.N.; Duan, Z.L.; Song, X.L. Effects of intercropping on composition and molecular diversity of soil dissolved organic matter in apple orchards: Different roles of bacteria and fungi. Agric. Ecosyst. Environ. 2025, 382, 109509. [Google Scholar] [CrossRef]
- Hu, Y.B.; Jin, J.; Ding, K.; Ye, Z.H.; Wang, X.X.; Palansooriya, K.N.; Fu, W.J.; Wu, J.S. Long-term cover cropping improved soil bacterial community and soil multifunctionality in a Carya cathayensis plantation. Agric. Ecosyst. Environ. 2023, 347, 108372. [Google Scholar] [CrossRef]
- Xue, Y.F.; Tian, J.; Quine, T.A.; Powlson, D.; Xing, K.X.; Yang, L.Y.; Kuzyakov, Y.; Dungait, J.A.J. The persistence of bacterial diversity and ecosystem multifunctionality along a disturbance intensity gradient in karst soil. Sci. Total Environ. 2020, 748, 142381. [Google Scholar] [CrossRef] [PubMed]







| Treatments | Raw-Tags | Valid-Tags | Effective/% | OTUs |
|---|---|---|---|---|
| CT | 74,721 | 70,268 | 94.04 | 1288 |
| NG | 76,559 | 71,650 | 93.59 | 1471 |
| SI | 78,394 | 73,612 | 93.90 | 1519 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Cao, S.; Ouyang, M.; Yang, S.; Yang, C.; Zhao, M.; Mou, J.; Zeng, B. Soybean Intercropping Improves Bacterial Community and Nutrient Status in Soil of Citrus Orchards. Agronomy 2026, 16, 1024. https://doi.org/10.3390/agronomy16111024
Cao S, Ouyang M, Yang S, Yang C, Zhao M, Mou J, Zeng B. Soybean Intercropping Improves Bacterial Community and Nutrient Status in Soil of Citrus Orchards. Agronomy. 2026; 16(11):1024. https://doi.org/10.3390/agronomy16111024
Chicago/Turabian StyleCao, Sheng, Mengyun Ouyang, Shuizhi Yang, Can Yang, Mingming Zhao, Jianli Mou, and Bin Zeng. 2026. "Soybean Intercropping Improves Bacterial Community and Nutrient Status in Soil of Citrus Orchards" Agronomy 16, no. 11: 1024. https://doi.org/10.3390/agronomy16111024
APA StyleCao, S., Ouyang, M., Yang, S., Yang, C., Zhao, M., Mou, J., & Zeng, B. (2026). Soybean Intercropping Improves Bacterial Community and Nutrient Status in Soil of Citrus Orchards. Agronomy, 16(11), 1024. https://doi.org/10.3390/agronomy16111024

