Environmental Kuznets curve for deforestation in Eastern Europe: a panel cointegration analysis

Springer Science and Business Media LLC - Tập 25 - Trang 9267-9287 - 2022
Eleni Zafeiriou1, Grigorios L. Kyriakopoulos2, Veronika Andrea3, Garyfallos Arabatzis3
1Department of Agricultural Development, Democritus University of Thrace, Orestiada, Greece
2School of Electrical and Computer Engineering, Division of Electric Power, National Technical University of Athens (NTUA), Athens, Greece
3Department of Forestry and Management of the Environment and Natural Resources, Democritus University of Thrace, Orestiada, Greece

Tóm tắt

Deforestation, a major cause of climate change, in Eastern European countries has been an activity coupled with agricultural expansion mainly within the time period of political transition. The present study examines the environmental impact of deforestation and its association with agricultural income as synopsized in environmental Kuznets curve. More specifically, carbon emissions generated by deforestation per hectare (COD)–agricultural income relationship as reflected by the net value added (NVA) per capita of the rural population are studied with the assistance of three panel data models, namely the fully modified ordinary least squares (FMOLS), dynamic ordinary least squares (DOLS) and Poold Mean Group autoregressive distributed lag (PMG-ARDL) cointegration technique. The research findings do not validate the environmental Kuznets curve (EKC) in its traditional form, but they verify the inverse N-shaped trajectory (FMOLS, DOLS), or N-shaped trajectory (PMG–ARDL methodology). The results provide policy makers with motivation to focus on agro-economic expansion based on productivity or use of marginal lands and not on land-use change based on deforestation.

Tài liệu tham khảo

Angelsen, A., & Kaimowitz, D. (2001). Introduction: the role of agricultural technologies in Tropical deforestation. In A. Angelsen & D. Kaimowitz (Eds.), Agricult Tech and trop Deforestation. UK: CABI Publishing. Antle, J. M., & Heidebrink, G. (1995). Environment and development: Theory and international evidence. Economic Development and Cultural Change, 43(3), 603–625. Barbier, E. B., Burgess, J. C., & Grainger, A. (2010). The forest transition: Towards a more comprehensive theoretical framework. Land Use Policy. https://doi.org/10.1016/j.landusepol.2009.02.001 Benedek, Z., Fertő, I., & Szente, V. (2020). The multiplier effects of food relocalization: A systematic review. Sustainability. https://doi.org/10.3390/su12093524 Bhattarai, M., & Hammig, M. (2001). Institutions and the environmental kuznets curve for deforestation: A crosscountry analysis for Latin America, Africa and Asia. World Development, 29(6), 995–1010. https://doi.org/10.1016/S0305-750X(01)00019-5 Breitung, J., & Das, S. (2005). Panel unit root tests under cross-sectional dependence. Statistica Neerlandica. https://doi.org/10.1111/j.1467-9574.2005.00299.x Busa, M. J. H. (2013). Deforestation beyond borders: Addressing the disparity between production and consumption of global resources. Conservation Letters. https://doi.org/10.1111/j.1755-263X.2012.00304.x Call, M., Mayer, T., Sellers, S., Ebanks, D., Bertalan, M., Nebie, E., & Gray, C. (2017). Socio-environmental drivers of forest change in rural Uganda. Land Use Policy. https://doi.org/10.1016/j.landusepol.2016.12.012 Carson, R. T. (2009). The environmental Kuznets curve: Seeking empirical regularity and theoretical structure. Rev Environ Econ Policy. https://doi.org/10.1093/reep/rep021 Caviglia-Harris, J. L., Chambers, D., & Kahn, J. R. (2009). Taking the “U” out of Kuznets: A comprehensive analysis of the EKC and environmental degradation. Ecological Economics. https://doi.org/10.1016/j.ecolecon.2005.03.031 Ceddia, M. G., Sedlacek, S., Bardsley, N. O., & Paloma, S. G. (2013). Sustainable agricultural intensification or Jevons paradox? The role of public governance in tropical South America. https://doi.org/10.1016/j.gloenvcha.2013.07.005 Choumert, J., Motel, P. C., & Dakpo, H. K. (2013). Is the Environmental Kuznets Curve for deforestation a threatened theory? A meta-analysis of the literature. Ecological Economics. https://doi.org/10.1016/j.ecolecon.2013.02.016 Cropper, M., & Griffiths, C. (1994). The interaction of population growth and environmental quality. The American Economic Review, 84(2), 