Abstract
At a time when environmental concerns are rising in the world, natural resources, such as trees and other green plants, remain the most crucial factors responsible for reducing environmental degradation. Green plants inhale carbon dioxide and prevent the soil from wash and wear, hence their significant role in enhancing environmental quality. Therefore, it is essential to come up with state-of-the-art researches on the role of green plants to the environment. The present research is aimed at adding to the growing body of literature by investigating the effect of forest resources, together with renewable energy and energy efficiency in enhancing environmental quality. In this research, we use the data of the seven emerging countries, seven developed nations and 15 developing west African nations, from 1990 to 2019. The current research adds to the growing body of literature in that it presents a comparative analysis of the three important economic blocks, as well as employing three major methodologies of data analysis, the CS-ARDL, AMG, and CCEMG techniques, which are strong over cross-sectional dependence, heterogeneity, and dynamics. Major research outcomes show that renewable energy and energy efficiency negatively affects carbon emissions, while gross domestic product positively affects carbon emissions in all three regions. Population size and forest resources reduces carbon emissions in the emerging countries and seven developed countries, respectively. Non-renewable energy promotes carbon emissions in the seven developed countries, while in the emerging countries it reduces emissions. This research recommends the efficient utilization of energy, use of renewable energy, and forest preservation to promote carbon neutrality goal.
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Data availability
The data used in this paper is secondary data and was retrieved from the World Bank, https://data.worldbank.org/ and https://data.oecd.org.
References
Abbas, S., Kousar, S., & Pervaiz, A. (2021). Effects of energy consumption and ecological footprint on CO2 emissions: Empirical evidence from Pakistan. Environment, Development and Sustainability, 23(9), 13364–13381.
Abid, M., Gheraia, Z., & Abdelli, H. (2022). Does renewable energy consumption affect ecological footprints in Saudi Arabia? A bootstrap causality tests. Renewable Energy, 189, 813–821.
Adedoyin, F., Abubakar, I., Bekun, F. V., & Sarkodie, S. A. (2020). Generation of energy and environmental-economic growth consequences: Is there any difference across transition economies? Energy Reports, 6, 1418–1427.
Ajide, K. B., & Mesagan, E. P. (2022). Heterogeneous analysis of pollution abatement via renewable and non-renewable energy: Lessons from investment in G20 nations. Environmental Science and Pollution Research, 29(24), 36533–36546.
Akadiri, S. S., & Adebayo, T. S. (2022). Asymmetric nexus among financial globalization, non-renewable energy, renewable energy use, economic growth, and carbon emissions: impact on environmental sustainability targets in India. Environmental Science and Pollution Research, 29(11), 16311–16323.
Akpanke, T. A., Deka, A., Ozdeser, H., & Seraj, M. (2023). Does foreign direct investment promote renewable energy use? An insight from west African countries. Renewable Energy Focus, 44, 124–131.
Akram, R., Umar, M., Xiaoli, G., & Chen, F. (2022). Dynamic linkages between energy efficiency, renewable energy along with economic growth and carbon emission. A case of MINT countries an asymmetric analysis. Energy Reports, 8, 2119–2130.
Ali, K., Jianguo, D., & Kirikkaleli, D. (2022). Modeling the natural resources and financial inclusion on ecological footprint: The role of economic governance institutions. Evidence from ECOWAS economies. Resources Policy, 79, 103115.
Ali, R., Rehman, M. A., Rehman, R. U., & Ntim, C. G. (2022). Sustainable environment, energy and finance in China: Evidence from dynamic modelling using carbon emissions and ecological footprints. Environmental Science and Pollution Research, 29(52), 79095–79110.
Amer, E. A. A. A., Meyad, E. M. A., Gao, Y., Niu, X., Chen, N., Xu, H., & Zhang, D. (2022). Exploring the link between natural resources, urbanization, human capital, and ecological footprint: A case of GCC countries. Ecological Indicators, 144, 109556.
