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Renewable energy, forestry, economic growth, and demographic impact on carbon footprint in India: does forestry and renewable energy matter to reduce emission?

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Abstract

The main purpose of this study is to determine the impact of carbon-mitigating factors such as renewable energy and forestry on carbon footprints by considering economic growth and demography. Time series data from 1980 to 2021 has been used to estimate the econometric model, where variables are stationary at level I(0) and at first differences I(1). Key findings of this study indicate that, according to the short-term coefficient of the variable economic growth estimates, a 1% increase in economic growth tends to raise the carbon footprint by 0.36 to 0.33% in the long run. The variable demography has no positive effects on the carbon footprint over the long or short term. Mitigating factor forestry shows that a 1% increase in forestry reduces the carbon footprint by 0.39% in the short run (SR) and 1.84% in the long run (LR). Another mitigating factor for renewable energy (RECN) states that for every 1% increase in renewable energy, the carbon footprint reduces by 0.05 and 0.49% in the long run. The Wald test indicates a long-run relationship among the variables, and the error correction term shows the speed of adjustment at 10.6%. However, this study shows the empirical strategy of mitigating carbon emissions and reducing environmental degradation in India. Key contributions of this study are to improve policies, increase environmental awareness, trade-off between the environment and economic growth by considering environmental facts, and mitigation strategies for pollution.

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The sources of data are World Development Indicators published by World Bank and the International Energy Agency.

References

  • Ahmed N, Mahboob F, Hamid Z, Sheikh AA, Ali MSE, Glabiszewski W, Wysokińska-Senkus A, Senkus P, Cyfert S (2022) Nexus between nuclear energy consumption and carbon footprint in Asia Pacific Region: policy toward environmental sustainability. Energies 15(19):1–17. https://doi.org/10.3390/en15196956

    Article  Google Scholar 

  • Atanu Mukherjee;, & Chatterjee, S. (2022). Carbon capture utilization and storage strategy, policy framework and its deployment mechanism in India. Niti Aayog, November, 168. https://www.niti.gov.in/sites/default/files/2022-12/CCUS-Report.pdf%0Awww.niti.gov.in

  • Bailis R, Drigo R, Ghilardi A, Masera O (2015) The carbon footprint of traditional woodfuels. Nat Clim Chang 5(3):266–272. https://doi.org/10.1038/nclimate2491

    Article  CAS  Google Scholar 

  • Barthelmie RJ, Morris SD, Schechter P (2008) Carbon neutral Biggar: calculating the community carbon footprint and renewable energy options for footprint reduction. Sustain Sci 3(2):267–282. https://doi.org/10.1007/s11625-008-0059-8

    Article  Google Scholar 

  • Biswas WK, Yek P (2016) Improving the carbon footprint of water treatment with renewable energy: a Western Australian case study. Renewables Wind Water Solar 3:1. https://doi.org/10.1186/s40807-016-0036-2

    Article  Google Scholar 

  • BLS (2018) Consumer Expenditures in 2018. Available at: https://www.bls.gov/opub/reports/consumer-expenditures/2018/home.htm

  • Budzianowski WM, Postawa K (2017) Renewable energy from biogas with reduced carbon dioxide footprint: implications of applying different plant configurations and operating pressures. Renew Sustain Energy Rev 68:852–868. https://doi.org/10.1016/j.rser.2016.05.076

    Article  CAS  Google Scholar 

  • Carlhoff H (2019) Carbon footprint, demography, and employment status? (No. 163). Thünen-Series of Applied Economic Theory-Working Paper

  • Chandio AA, Akram W, Ahmad F, Ahmad M (2020) Dynamic relationship among agriculture-energy-forestry and carbon dioxide (CO2) emissions: empirical evidence from China. Environ Sci Pollut Res 27(27):34078–34089. https://doi.org/10.1007/s11356-020-09560-z

    Article  CAS  Google Scholar 

  • Elshimy M, El-Aasar KM (2020) Carbon footprint, renewable energy, non-renewable energy, and livestock: testing the environmental Kuznets curve hypothesis for the Arab world. Environ Dev Sustain 22(7):6985–7012. https://doi.org/10.1007/s10668-019-00523-0

    Article  Google Scholar 

  • Hafeez M, Yuan C, Shahzad K, Aziz B, Iqbal K, Raza S (2019) An empirical evaluation of financial development-carbon footprint nexus in One Belt and Road region. Environ Sci Pollut Res 26(24):25026–25036. https://doi.org/10.1007/s11356-019-05757-z

    Article  CAS  Google Scholar 

  • IEA (2023) Emissions Factors 2023. Available at: https://www.iea.org/data-and-statistics/data-product/emissions-factors-2023

  • Kerem A (2022) Investigation of carbon footprint effect of renewable power plants regarding energy production: a case study of a city in Turkey. J Air Waste Manag Assoc 72(3):294–307. https://doi.org/10.1080/10962247.2022.2028690

    Article  Google Scholar 

  • Knight KW, Schor JB (2014) Economic growth and climate change: a cross-national analysis of territorial and consumption-based carbon emissions in high-income countries. Sustain (Switzerland) 6(6):3722–3731. https://doi.org/10.3390/su6063722

