Research Articles
Vol. 13 No. sp5 (2026): Recent Advances in Agriculture
Georeferenced analysis of surface soil (0–15 cm) macro and micronutrient distribution and status at the Agricultural Research Station, Karimnagar, Telangana
Department of Soil Science and Agricultural Chemistry, Professor Jayashankar Telangana Agricultural University, Hyderabad 500 030, Telangana, India
Department of Agronomy, Professor Jayashankar Telangana Agricultural University, Hyderabad 500 030, Telangana, India
Department of Agronomy, Professor Jayashankar Telangana Agricultural University, Hyderabad 500 030, Telangana, India
Abstract
Soil fertility heterogeneity at micro-spatial scales remains a major constraint to efficient nutrient management in intensively cultivated systems. The present study assessed the spatial distribution and status of soil macro- and micronutrients at the Agricultural Research Station using geo-referenced soil analysis. A total of 43 surface soil samples (0–15 cm) were collected and analysed for physicochemical properties and available nutrients. Spatial interpolation was performed using inverse distance weighting (IDW) in a GIS environment to delineate nutrient variability across the study area. The soils were slightly acidic to neutral (pH 5.41–7.65), non-saline, and moderately supplied with organic carbon. Available nitrogen was predominantly deficient, whereas phosphorus and potassium were mostly in medium to high categories, indicating nutrient imbalance. Sulphur was uniformly sufficient, while boron was deficient throughout the study area and iron deficiency was observed in a considerable portion of the farm. Correlation analysis revealed that soil pH exerted a strong influence on micronutrient availability, showing significant negative relationships with Fe, Mn, and Cu. Positive associations among these micronutrients suggested common geochemical controls. Principal Component Analysis (PCA) indicated that the first two components explained 43.5% of the total variance, with Fe, Mn, Cu, and available phosphorus contributing substantially to soil variability. The integration of geo-referenced sampling, multivariate analysis, and GIS-based spatial mapping enabled precise identification of nutrient-deficient zones. The study highlights the need for site-specific nutrient management, particularly targeted nitrogen and boron fertilization, to improve nutrient use efficiency, sustain soil health, and enhance crop productivity under semi-arid conditions.
References
- 1. Food and Agriculture Organization. Status of the World’s Soil Resources (SWSR)-Main Report. Rome (Italy): FAO; 2015.
- 2. Smith P, Poch RM, Lobb DA, Bhattacharyya R, Alloush G, Eudoxie GD, et al. Status of the world's soils. Annu Rev Environ Resour. 2024;49:73–104. https://doi.org/10.1146/annurev-environ-030323-075629
- 3. Intergovernmental Panel on Climate Change. Climate Change and Land: An IPCC Special Report on Climate Change, Desertification, Land Degradation, Sustainable Land Management, Food Security and Greenhouse Gas Fluxes in Terrestrial Ecosystems. Geneva (Switzerland): IPCC; 2019.
- 4. United Nations. Transforming our World: The 2030 Agenda for Sustainable Development. New York (USA): United Nations; 2015.
- 5. Singh A, Pandey AK, Shukla P. Micronutrient deficiency in Indian soil: causes, correction strategies, impact on crops and their management in Indian agriculture. J Sci Res Rep. 2026;32(4):376–92. https://doi.org/10.9734/jsrr/2026/v32i44104
- 6. Pawar T, Waghdhare D, Shinde S, Ghorpade V, Bhosale P, Gosavi A. GPS-GIS based assessment of soil micronutrients of Agriculture College Farm, Pune, India. Int J Plant Soil Sci. 2025;37(9):557–69. https://doi.org/10.9734/ijpss/2025/v37i95735
- 7. Shukla AK, Behera SK. All India coordinated research project on micro- and secondary nutrients and pollutant elements in soils and plants: research achievements and future thrusts. Indian J Fertil. 2019;15(5):522–43.
- 8. Reddy GK, Sharma SHK, Jayasree G, Hussain SA, Triveni S, Neelima TL. Assessment of spatial variability of soil fertility status of Nagarjuna Sagar Left Bank command area in Nalgonda district, Telangana using GIS-GPS. Pharma Innov J. 2021;10(SP-7):481–9.