Amirnejad, H., Mehrjo, A., & Yuzbashkandi, S. S. (2021). Economic growth and air quality influences on energy sources depletion, forest sources and health in MENA. Environmental Challenges, 2, 100011.
Ansari, M. A. (2022). Re-visiting the Environmental Kuznets curve for ASEAN: A comparison between ecological footprint and carbon dioxide emissions. Renewable and Sustainable Energy Reviews, 168, 112867.
Anser, M. K., Usman, M., Godil, D. I., Shabbir, M. S., Sharif, A., Tabash, M. I., & Lopez, L. B. (2021). Does globalization affect the green economy and environment? The relationship between energy consumption, carbon emissions emissions, and economic growth. Environmental Science and Pollution Research, 28(37), 51105–51118.
Apeaning, R. W. (2021). Technological constraints to energy-related carbon emissions and economic growth decoupling: A retrospective and prospective analysis. Journal of Cleaner Production, 291, 125706.
Arouri, M. E. H., Youssef, A. B., & M'henni, H., & Rault, C. (2012). Energy consumption, economic growth and CO2 emissions in Middle East and North African countries. Energy policy, 45, 342–349.
Asif, M., Bashir, S., & Khan, S. (2021). Impact of non-renewable and renewable energy consumption on economic growth: Evidence from income and regional groups of countries. Environmental Science and Pollution Research, 28(29), 38764–38773.
Bakhsh, K., Akmal, T., Ahmad, T., & Abbas, Q. (2022). Investigating the nexus among sulfur dioxide emission, energy consumption, and economic growth: Empirical evidence from Pakistan. Environmental Science and Pollution Research, 29(5), 7214–7224.
Banga, C., Deka, A., Kilic, H., Ozturen, A., & Ozdeser, H. (2022). The role of clean energy in the development of sustainable tourism: Does renewable energy use help mitigate environmental pollution? A panel data analysis. Environmental Science and Pollution Research, 29(39), 59363–59373.
Balsalobre-Lorente, D., & Leitão, N. C. (2020). The role of tourism, trade, renewable energy use and carbon dioxide emissions on economic growth: Evidence of tourism-led growth hypothesis in EU-28. Environmental Science and Pollution Research, 27(36), 45883–45896.
Batool, S., Iqbal, J., Ali, A., & Perveen, B. (2022). Causal relationship between energy consumption, economic growth, and financial development: Evidence from South Asian countries. Journal of Environmental Science and Economics, 1(4), 61–76.
Banerjee, K. (2022). FDI flow in Energy Sector among BCIM, BIMSTEC+ 1 and ASEAN+ 4 sub-regional alignments. Journal of Environmental Science and Economics, 1(3), 33–50.
Becker, B., & Fischer, D. (2013). Promoting renewable electricity generation in emerging economies. Energy Policy, 56, 446–455.
Ben Mbarek, M., Saidi, K., & Rahman, M. M. (2018). Renewable and non-renewable energy consumption, environmental degradation and economic growth in Tunisia. Quality & Quantity, 52(3), 1105–1119.
Bhat, J. A. (2018). Renewable and non-renewable energy consumption—impact on economic growth and CO2 emissions in five emerging market economies. Environmental Science and Pollution Research, 25(35), 35515–35530.
Boukhelkhal, A. (2021). Energy use, economic growth and CO2 emissions in Africa: Does the environmental Kuznets curve hypothesis exist? New evidence from heterogeneous panel under cross-sectional dependence. Environment, Development and Sustainability, 24(11), 13083–13110.
Bouyghrissi, S., Berjaoui, A., & Khanniba, M. (2021). The nexus between renewable energy consumption and economic growth in Morocco. Environmental Science and Pollution Research, 28(5), 5693–5703.
Chang, C. C. (2010). A multivariate causality test of carbon dioxide emissions, energy consumption and economic growth in China. Applied Energy, 87(11), 3533–3537.
