Abstract
This study analyzes the non-linear relationship between urbanization and CO2 emissions over the period 1971 to 2014 in Indonesia. The findings unveil an inverted U-shaped relationship between urbanization and CO2 emissions. Urbanization increases CO2 emissions, but after achieving a certain level, it negatively impacts emissions. Economic growth and energy intensity increase CO2 emissions, while trade openness has no significant effect on CO2 emissions. Further, we have validated the robustness of results by using the ecological carbon footprint as a proxy of environmental degradation. The results of the causality test show unidirectional causality running from economic growth to emissions and energy intensity, and feedback effect between urbanization and emissions. Finally, several policy measures are proposed to improve the environment without reducing the urbanization level.
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Notes
IEA CO2 Emissions from Fuel Combustion, 2017 Highlights are available at http://www.iea.org/media/statistics/CO2Highlights.xls (accessed on March 25, 2019)
How Indonesia became home to some incredible smart city projects. Available at http://www.iismex.com/news/news/3-how-indonesia-became-home-to-some-incredible-smart-city-projects.html (accessed on April 6, 2019)
References
Ahmed Z, Wang Z, Mahmood F, Hafeez M, Ali N (2019) Does globalization increase the ecological footprint ? Empirical evidence from Malaysia. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-019-05224-9
Bekhet HA, Othman NS (2017) Impact of urbanization growth on Malaysia CO2 emissions: evidence from the dynamic relationship. J Clean Prod 154:374–388. https://doi.org/10.1016/j.jclepro.2017.03.174
Charfeddine L, Mrabet Z (2017) The impact of economic development and social-political factors on ecological footprint : a panel data analysis for 15 MENA countries. Renew Sust Energ Rev 76:138–154. https://doi.org/10.1016/j.rser.2017.03.031
Dasih K, Widodo T (2019) Indonesia’s commitment to reducing GHG and its impact on the Indonesian economy: CGE approach. https://mpra.ub.uni-muenchen.de/91317/MPRA. Accessed 25 Jan 2019
Granger CWJ (1969) Investigating causal relations by econometric models and cross-spectral methods. Econometrica 37:424–438
Haryanto B (2018) Climate change and urban air pollution health impacts in Indonesia. In: Climate change and air pollution. Springer, pp 215–239
Hwang JH, Yoo SH (2014) Energy consumption, CO2 emissions, and economic growth: evidence from Indonesia. Qual Quant 48:63–73. https://doi.org/10.1007/s11135-012-9749-5
Jawad S, Shahzad H, Ravinesh R, Zakaria M (2017) Carbon emission , energy consumption , trade openness and financial development in Pakistan : a revisit. Renew Sust Energ Rev 70:185–192. https://doi.org/10.1016/j.rser.2016.11.042
Kakooei H, Yunesian M, Marioryad H, Azam K (2009) Assessment of airborne asbestos fiber concentrations in urban area of Tehran, Iran. Air Qual Atmos Health 2:39–45. https://doi.org/10.1007/s11869-009-0032-4
Kurniawan R, Managi S (2018) Coal consumption, urbanization, and trade openness linkage in Indonesia. Energy Policy 121:576–583. https://doi.org/10.1016/j.enpol.2018.07.023
Narayan PK (2005) The saving and investment nexus for China: evidence from cointegration tests. Appl Econ 37:1979–1990. https://doi.org/10.1080/00036840500278103
Olivier JGJ, Janssens-Maenhout G, Muntean M, Peters J (2016) Trends in global CO2 emissions: 2016 report;© PBL Netherlands environmental assessment agency: the Hague. https://www.pbl.nl/en/trends-in-global-co2-emissions
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Econ 16:289–326. https://doi.org/10.1002/jae.616
Poumanyvong P, Kaneko S (2010) Does urbanization lead to less energy use and lower CO2 emissions? A cross-country analysis. Ecol Econ 70:434–444. https://doi.org/10.1016/j.ecolecon.2010.09.029
Salahuddin M, Ali MI, Vink N, Gow J (2018) The effects of urbanization and globalization on CO2 emissions: evidence from the sub-Saharan Africa (SSA) countries. Environ Sci Pollut Res 26:2699–2709. https://doi.org/10.1007/s11356-018-3790-4
Shabaz M, Jam FA, Bibi S, Loganathan N (2016) Multivariate Granger causality between Co2 emissions, energy intensity and economic growth in Portugal: evidence from cointegration and causality analysis. Technol Econ Dev Econ 22:47–74. https://doi.org/10.3846/20294913.2014.989932
