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Effects of Soil Physicochemical Properties on Maize, Wheat, and Soybean Yields in Maize-Wheat and Maize-Soybean Intercropping Systems in China: a Meta-analysis

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Abstract

Intercropping has demonstrated its potential to boost crop yields and optimize land utilization in numerous instances. Yet, the specific mechanisms underlying the enhancement of intercropped plants’ relationships through improved crop management practices remain unclear. We conducted a comprehensive analysis of multiple studies across diverse regions to gain deeper insights into the impact of intercropping systems on crop yields. This investigation explored the influence of various factors, including different intercropping strategies, patterns of rainfall and temperature, and soil nutrient levels, on the production of maize, soybeans, and wheat crops. To quantify the magnitude of these effects, we employed the odds ratio as the effect size metric. Our findings reveal that, in regions with rainfall amounts of ≤ 200 mm, maize yields in both maize-wheat and maize-soybean intercropping systems were significantly affected (p = 0.0002) compared to regions with higher rainfall. This effect may be attributed to the substantial positive effect size observed when temperatures were below 11 °C, measuring 3037.55 with a 95% confidence interval ranging from 2347.71 to 3727.40, as opposed to temperatures above 11 °C, which had an effect size of 671.55 with a 95% confidence interval ranging from 241.40 to 1101.69. Additionally, maize yields were significantly higher (p = 0.0007) in sandy loam soils compared to silty clay loam and clay loam soils within the maize-wheat intercropping system, in contrast to maize monoculture. Furthermore, our study found that maize yields in a maize-wheat intercropping system significantly improved (p = 0.0008) in regions with soil bulk density ≤ 1.33 g cm−3 compared to regions with bulk density > 1.33 g cm−3. Notably, both the maize-wheat and maize-soybean intercropping systems exhibited significant yield advantages when compared to conventional monoculture of maize. This study underscores the optimum performance of the maize-wheat intercropping system, thus establishing it as a highly suitable agricultural approach. This innovative farming method contributes to sustainability, particularly in semiarid regions, and holds great promise for improving crop productivity.

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References

  • Abdul Rahman N, Larbi A, Kotu B, Asante MO, Akakpo DB, Mellon-Bedi S, Hoeschle-Zeledon I (2021) Maize–legume strip cropping effect on productivity, income, and income risk of farmers in Northern Ghana. Agron J 113:1574–1585. https://doi.org/10.1002/agj2.20536

    Article  Google Scholar 

  • Ahmed A, Din AMU, Aftab S, Titriku JK, Ahmed S, Nizamani M, Jamali ZH, Tei X, Yang F, Yang W (2021) Physiological and nutritional significance of potassium application under sole and intercropped maize (Zea mays l.). Ital J Agron 16:1737. https://doi.org/10.4081/ija.2021.1737

  • BenYoussef S, Kachout SS, Abidi S, Saddem B, Ismail J, Salem HB (2019) Effect of different levels of nitrogen fertilization on forage yields and quality of hairy vetch (Vicia villosa, Roth) triticale (Xtritcosecale, Witmack) mixtures. Open Agric J 13:90–100. https://doi.org/10.2174/1874331501913010090

    Article  CAS  Google Scholar 

  • Borenstein M, Hedges LV, Higgins JPT, Rothstein HR (2010) A basic introduction to fixed-effect and random-effects models for meta-analysis. Res Synth Methods 1:97–111. https://doi.org/10.1002/jrsm.12

    Article  PubMed  Google Scholar 

  • Bybee-Finley KA, Ryan MR (2018) Advancing intercropping research and practices in industrialized agricultural landscapes. Agric 8:80. https://doi.org/10.3390/agriculture8060080

  • Capstaff NM, Miller AJ (2018) Improving the yield and nutritional quality of forage crops. Front Plant Sci 9:1–18. https://doi.org/10.3389/fpls.2018.00535

    Article  Google Scholar 

  • Chang X, Wei D, Zeng Y, Zhao X, Hu Y, Wu X, Song C, Gong G, Chen H, Yang C, Zhang M, Liu T, Chen W, Yang W (2022) Maize-soybean relay strip intercropping reshapes the rhizosphere bacterial community and recruits beneficial bacteria to suppress Fusarium root rot of soybean. Front Microbiol 13:1009689. https://doi.org/10.3389/fmicb.2022.1009689