    Article  Google Scholar 

  • Kobayakawa T (2022) The carbon footprint of capital formation: an empirical analysis on its relationship with a country’s income growth. J Ind Ecol 26(2):522–535. https://doi.org/10.1111/jiec.13199

    Article  CAS  Google Scholar 

  • Mi Z, Zheng J, Meng J, Ou J, Hubacek K, Liu Z, Coffman DM, Stern N, Liang S, Wei YM (2020) Economic development and converging household carbon footprints in China. Nat Sustain 3(7):529–537. https://doi.org/10.1038/s41893-020-0504-y

    Article  Google Scholar 

  • Minx J, Baiocchi G, Wiedmann T, Barrett J, Creutzig F, Feng K, Förster M, Pichler PP, Weisz H, Hubacek K (2013) Carbon footprints of cities and other human settlements in the UK. Environ Res Lett 8:3. https://doi.org/10.1088/1748-9326/8/3/035039

    Article  CAS  Google Scholar 

  • Mohajeri A, Najafizadeh SA, Sarlak A (2020) Explaining relationship between Carbon footprint and economic growth with emphasis on welfare index: evidence from panel data for OPEC countries. Environ Energy Econ Res 4(4):295–308

    CAS  Google Scholar 

  • Muñoz P, Zwick S, Mirzabaev A (2020) The impact of urbanization on Austria’s carbon footprint. J Clean Prod 263:121326. https://doi.org/10.1016/j.jclepro.2020.121326

    Article  Google Scholar 

  • Nahrin R, Rahman MH, Majumder SC, Esquivias MA (2023) Economic growth and pollution nexus in Mexico, Colombia, and Venezuela (G-3 countries): the role of renewable energy in carbon dioxide emissions. Energies 16(3):1076

    Article  Google Scholar 

  • Nair M, Arvin MB, Pradhan RP, Bahmani S (2021) Is higher economic growth possible through better institutional quality and a lower carbon footprint? Evidence from developing countries. Renew Energy 167:132–145. https://doi.org/10.1016/j.renene.2020.11.056

    Article  CAS  Google Scholar 

  • Pendrill F, Persson UM, Godar J, Kastner T, Moran D, Schmidt S, Wood R (2019) Agricultural and forestry trade drives large share of tropical deforestation emissions. Global Environ Change 56:1–10. https://doi.org/10.1016/j.gloenvcha.2019.03.002

    Article  Google Scholar 

  • Perry S, Klemeš J, Bulatov I (2008) Integrating waste and renewable energy to reduce the carbon footprint of locally integrated energy sectors. Energy 33(10):1489–1497. https://doi.org/10.1016/j.energy.2008.03.008

    Article  CAS  Google Scholar 

  • Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Economet 16(3):289–326

    Article  Google Scholar 

  • Rahman MH (2023) Does the current account balance influence foreign direct investment in the Indian economy? Application of quantile regression model. SN Bus Econ 3(5):94

    Article  Google Scholar 

  • Rahman MH, Majumder SC (2021) The impact of electricity production sources and GDP on CO. Indones J Sustain Account Manage 5(2):198–208

    Google Scholar 

  • Rahman MH, Majumder SC (2022) Empirical analysis of the feasible solution to mitigate the CO2 emission: evidence from Next-11 countries. Environ Sci Pollut Res 29(48):73191–73209

    Article  Google Scholar 

  • Rahman MH, Majumder SC, Debbarman S (2020) Examine the role of agriculture to mitigate the Co2 emission in Bangladesh. Asian J Agric Rural Dev 10(1):392

    Article  Google Scholar 

  • Rahman MH, Ruma A, Nahrin R, Hossain MN, Majumder SC (2021) Examine the empirical relationship between energy consumption and industrialization in Bangladesh: Granger causality analysis. Int J Energy Econ Policy 11(3):121–129

    Article  Google Scholar 

  • Raihan A, Tuspekova A (2022) Dynamic impacts of economic growth, energy use, urbanization, tourism, agricultural value-added, and forested area on carbon dioxide emissions in Brazil. J Environ Stud Sci 12(4):794–814

    Article  Google Scholar 

  • Robertson S (2018) A carbon footprint analysis of renewable energy technology adoption in the modal substitution of high-speed rail for short-haul air travel in Australia. Int J Sustain Transp 12(4):299–312. https://doi.org/10.1080/15568318.2017.1363331

    Article  Google Scholar 

  • Salahuddin M, Alam K, Ozturk I (2016) The effects of Internet usage and economic growth on CO2 emissions in OECD countries: a panel investigation. Renew Sustain Energy Rev 62:1226–1235. https://doi.org/10.1016/j.rser.2016.04.018

    Article  Google Scholar 

  • Salazar J, Meil J (2009) Prospects for carbon-neutral housing: the influence of greater wood use on the carbon footprint of a single-family residence. J Clean Prod 17(17):1563–1571. https://doi.org/10.1016/j.jclepro.2009.06.006