Chudik, A., & Pesaran, M. H. (2015). Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors. Journal of Econometrics, 188(2), 393–420.
Deka, A., Cavusoglu, B., & Dube, S. (2022). Does renewable energy use enhance exchange rate appreciation and stable rate of inflation? Environmental Science and Pollution Research, 29, 14185–14194.
Deka, A., & Dube, S. (2021). Analyzing the causal relationship between exchange rate, renewable energy and inflation of Mexico (1990–2019) with ARDL bounds test approach. Renewable Energy Focus, 37, 78–83.
Deka, A., Ozdeser, H., & Seraj, M. (2022). The effect of GDP, renewable energy and total energy supply on carbon emissions in the EU-27: New evidence from panel GMM. Environmental Science and Pollution Research, 30(10), 28206–28216.
Eberhardt, M., & Bond, S. (2009). Cross-section dependence in nonstationary panel models: A novel estimator. Retrieved June 15, 2023, from https://mpra.ub.uni-muenchen.de/17692/
Eberhardt, M., & Teal, F. (2010). Productivity analysis in global manufacturing production. Discussion Paper 515, Department of Economics, University of Oxford. Retrieved June 15, 2023, from http://www.economics.ox.ac.uk/research/WP/pdf/paper515.pdf
Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: Journal of the Econometric Society, 55(2), 251–276.
Granger, C. W. (1986). Developments in the study of cointegrated economic variables. In Oxford Bulletin of economics and statistics. Wiley Online Library.
Grossman, G., & Krueger, A. (1995). Economic growth and the environment. Quarterly Journal of Economics, 110, 353–377.
Hussain, M., Javaid, M. I., & Drake, P. R. (2012). An econometric study of carbon dioxide (CO2) emissions, energy consumption, and economic growth of Pakistan. International Journal of Energy Sector Management, 6(4), 518–533.
Jardon, A., Kuik, O., & Tol, R. S. (2017). Economic growth and carbon emissions emissions: An analysis of Latin America and the Caribbean. Atmósfera, 30(2), 87–100.
Kadir, M. O., Deka, A., Ozdeser, H., Seraj, M., & Turuc, F. (2023). The impact of energy efficiency and renewable energy on GDP growth: New evidence from RALS-EG cointegration test and QARDL technique. Energy Efficiency, 16(46).
Khan, M. K., Teng, J. Z., Khan, M. I., & Khan, M. O. (2019). Impact of globalization, economic factors and energy consumption on CO2 emissions in Pakistan. Science of the Total Environment, 688, 424–436.
Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1–28.
Li, J., & Colombier, M. (2009). Managing carbon emissions in China through building energy efficiency. Journal of Environmental Management, 90(8), 2436–2447.
Ma, X., Ahmad, N., & Oei, P. Y. (2021). Environmental Kuznets curve in France and Germany: Role of renewable and nonrenewable energy. Renewable Energy, 172, 88–99.
Mahapatra, B., & Irfan, M. (2021). Asymmetric impacts of energy efficiency on carbon emissions: A comparative analysis between developed and developing economies. Energy, 227, 120485.
Majeed, M. T., & Luni, T. (2019). Renewable energy, water, and environmental degradation: A global panel data approach. Pakistan Journal of Commerce and Social Sciences (PJCSS), 13(3), 749–778.
Mankiw, N. G. (2010). Macroeconomics, (7th Int. ed.). Worth Publishers.
Mathiesen, B. V., Lund, H., & Karlsson, K. (2011). 100% Renewable energy systems, climate mitigation and economic growth. Applied energy, 88(2), 488–501.
Menyah, K., & Wolde-Rufael, Y. (2010). CO2 emissions, nuclear energy, renewable energy and economic growth in the US. Energy policy, 38(6), 2911–2915.
