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Implementation of environmental regulation strategies for nitrogen pollution in river basins: a stakeholder game perspective

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Abstract 

With the rapid development of modern agriculture, non-point source nitrogen pollution from higher polluting farms has become one of the main contributions to the eutrophication of the watershed. This paper first constructed a tripartite evolutionary game model concerning local governments, higher polluting farms, and consumers, all of which participate in the reduction of nitrogen pollution in the river basin. Secondly, the evolution process of evolutionary stability strategy (ESS) and the impact of critical parameters on the strategies of the three stakeholders were analyzed through numerical simulation. The results demonstrated that (1) six ESSs of the system are determined, only (1, 0, 1) is regarded as the most ideal ESS: regulation by local governments, higher polluting farms adopting not purchasing emission rights, and consumers purchasing green agricultural products. (2) The regulation strategy of local governments depends on comparing political losses with the sum of emission reduction subsidies and the supervision cost. (3) The marginal abatement costs, the price of nitrogen emission permits, nitrogen use efficiency, and the subsidy standard for unit emission reduction are the main factors that affect the ESS of higher polluting farms. (4) The ESS of consumers is significantly affected by low-nitrogen preference, government subsidies, and nitrogen use efficiency. This study suggests that the government should strengthen the supervision of the watershed environment from the aspects of improving the market mechanism of nitrogen trading, establishing a dynamic monitoring system, and innovating a subsidy mechanism.

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References

  • Ackermann A, Mahnkopf J, Heidecke C, Venohr M (2016) Reducing agricultural nitrogen inputs in the German Baltic Sea catchment – trends and policy options. Water Sci Technol 74(5):1060–1068

    Article  CAS  Google Scholar 

  • Benchekroun H, Chaudhuri AR (2014) Transboundary pollution and clean technologies. Resour Energy Econ 36(2):601–619

    Article  Google Scholar 

  • Chen S (2013) The game analysis of negative externality of environmental logistics and governmental regulation. Int J Environ Pollut 51(3–4):143–155

    Article  CAS  Google Scholar 

  • Cox TJ, Rutherford JC, Kerr SC, Smeaton DC, Palliser CC (2013) An integrated model for simulating nitrogen trading in an agricultural catchment with complex hydrogeology. J Environ Manage 127:268–277

    Article  CAS  Google Scholar 

  • Delgado J, Ascough J, Lighthart N, Neer D (2020) Potential use of a new nitrogen trading tool to assess nitrogen management practices to protect groundwater quality. Comput Electron Agr 169:105195

    Article  Google Scholar 

  • Dong X, Li C, Li J, Wang J, Huang W (2010) A game-theoretic analysis of implementation of cleaner production policies in the Chinese electroplating industry. Resour Conserv Recy 54(12):1442–1448

    Article  Google Scholar 

  • Fan R, Dong L (2018) The dynamic analysis and simulation of government subsidy strategies in low-carbon diffusion considering the behavior of heterogeneous agents. Energ Policy 117:252–262

    Article  Google Scholar 

  • Franzén F, Dinnétz P, Hammer M (2016) Factors affecting farmers’ willingness to participate in eutrophication mitigation—a case study of preferences for wetland creation in Sweden. Ecol Econ 130:8–15

    Article  Google Scholar 

  • Friedman D (1991) Evolutionary games in economics. Econ. Times 59(3):637–666

    Google Scholar 

  • Gao S, Ling S, Liu X, Dou X, Wu R (2020) Understanding local government’s information disclosure in China’s environmental project construction from the dual-pressure perspective. J Clean Prod 263:121311

    Article  Google Scholar 

  • Ghosh G, Ribaudo M, Shortle J (2011) Baseline requirements can hinder trades in water quality trading programs: evidence from the Conestoga watershed. J Environ Manage 92(8):2076–2084

    Article  CAS  Google Scholar 

  • Hanief A, Laursen AE (2019) Meeting updated phosphorus reduction goals by applying best management practices in the Grand River watershed, southern Ontario. Ecol Eng 130:169–175

    Article  Google Scholar 

  • Hansen LB, Termansen M, Hasler B (2019) The potential for nitrogen abatement trading in agriculture: a hypothetical market experiment. J Agr Econ 70(3):812–839