  • Chen Z, Xu C, Ji L, Feng J, Li F, Zhou X, Fang F (2020) Effects of multi-cropping system on temporal and spatial distribution of carbon and nitrogen footprint of major crops in China. Glob Ecol Conserv 22:e00895. https://doi.org/10.1016/j.gecco.2019.e00895

  • Chi B, Zhang Y, Zhang D, Zhang X, Dai J, Dong H (2019) Wide-strip intercropping of cotton and peanut combined with strip rotation increases crop productivity and economic returns. F Crop Res 243:107617. https://doi.org/10.1016/j.fcr.2019.107617

  • Du J, Han T, Gai J, Yong T, Sun X, Wang X, Yang F, Liu J, Shu K, Liu W, Yang W (2018) Maize-soybean strip intercropping: achieved a balance between high productivity and sustainability. J Integr Agric 17:747–754. https://doi.org/10.1016/S2095-3119(17)61789-1

  • Fernández-Ortega J, Álvaro-Fuentes J, Cantero-Martínez C (2023) The use of double-cropping in combination with no-tillage and optimized nitrogen fertilization reduces soil N2O emissions under irrigation. Sci Total Environ 857:159458. https://doi.org/10.1016/j.scitotenv.2022.159458

  • Heinzle J, Kitzler B, Zechmeister-Boltenstern S, Tian Y, Kwatcho Kengdo S, Wanek W, Borken W, Schindlbacher A (2023) Soil CH4 and N2O response diminishes during decadal soil warming in a temperate mountain forest. Agric For Meteorol 329:109287. https://doi.org/10.1016/j.agrformet.2022.109287

    Article  Google Scholar 

  • Jaskulska I, Jaskulski D, Gałęzewski L (2022) Peas and barley grown in the strip-till one pass technology as row intercropping components in sustainable crop production. Agric 12:229. https://doi.org/10.3390/agriculture12020229

  • Juventia SD, Selin Norén ILM, van Apeldoorn DF, Ditzler L, Rossing WAH (2022) Spatio-temporal design of strip cropping systems. Agric Syst 201:103455. https://doi.org/10.1016/j.agsy.2022.103455

  • Li R, Zhang Z, Tang W, Huang Y, Nan Z (2021) Effect of row configuration on yield and radiation use of common vetch-oat strip intercropping on the Qinghai-Tibetan plateau. Eur J Agron 128:126290. https://doi.org/10.1016/j.eja.2021.126290

    Article  Google Scholar 

  • Major J, Rondon M, Molina D, Riha SJ, Lehmann J (2010) Maize yield and nutrition during 4 years after biochar application to a Colombian savanna oxisol. Plant Soil 333:117–128. https://doi.org/10.1007/s11104-010-0327-0

    Article  CAS  Google Scholar 

  • Muleke A, Harrison MT, Eisner R et al (2023) Sustainable intensification with irrigation raises farm profit despite climate emergency. Plants People Planet 5(3):368–385. https://doi.org/10.1002/ppp3.10354

  • Notenbaert AMO, Douxchamps S, Villegas DM et al (2021) Tapping into the environmental co-benefits of improved tropical forages for an agroecological transformation of livestock production systems. Front Sustain Food Syst 5:742842. https://doi.org/10.3389/fsufs.2021.742842

  • Nthebere K, Sharma SHK, Kumari CP, Qureshi AA (2022) Long-term effect of different cropping systems on carbon sequestration in a sandy loam soil of Telangana. Agric Rev 43:249–254. https://doi.org/10.18805/ag.r-2301

  • Nwokoro CC, Kreye C, Necpalova M, Adeyemi O, Barthel M, Pypers P, Hauser S, Six J (2022) Cassava-maize intercropping systems in southern Nigeria: radiation use efficiency, soil moisture dynamics, and yields of component crops. F Crop Res 283:108550. https://doi.org/10.1016/j.fcr.2022.108550

    Article  Google Scholar 

  • Raboin LM, Razafimahafaly AHD, Rabenjarisoa MB, Rabary B, Dusserre J, Becquer T (2016) Improving the fertility of tropical acid soils: liming versus biochar application? A long term comparison in the highlands of Madagascar. F Crop Res 199:99–108. https://doi.org/10.1016/j.fcr.2016.09.005

    Article  Google Scholar 

  • Raza MA, Yasin HS, Gul H et al (2022) Maize/soybean strip intercropping produces higher crop yields and saves water under semi-arid conditions. Front Plant Sci 13:1006720. https://doi.org/10.3389/fpls.2022.1006720

