Research Articles
Vol. 13 No. sp2 (2026): Recent Advances in Agriculture
Deep sub-soiling improves soil-water conductance, root architecture and cotton yield in semi-arid systems
Punjab Agricultural University Regional Research Station, Bathinda 151 001, Punjab, India
Punjab Agricultural University Regional Research Station, Abohar 152 116, Punjab, India
Abstract
Cotton productivity in the Indo-Gangetic loamy sands has remained stagnant, largely due to subsoil compaction, which restricts water infiltration and root elongation. This study quantified the effects of one-time sub-soiling, applied as single or cross passes at different spacings, on soil hydraulics, root and fruit development and seed cotton yield (SCY) using analytical approaches beyond conventional mean comparisons. Five tillage treatments, including conventional tillage (CT) and 4 subsoiling configurations, were evaluated across 3 site-years on fixed plots in Punjab, India. Treatment responses were assessed using effect size estimates (Hedges g) for key traits, while a piecewise structural equation model traced the causal pathways linking tillage intensity (TI) to infiltration rate (IR), root length (RL), fruiting capacity and yield. A quadratic response surface regression was used to identify the joint optimum of the IR and RL. Cross sub-soiling at 1 × 1 m spacing increased infiltration by 10–13 mm h-1, enhanced rooting depth by 31–33 % and improved SCY by approximately 33 % relative to CT. Structural equation modelling indicated that 57 % of the total tillage effect on yield was mediated through improved soil hydraulics, with an additional 34 % being mediated through enhanced fruiting capacity. The response surface explained 80 % of the yield variability and identified an optimum near a 40 mm h-1 IR and 110 cm RL, with small deviations causing substantial yield losses. Overall, deep, closely spaced cross sub-soiling improved soil-root functioning and translated these gains into higher fruit retention and yield, providing a robust framework for optimising sub-soiling strategies in semi-arid cotton systems.
References
- 1. USDA. Cotton: World markets and trade, Global Market Analysis - June 2025. United States Department of Agriculture Foreign Agricultural Service. 2025.
- 2. FAO. Cotton. OECD-FAO Agricultural Outlook 2024-2033. 2024;212–22.
- 3. USDA. Cotton and products update - June 2024. Report No. IN2024-0031. United States Department of Agriculture Foreign Agricultural Service. 2024.
- 4. Raper RL, Reeves DW, Schwab EB, Burmester CH. Reducing soil compaction of Tennessee Valley soils in conservation tillage systems. J Cotton Sci. 2000;4:84–90.
- 5. Raper RL, Reeves DW, Burt E. Using in-row subsoiling to minimize soil compaction caused by traffic. J Cotton Sci. 1998;2:130–35.
- 6. Braunack MV, Johnston DB. Changes in soil cone resistance due to cotton picker traffic during harvest on Australian cotton soils. Soil Tillage Res. 2014;140:29–39. https://doi.org/10.1016/j.still.2014.02.007
- 7. Meek BD, DeTar WR, Rechel ER, Carter LM, Rolph D. Infiltration rate as affected by an alfalfa and no-till cotton cropping system. Soil Sci Soc Am J. 1990;54:505–8. https://doi.org/10.2136/sssaj1990.03615995005400020036x
- 8. Hamza MA anderson WK. Soil compaction in cropping systems: A review of nature, causes and possible solutions. Soil Tillage Res. 2005;82:121–45. https://doi.org/10.1016/j.still.2004.08.009
- 9. Kulkarni SS, Bajwa SG, Huitink G. Investigation of the effects of soil compaction in cotton. Trans ASABE. 2010;53:667–74. https://doi.org/10.13031/2013.30058
- 10. Singh K, Choudhary OP, Singh HP, Singh A, Mishra SK. Sub-soiling improves productivity and economic returns of cotton–wheat cropping system. Soil Tillage Res. 2019;189:131–39. https://doi.org/10.1016/j.still.2019.01.013
- 11. Li P, Wang S, Qi H, Wang Y, Zhang Q, Feng G, et al. Soil replacement combined with subsoiling improves cotton yields. J Cotton Res. 2019;2:1–16. https://doi.org/10.1186/s42397-019-0038-x
- 12. Raper RL, Reeves DW, Shaw JN, van Santen E, Mask PL. Benefits of site-specific subsoiling for cotton production in Coastal Plain soils. Soil Tillage Res. 2007;96:174–81. https://doi.org/10.1016/j.still.2007.05.004
- 13. Akinci I, Cakir E, Topakci M, Canakci M, Inan O. The effect of subsoiling on soil resistance and cotton yield. Soil Tillage Res. 2004;77:203–10. https://doi.org/10.1016/j.still.2003.12.006
- 14. Arif M, Ali M, Din QM, Ali MA, Akram M. Growth and yield of cotton (Gossypium hirsutum L.) as influenced by deep ploughing interval on sandy loam soil. Int J Agric Biol. 2004;6:639–43.