    Article  Google Scholar 

  • Hardy SD, Hardy SD, Koontz TM, Koontz TM (2008) Reducing nonpoint source pollution through collaboration: policies and programs across the U.S. states. Environ Manage (New York) 41(3):301–310

    Google Scholar 

  • Harrington W, Morgenstern RD, Nelson P (2000) On the accuracy of regulatory cost estimates. J Policy Anal Manag 19(2):297–322

    Article  Google Scholar 

  • Henseler M, Delzeit R, Adenäuer M et al (2020) Nitrogen tax and set-aside as greenhouse gas abatement policies under global change scenarios: a case study for Germany. Environ Resource Econ 76:299–329

    Article  Google Scholar 

  • Horan RD (2001) Differences in social and public risk perceptions and conflicting impacts on point/diffuse trading ratios. Am J Agr Econ 83(4):934–941

    Article  Google Scholar 

  • Jiang K, You D, Li Z, Shi S (2019a) A differential game approach to dynamic optimal control strategies for watershed pollution across regional boundaries under eco-compensation criterion. Ecol Indic 105:229–241

    Article  Google Scholar 

  • Jiang K, You D, Merrill R, Li Z (2019b) Implementation of a multi-agent environmental regulation strategy under Chinese fiscal decentralization: an evolutionary game theoretical approach. J Clean Prod 214:902–915

    Article  Google Scholar 

  • Bárcena-Ruiz JC (2006) Environmental taxes and first-mover advantages. Environ Resour Econ 35(1):19–39

    Article  Google Scholar 

  • Kanter DR, Zhang X, Mauzerall DL (2015) Reducing nitrogen pollution while decreasing farmers’ costs and increasing fertilizer industry profits. J Environ Qual 44(2):325–335

    Article  CAS  Google Scholar 

  • Keeler BL, Gourevitch JD, Polasky S, Isbell F, Tessum CW, Hill JD, Marshall JD (2016) The social costs of nitrogen. Sci Adv 2(10):e1600219

    Article  Google Scholar 

  • Lankoski J, Ollikainen M (1999) The environmental effectiveness of alternative agri-environmental policy reforms: theoretical and empirical analysis. Agric Food Sci 8:321–331

    Article  Google Scholar 

  • Lei C, Lin Y, Zeng Y, Wang Y, Yuan Y, Shi B (2020) A cleaner deliming technology with glycine for ammonia-nitrogen reduction in leather manufacture. J Clean Prod 245:118900

    Article  CAS  Google Scholar 

  • Li J, Li H, Shen B, Li Y (2011) Effect of non-point source pollution on water quality of the Weihe River. Int J Sediment Res 26:50–61

    Article  CAS  Google Scholar 

  • Liu Z (Leo), Anderson TD, Cruz M (2012) Consumer environmental awareness and competition in two-stage supply chains. Eur J Oper Res 218(3):602–613

    Article  Google Scholar 

  • Lungarska A, Jayet P (2018) Impact of spatial differentiation of nitrogen taxes on French farms’ compliance costs. Environ Resour Econ 69(1):1–21

    Article  Google Scholar 

  • Lyapunov AM (1992) The general problem of the stability of motion. Int J Control 55(3):531–534

    Article  Google Scholar 

  • Lyu C, Li X, Yuan P, Song Y, Gao H, Liu X et al (2021) Nitrogen retention effect of riparian zones in agricultural areas: A meta-analysis. J Clean Prod 315:128143

    Article  CAS  Google Scholar 

  • Meyer-Aurich A, Karatay YN, Nausediene A, Kirschke D (2020) Effectivity and cost efficiency of a tax on nitrogen fertilizer to reduce GHG emissions from agriculture. Atmosphere 11(6):607

    Article  CAS  Google Scholar 

  • Nielsen R (2012) Introducing individual transferable quotas on nitrogen in Danish fresh water aquaculture: production and profitability gains. Ecol Econ 75:83–90

    Article  Google Scholar 

  • Nielsen R, Andersen JL, Bogetoft P (2014) Dynamic reallocation of marketable nitrogen emission permits in Danish freshwater aquaculture. Mar Resour Econ 29(3):219–239