- 9. Bhagwan PV, Anjaiah T, Ravali C, Devi MU, Neelima TL, Chary DS, et al. Delineating soil fertility management zones using geostatistics and fuzzy clustering in semi-arid maize systems in India. Environ Monit Assess. 2025;197:1230. https://doi.org/10.1007/s10661-025-14608-z
- 10. Harsha M, Sathish A, Ananthakumar MA. Assessment of soil quality indicators of Channegowdarapalya micro-watershed, Tumkur, Karnataka. J Indian Soc Soil Sci. 2021;69(3):233–47. https://doi.org/10.5958/0974-0228.2021.00047.5
- 11. Jackson ML. Soil chemical analysis. Bombay (India): Oxford IBH Publishing House; 1973.
- 12. Walkley A, Black IA. An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method. Soil Sci. 1934;37(1):29–38. https://doi.org/10.1097/00010694-193401000-00003
- 13. Subbaiah BV, Asija CL. A rapid procedure for the estimation of available nitrogen in soils. Curr Sci. 1956;25:32.
- 14. Olsen SR, Cole CV, Watanabe FS, Dean LA. Estimation of available phosphorus in soils by extraction with sodium bicarbonate. USDA Circ. 1954;939.
- 15. Chesnin L, Yien CH. Turbidimetric determination of available sulphates. Soil Sci Soc Am Proc. 1951;15:149–51. https://doi.org/10.2136/sssaj1951.036159950015000C0032x
- 16. Lindsay WL, Norvell WA. Development of 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
- 17. Berger KC, Truog E. Boron determination in soils and plants using the quinalizarin reaction. Ind Eng Chem Anal Ed. 1939;11(10):540–5. https://doi.org/10.1021/ac50138a007
- 18. Webster R, Oliver MA. How large a sample is needed to estimate the regional variogram adequately? In: Soares A, editor. Geostatistics Troia '92. Vol 1. Dordrecht: Kluwer Academic Publishers; 1993. p.155–66. https://doi.org/10.1007/978-94-011-1739-5_14
- 19. Poojitha M, Reddy GK, Reddy KPC, Pasha ML. Impact of land use systems on soil phosphorus and potassium in Khammam district, Telangana state. Int J Res Agron. 2024;7(8):137–40. https://doi.org/10.33545/2618060X.2024.v7.i8b.1205
- 20. Reddy G, Sharma H, Jayasree G, Hussain S, Sodimalla T, Neelima T. Soil fertility mapping of Patancheru area, Sangareddy district, Telangana using GPS-GIS. J Res PJTSAU. 2021;49(4):50–60.
- 21. Van Keulen H. Nitrogen and water requirements for crop production in arid and semi-arid regions. In: Proceedings of the Symposium on Water and Nitrogen in Arid and Semi-Arid Agriculture. Wageningen, Netherlands; 1975. p.3–27.
- 22. Barton L, Sands K, Islam A, Schwenke G, Murphy DV, Guppy C, et al. Soil nitrogen supply and nitrogen fertilizer losses from Australian dryland grain cropping systems. Soil Res. 2022;60(6):529–45. https://doi.org/10.1071/SR21210
- 23. Liu S, Wang X, Yin B, Qin S, Zhang Y, Deng A, et al. Ammonia volatilization as the major nitrogen loss pathway in dryland agro-ecosystems: a review. J Clean Prod. 2020;275:122790. https://doi.org/10.1016/j.jclepro.2020.122790
- 24. Yadav GS, Das A, Lal R, Babu S, Datta M, Meena RS, et al. Distribution of mineral nitrogen in long-term conservation agriculture under semi-arid conditions and its implications for soil fertility. Arch Agron Soil Sci. 2021;67(13):1821–37. https://doi.org/10.1080/03650340.2020.1832440
- 25. Shravani PD, Reddy GK, Ramprasad M, Reddy KI. Assessment of physicochemical and chemical properties of soils under turmeric growing sites of Nizamabad district, Telangana. Int J Res Agron. 2025;8(SP-8):272–6. https://doi.org/10.33545/2618060X.2025.v8.i8Sd.3551
- 26. Reddy GK, Goverdhan V, Satish Kumar YS. Distribution of DTPA extractable micronutrient cations in soils of Nalgonda district of Andhra Pradesh. Ann Plant Soil Res. 2014;16(2):121–4.
