Research Articles
Vol. 12 No. sp4 (2025): Recent Advances in Agriculture by Young Minds - III
Assessment of soil quality index (SQI) in irrigated paddy and sugarcane ecosystems within the Thonnur Kere distributary of the Southern Dry Zone of Karnataka
Department of Soil Science and Agricultural Chemistry, University of Agricultural Sciences, Bangalore 560 065, India
Department of Soil Science and Agricultural Chemistry, University of Agricultural Sciences, Bangalore 560 065, India
Department of Soil Science and Agricultural Chemistry, University of Agricultural Sciences, Bangalore 560 065, India
Department of Soil Science and Agricultural Chemistry, College of Sericulture, Chintamani 563 125, India
AICRP for Dry Land Agriculture, University of Agricultural Sciences, Bangalore 560 065, India
Abstract
Soil quality assessment is vital for sustainable land management, particularly in intensively irrigated agroecosystems. This study evaluates the soil quality index (SQI) of irrigated paddy and sugarcane ecosystems within the Thonnur Kere distributary of the Southern Dry Zone of Karnataka, using a principal component analysis (PCA) linear score-based approach. To measure and categorize soil quality and find sensitive markers impacting total soil health, soil samples from 3 regions—upper, middle and tail-end—were examined. The "very high" quality class (Grade I, >0.547) was occupied by the upper, middle and tail-end areas, with corresponding SQI scores of 0.74, 0.68 and 0.78. The tail region's sensitivity index, which was 1.15, showed that soil health was very susceptible to management techniques. Overall soil quality is generally good across the command area, despite regional variations in particular soil metrics. By highlighting important factors affecting soil functioning, the PCA technique successfully decreased the complexity of the data. The importance of nutritional status in determining soil health was demonstrated by the essential indicators that emerged: bulk density, organic carbon, cation exchange capacity, exchangeable nutrients and accessible macronutrients. Interestingly, the tail-end region's strong SQI points to either natural soil resilience or efficient management techniques. This study highlights the necessity of site-specific soil management techniques to maintain soil quality, with an emphasis on nitrogen balance and soil physical quality. The study offers a useful paradigm for the long-term sustainability of irrigated farming systems in semi-arid canal command regions and supports evidence-based planning.
References
- 1. Doran JW, Zeiss MR. Soil health and sustainability: managing the biotic component of soil quality. Appl Soil Ecol. 2000;15(1):3–11. https://doi.org/10.1016/S0929-1393(00)00067-6
- 2. Biswas TD, Mukherjee SK. Textbook of Soil Sciences. New Delhi: Tata McGraw-Hill Education; 2001. ISBN: 9780074620434.
- 3. Reddy BS. Dynamics of soil fertility management practices in semi-arid regions: a case study of AP. Econ Polit Wkly. 2011;46(3):56–63. https://www.jstor.org/stable/27918040
- 4. Bhattacharyya R, Tuti MD, Bisht JK, Bhatt JC, Gupta HS. Conservation tillage and fertilization impact on soil aggregation and carbon pools in the Indian Himalayas under an irrigated rice–wheat rotation. Soil Sci. 2012;177(3):218–28. https://doi.org/10.1097/SS.0b013e3182408f1e
- 5. Power JF, Prasad R. Soil Fertility Management for Sustainable Agriculture. Boca Raton: CRC Press; 1997. ISBN: 1-56670-254-2.
- 6. Vasu D, Singh SK, Sahu N, Tiwary P, Chandran P, Duraisami VP, et al. Assessment of spatial variability of soil properties using geospatial techniques for farm-level nutrient management. Soil Tillage Res. 2017;169:25–34. https://doi.org/10.1016/j.still.2017.01.006
- 7. Jiao W, Chen W, Chang AC, Page AL. Environmental risks of trace elements associated with long-term phosphate fertilizer applications: a review. Environ Pollut. 2012;168:44–53. https://doi.org/10.1016/j.envpol.2012.03.052
- 8. Sharma KL, Grace JK, Chandrika MS, Vittal KP, Singh SP, Nema AK, et al. Effects of soil management practices on key soil quality indicators and indices in pearl millet (Pennisetum americanum (L.) Leeke)–based system in hot semi-arid Inceptisols. Commun Soil Sci Plant Anal. 2014;45(6):785–809. https://doi.org/10.1080/00103624.2013.867048
- 9. Manna MC, Swarup A, Wanjari RH, Ravankar HN, Mishra B, Saha MN, et al. Long-term effect of fertilizer and manure application on soil organic carbon storage, soil quality and yield sustainability under sub-humid and semi-arid tropical India. Field Crops Res. 2005;93(2–3):264–80. https://doi.org/10.1016/j.fcr.2004.10.005