    Article  Google Scholar 

  • Nigussie A, Kuyper TW, Bruun S, de Neergaard A (2016) Vermicomposting as a technology for reducing nitrogen losses and greenhouse gas emissions from small-scale composting. J Clean Prod 139:429–439

    Article  CAS  Google Scholar 

  • Ribaudo M, Gottlieb J (2011) Point-nonpoint trading – can it work? J Am Water Resour as 47(1):5–14

    Article  Google Scholar 

  • Ribaudo M, Savage J, Talberth J (2014) Encouraging reductions in nonpoint source pollution through point-nonpoint trading: the roles of baseline choice and practice subsidies. Appl Econ Perspect (P) 36(3):560–576

    Article  Google Scholar 

  • Ritzberger K, Weibull JW (1995) Evolutionary selection in normal-form games. Econometrica 63(6):1371–1399

    Article  Google Scholar 

  • Schmidt A, Mack G, Mann S, Six J (2021) Reduction of nitrogen pollution in agriculture through nitrogen surplus quotas: an analysis of individual marginal abatement cost and different quota allocation schemes using an agent-based model. J Environ Plann Manag 64(8):1375–1391

    Article  Google Scholar 

  • Shen J, Gao X, He W, Sun F, Zhang Z, Kong Y et al (2021) Prospect theory in an evolutionary game: construction of watershed ecological compensation system in Taihu Lake Basin. J Clean Prod 291:125929

    Article  CAS  Google Scholar 

  • Shen L, Wang Y (2018) Supervision mechanism for pollution behavior of Chinese enterprises based on haze governance. J Clean Prod 197:571–582

    Article  Google Scholar 

  • Shi G, Wang J, Zhang B, Zhang Z, Zhang Y (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 Manage 177:145–152

    Article  Google Scholar 

  • Sith R, Watanabe A, Nakamura T, Yamamoto T, Nadaoka K (2019) Assessment of water quality and evaluation of best management practices in a small agricultural watershed adjacent to Coral Reef area in Japan. Agr Water Manage 213:659–673

    Article  Google Scholar 

  • Smith W, Grant B, Qi Z, He W, VanderZaag A, Drury CF et al (2019) Assessing the impacts of climate variability on fertilizer management decisions for reducing nitrogen losses from corn silage production. J Environ Qual 48(4):1006–1015

    Article  CAS  Google Scholar 

  • Song X, Lu Y, Shen L, Shi X (2018) Will China’s building sector participate in emission trading system? Insights from modelling an owner’s optimal carbon reduction strategies. Energ Policy 118:232–244

    Article  Google Scholar 

  • Spicer E, Swaffield S, Moore K (2021) Agricultural land use management responses to a cap and trade regime for water quality in Lake Taupo catchment, New Zealand. Land use policy 102:105200

    Article  Google Scholar 

  • Spicer EA, Swaffield S, Moore K (2021) Agricultural land use management responses to a cap and trade regime for water quality in Lake Taupo catchment, New Zealand. Land Use Policy 102:105200

    Article  Google Scholar 

  • Sterner T, Höglund Isaksson L (2006) Refunded emission payments theory, distribution of costs, and Swedish experience of NOx abatement. Ecol Econ 57(1):93–106

    Article  Google Scholar 

  • Sun X, Wang W, Pang J, Liu X, Zhang M (2021) Study on the evolutionary game of central government and local governments under central environmental supervision system. J Clean Prod 296:126574

    Article  Google Scholar 

  • Wang C, Wang W, Huang R (2017) Supply chain enterprise operations and government carbon tax decisions considering carbon emissions. J Clean Prod 152:271–280

    Article  Google Scholar 

  • Wang M, Li Y, Cheng Z, Zhong C, Ma W (2021) Evolution and equilibrium of a green technological innovation system: Simulation of a tripartite game model. J Clean Prod 278:123944

    Article  Google Scholar 

  • Wang Q, Zhao D, He L (2016) Contracting emission reduction for supply chains considering market low-carbon preference. J Clean Prod 120:72–84

    Article  Google Scholar 

  • Wang X, Zhang W, Huang Y, Li S (2004) Modeling and simulation of point-non-point source effluent trading in Taihu Lake area: perspective of non-point sources control in China. Sci Total Environ 325(1):39–50

