Soil quality assessment and mapping in basaltic terrain of Central India for sustainable soil and crop management using integrated PCA and GIS

Authors

  • Ingle Sagar Nandulal ICAR-National Bureau of Soil Survey and Land Use Planning, Nagpur – 440 033, India https://orcid.org/0000-0002-0674-0101
  • MSS Nagaraju ICAR-National Bureau of Soil Survey and Land Use Planning, Nagpur – 440 033, India
  • Nirmal Kumar ICAR-National Bureau of Soil Survey and Land Use Planning, Nagpur – 440 033, India
  • Jagdish Prasad ICAR-National Bureau of Soil Survey and Land Use Planning, Nagpur – 440 033, India
  • Pramod Tiwary ICAR-National Bureau of Soil Survey and Land Use Planning, Nagpur – 440 033, India
  • Rajeev Srivastava ICAR-National Bureau of Soil Survey and Land Use Planning, Nagpur – 440 033, India
  • Nisha Sahu ICAR-Indian Institute of Soil Science, Bhopal-462 038, India
  • Bharat Lal Bihar Agricultural University Sabour, Bhagalpur-813 210, India
  • Sai Parasar Das Bihar Agricultural University Sabour, Bhagalpur-813 210, India
  • Amit Kumar Pradhan Bihar Agricultural University Sabour, Bhagalpur-813 210, India https://orcid.org/0000-0002-0389-1297
  • Kasturikasen Beura Bihar Agricultural University Sabour, Bhagalpur-813 210, India
  • Karad Gaurav Uttamrao Bihar Agricultural University Sabour, Bhagalpur-813 210, India

DOI:

https://doi.org/10.14719/pst.4607

Keywords:

Soil quality, MDS, PCA, bareli watershed, basalt, land recourse management

Abstract

The cereal-based cropping system plays a vital role in ensuring food security in the Indian subcontinent. However, the productivity of these systems has seen a continuous decline due to the degradation of soil quality. This study aims to develop a Soil Quality Index (SQI) for such cropping systems. A detailed survey was conducted in the Bareli watershed of Seoni district, Madhya Pradesh, at a 1:10000 scale using high-resolution satellite data and Geographic Information System (GIS) technology. The survey identified and mapped 5 soil series: Diwartola, Diwara, Bareli-1, Bareli-2 and Bareli-3. Soil quality was evaluated based on morphological, physical and chemical properties as well as fertility parameters. Key indicators for soil quality assessment included sand, silt, clay content, bulk density, hydraulic conductivity, available water capacity and coefficient of linear extensibility (COLE). Additionally, pH, electrical conductivity, organic carbon, cation exchange capacity and nutrients like N, P, K, Fe, Mn, Cu and Zn were considered. The SQI was calculated using integrated principal component analysis, which involved selecting a minimum data set (MDS), assigning weights and scoring indicators. The results revealed that Diwartola soils had high quality (242.7 ha, 13.5 % TGA), Bareli-1 and Bareli-3 soils were of medium quality (462.8 ha, 25.7 % TGA), while Diwara and Bareli-2 soils were of low quality (966.1 ha, 53.8 % TGA). Agro-interventions such as agri-horticulture, agro-forestry, silvi-pasture, intensive cultivation and soil and water conservation measures were recommended based on the different mapping units.

Downloads

Download data is not yet available.

References

Prasad J. Environmental implications of soil degradation in India-a review. Agricultural Reviews. 2004;25(1):57-63.

Ingle SN, MSS Nagaraju, N Sahu, N Kumar, P Tiwary, et al. Characterization, classification and evaluation of land resources for management of Bareli watershed in Seoni district, Madhya Pradesh using remote sensing and GIS. Journal of Soil and Water Conservation. 2019;18(1):1-10. https://doi.org/10.5958/2455-7145.2019.00001.8

Kuchanwar OD, Gabhane VV, Ingle SN. Remote sensing and GIS application for land resources appraisal of Ridhora watershed in Nagpur district, Maharashtra. Journal of Soil and Water Conservation. 2021;20(2):139-53. https://doi.org/10.5958/2455-7145.2021.00018.7

Bajpai BK. Optimising land use pattern for sustainable development: A region-wise analysis of Uttar Pradesh. Economic Affairs. 2013;58(2):97-110.