- 10. Andrews SS, Karlen DL, Cambardella CA. The soil management assessment framework: a quantitative soil quality evaluation method. Soil Sci Soc Am J. 2004;68(6):1945–62. https://doi.org/10.2136/sssaj2004.1945
- 11. Andrews SS, Mitchell JP, Mancinelli R, Karlen DL, Hartz TK, Horwath WR, et al. On-farm assessment of soil quality in California's Central Valley. Agron J. 2002;94(1):12–23. https://doi.org/10.2134/agronj2002.1200
- 12. Karlen DL, Andrews SS, Doran JW. Soil quality: current concepts and applications. Adv Agron. 2001;74:1–40. https://doi.org/10.1016/S0065-2113(01)74029-1
- 13. Shukla MK, Lal R, Ebinger M. Determining soil quality indicators by factor analysis. Soil Tillage Res. 2006;87(2):194–204. https://doi.org/10.1016/j.still.2005.02.010
- 14. Jackson ML. Aluminum bonding in soils: a unifying principle in soil science. Soil Sci Soc Am J. 1963;27(1):1–8. https://doi.org/10.2136/sssaj1963.03615995002700010008x
- 15. Pansu M, Gautheyrou J. Exchangeable cations. In: Handbook of Soil Analysis: Mineralogical, Organic and Inorganic Methods. Berlin: Springer; 2006. p. 667–76. https://doi.org/10.1007/978-3-540-31211-6_22
- 16. Olsen SR, Watanabe FS. A method to determine a phosphorus adsorption maximum of soils as measured by the Langmuir isotherm. Soil Sci Soc Am J. 1957;21(2):144–9. https://doi.org/10.2136/sssaj1957.03615995002100020004x
- 17. Walkley A. A critical examination of a rapid method for determining organic carbon in soils—effect of variations in digestion conditions and of inorganic soil constituents. Soil Sci. 1947;63(4):251–64. https://doi.org/10.1097/00010694-194710000-00003
- 18. Lindsay WL, Norvell W. Development of a DTPA soil test for zinc, iron, manganese, and copper. Soil Sci Soc Am J. 1978;42(3):421–8. https://doi.org/10.2136/sssaj1978.03615995004200030009x
- 19. Lamichhane S, Kumar L, Wilson B. Digital soil mapping algorithms and covariates for soil organic carbon mapping and their implications: a review. Geoderma. 2019;352:395–413. https://doi.org/10.1016/j.geoderma.2019.05.031
- 20. Biswas S, Hazra GC, Purakayastha TJ, Saha N, Mitran T, Roy SS, et al. Establishment of critical limits of indicators and indices of soil quality in rice–rice cropping systems under different soil orders. Geoderma. 2017;292:34–48. https://doi.org/10.1016/j.geoderma.2017.01.003
- 21. Nabiollahi K, Taghizadeh-Mehrjardi R, Kerry R, Moradian S. Assessment of soil quality indices for salt-affected agricultural land in Kurdistan Province, Iran. Ecol Indic. 2017;83:482–94. https://doi.org/10.1016/j.ecolind.2017.08.001
- 22. Weil R, Brady N. The Nature and Properties of Soils. 15th ed. Upper Saddle River (NJ): Pearson; 2016. ISBN: 9780133254488.
- 23. Qadir M, Oster JD, Schubert S, Noble AD, Sahrawat KL. Phytoremediation of sodic and saline–sodic soils. Adv Agron. 2007;96:197–247. https://doi.org/10.1016/S0065-2113(06)96005-9
- 24. Lal R. Enhancing crop yields in the developing countries through restoration of the soil organic carbon pool in agricultural lands. Land Degrad Dev. 2006;17(2):197–209. https://doi.org/10.1002/ldr.696
- 25. Patil K, Biswas S, Mahapatra P, Purakayastha TJ, Das D, Raj R, et al. Long-term impact of manuring, fertilization and liming on soil resilience, enzyme activities and productivity under maize–wheat system in an acidic Alfisol. J Environ Biol. 2024;45(6):748–55. https://doi.org/10.22438/jeb/45/6/MRN-1018
- 26. Imtiaz M, Rashid A, Khan P, Memon MY, Aslam M. The role of micronutrients in crop production and human health. Pak J Bot. 2010;42(4):2565–78.
- 27. Blake GR, Hartge KH. Bulk density. In: Methods of Soil Analysis: Part 1. Physical and Mineralogical Methods. 2nd ed. Madison (WI): Soil Science Society of America; 1986. p. 363–75. https://doi.org/10.2136/sssabookser5.1.2ed.c13
- 28. Jolliffe IT. Principal Component Analysis for Special Types of Data. New York: Springer; 2002. https://doi.org/10.1007/b98835
- 29. Ghaemi M, Astaraei AR, Emami H, Nassiri Mahalati M, Sanaeinejad SH. Determining soil indicators for soil sustainability assessment using principal component analysis of Astan Quds-east of Mashhad, Iran. J Soil Sci Plant Nutr. 2014;14(4):1005–20. https://doi.org/10.4067/S0718-95162014005000077
- 30. Sahrawat KL, Wani SP. Soil testing as a tool for on-farm fertility management: experience from the semi-arid zone of India. Commun Soil Sci Plant Anal. 2013;44(6):1011–32. https://doi.org/10.1080/00103624.2012.750339
- 31. Goud BR, Raghavendra M, Prasad PS, Hatti V, Halli HM, Nayaka GV, et al. Sustainable Management and Restoration of the Fertility of Damaged Soils. Agriculture Issues and Policies. New York: Nova Science Publishers; 2022. ISBN: 9781685076146.