    Article  CAS  Google Scholar 

  • Wang Y, Wang D, Shi X (2021) Exploring the dilemma of overcapacity governance in China’s coal industry: a tripartite evolutionary game model. Resour policy 71:102000

    Article  Google Scholar 

  • Wu L, Li P, Ma X (2016) Estimating nonpoint source pollution load using four modified export coefficient models in a large easily eroded watershed of the loess hilly–gully region, China. Environ Earth Sci 75:1056

    Article  CAS  Google Scholar 

  • Xi X, Zhang J (2020) Complexity analysis of a decision-making game concerning governments and heterogeneous agricultural enterprises with bounded rationality. Chaos Soliton Fract 140:110220

    Article  Google Scholar 

  • Xi X, Zhang Y (2021) Complexity analysis of production, fertilizer-saving level, and emission reduction efforts decisions in a two-parallel agricultural product supply chain. Chaos Soliton Fract 152:111358

    Article  Google Scholar 

  • Xu L, Zhou Z, Du J (2020) An evolutionary game model for the multi-agent co-governance of agricultural non-point source pollution control under intensive management pattern in China. Int J Env Res Pub He 17(7):2472

    Article  Google Scholar 

  • Xue Y, Luan W, Yang Y, Wang H (2021) Evolutionary game for the stakeholders in livestock pollution control based on circular economy. J Clean Prod 282:125403

    Article  Google Scholar 

  • Yang G, Ji H, Liu H, Feng Y, Zhang Y, Chen L et al (2021) Nitrogen fertilizer reduction in combination with Azolla cover for reducing ammonia volatilization and improving nitrogen use efficiency of rice. PeerJ 9:e11077

    Article  Google Scholar 

  • Yi Y, Li J (2018) The effect of governmental policies of carbon taxes and energy-saving subsidies on enterprise decisions in a two-echelon supply chain. J Clean Prod 181:675–691

    Article  Google Scholar 

  • Yu X, Wang H (2013) How should the center lead China’s reforestation efforts?—policy making games between central and local governments. Resour Conserv Recy 80(1):64–84

    Article  CAS  Google Scholar 

  • Yu X (2011) Transboundary water pollution management Lessons learned from river basin management in China, Europe and The Netherlands. Social Sci Electronic Publish 7(1):188–203

    Google Scholar 

  • Zhang JX, Xi X (2020) Complexity analysis of a 3-player game with bounded rationality participating in nitrogen emission reduction. Complexity 2020:1–16

    CAS  Google Scholar 

  • Zhang S, Wang C, Yu C (2019) The evolutionary game analysis and simulation with system dynamics of manufacturer’s emissions abatement behavior under cap-and-trade regulation. Appl Math Comput 355:343–355

    Google Scholar 

  • Zhao R, Zhao R, Han J, Han J, Zhong S, Zhong S et al (2018) Interaction between enterprises and consumers in a market of carbon-labeled products: a game theoretical analysis. Environ Sci Pollut R 25(2):1394–1404

    Article  CAS  Google Scholar 

  • Zhou X, Ye W, Zhang B (2016) Introducing nonpoint source transferable quotas in nitrogen trading: the effects of transaction costs and uncertainty. J Environ Manage 168:252–259

    Article  Google Scholar 

Download references

Acknowledgements

We are very grateful to the editors and anonymous reviewers for reviewing this paper.

Funding

This research is supported in part by the National Natural Science Foundation of China (No. 72071040), the Major Program of the National Social Science Foundation of China (21&ZD118), the Major Project for Philosophy and Social Sciences Research in Jiangsu Province (No. 2018SJZDA005), and the Fundamental Research Funds for the Central Universities (No. 2242021k30005).

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Xuan Xi: investigation, writing – original draft, writing – review and editing, methodology, resources. Yulin Zhang: conceptualization, project administration, supervision, validation, writing – review and editing.

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Correspondence to Yulin Zhang.

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Xi, X., Zhang, Y. Implementation of environmental regulation strategies for nitrogen pollution in river basins: a stakeholder game perspective. Environ Sci Pollut Res 29, 41168–41186 (2022). https://doi.org/10.1007/s11356-022-18609-0

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