- 27. Fergus IF. Manganese toxicity in an acid soil. Queensland J Agric Sci. 1954;11(1):15–27.
- 28. Johnson DB, Kanao T, Hedrich S. Redox transformations of iron at extremely low pH: fundamental and applied aspects. Front Microbiol. 2012;3:96. https://doi.org/10.3389/fmicb.2012.00096
- 29. Nachtigall GR, Nogueirol RC, Alleoni LRF, Cambri MA. Copper concentration of vineyard soils as a function of pH variation and addition of poultry litter. Braz Arch Biol Technol. 2007;50(6):941–8. https://doi.org/10.1590/S1516-89132007000700005
- 30. Gurav PP, Ray SK, Datta SC, Choudhari PL, Hartmann C. Role of clay cation exchange capacity, location of charge and clay mineralogy on potassium availability in Indian Vertisols. Clays Clay Miner. 2024;72:e3. https://doi.org/10.1017/cmn.2024.6
- 31. Gudla SL, Devarakonda N, Ray S, Varikuppala M. Evaluating the primary macronutrients and their correlations with pH, electrical conductivity, organic carbon and soil nutrient index in Anantapur district, Andhra Pradesh, India. Int J Plant Soil Sci. 2023;35(20):490–7. https://doi.org/10.9734/ijpss/2023/v35i203832
- 32. Yao Y, Dai Q, Gao R, Yi X, Wang Y, Hu Z. Characteristics and factors influencing soil organic carbon composition by vegetation type in spoil heaps. Front Plant Sci. 2023;14:1240217. https://doi.org/10.3389/fpls.2023.1240217
- 33. Carrascosa A, Moreno G, Cotrufo MF, Frade C, Rodrigo S, Rolo V. Improved management increases soil mineral-protected organic carbon storage via plant-microbial-nutrient mediation in semi-arid grasslands. SOIL. 2025;11:911–37. https://doi.org/10.5194/soil-11-911-2025
- 34. Riyabati N, Sarangthem I. Micronutrient status of soils under jhum and terrace cultivation in Manipur. Int J Adv Sci Res Eng Trends. 2017;2(12):357–61.
- 35. Tamburi V, Shetty A, Shrihari S. Characterisation of spatial variability of vertisol micronutrients in the Deccan Plateau. Model Earth Syst Environ. 2020;6(1):173–82. https://doi.org/10.1007/s40808-019-00669-w
- 36. Thombe SV, Badole WP, Chaure PR. Study of soil fertility and correlation of soil properties of selected villages under Jalyukt Shivar in Nagpur district. Int J Appl Res. 2020;6(7):241–4.
- 37. Yang X, Liu C, Liang C, Wang T, Tian J. The phosphorus–iron nexus: decoding nutrient interaction in soil and plant. Int J Mol Sci. 2024;25:6992. https://doi.org/10.3390/ijms25136992
- 38. Siddiqui MH, Al-Whaibi MH, Basalah MO, Ali HM. Role of nitrogen in alleviating boron toxicity in canola grown on calcareous soil. Commun Soil Sci Plant Anal. 2016;47(5):1–12.
- 39. Wen X, Xu P, Tang Y, Zhong H, Chen P, Zhu Z, et al. Effect of copper on nitrogen uptake, transportation, assimilation processes and related gene expression in Chinese cabbage [Brassica campestris L. ssp. chinensis (L.)]. Front Plant Sci. 2024;15:1427720. https://doi.org/10.3389/fpls.2024.1427720
- 40. Chavan A, Wahane M, Khobragade N, Damodhar V, Dodake S, Prasad J. Cationic micronutrients distribution in relation to potassium fractions in acid soils of the Western Ghats of Maharashtra. J Indian Soc Coastal Agric Res. 2025;43(1):20–8. https://doi.org/10.54894/JISCAR.43.1.2025.164877
- 41. Supriya B, Medda P, Rakesh S. Impact of boron and potassium and their interaction on potassium content in the soil, leaf, nut and yield parameters of arecanut in Terai region of West Bengal. J Pharmacogn Phytochem. 2019;8(3):4401–5. https://doi.org/10.20546/ijcmas.2019.803.237
Downloads
Download data is not yet available.