Sharma KL, Mandal UK, Srinivas, K, Vittal KPR, Mandal B, et al. Long term soil management effects on crop yields and soil quality in a dryland alfisol. Soil and Tillage Research. 2005;832:246-59. https://doi.org/10.1016/j.still.2004.08.002

Karlen DL, Mausbach MJ, Doan JW, Cline RG, Harris RF, Schuman GE. Soil quality: a concept, definition and framework for evaluation. Soil Sci Soc Am J. 1997;61:4-10. https://doi.org/10.2136/sssaj1997.03615995006100010001x

Bouma J, Droogers P. A procedure to derive land quality indicators for sustainable agricultural production. Geoderma. 1998;85:103-10. https://doi.org/10.1016/S0016-7061(98)00031-7

Acton DF, Gregorich LJ. The health of our soil towards sustainable agriculture in Canada. Centre for Land and Biological Resources Research, Agriculture and Agrifood Canada, Ottawa. 1995;138. https://doi.org/10.5962/bhl.title.58906

Wani SP, Sreedevi TK, Rockstrom J, Ramakrishna YS. Rainfed agriculture–past trends and future prospects. In: Wani SP, Rockstrom J, Oweis T. (Eds.), Rainfed Agriculture: Unlocking the Potential. CAB International, Wallingford (UK). 2009;1-35. https://doi.org/10.1079/9781845933890.0001

Sahrawat KL Wani SP, Pathak P, Rego TG. Managing natural resources of watersheds in the semi-arid tropics for improved soil and water quality: a review. Agric Water Manag. 2010;97:375-81. https://doi.org/10.1016/j.agwat.2009.10.012

Mausbach MJ, Saybold CA. Assessment of soil quality In: Lal, R. (Ed.), Soil Quality and Agriculture Sustainability. Ann Arbor Press, Chelsea, MI. 1998;38-43.

Aparicio V, Costa JL. Soil quality indicators under continuous cropping systems in the Argentinean Pampas. Soil Tillage Res. 2007;96:155-65. https://doi.org/10.1016/j.still.2007.05.006

Dumanski J, Pieri C. Land quality indicators (LQI): research plan. Agric Ecosyst Environ. 2000;81:93-102. https://doi.org/10.1016/S0167-8809(00)00183-3

Andrews SS, Carroll CR. Designing a soil quality assessment tool for sustainable agroecosystem management. Ecol Appl. 2001;11:1573-85. https://doi.org/10.2307/3061079

Andrews SS, Karlen DL, Mitchell JP. A comparison of soil quality indexing methods for vegetable production systems in northern California. Agric Ecosyst Environ. 2002;90:25-45. https://doi.org/10.1016/S0167-8809(01)00174-8

Shukla MK, Lal R, Ebinger M. Determining soil quality indicators by factor analysis. Soil Tillage Res. 2006;87:194-204. https://doi.org/10.1016/j.still.2005.03.011

Pal DK, Wani SP, Sahrawat KL. Vertisols of tropical Indian environments: Pedology and edaphology. Geoderma. 2012;189-190:28-49. https://doi.org/10.1016/j.geoderma.2012.04.021

Pal DK, Sarkar D, Bhattacharyya T, Datta SC, Chandran P, Ray SK. Impact of climate change in soils of semi-arid tropics (SAT). In: Climate Change and Agriculture (eds. Bhattacharyya T, Pal DK & Wani SP) Studium Press, New Delhi. 2013;113-21.

Karthikeyan K, Kumar N, Prasad J, Srivastava R. Soil quality and its assessment: A review. Journal of Soil and Water Conservation. 2015;14:(2):100-08.

Karlen DL, Stoott DE. A framework for evaluating physical and chemical indicators of soil quality. In: Defining Soil Quality for a Sustainable Environment, Soil Science Society of America, Madison, WI. America. 1994; special publication No. 35. https://doi.org/10.2136/sssaspecpub35.c4

Rezaei SA, Gilkes RJ, Andrews SS. A minimum data set for assessing soil quality in rangelands. Geoderma. 2006;136:(2):229-34. https://doi.org/10.1016/j.geoderma.2006.03.021

Govaerts BK, Sayre D, Deckers J. A minimum data set for soil quality assessment of wheat and maize cropping in the highlands of Mexico. Soil and Tillage Research. 2006;87:163-74. https://doi.org/10.1016/j.still.2005.03.005

Soil Survey Division Staff: Soil Survey Manual, Handbook No.18, USDA, Washington, DC; 2000.