    Article  Google Scholar 

  • Salo M, Savolainen H, Karhinen S, Nissinen A (2021) Drivers of household consumption expenditure and carbon footprints in Finland. J Clean Prod 289:125607. https://doi.org/10.1016/j.jclepro.2020.125607

    Article  Google Scholar 

  • Saraswati A, Hartono D, Indriyani W (2022) The impact of FDI on energy intensity: a spatial econometric analysis of Indonesian provinces. J Environ Stud Sci 12(4):853–869

    Article  Google Scholar 

  • Sharma R, Sinha A, Kautish P (2020) Examining the impacts of economic and demographic aspects on the ecological footprint in South and Southeast Asian countries. Environ Sci Pollut Res 27(29):36970–36982. https://doi.org/10.1007/s11356-020-09659-3

    Article  Google Scholar 

  • Singh D, Dhiman SK (2023) The linkage between carbon emissions, foreign direct investment, economic growth, and gross value added. J Environ Stud Sci 13(1):156–176

    Article  Google Scholar 

  • Singh MP, Bhojvaid PP, Reddy SR, Ashraf J (2014) Evidences and aspects of forest transition in India. Indian Forester 140(8):737–746

    Google Scholar 

  • Usman M, Balsalobre-Lorente D (2022) Environmental concern in the era of industrialization: can financial development, renewable energy and natural resources alleviate some load? Energy Policy 162:112780

    Article  Google Scholar 

  • Usman M, Makhdum MSA (2021) What abates ecological footprint in BRICS-T region? Exploring the influence of renewable energy, non-renewable energy, agriculture, forest area and financial development. Renew Energy 179:12–28

    Article  Google Scholar 

  • Usman O, Akadiri SS, Adeshola I (2020) Role of renewable energy and globalization on ecological footprint in the USA: implications for environmental sustainability. Environ Sci Pollut Res 27(24):30681–30693. https://doi.org/10.1007/s11356-020-09170-9

    Article  Google Scholar 

  • Usman M, Makhdum MSA, Kousar R (2021) Does financial inclusion, renewable and non-renewable energy utilization accelerate ecological footprints and economic growth? Fresh evidence from 15 highest emitting countries. Sustain Cities Soc 65:102590

    Article  Google Scholar 

  • Usman M, Jahanger A, Makhdum MSA, Balsalobre-Lorente D, Bashir A (2022) How do financial development, energy consumption, natural resources, and globalization affect Arctic countries’ economic growth and environmental quality? An Adv Panel Data Simul Energy 241:122515

    Google Scholar 

  • Voumik LC, Rahman MH, Hossain MS (2022) Investigating the subsistence of environmental Kuznets curve in the midst of economic development, population, and energy consumption in Bangladesh: Imminent of ARDL model. Heliyon 8(8):e10357

    Article  Google Scholar 

  • Voumik LC, Rahman MH, Nafi SM, Hossain MA, Ridzuan AR, Mohamed Yusoff NY (2023) Modelling sustainable non-renewable and renewable energy based on the EKC hypothesis for Africa’s ten most popular tourist destinations. Sustainability 15(5):4029

    Article  CAS  Google Scholar 

  • Wang J, Dong K, Dong X, Taghizadeh-Hesary F (2022) Assessing the digital economy and its carbon-mitigation effects: The case of China. Energy Econ 113:106198

  • Wiedmann T, Minx J (2008) A definition of ‘carbon footprint.’ Ecological economics research trends 1(2008):1–11

    Google Scholar 

  • World Bank (2022) World Development Indicators. https://datatopics.worldbank.org/world-development-indicators/

  • World Bank (2023) World Development Indicators. Available at: https://datatopics.worldbank.org/world-development-indicators/

  • Zhang C, Cao X, Ramaswami A (2016) A novel analysis of consumption-based carbon footprints in China: unpacking the effects of urban settlement and rural-to-urban migration. Glob Environ Chang 39:285–293. https://doi.org/10.1016/j.gloenvcha.2016.06.003

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Economics, Mizoram University, Mizoram, India

    Md. Maznur Rahman & Akshaya Kumar Mohanty

  2. Department of Economics, Sheikh Fazilatunnesa Mujib University, Jamalpur, 2000, Bangladesh

    Md. Hasanur Rahman

  3. Department of Economics, Comilla University, Cumilla, 3506, Bangladesh

    Md. Hasanur Rahman

  4. Department of Economics, Noakhali Science and Technology University, Noakhali, Bangladesh

    Md. Maznur Rahman

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  1. Md. Maznur Rahman
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  2. Akshaya Kumar Mohanty
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  3. Md. Hasanur Rahman
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Contributions

MMR and AKM deals with data analysis, substantial writing, and developed econometric models and background of this study and MMR and MMR deals with revision, proofreading and improved the draft.

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Correspondence to Md. Hasanur Rahman.

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Rahman, M.M., Mohanty, A.K. & Rahman, M.H. Renewable energy, forestry, economic growth, and demographic impact on carbon footprint in India: does forestry and renewable energy matter to reduce emission?. J Environ Stud Sci 14, 415–427 (2024). https://doi.org/10.1007/s13412-024-00912-6

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