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GARCH model to estimate the impact of agricultural greenhouse gas emissions per sociodemographic factors and CAP in Spain

Author

Listed:
  • Vanesa Zorrilla-Muñoz

    (University Carlos III of Madrid
    University Carlos III of Madrid
    Autonomous University of Madrid)

  • Marc Petz

    (University Carlos III of Madrid)

  • María Silveria Agulló-Tomás

    (University Carlos III of Madrid
    University Carlos III of Madrid)

Abstract

This contribution analyses the Common Agricultural Policy (CAP) and focuses on agricultural emissions in Spain regarding sociodemographic characteristics (age and sex). Spanish CAP covers emissions regulation based on the application of agriculture management according to the EU-ETS and agricultural management (soil and energy). The analysis of the Spanish legal rules and policy identified empirical environmental attitudes as provided by the EUROSTAT and MINETUR databases between 1990 and 2013. The developed empirical–analytical GARCH model measures the impact between the soil and energy management indicators per capita based on CAP (as independent variables) and emissions per capita (as dependent variable). The selected criteria of the models are sociodemographic variables corresponding to employee in agriculture: interval of age and sex (total, men and women who work in agriculture). The research findings demonstrate high significance between emissions per age interval, sex and total population, and fertilizers, herbicides and non-renewable energy or gases consumption. The CAP’s proposed use of new machinery per capita does not influence directly the reduction of emissions. The model provides a good estimation for discussion about future policy trends of EU’s long-term objectives for Rural Development Policy related to CAP principles (i.e. fertilizers, pesticides, land use and energy consumption in crops), the impact of machinery in agriculture and the open debate of extending work life in agricultural older population.

Suggested Citation

  • Vanesa Zorrilla-Muñoz & Marc Petz & María Silveria Agulló-Tomás, 2021. "GARCH model to estimate the impact of agricultural greenhouse gas emissions per sociodemographic factors and CAP in Spain," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 4675-4697, March.
  • Handle: RePEc:spr:endesu:v:23:y:2021:i:3:d:10.1007_s10668-020-00794-y
    DOI: 10.1007/s10668-020-00794-y
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    as
    1. Bollerslev, Tim & Engle, Robert F & Wooldridge, Jeffrey M, 1988. "A Capital Asset Pricing Model with Time-Varying Covariances," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 116-131, February.
    2. Egenhofer, Christian, 2007. "The Making of the EU Emissions Trading Scheme:: Status, Prospects and Implications for Business," European Management Journal, Elsevier, vol. 25(6), pages 453-463, December.
    3. Shoghi Kalkhoran, Sanaz & Pannell, David J. & Thamo, Tas & White, Benedict & Polyakov, Maksym, 2019. "Soil acidity, lime application, nitrogen fertility, and greenhouse gas emissions: Optimizing their joint economic management," Agricultural Systems, Elsevier, vol. 176(C).
    4. Shi, Anqing, 2003. "The impact of population pressure on global carbon dioxide emissions, 1975-1996: evidence from pooled cross-country data," Ecological Economics, Elsevier, vol. 44(1), pages 29-42, February.
    5. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    6. Emilio Zagheni, 2011. "The Leverage of Demographic Dynamics on Carbon Dioxide Emissions: Does Age Structure Matter?," Demography, Springer;Population Association of America (PAA), vol. 48(1), pages 371-399, February.
    7. Lourdes Isabel Patiño & Emilio Padilla Rosa & Vicent Alcántara Escolano & Josep Lluís Raymond Bara, 2019. "The relation of GDP per capita with energy and CO2 emissions in Colombia," Working Papers wpdea1904, Department of Applied Economics at Universitat Autonoma of Barcelona.
    8. Cerdeira Bento, João Paulo & Moutinho, Victor, 2016. "CO2 emissions, non-renewable and renewable electricity production, economic growth, and international trade in Italy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 55(C), pages 142-155.
    9. Ralf Martin & Mirabelle Mu?ls & Laure B. de Preux & Ulrich J. Wagner, 2014. "Industry Compensation under Relocation Risk: A Firm-Level Analysis of the EU Emissions Trading Scheme," American Economic Review, American Economic Association, vol. 104(8), pages 2482-2508, August.
    10. Liddle, Brantley, 2014. "Impact of population, age structure, and urbanization on carbon emissions/energy consumption: Evidence from macro-level, cross-country analyses," MPRA Paper 61306, University Library of Munich, Germany.
    11. Christoph Böhringer & Henrike Koschel & Ulf Moslener, 2008. "Efficiency losses from overlapping regulation of EU carbon emissions," Journal of Regulatory Economics, Springer, vol. 33(3), pages 299-317, June.
    12. Zhang, Peng & Zhang, Junjie & Chen, Minpeng, 2017. "Economic impacts of climate change on agriculture: The importance of additional climatic variables other than temperature and precipitation," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 8-31.
    13. Liddle, Brantley & Lung, Sidney, 2010. "Age-Structure, Urbanization, and Climate Change in Developed Countries: Revisiting STIRPAT for Disaggregated Population and Consumption-Related Environmental Impacts," MPRA Paper 59579, University Library of Munich, Germany.
    14. Menz, Tobias & Welsch, Heinz, 2012. "Population aging and carbon emissions in OECD countries: Accounting for life-cycle and cohort effects," Energy Economics, Elsevier, vol. 34(3), pages 842-849.
    15. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Modeling and forecasting the CO2 emissions, energy consumption, and economic growth in Brazil," Energy, Elsevier, vol. 36(5), pages 2450-2458.
    16. Matthew A. Cole & Eric Neumayer, 2003. "Examining the Impact of Demographic Factors On Air Pollution," Labor and Demography 0312005, University Library of Munich, Germany, revised 13 May 2004.
    17. José Antonio Gómez-Limón & Andrés J. Picazo-Tadeo & Ernest Reig Martínez, 2008. "Agricultura, desarrollo rural y sostenibilidad medioambiental," CIRIEC-España, revista de economía pública, social y cooperativa, CIRIEC-España, issue 61, pages 103-126, August.
    18. Jenny Pope & Alan A.M. Bond & Jean Huge & Angus Morrison-Saunders, 2017. "Reconceptualising sustainability assessment," ULB Institutional Repository 2013/242233, ULB -- Universite Libre de Bruxelles.
    19. Tucker, Michael, 1995. "Carbon dioxide emissions and global GDP," Ecological Economics, Elsevier, vol. 15(3), pages 215-223, December.
    20. Coyle, Cait & Creamer, Rachel E. & Schulte, Rogier P.O. & O'Sullivan, Lilian & Jordan, Phil, 2016. "A Functional Land Management conceptual framework under soil drainage and land use scenarios," Environmental Science & Policy, Elsevier, vol. 56(C), pages 39-48.
    21. Apergis, Nicholas & Payne, James E., 2017. "Per capita carbon dioxide emissions across U.S. states by sector and fossil fuel source: Evidence from club convergence tests," Energy Economics, Elsevier, vol. 63(C), pages 365-372.
    22. Okada, Akira, 2012. "Is an increased elderly population related to decreased CO2 emissions from road transportation?," Energy Policy, Elsevier, vol. 45(C), pages 286-292.
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