Mesagan, E. P., & Vo, X. V. (2023). Does natural resource rent and consumption interplay worsen Africa’s pollution? Heterogeneous panel approach with cross-sectional dependence. Resources Policy, 82, 103562.
Pesaran, M. H. (2015). Testing weak cross-sectional dependence in large panels. Econometric Reviews, 34(6-10), 1089–1117.
Pesaran, M. H. (2006). Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica, 74(4), 967–1012.
Pesaran, M. H., Shin, Y., & Smith, R. P. (1997). Pooled estimation of long-run relationships in dynamic heterogeneous panels.
Pesaran, M. H., Shin, Y., & Smith, R. P. (1999). Pooled mean group estimation of dynamic heterogeneous panels. Journal of the American statistical Association, 94(446), 621–634.
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289–326.
Ponce, P., & Khan, S. A. R. (2021). A causal link between renewable energy, energy efficiency, property rights, and CO2 emissions in developed countries: A road map for environmental sustainability. Environmental Science and Pollution Research, 28(28), 37804–37817.
Qin, L., Hou, Y., Miao, X., Zhang, X., Rahim, S., & Kirikkaleli, D. (2021). Revisiting financial development and renewable energy electricity role in attaining China’s carbon neutrality target. Journal of Environmental Management, 297, 113335.
Rahman, M. M., & Mamun, S. A. K. (2016). Energy use, international trade and economic growth nexus in Australia: New evidence from an extended growth model. Renewable and Sustainable Energy Reviews, 64, 806–816.
Raihan, A., & Tuspekova, A. (2022). Nexus between energy use, industrialization, forest area, and carbon emissions: New insights from Russia. Journal of Environmental Science and Economics, 1(4), 1–11.
Razzaq, A., Sharif, A., Najmi, A., Tseng, M. L., & Lim, M. K. (2021). Dynamic and causality interrelationships from municipal solid waste recycling to economic growth, carbon emissions and energy efficiency using a novel bootstrapping autoregressive distributed lag. Resources, Conservation and Recycling, 166, 105372.
Safi, A., Chen, Y., Wahab, S., Ali, S., Yi, X., & Imran, M. (2021). Financial instability and consumption-based carbon emission in E-7 countries: The role of trade and economic growth. Sustainable Production and Consumption, 27, 383–391. https://doi.org/10.1016/j.spc.2020.10.034
Selden, T. M., & Song, D. (1994). Environmental quality and development: are there a Kuznets curve for air pollution emissions? Journal of Environmental Economics and Management, 27, 147–162.
Sohag, K., Chukavina, K., & Samargandi, N. (2021). Renewable energy and total factor productivity in OECD member countries. Journal of Cleaner Production, 296, 126499.
Shafik, N. (1994). Economic development and environmental quality: An econometric analysis. Oxford Economic Papers, 757–773.
Stern, D. I., Common, M. S., & Babbier, E. B. (1996). Economic growth and environmental degradation. World Development, 24, 1151–1160.
Wahab, S., Zhang, X., Safi, A., Wahab, Z., & Amin, M. (2020). Does energy productivity and technological innovation limit trade-adjusted carbon emissions? Instructions, 34, 1896–1912.
Zakari, A., Khan, I., Tan, D., Alvarado, R., & Dagar, V. (2022). Energy efficiency and sustainable development goals (SDGs). Energy, 239, 122365.
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Thomas Abuobeleye Akpanke Wrote main manuscript text, Abraham Deka analyzed the data and provided results, Mehdi Seraj structured the method and research model, and Huseyin Ozdeser supervised the work. All authors reviewed the manuscript.
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Akpanke, T.A., Deka, A., Ozdeser, H. et al. The role forest resources, energy efficiency, and renewable energy in promoting environmental quality. Environ Monit Assess 195, 1071 (2023). https://doi.org/10.1007/s10661-023-11617-8
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DOI: https://doi.org/10.1007/s10661-023-11617-8