250–254. European Commission (2019). Environment. Available online: https://ec.europa.eu/environment/forests/deforestation.htm. Accessed 9th December 2019. Culas, R. J. (2007). Deforestation and the environmental Kuznets curve: An institutional perspective. Ecological Economics. https://doi.org/10.1016/j.ecolecon.2006.03.014 da Silva, A. M., & Rodgers, J. (2018). Deforestation across the world: Causes and alternatives for mitigating. International Journal of Environmental Science and Development, 9(3), 67–73. https://doi.org/10.18178/ijesd.2018.9.3.1075 Das, P. (2014). Panel Unit Root Test. Econometrics in Theory and Practice (pp. 513–540). Springer. Esmaeili, A., & Nasrnia, F. (2019). Deforestation and the environmental kuznets curve in Iran. Small-Scale Forestry, 13, 397–406. FAOSTAT (2019). Annual time series of FAOSTAT net value added by agriculture, rural population, carbon emissions equivalent generated by deforestation for 16 ex socialist countries. Food and Agriculture Organization of the United Nations. Available online: http://faosts.fao.org. Accessed 9th December 2019. Feranec, J., Soukup, T., Taff, G. N., Stych, P., & Bicik, I. (2017). Overview of Changes in Land Use and Land Cover in Eastern Europe. In G. Gutman & V. Radeloff (Eds.), Land-Cover and Land-Use Changes in Eastern Europe after the Collapse of the Soviet Union in 1991 (pp. 13–33). Switzerland: Springer. Fosten, J., Morley, B., & Taylor, T. (2012). Dynamic misspecification in the environmental Kuznets curve: Evidence from CO2 and SO2 emissions in the United Kingdom. Ecological Economics. https://doi.org/10.1016/j.ecolecon.2012.01.023 Galeotti, M., Lanza, A., & Pauli, F. (2006). Reassessing the environmental Kuznets curve for CO2 emissions: A robustness exercise. Ecological Economics. https://doi.org/10.1016/j.ecolecon.2005.03.031 Geist, H. J., & Lambin, E. F. (2002). Proximate causes and underlying driving forces of tropical deforestation tropical forests are disappearing as the result of many pressures, both local and regional, acting in various combinations in different geographical locations. BioScience. https://doi.org/10.1641/0006 Germani, A. R., Ker, A. P., & Castaldo, A. (2020). On the existence and shape of an environmental crime Kuznets Curve: A case study of Italian provinces. Ecological Indicators. https://doi.org/10.1016/j.ecolind.2019.105685 Ghatak, S., & Siddiki, J. U. (2001). The use of the ARDL approach in estimating virtual exchange rates in India. J. of Applied Stats. https://doi.org/10.1080/02664760120047906 Gibbs, H. K., Ruesch, A. S., Achard, F., Clayton, M. K., Holmgren, P., Ramankutty, N., & Foley, J. A. (2010). Tropical forests were the primary sources of new agricultural land in the 1980s and 1990s. PNAS. https://doi.org/10.1073/pnas.0910275107 Gingrich, S., Lauk, Ch., Niedertscheider, M., Pichler, M., Schaffartzik, A., Schmid, M., Magerl, A., Le Noe, J., Bhan, M., & Erb, K. (2019). Hidden emissions of forest transitions: a socio-ecological reading of forest change. Current Opinion in Environ Sustain. https://doi.org/10.1016/j.cosust.2019.04.005 Hais, M., Langhammer, J., Jirsova, P., & Dvorak, L. (2008). Dynamics of forest disturbance in central part of the Šumava mountains between 1985 and 2007 based on Landsat TM/ETM + satellite data. Acta Universitatis Carolinae Geographica, 1–2, 53–62. Hlouskova, J., Wagner, M. (2005). The performance of panel unit root and stationarity tests: Results from a large scale simulation study, No ECO2005/05, Economics Working Papers, European University Institute, Available online https://EconPapers.repec.org/RePEc:eui:euiwps:eco2005/05. Hoang, N. T., & Kanemoto, K. (2021). Mapping the deforestation footprint of nations reveals growing threat to tropical forests. Nature Ecology & Evolution, 5(6), 845–853. Hosonuma, N., Herold, M., De Sy, V., De Fries, R., Brockhaus, M., Verchot, L., & Romijn, E. (2012). An assessment of deforestation and forest degradation drivers in developing countries. Environmental Research Letters. https://doi.org/10.1088/1748-9326/7/4/044009 Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. J. of Econometrics. https://doi.org/10.1016/S0304-4076(03)00092-7 Indarto, J., & Mutaqin, D. J. (2016). (2016) An overview of theoretical and empirical studies on deforestation. J Int Dev Cooperation, 22(1–2), 107–120. IPCC (2013). Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. In: Stocker, T.F., Qin, D., Plattner, K., Tignor. M., Allen. S.K., Boschung, J., Nauels, A., Xia, Y., Bex, V., Midgley, P.M. (Eds.); Cambridge: Cambridge University Press. IPCC. (2018). Global warming of 1.5°C. An IPCC Special Report on the impacts of global warming of 1.5°C. In V. Masson-Delmotte, P. Zhai, H.-O. Pörtner, D. Roberts, J. Skea, P. R. Shukla, A. Pirani, W. Moufouma-Okia, C. Péan, & R. Pidcock (Eds). 1. Kaika, D., & Zervas, E. (2013a). The environmental kuznets curve (EKC) theory—Part A: Concept, causes and the CO2 emissions case. Energy Policy. https://doi.org/10.1016/j.enpol.2013.07.131 Kaika, D., & Zervas, E. (2013b). The Environmental Kuznets Curve (EKC) theory—Part B: Critical issues. Energy Policy. https://doi.org/10.1016/j.enpol.2013.07.130 Kao, C., Chiang, M. H., & Chen, B. (1999). International R&D spillovers: An application of estimation and inference in panel cointegration. Oxford Bulletin of Economics and Statistics. https://doi.org/10.1111/1468-0084.0610s1691 Köthke, M., Leischner, B., & Elsasser, P. (2013). Uniform global deforestation patterns- An empirical analysis. Forest Policy Economics. https://doi.org/10.1016/j.forpol.2013.01.001 Kuemmerle, T., Kaplan, J. O., Prishchepov, A. V., Rylsky, I., Chaskovskyy, O., Tikunov, V. S., & Muller, D. (2015). Forest transitions in Eastern Europe and their effects on carbon budgets. Global Change Biology. https://doi.org/10.1111/gcb.12897 Kuemmerle, T., Müller, M., Rusu, M., & Griffiths, P. (2009). Land use change in southern Romania after the collapse of socialism. Regional Environmental Change. https://doi.org/10.1007/s10113-008-0050-z Kyriakopoulos, G., Chalikias, M., Kalaitzidou, O., Skordoulis, M., & Drosos, D. (2015). Environmental viewpoint of fuelwood management. In Proceedings of the 7th International Conference on ICT in Agriculture, Food and Environment HAICTA 2015, Kavala, Greece, September 17–20, 2015, pp 416–425. Kyriakopoulos, G., Kolovos, K. G., & Chalikias, M. S. (2010). Environmental sustainability and financial feasibility evaluation of woodfuel biomass used for a potential replacement of conventional space heating sources. Part II: A Combined Greek and the nearby Balkan Countries Case Study. Operational Research. https://doi.org/10.1007/s12351-009-0034-x Lambin, E. F., & Meyfroidt, P. (2010). Land use transitions: Socio-ecological feedback versus socio-economic change. Land Use Policy. https://doi.org/10.1016/j.landusepol.2009.09.003 Leblois, A., Damette, O., & Wolfersberger, J. (2017). What has driven deforestation in developing countries since the 2000s? Evidence from new remote-sensing data. World Development. https://doi.org/10.1016/j.worlddev.2016.11.012 Leinenkugel, P., Deck, R., Huth, J., Ottinger, M., & Mack, B. (2019). The potential of open geodata for automated large-scale land use and land cover classification. Remote Sensing. https://doi.org/10.3390/rs11192249 López-Carr, D. (2021). A review of small farmer land use and deforestation in tropical forest frontiers: Implications for conservation and sustainable livelihoods. Land, 10(11), 1113. Mather, A. S. (1992). The forest transition. Area, 24, 367–379. Meyer, A. L., Van Kooten, G. C., & Wang, S. (2003). Institutional, social and economic roots of deforestation: A cross-country comparison. International Forestry Review. https://doi.org/10.1505/IFOR.5.1.29.17427 Munasinghe, M. (1999). Is environmental degradation an inevitable consequence of economic growth: Tunneling through the environmental Kuznets curve. Ecological Economics. https://doi.org/10.1016/S0921-8009(98)00062-7 Ntanos, S., Kyriakopoulos, G., Chalikias, M., Arabatzis, G., Skordoulis, M., Galatsidas, S., & Drosos, D. (2018). A social assessment of the usage of renewable energy sources and its contribution to life quality: The case of an Attica urban area in Greece. Sustainability. https://doi.org/10.3390/su10051414 Ntanos, S., Skordoulis, M., Kyriakopoulos, G., Arabatzis, G., Chalikias, M., Galatsidas, S., & Katsarou, A. (2018). Renewable energy and economic growth: Evidence from European countries. Sustainability. https://doi.org/10.3390/su10082626 Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development. ILO Working Papers 992927783402676, International Labour Organization. No. WEP 2–22/WP.238, Geneva, Switzerland. Papageorgiou, A., Skordoulis, M., Trichias, C., Georgakellos, D.,Koniordos, M. (2015). Emissions