Soil Survey Staff: Keys to Soil Taxonomy. ninth ed. United States Department of Agriculture, Natural Resources Conservation Service, Washington, DC; 2003.

Whitney DA, Soil salinity. In: Brown, J.R. (Ed.). Recommended Chemical Soil Test 707 Procedures for the North Central Region. North Central Regional Publication. 221 708 (revised). Missouri Agric. Exp, Stn. Bull. SB1001. 1998;59-60. https://doi.org/10.1159/000051443

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;37:29-38. https://doi.org/10.1097/00010694-193401000-00003

Piper CS. Soil and plant analysis. Reprinted by Hans Publishers, Bombay, India. 1966.

Schollenberger CJ, Simon RH. Determination of exchange capacity and exchangeable bases in soil. Ammonium acetate method. Soil Sci. 1945;59:13-24. https://doi.org/10.1097/00010694-194501000-00004

Sumner ME, Miller WP. Cation exchange capacity and exchange coefficients. In: Sparks DL, Page AL, Helmke PA. (Eds.), Methods of Soil Analysis Part 3, Chemical Methods. Soil Science Society of America, Madison, Wisconsin, USA. 1996;1201229. https://doi.org/10.2136/sssabookser5.3.c40

Subbaiah BV, Asija GL. A rapid procedure for determination of available nitrogen in soils. Current Science. 1956;25:259-60.

Watanabe FS, Olsen SR. Test of an ascorbic acid method for determining phosphorus in water and sodium bicarbonate extracts from soils. Proc Soil Science Society America. 1965;29:677-78. https://doi.org/10.2136/sssaj1965.03615995002900060025x

Jackson ML. Soil chemical analysis, Prentice Hall India Pvt. Ltd., New Delhi; 1967.

Lindsay WL, Norvell WA. Development of DTPA soil test for Fe, Mn, Zn and Cu. Soil Science Society of American Journal. 1978;42:421-27. https://doi.org/10.2136/sssaj1978.03615995004200030009x

Black CA, Evans DD, White JL, Ensmingel LE, Clark FE, (Eds.). Methods of soil analysis. Part I American Society of Agronomy Inc. Agronomy No. 9, Madison, Wisconsin, USA; 1965.

Schafer WM, Singer MJ. A new method of measuring shrink-swell potential using soil pastes. Soil Sci Soc Am J. 1976;40:805-06. https://doi.org/10.2136/sssaj1976.03615995004000050050x

Kaiser HF. The application of electronic computers to factor analysis. Educ Psychol Meas. 1960;29:141-51. https://doi.org/10.1177/001316446002000116

Bartlett MS. Properties of sufficiency and statistical tests. Proceedings of the Royal Society of London: Series A - Mathematical and Physical Sciences. 1937;160:268-82. https://doi.org/10.1098/rspa.1937.0109

Shapiro SS, Wilk WB. Testing the normality of several samples. Biometrica. 1965;52(3):591-611. https://doi.org/10.1093/biomet/52.3-4.591

Armenise ER, Gordon MA, Stellacci AM, Ciccarese A, Rubino P. Developing a soil quality index to compare soil fitness for agricultural use under different managements in the Mediterranean environment. Soil Tillage Research. 2013;130:91-98. https://doi.org/10.1016/j.still.2013.02.013

Waswa BS, Vlek PLG, Tamene LD, Okoth P, Mbakaya D Aingore S. Evaluating indicators of land degradation in smallholder farming systems of western Kenya. Geoderma. 2013;195-196:192-200. https://doi.org/10.1016/j.geoderma.2012.11.007

Qi Y, Darilek JL, Huang B, Zhao Y, Sun W, Gu Z. Evaluating soil quality indices in an agricultural region of Jiangsu Province, China. Geoderma. 2009;149:325-34. https://doi.org/10.1016/j.geoderma.2008.12.015

Andrews SS, Mitchell JP, Mancinelli R, Karlen DL, Hartz TK, et al. On-farm assessment of soil quality in California’s Central valley. Agronomy Journal. 2002b;94:12-23. https://doi.org/10.2134/agronj2002.1200

Lal R. Why carbon sequestration in agricultural soils? In: Kimble, J.M., Lal, R., Follet RF (Eds.). Agricultural Practices and Policies for Carbon Sequestration in Soil. Lewis Publications, Boca Raton, FL, USA. 2002;21-30. https://doi.org/10.1201/9781420032291.ch3

Bhattacharyya T, Pal DK, Easter M. Modelled soil organic carbon stocks and changes in the indo- Gangetic Plains, India from 1980 to 2030. Agric Ecosyst Environ. 2007;122:84-94. https://doi.org/10.1016/j.agee.2007.01.010

Smith EG, Lerohl M, Messele T, Janzen HH. Soil quality attribute time paths: optimal level and values. Journal of Agricultural and Resource Economics. 2000;25:307-24.

