Abstract
Soil erosion causes significant damage to humans by reducing soil productivity and filling reservoirs from sediment deposition in Narmada Basin, India; hence, it is important to recognize soil erosion prone areas for preventive steps in this basin. In this research, prioritization of sub-watersheds of Narmada Basin has been done using game theory-based approaches such as Condorcet and Fallback bargaining. For this purpose, Digital Elevation Model (DEM) generated by Shuttle Radar Topography Mission (SRTM) was used to extract and analyze 12 morphometric parameters including linear, aerial, and relief parameters. Based on the Condorcet and Fallback bargaining methods, the Mohgaon watershed came at the first priority ranking, that means it’s the most vulnerable watershed from the point of soil erosion (SE). Game theory was successfully implemented for prioritizing watersheds in term of SE. The findings showed that morphometric parameters and game theory approach have a high efficiency in recognizing areas that are vulnerable to erosion.
Similar content being viewed by others
Data Availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Adhami M, Sadeghi SHR (2016) Sub-watershed prioritization based on sediment yield using game theory. J Hydrol 541:977–987
Adhami M, Sadeghi SHR, Duttmann R, Sheikhmohammady M (2019) Changes in watershed hydrological behavior due to land use comanagement scenarios. J Hydrol 557:124001. https://doi.org/10.1016/j.jhydrol.2019.124001
Adhami M, Sadeghi SHR, Duttmann R, Sheikhmohammady M (2020) Best soil comanagement practices for two watersheds in Germany and Iran using game theory-based approaches. Sci Total Environ 698:134265
Aghelpour P, Varshavian V (2020) Evaluation of stochastic and artificial intelligence models in modeling and predicting of river daily flow time series. Stoch Env Res Risk A 34:33–50. https://doi.org/10.1007/s00477-019-01761-4
Alvandi E, Soleimani-Sardo M, Meshram SG, Dahmardeh Ghaleno MR (2021) Using Improved TOPSIS and Best Worst Method in prioritizing management scenarios for the watershed management in arid and semi-arid environments. Soft Computing. https://doi.org/10.1007/s00500-021-05933-9
Basaran A (2005) A method for strategic decision making in a watershed-game theory. ERSA conference papers (no. ersa05 p197). European regional science association. File URL: http://www-sre.wu-wien.ac.at/ersa/ersaconfs/ersa05/papers/197.pdf. Accessed 23–27 Aug 2005
Bhattacharyya R, Ghosh BN, Mishra PK, Mandal B, Rao CS, Sarkar D, Das K, Sankaranarayanan K, Lali M (2015) Soil degradation in India: challenges and potential solutions. Sustainability 7(4):1–43
Biswas S, Sudhakar S, Desai VR (2002) Remote sensing and geographic information system based approach for watershed conservation. J Surv Eng 128(3):108–124
Cao GH, Jiang DL, Tang RJ (2011) Dynamic optimal decision based on watershed eco-compensation. Application of differential game theory. Syst Eng 11:011
Chang CL, Hsu CH (2009) Multi-criteria analysis via the VIKOR method for prioritizing land-use restraint strategies in the Tseng-wen reservoir watershed. J Environ Manag 90:3226–3230
Chang CL, Lin YT (2014) Using the VIKOR method to evaluate the design of a water quality monitoring network in a watershed. Intl J Environ Sci Technol 11:303–310
Dahmardeh Ghaleno MR, Meshram SG, Alvandi E (2020) Pragmatic approach for prioritization of flood and sedimentation hazard potential of watersheds. Soft Computing 24:15701–15714. https://doi.org/10.1007/s00500-020-04899-4
Elkind E, Faliszewski P, Slinko A (2011) Homogeneity and monotonicity of distance rationalizable voting rules. Proc. of 10th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2011), Tumer, Yolum, Sonenberg and Stone (eds.), May, 2–6, 2011, Taipei, Taiwan, pp. 821–8281
Gajbhiye S, Mishra SK, Pandey A (2013a) A procedure for determination of design runoff curve number for Bamhani watershed. IEEE-international conference on advances in technology and engineering (ICATE), Bombay, 23-25 Jan. 2013,1(9):23-25, ISBN:978-1-4673-5618-3