trading scheme: Evidence from the European Union countries. In Communications in Computer and Information Science; Kravets, A., Shcherbakov, M., Kultsova, M., Shabalina, O. Eds. (pp. 222–233). Pedroni, P. (2004). Panel cointegration; asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econ Theory. https://doi.org/10.1017/S0266466604203073 Pendril, I. F., Persson, U. M., Godar, J., & Kastner, T. (2019). Deforestation displaced: trade in forest-risk commodities and the prospects for a global forest transition. Environ Res Lett. https://doi.org/10.1088/1748-9326/ab0d41 Pirard, R., & Belna, K. (2012). Agriculture and deforestation: Is REDD+ rooted in evidence? Forest Pol Econ. https://doi.org/10.1016/j.forpol.2012.01.012 Rudel, T. K., Coomes, O. T., Moran, E., Achard, F., Angelsen, A., Xu, J., & Lambin, E. (2005). Forest transitions: Towards a global understanding of land use change. Global Environmental Change. https://doi.org/10.1016/j.gloenvcha.2004.11.001 Scriban, R. E., Nichiforel, L., Bouriaud, L. G., Barnoaiea, I., Cosofret, V. C., & Barbu, C. O. (2019). Governance of the forest restitution process in Romania: An application of the DPSIR model. Forest Policy and Economics, 99, 59–67. Shafik, N. (1994). Economic development and environmental quality: An econometric analysis. Oxford Economic Papers. https://doi.org/10.1093/oep/46.Supplement_1.757 Skordoulis, M., Chalikias, M., Galatsidas, S., & Arabatzis, G. (2019) Competitive Advantage Establishment through Sustainable Environmental Management and Green Entrepreneurship: A Proposed Differential Equations Framework. In International Conference on Information and Communication Technologies in Agriculture, Food & Environment; Springer Cham, (pp 205–219). Skoutaras, D. (2010). Tropical forests: Problems and opportunities of confrontation. MSc thesis. Department of Planning and Regional Development, School of Engineering. University of Thessaly, Volos, 99 pp (in Greek). Smith, P., Bustamante, M., Ahammad, H., Clark, H., Dong, H., Elsiddig, E.A. et al. (2014). Agriculture forestry and other land use (AFOLU). In: Edenhofer, O., Pichs, Madruga, R., Sokona, Y., Farahani, E., Kadner, S., Seyboth, K., Adler, A., Baum, I., Brunner, S., Eickemeier, P., Kriemann, B., Savolainen, J., Schlömer, S., von Stechow, C., Zwickel, T., Minx, J.C., (Eds.) Climate Change 2014 Mitigation of Climate Change Contribution of Working Group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge. Stern, D. I. (2004). The rise and fall of the environmental Kuznets curve. World Development. https://doi.org/10.1016/j.worlddev.2004.03.004 Stern, D. I., Common, M. S., & Barbier, E. B. (1996). Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development. World Development. https://doi.org/10.1016/0305-750X(96)00032-0 Taff, G. N. (2005). Conflict between global and local land-use values in latvia’s gauja national park. Landscape Res. https://doi.org/10.1080/01426390500171227 Tazeen, H. (2021). Impact of agriculture on deforestation. International Journal of Modern Agriculture, 10(2), 2940–2947. Tsiantikoudis, S., Zafeiriou, E., Kyriakopoulos, G. L., & Arabatzis, G. (2019). Revising the environmental kuznets curve for deforestation: An empirical study for Bulgaria. Sustainability. https://doi.org/10.3390/su11164364 Uusivuori, J., Lehto, E., & Palo, M. (2002). Population, income and ecological conditions as determinants of forest area variation in the tropics. Global Environmental Change, 12(4), 313–323. https://doi.org/10.1016/S0959-3780(02)00042-0 Zafeiriou, E., & Azam, M. (2017). CO2 emissions and economic performance in EU agriculture: Some evidence from Mediterranean countries. Ecological Indicators. https://doi.org/10.1016/j.ecolind.2017.05.039 Zafeiriou, E., Sofios, S., & Partalidou, X. (2017). Environmental Kuznets curve for EU agriculture: Empirical evidence from new entrant EU countries. Environ Sci Pollution Res. https://doi.org/10.1007/s11356-017-9090-6 Živojinović, I., Gerhard, W., Lidestav, G., Feliciano, D., Hujala, T., Dobšinská, Z., Lawrence, A., Nybakk, E., Quiroga, S., Schraml, U. (2015). Forest land ownership change in Europe. COST Action FP1201 FACESMAP Country Reports: Joint Volume. EFICEEC-EFISEE Research Report, University of Natural Resources and Life Sciences, Vienna (BOKU), Vienna, Austria (2015), p. 693 (ISBN 978–3–900932–26–8) online publication.