Mukherjee A, Lal R. Comparison of soil quality index using three methods. PLoSOne. 2014; 9:1-15. https://doi.org/10.1371/journal.pone.0105981

Cherubin MR, Karlen DL, Carloscerri EP, Andre LC, et al. Soil quality indexing strategies for evaluating sugarcane expansion in Brazil. Plosone. 2016;11(3):2-26. https://doi.org/10.1371/journal.pone.0150860

Papendick RI. Assessment and monitoring of soil quality. In: Proc Int Conference Report and Abstract. Rodle Inst Emmaus. 1991; P.A.

Power JF, Myers RJK. The maintenance or improvement of farming systems in North America and Australia. In: Stewart, J.W.B. (Ed.), Soil Quality in Semi-Arid Agriculture. Proc of an Int Conf Sponsored by the Canadian Int Development Agency, 11 ± 16 June 1989. Saskatchewan, Canada. Saskatchewan Inst of Pedology, Saskatoon, Saskatchewan, Canada. 1989;273 ± 292.

Doran JW and Parkin TB. Quantitative indicators of soil quality: a minimum data set. In: ‘Methods for Assessing Soil Quality’. SSSA Soil Science Society of America: Madison, WI). 1996;49:25-37. https://doi.org/10.2136/sssaspecpub49.c2

Larsen WE, Pierce FJ. The dynamics of as a measure of sustainable management. In: Doran, J.W., Coleman, D.C., Bezdicek, D.F., Stewart, B.A. (Eds.), Defining Soil Quality for a Sustainable Environment SSSA. Special Publication. No. 3. SSSA and ASA, Madison, Wisconsin, USA. 1994;(3):37-51.

Kennedy AC, Papendick RI. Microbial characteristics of soil quality. Journal of Soil and Water Conservation. 1995;50(3):243-48.

Wang X, Gong Z. Assessment and analysis of soil quality changes after eleven years of reclamation in subtropical China. Geoderma. 1998;81:339-55. https://doi.org/10.1016/S0016-7061(97)00109-2

Kumar N, Singh SK, Mishra VN, et al. Soil quality ranking of a small sample size using AHP. Journal of Soil and Water Conservation. 2017;16(4):339-46. https://doi.org/10.4018/978-1-5225-7784-3.ch001

Sharma KL, Grace JK, Mandal UK, Gajbhiye PN, Srinivas K, et al. Evaluation of long term management practices using key indicator and soil quality indices in semiarid tropical Alfisols. Australian Journal of Soil Research. 2008;46:368-77. https://doi.org/10.1071/SR07184

Vasu D, Singh SK, Ray SK, Duraisami VP, Tiwary P, et al. Soil quality index (SQI) as a tool to evaluate crop productivity in semi-arid Deccan plateau, India. Geoderma. 2016;282:70-79. https://doi.org/10.1016/j.geoderma.2016.07.010

Ray SK, Bhattacharyya T, Reddy KR, Pal DK, et al. Soil and land quality indicators of the Indo-Gangetic plains of India. Curr Sci. 2014;107:1470-486. https://www.jstor.org/stable/24107210

Published

31-08-2024 — Updated on 03-09-2024

Versions

How to Cite

1.
Nandulal IS, MSS Nagaraju, Nirmal Kumar, Jagdish Prasad, Pramod Tiwary, Rajeev Srivastava, Nisha Sahu, Bharat Lal, Sai Parasar Das, Amit Kumar Pradhan, Kasturikasen Beura, Karad Gaurav Uttamrao. Soil quality assessment and mapping in basaltic terrain of Central India for sustainable soil and crop management using integrated PCA and GIS. Plant Sci. Today [Internet]. 2024 Sep. 3 [cited 2024 Dec. 24];11(3). Available from: https://horizonepublishing.com/journals/index.php/PST/article/view/4607

Issue

Section

Research Articles