Shahbaz M, Muhammad Q, Hye A et al (2013) Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renew Sust Energ Rev 25:109–121. https://doi.org/10.1016/j.rser.2013.04.009
Shahbaz M, Khraief N, Ben JMM (2015a) On the causal nexus of road transport CO2 emissions and macroeconomic variables in Tunisia: evidence from combined cointegration tests. Renew Sust Energ Rev 51:89–100. https://doi.org/10.1016/j.rser.2015.06.014
Shahbaz M, Loganathan N, Sbia R, Afza T (2015b) The effect of urbanization, affluence and trade openness on energy consumption: a time series analysis in Malaysia. Renew Sust Energ Rev 47:683–693. https://doi.org/10.1016/j.rser.2015.03.044
Shahbaz M, Loganathan N, Muzaffar AT, Ahmed K, Ali Jabran M (2016) How urbanization affects CO2 emissions in Malaysia? The application of STIRPAT model. Renew Sust Energ Rev 57:83–93. https://doi.org/10.1016/j.rser.2015.12.096
Shahbaz M, Chaudhary AR, Ozturk I (2017) Does urbanization cause increasing energy demand in Pakistan? Empirical evidence from STIRPAT model. Energy. 122:83–93. https://doi.org/10.1016/j.energy.2017.01.080
Sharma SS (2011) Determinants of carbon dioxide emissions: empirical evidence from 69 countries. Appl Energy 88:376–382. https://doi.org/10.1016/j.apenergy.2010.07.022
Stern J (2003) The rise and fall of the Indonesian economy. KSG Working Papers. http://unpan1.un.org/intradoc/groups/public/documents/apcity/unpan019834.pdf. Accessed 10 Jan 2019
Sukarno I, Matsumoto H, Susanti L (2017) Household lifestyle effect on residential electrical energy consumption in Indonesia: on-site measurement methods. Urban Clim 20:20–32. https://doi.org/10.1016/j.uclim.2017.02.008
Tahir AA, Muhammad A, Mahmood Q, Ahmad SS, Ullah Z (2014) Impact of rapid urbanization on microclimate of urban areas of Pakistan. Air Qual Atmos Health 8:299–306. https://doi.org/10.1007/s11869-014-0288-1
Toda HY, Yamamoto T (1995) Statistical inference in vector autoregressions with possibly integrated processes. J Econ 66:225–250
UNFCCC (2017) UN climate change ANNUAL REPORT 2017. United Nations Framework Convention on Climate Change. Bonn, Germanay. https://unfccc.int/resource/annualreport/
UN-HABITAT (2016) World cities report 2016: urbanization and development – emerging futures. https://unhabitat.org/books/world-cities-report/ . Accessed 15 Jan 2019
United Nations, Department of Economics and Social Affairs, Population Division (2015). World urbanization prospects: the 2014 revision, (ST/ESA/SER.A/366)
World Bank (2016) Indonesia’s urban story: The role of cities in sustainable economic development: Jakarta, Indonesia. http://www.worldbank.org/en/news/feature/2016/06/14/indonesia-urban-story. Accessed 20 Jan 2019
Xu B, Lin B (2015a) How industrialization and urbanization process impacts on CO2 emissions in China: evidence from nonparametric additive regression models. Energy Econ 48:188–202. https://doi.org/10.1016/j.eneco.2015.01.005
Xu B, Lin B (2015b) Factors affecting carbon dioxide (CO2) emissions in China’s transport sector: a dynamic nonparametric additive regression model. J Clean Prod 101:1–12. https://doi.org/10.1016/j.jclepro.2015.03.088
Zhang Y-J (2011) The impact of financial development on carbon emissions: an empirical analysis in China. Energy Policy 39:2197–2203. https://doi.org/10.1016/j.enpol.2011.02.026
Funding
Current study is supported by Yangtze River Distinguished Professor of MOE, Humanities and Social Science Fund of Ministry of Education of China (Reference No. 17YJC630145), National Natural Science Foundation of China (Reference Nos. 71774014, 91746208, 71521002, 71403021, 71573016), National Social Sciences Foundation (Reference No. 17ZDA065), National Key Research and Development Program of China (Reference Nos. 2016YFA0602504), National Science Fund for Distinguished Young Scholars (Reference No. 71625003), and China Postdoctoral Science Foundation (Reference No. 2017M620648).
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Ahmed, Z., Wang, Z. & Ali, S. Investigating the non-linear relationship between urbanization and CO2 emissions: An empirical analysis. Air Qual Atmos Health 12, 945–953 (2019). https://doi.org/10.1007/s11869-019-00711-x
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DOI: https://doi.org/10.1007/s11869-019-00711-x