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Investigating the impact of energy consumption and nitrogen fertilizer on NOx emissions in China based on the environmental Kuznets curve

Author

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  • Bingjie Xu

    (Peking University)

  • Ruoyu Zhong

    (Shenzhen University)

  • Dan Liu

    (Nanjing Agricultural University)

  • Yifeng Liu

    (Hong Kong University of Science and Technology)

Abstract

This study investigates the environmental Kuznets curve (EKC) hypothesis for 30 provinces in China from 2006 to 2015 by using energy consumption per capita and nitrogen fertilizer per capita as complementary variables of nitrogen oxides (NOx) emissions per capita. The panel unit root tests, Pedroni panel cointegration, long-term parameter estimates, and Dumitrescu–Hurlin (D–H) causality tests are used in the model. The results are consistent with the inverted U-shaped EKC hypothesis and show that the inverted U-shaped EKC exists between economic growth and NOx emissions. Energy consumption and nitrogen fertilizer has significantly positive effects on NOx emissions. These results give prominence to the need for decreasing NOx emissions and reducing energy consumption and nitrogen fertilizer. The novelty of this study is to add the nitrogen fertilizer as a new variable by a panel of 30 provinces in China covering 2006–2015 and extend the EKC model, which helps to fill the academic gap in the existing literature. Graphic abstract

Suggested Citation

  • Bingjie Xu & Ruoyu Zhong & Dan Liu & Yifeng Liu, 2021. "Investigating the impact of energy consumption and nitrogen fertilizer on NOx emissions in China based on the environmental Kuznets curve," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(12), pages 17590-17605, December.
    • Handle: RePEc:spr:endesu:v:23:y:2021:i:12:d:10.1007_s10668-021-01401-4
    DOI: 10.1007/s10668-021-01401-4
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    1. Abid Rashid Gill & Kuperan K. Viswanathan & Sallahuddin Hassan, 2018. "A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce green house gases (GHG) in Malaysia," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(3), pages 1103-1114, June.
    2. Zhimin Zhou & Xinyue Ye & Xiangyu Ge, 2017. "The Impacts of Technical Progress on Sulfur Dioxide Kuznets Curve in China: A Spatial Panel Data Approach," Sustainability, MDPI, vol. 9(4), pages 1-27, April.
    3. List, John A. & Gallet, Craig A., 1999. "The environmental Kuznets curve: does one size fit all?," Ecological Economics, Elsevier, vol. 31(3), pages 409-423, December.
    4. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    5. Charfeddine, Lanouar & Mrabet, Zouhair, 2017. "The impact of economic development and social-political factors on ecological footprint: A panel data analysis for 15 MENA countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 138-154.
    6. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    7. Khoshnava, Seyed Meysam & Rostami, Raheleh & Zin, Rosli Mohamad & Kamyab, Hesam & Abd Majid, Muhd Zaimi & Yousefpour, Alireza & Mardani, Abbas, 2020. "Green efforts to link the economy and infrastructure strategies in the context of sustainable development," Energy, Elsevier, vol. 193(C).
    8. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2020. "The Environmental Kuznets Curve across Australian states and territories," Energy Economics, Elsevier, vol. 90(C).
    9. Moataz Elshimy & Khadiga M. El-Aasar, 2020. "Carbon footprint, renewable energy, non-renewable energy, and livestock: testing the environmental Kuznets curve hypothesis for the Arab world," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(7), pages 6985-7012, October.
    10. Palash, S.M. & Kalam, M.A. & Masjuki, H.H. & Masum, B.M. & Rizwanul Fattah, I.M. & Mofijur, M., 2013. "Impacts of biodiesel combustion on NOx emissions and their reduction approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 473-490.
    11. Mohaddeseh Azimi & Feng Feng & Yang Yang, 2018. "Air Pollution Inequality and Its Sources in SO 2 and NO X Emissions among Chinese Provinces from 2006 to 2015," Sustainability, MDPI, vol. 10(2), pages 1-25, January.
    12. Andreas Richter & John P. Burrows & Hendrik Nüß & Claire Granier & Ulrike Niemeier, 2005. "Increase in tropospheric nitrogen dioxide over China observed from space," Nature, Nature, vol. 437(7055), pages 129-132, September.
    13. Panayotou T., 1993. "Empirical tests and policy analysis of environmental degradation at different stages of economic development," ILO Working Papers 992927783402676, International Labour Organization.
    14. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    15. Faiz Rehman & Muhammad Nasir & Faiza Kanwal, 2012. "Nexus between corruption and regional Environmental Kuznets Curve: the case of South Asian countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 14(5), pages 827-841, October.
    16. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    17. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
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    Cited by:

    1. Haider Mahmood & Maham Furqan & Muhammad Shahid Hassan & Soumen Rej, 2023. "The Environmental Kuznets Curve (EKC) Hypothesis in China: A Review," Sustainability, MDPI, vol. 15(7), pages 1-32, April.

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