- 15. Tupper GR, Musick JA. Cotton response to deep tillage on sandy loam and silt loam soils. Proc Beltwide Cotton Prod Res Conf. 1985;296–99.
- 16. Vanderhasselt A, Cool S, D’Hose T, Cornelis W. How tine characteristics of subsoilers affect fuel consumption, penetration resistance and potato yield of a sandy loam soil. Soil Tillage Res. 2023;228:105631. https://doi.org/10.1016/j.still.2022.105631
- 17. Brar HS, Singh M. Energy budgeting and productivity response of cotton-wheat cropping system to mechanical sub-soiling. Energy Sources A Recover Util Environ Eff. 2023;45:8507–18. https://doi.org/10.1080/15567036.2023.2227590
- 18. Lakens D. Calculating and reporting effect sizes to facilitate cumulative science: A practical primer for t-tests and ANOVAs. Front Psychol. 2013;4:863. https://doi.org/10.3389/fpsyg.2013.00863
- 19. Busscher WJ, Bauer PJ. Soil strength, cotton root growth and lint yield in a southeastern USA coastal loamy sand. Soil Tillage Res. 2003;74:151–59. https://doi.org/10.1016/j.still.2003.06.002
- 20. Salih AA, Babikir HM, Ali SAM. Preliminary observations on effects of tillage systems on soil physical properties, cotton root growth and yield in Gezira Scheme, Sudan. Soil Tillage Res. 1998;46:187–91. https://doi.org/10.1016/S0167-1987(98)00032-4
- 21. Taylor HM, Klepper B. Water relations of cotton. I. Root growth and water use as related to top growth and soil water content. Agron J. 1974;66:584–88. https://doi.org/10.2134/agronj1974.00021962006600040031x
- 22. Chen W, Jin M, Ferré TP, Liu Y, Huang J, Xian Y. Soil conditions affect cotton root distribution and cotton yield under mulched drip irrigation. Field Crops Res. 2020;249:107743. https://doi.org/10.1016/j.fcr.2020.107743
- 23. Freschet GT, Roumet C, Comas LH, Weemstra M, Bengough AG, Rewald B, et al. Root traits as drivers of plant and ecosystem functioning: Current understanding, pitfalls and future research needs. New Phytol. 2021;232:1123–58. https://doi.org/10.1111/nph.17072
- 24. Ndour A, Vadez V, Pradal C, Lucas M. Virtual plants need water too: Functional-structural root system models in the context of drought tolerance breeding. Front Plant Sci. 2017;8:1577. https://doi.org/10.3389/fpls.2017.01577
- 25. Crystal-Ornelas R. robcrystalornelas/meta-analysis_of_ecological_data: First release (Version v0.1.0). Zenodo. 2020. https://doi.org/10.5281/zenodo.4320107
- 26. Katsvairo TW, Wright DL, Marois JJ, Hartzog DL, Balkcom KB, Wiatrak PP, et al. Cotton roots, earthworms and infiltration characteristics in sod–peanut–cotton cropping systems. Agron J. 2007;99:390–98. https://doi.org/10.2134/agronj2005.0330
- 27. Kuang N, Hao C, Liu D, Maimaitiming M, Xiaokaitijiang K, Zhou Y, et al. Modelling of cotton yield responses to different irrigation strategies in Southern Xinjiang Region, China. Agric Water Manag. 2024;303:109018. https://doi.org/10.1016/j.agwat.2024.109018
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