Gajbhiye S, Mishra SK, Pandey A (2013b) Effect of seasonal/monthly variation on runoff curve number for selected watersheds of Narmada Basin. Int J Environ Sci 3(6):2019–2030
Gajbhiye S, Mishra SK, Pandey A (2014) Prioritizing erosion-prone area through morphometric analysis: an RS and GIS perspective. Appl Water Sci 4:51–61
Kim JB, Saunders PF, Finn JT (2005) Rapid assessment of soil erosion in the Rio Lempa Basin, Central America, using the universal soil loss equation and geographic information systems. Environ Manag 36(6):872–885
Kobryń A, Prystrom J (2016) A data pre-processing model for the TOPSIS method. Folia Oeconomica Stetinensia DOI 16:219–235. https://doi.org/10.1515/foli-2016-0036
Kucukmehmetoglu M (2012) An integrative case study approach between game theory and Pareto frontier concepts for the trans boundary water resources allocations. J Hydrol 450:308–319. https://doi.org/10.1016/j.jhydrol.2012.04.036
Liu C, Frazier P, Kumar L, Macgregor C, Blake N (2006) Catchment-wide wetland assessment and prioritization using the multi-criteria decision-making method TOPSIS. Environ Manag 38:316–326
Lu H, Prosser IP, Moran CJ, Gallant JC, Priestley G, Stevenson JG (2003) Predicting sheet wash and rill erosion over the Australian continent. Aust J Soil Res 41(6):1037–1062
Madani K (2010) Game theory and water resources. J Hydrol 381(3–4):225–238. https://doi.org/10.1016/j.jhydrol.2009.11.045
Madani K, Lund JR (2011) A Monte-Carlo game theoretic approach for multi-criteria decision making under uncertainty. Adv Water Resour 34:607–616
Madani K, Rouhani OM, Mirchi A, Gholizadeh S (2014) A negotiation support system for resolving an international trans-boundary natural resource conflict. Environ Model Softw 51:240–249. https://doi.org/10.1016/j.envsoft.2013.09.029
Mahjouri N, Bizhani-Manzar M (2013) Waste load allocation in rivers using fallback bargaining. Water Resour Manage 27(7):2125–2136. https://doi.org/10.1007/s11269-013-0279-2
Meena NK, Gautam R, Tiwari P (2017) Nutrient losses due to soil erosion. J Pharmacogn Phytochem SPI:1009–1011
Mekonnen M, Keesstra SD, Baartman JE, Stroosnijder L, Maroulis J (2017) Reducing sediment connectivity through man-made and natural sediment sinks in the Minizr catchment, Northwest Ethiopia. Land Degrad Dev 28(2):708–717
Meshram SG, Sharma SK (2017) Prioritization of watershed through morphometric parameters: a PCA-based approach. Appl Water Sci 7(3):1505–1519
Meshram SG, Alvandi E, Singh VP, Meshram C (2019) Comparison of AHP and fuzzy AHP models for prioritization of watersheds. Soft Comput 23(24):13615–13625
Meshram SG, Alvandi E, Meshram C, Kahya E, Al-Quraishi AMF (2020a) Application of SAW and TOPSIS in Prioritizing Watersheds. Water Resource Management 34:715–732
Meshram SG, Singh VP, Kahya E, Alvandi E, Meshram C, Sharma S (2020b) The feasibility of multi-criteria decision making approach for prioritization of sensitive area at risk of water erosion. Water Resource Management. https://doi.org/10.1007/s11269-020-02681-7
Mira MA, Ghazvinei PT, Sulaiman NMN, Basri NEA, Saheri S, Mahmood NZ, Jahan A, Begum RA, Aghamohammadi N (2016) Application of TOPSIS and VIKOR improved versions in a multi criteria decision analysis to develop an optimized municipal solid waste management model. J Environ Manag 166:109–115
Mulliner E, Malys N, Maliene V (2016) Comparative analysis of MCDM methods for the assessment of sustainable housing affordability. Omega 59:146–156
Patil RJ, Sharma SK, Tignath S (2015) Remote sensing and GIS based soil erosion assessment from an agricultural watershed. Arab J Geosci 8:6967–6984. https://doi.org/10.1007/s12517-014-1718-y
Raju KS, Kumar DN, Jalali A (2017) Prioritization of sub-catchments of a river basin using DEM and fuzzy VIKOR. H2 Open J 1:1–11. https://doi.org/10.2166/h2oj.2017.001
Salehi A, Izadikhah M (2014) A novel method to extend SAW for decision-making problems with interval data. Decision Sci Lett 3:225–236
Sheikhmohammady M, Kilgour DM, Hipel KW (2010) Modeling the Caspian Sea negotiations. Group Decis Negot 19(2):149–168
Shi GM, Wang JN, Zhang B, Zhang Z, Zhang YL (2016) Pollution control costs of a transboundary river basin: empirical tests of the fairness and stability of cost allocation mechanisms using game theory. J Environ Manag 177:145–152. https://doi.org/10.1016/j.jenvman.2016.04.015