- 32. Masto RE, Chhonkar PK, Singh D, Patra AK. Changes in soil biological and biochemical characteristics in a long-term field trial on a subtropical Inceptisol. Soil Biol Biochem. 2006;38(7):1577–82. https://doi.org/10.1016/j.soilbio.2005.11.012
- 33. Sharma KL, Mandal B, Venkateswarlu B. Soil quality and productivity improvement under rainfed conditions – Indian perspectives. In: Resource Management for Sustainable Agriculture. London: IntechOpen; 2012. p. 203–30. https://doi.org/10.5772/45870
- 34. Wang X, Sun H, Wang C, Liu J, Guo Z, Gao L, et al. Predicting the soil bulk density using a new spectral PTF based on intact samples. Geoderma. 2024;449:117005. https://doi.org/10.1016/j.geoderma.2024.117005
- 35. Lal R. Soil carbon sequestration impacts on global climate change and food security. Science. 2004;304(5677):1623–7. https://doi.org/10.1126/science.1097396
- 36. Gupta AP. Micronutrient status and fertilizer use scenario in India. J Trace Elem Med Biol. 2005;18(4):325–31. https://doi.org/10.1016/j.jtemb.2005.04.003
- 37. Schoenholtz SH, Van Miegroet H, Burger JA. A review of chemical and physical properties as indicators of forest soil quality: challenges and opportunities. For Ecol Manag. 2000;138(1–3):335–56. https://doi.org/10.1016/S0378-1127(00)00570-8
- 38. Fageria NK, Baligar VC, Jones CA. Growth and Mineral Nutrition of Field Crops. 3rd ed. Boca Raton (FL): CRC Press; 2010. https://doi.org/10.1201/b10160
- 39. Cardoso EJ, Vasconcellos RL, Bini D, Miyauchi MY, Santos CA, Alves PR, et al. Soil health: looking for suitable indicators. What should be considered to assess the effects of use and management on soil health? Sci Agric. 2013;70(4):274–89. https://doi.org/10.1590/S0103-90162013000400009
- 40. Minhas PS, Qadir M. Managing saline water for irrigating agricultural crops. In: Irrigation Sustainability with Saline and Alkali Waters. Singapore: Springer; 2024. p. 73–102. https://doi.org/10.1007/978-981-97-4102-1_4
- 41. Singh PD, Sharma J, Kumar P, Srinivasan S, Masakapalli SK. Mapping of on-field soil nutrient variabilities as a guiding force for smart farming: a case study from FarmerZone Sentinel-1 from three potato agroecological zones of India. Environ Monit Assess. 2024;196(9):785. https://doi.org/10.1007/s10661-024-12945-z
- 42. Islam M, Islam M, Hasan M, Hafeez AS, Chowdhury M, Pramanik M, et al. Salinity stress in maize (Zea mays L.): consequences, tolerance mechanisms, and management strategies. OBM Genet. 2024;8(2):232. https://doi.org/10.21926/obm.genet.2402232
- 43. Sharma P, Shukla MK, Mexal JG. Spatial variability of soil properties in agricultural fields of southern New Mexico. Soil Sci. 2011;176(6):288–302. https://doi.org/10.1097/SS.0b013e31821c0dab
- 44. Bastida F, Zsolnay A, Hernández T, García C. Past, present and future of soil quality indices: a biological perspective. Geoderma. 2008;147(3–4):159–71. https://doi.org/10.1016/j.geoderma.2008.08.007
- 45. Hobbs PR, Sayre K, Gupta R. The role of conservation agriculture in sustainable agriculture. Philos Trans R Soc B Biol Sci. 2008;363(1491):543–55. https://doi.org/10.1098/rstb.2007.2169
- 46. Brejda JJ, Karlen DL, Smith JL, Allan DL. Identification of regional soil quality factors and indicators II. Northern Mississippi Loess Hills and Palouse Prairie. Soil Sci Soc Am J. 2000;64(6):2125–35. https://doi.org/10.2136/sssaj2000.6462125x
- 47. Qadir M, Oster JD. Crop and irrigation management strategies for saline–sodic soils and waters aimed at environmentally sustainable agriculture. Sci Total Environ. 2004;323(1–3):1–9. https://doi.org/10.1016/j.scitotenv.2003.10.012
- 48. Dwivedi AK, Dwivedi BS. Impact of long-term fertilizer management for sustainable soil health and crop productivity: issues and challenges. Res J. 2015;49(3):374. ISSN: 0021-3721.
- 49. Tahat M, Alananbeh M, Othman A, Leskovar DI. Soil health and sustainable agriculture. Sustainability. 2020;12(12):4859. https://doi.org/10.3390/su12124859
- 50. Zornoza R, Mataix-Solera J, Guerrero C, Arcenegui V, Mataix-Beneyto J, Gómez I. Validating the effectiveness and sensitivity of two soil quality indices based on natural forest soils under Mediterranean conditions. Soil Biol Biochem. 2008;40(9):2079–87. https://doi.org/10.1016/j.soilbio.2008.03.017
Downloads
Download data is not yet available.