  • Sánchez-Navarro V, Martínez-Martínez S, Acosta JA, Almagro M, Martínez-Mena M, Boix-Fayos C, Díaz-Pereira E, Temnani A, Berrios P, Pérez-Pastor A, Zornoza R (2023) Soil greenhouse gas emissions and crop production with implementation of alley cropping in a Mediterranean citrus orchard. Eur J Agron 142:126684. https://doi.org/10.1016/j.eja.2022.126684

  • Shabir I, Kumar K, Hussain A, Kumar V, Fayaz U, Srivastava S, Nisha R (2023) Carbon footprints evaluation for sustainable food processing system development: a comprehensive review. Future Foods 7:100215. https://doi.org/10.1016/j.fufo.2023.100215

  • Surigaoge S, Yang H, Su Y, Du Y, Ren S-X, Fornara D, Christie P, Zhang W, Li L (2023) Maize/peanut intercropping has greater synergistic effects and home-field advantages than maize/soybean on straw decomposition. Front Plant Sci 14:1–11. https://doi.org/10.3389/fpls.2023.1100842

  • Watts M, Mpanda M, Hemp A, Peh KSH (2023) The potential impact of future climate change on the production of a major food and cash crop in tropical (sub)montane homegardens. Sci Total Environ 865:161263. https://doi.org/10.1016/j.scitotenv.2022.161263

    Article  CAS  PubMed  Google Scholar 

  • Wortman SE, Francis CA, Bernards MA, Blankenship EE, Lindquist JL (2013) Mechanical termination of diverse cover crop mixtures for improved weed suppression in organic cropping systems. Weed Sci 61:162–170. https://doi.org/10.1614/ws-d-12-00066.1

  • Xie W, Zhang K, Wang X, Zou X, Zhang X, Yu X, Wang Y, Si T (2022) Peanut and cotton intercropping increases productivity and economic returns through regulating plant nutrient accumulation and soil microbial communities. BMC Plant Biol 22:1–15. https://doi.org/10.1186/s12870-022-03506-y

  • Xing Y, Yu RP, An R, Yang N, Wu JP, Ma HY, Zhang JD, Bao XG, Lambers H, Li L (2023) Two pathways drive enhanced nitrogen acquisition via a complementarity effect in long-term intercropping. F Crop Res 293:108854. https://doi.org/10.1016/j.fcr.2023.108854

  • Xu Z, Li C, Zhang C, Yu Y, van der Werf W, Zhang F (2020) Intercropping maize and soybean increases efficiency of land and fertilizer nitrogen use; a meta-analysis. F Crop Res 246:107661. https://doi.org/10.1016/j.fcr.2019.107661

    Article  Google Scholar 

  • Zhang Q, Yang Z (2019) Impact of extreme heat on corn yield in main summer corn cultivating area of China at present and under future climate change. Int J Plant Prod 13:267–274. https://doi.org/10.1007/s42106-019-00052-w

    Article  Google Scholar 

  • Zhang H, Zeng F, Zou Z, Zhang Z, Li Y (2017) Nitrogen uptake and transfer in a soybean/maize intercropping system in the karst region of Southwest China. Ecol Evol 7:8419–8426. https://doi.org/10.1002/ece3.3295

    Article  PubMed  PubMed Central  Google Scholar 

  • Zhu D, Zheng F, Chen QL, Yang XR, Christie P, Ke X, Zhu YG (2018) Exposure of a soil collembolan to Ag nanoparticles and AgNO3 disturbs its associated microbiota and lowers the incidence of antibiotic resistance genes in the gut. Environ Sci Technol 52:12748–12756. https://doi.org/10.1021/acs.est.8b02825

    Article  CAS  PubMed  Google Scholar 

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Funding

This research was funded by the National Natural Science Foundation of China (42061050), the Natural Science Foundation of Gansu Province, China (22JR5RA849), and Major Science and Technology Projects of Gansu Province in 2022—International Science and Technology Cooperation Projects (22ZD6WA036).

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Correspondence to Qi Wang.

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Qi, W., Wang, Q., Mak-Mensah, E. et al. Effects of Soil Physicochemical Properties on Maize, Wheat, and Soybean Yields in Maize-Wheat and Maize-Soybean Intercropping Systems in China: a Meta-analysis. J Soil Sci Plant Nutr 24, 21–29 (2024). https://doi.org/10.1007/s42729-023-01556-1

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