Shih HS, Shyur HJ, Lee ES (2007) An extension of TOPSIS for group decision making. Math Comput Model 45:801–813. https://doi.org/10.1016/j.mcm.2006.03.023
Shojaie AB, Babaie S, Sayah E, Mohammaditabar D (2017) Analysis and prioritization of green health suppliers using fuzzy ELECTRE method with a case study. Glob J Flex Syst Manag 19:39–52. https://doi.org/10.1007/s40171-017-0168-2
Srinivasan R, Singh SK, Nayak DC, Hegde R, Ramesh M (2019) Estimation of soil loss by USLE model using remote sensing and GIS techniques - a case study of coastal Odisha, India. Eurasian J Soil Sci 8(4):321–328
Strahler AN (1957) Quantitative analysis of watershed geomorphology. Trans Am Geophys Union 38:913–920. https://doi.org/10.1029/TR038i006p00913
Su BB, Chang H, Chen YZ, He DR (2007) A game theory model of urban public traffic networks. Phys Stat Mech Appl 379(1):291–297. https://doi.org/10.1029/TR038i006p00913
Sun LJ, Gao ZY (2007) An equilibrium model for urban transit assignment based on game theory. Eur J Oper Res 181(1):305–314. https://doi.org/10.1016/j.ejor.2006.05.028
Teasley RL, McKinney DC (2011) Calculating the benefits of trans boundary river basin cooperation: the Syr Darya Basin. J Water Resour Plan Manag 137(6):481–490. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000141
Thakker AK, Dhiman SD (2007) Morphometric analysis and prioritization of miniwatersheds in Mohr watershed, Gujarat using remote sensing and GIS techniques. J Indian Soc Remote Sens 35(4):313–321
Üçler N, Engin GO, Köçken HG, Öncel MS (2015) Game theory and fuzzy programming approaches for bi-objective optimization of reservoir watershed management: a case study in Namazgah reservoir. Environ Sci Pollut Res 22(9):6546–6558. https://doi.org/10.1007/s11356-015-4181-8
UNEP (1997) World atlas of desertification. 2nd edition Arnold London. 77
Wang LZ, Fang L, Hipel KW (2003) Water resources allocation: a cooperative game theoretic approach. J Environ Informatics 2(2):11–22
Yalcin A (2008) GIS-based landslide susceptibility mapping using analytical hierarchy process and bivariate statistics in Ardesen (Turkey): comparison of results and confirmations. Catena 72:1–12. https://doi.org/10.1016/j.catena.2007.01.003
Yu X, Zhang S, Liao X, Qi X (2017) ELECTRE methods in prioritized MCDM environment. Inf Sci 424:301–316
Zavadskas EK, Peldschus F, Ustinovičius L, Turskis Z (2004) Game theory in building technology and management. Technika, Vilnius 195 p. ISBN 9986-05-700-0 (in Lithuanian)
Acknowledgements
The Authors extend their thanks to the Deanship of Scientific Research at King Khalid University for funding this work through the large research groups under grant number RGP. 2/173/42.
Funding
This research work was supported by the Deanship of Scientific Research at King Khalid University under Grant number RGP. 2/173/42.
Author information
Authors and Affiliations
Contributions
Conceptualization: Sarita Gajbhiye Meshram, Maryam Adhami; Data curation: Sarita Gajbhiye Meshram; Formal analysis: Maryam Adhami; Investigation: Sarita Gajbhiye Meshram, Maryam Adhami; Methodology: Maryam Adhami, Chandrashekhar Meshram; Resources: Sarita Gajbhiye Meshram; Software: Maryam Adhami; Supervision: Ozgur Kisi, Khaled Mohamed Khedher; Validation/ Visualization: Sarita Gajbhiye Meshram, Maryam Adhami; Writing – original draft: Sarita Gajbhiye Meshram, Chandrashekhar Meshram; Writing -review & editing: Ozgur Kisi, Khaled Mohamed Khedher.
Corresponding author
Ethics declarations
Ethics Approval and Consent to Participate
Not applicable.
Consent for Publication
Not applicable.
Competing Interests
The authors declare that they have no competing interests.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Meshram, S.G., Adhami, M., Kisi, O. et al. Identification of Critical Watershed for Soil Conservation Using Game Theory-Based Approaches. Water Resour Manage 35, 3105–3120 (2021). https://doi.org/10.1007/s11269-021-02856-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11269-021-02856-w