Journal Article

·2023

Time, frequency, and quantile-based impacts of disaggregated electricity generation on carbon neutrality: evidence from leading European Union countries

Mustafa Tevfik Kartal YTU , Uğur Korkut Pata , Serpil Kılıç Depren YTU , Sinan Erdoğan

International Journal of Sustainable Development & World Ecology

Abstract

ABSTRACTDue to increasing geopolitical tensions and disruption of gas supplies, European countries have been looking for alternatives for electricity generation (EG). As part of this process, one of the most important goals for long-term sustainability is to ensure carbon neutrality. Therefore, this study analyzes time, frequency, and quantile-based impacts of EG from different electricity generation sources (i.e., renewable, nuclear, and fossil fuels) on carbon neutrality, focusing on four leading European countries. The study applies the wavelet transform coherence (WC), quantile-on-quantile regression (QQ), and Granger causality in quantiles (GQ) to high-frequency daily data between January 2, 2019 and March 10, 2023. Results show that (i) there is a strong time and frequency dependence between EG and CO2 emissions across countries, while results vary by EG sources and countries; (ii) renewable EG dampens CO2 emissions. At higher quantiles, a higher share of renewable EG lowers CO2 emissions in Germany and Spain, while they increase in France; (iii) nuclear EG is beneficial only for the United Kingdom. (iv) Fossil EG increases CO2 emissions in all countries. Excessive fossil EG leads to more CO2 emissions at higher quantiles; (v) the impacts of EG on CO2 emissions have a time-, frequency-, quantile-, country-, and EG source-dependent structure. The outcomes of the study demonstrates that the ideal EG source for countries is mainly renewable EG, while in the case of the United Kingdom, nuclear EG could be an alternative for improving the environment while reducing fossil fuels.KEYWORDS: ElectricityCO2 emissionsEuropean Union countriesDisaggregated Analysisnonlinear methodsJEL CLASSIFICATION: C32N50O13 Highlights The study examines impacts of electricity generation (EG) on carbon neutrality.The study focuses on leading four European countries.The study applies nonlinear approaches by using high-frequency daily data.The ideal EG source is generally renewable and partially nuclear.EG has a time, frequency, quantile, and country-varying impact.The results are consistent and robust based on alternative method.Acronyms BDS=Broock, Scheinkman, Dechert, and LeBaronBRICS=Brazil, Russia, India, China, South AfricaCO2=Carbon DioxideEG=Electricity GenerationEU=European UnionGQ=Granger Causality-in-QuantilesGWh=Gigawatt-HourIEA=International Energy AgencyJB=Jarque BeraOECD=Organization for Economic Co-operation and DevelopmentQQ=Quantile-on-Quantile RegressionQR=Quantile RegressionSDGs=Sustainable Development GoalsTWh=terawatt-hoursUN=United NationsUSD=United States DollarsWC=Wavelet CoherenceDependent Variable=CO2=Total CO2 EmissionsIndependent Variables=REG=Renewable EGNEG=Nuclear EGFEG=Fossil EGAnalysis Scope=DEU=GermanyESP=SpainFRA=FranceGBR=United KingdomDisclosure statementNo potential conflict of interest was reported by the authors.Authors' contributionsThe authors have contributed equally to this work. All authors read and approved the final manuscript.Availability of data and materialsData will be made available on request.Consent for publicationThe authors are willing to permit the Journal to publish the article.Additional informationFundingThis research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Keywords

Quantile European union Fossil fuel Renewable energy Greenhouse gas Natural resource economics Economics Quantile regression Electricity Neutrality Granger causality Environmental science Econometrics International economics Engineering Ecology

Subject Areas

Energy, Environment, Economic Growth ·Economics and Econometrics ·Social Sciences
Energy and Environment Impacts ·Pollution ·Physical Sciences
Environmental Impact and Sustainability ·Environmental Engineering ·Physical Sciences

Citations by Year

Related YTU Activities

Sustainability activities and projects connected to this article.

General · 2025 Dubai International Academic and Entrepreneurship Cooperation
General · 2025 Plant Guides Project
General · 2025 15th Green Sector Event
General · 2025 Green Economy Project under the TÜBİTAK 2232-A International Leading Researchers Program
General · 2025 MobilityMINT: Introduction to Next-Generation Urban Mobility Technologies
General · 2025 MobilityMINT – Urban Logistics and Autonomous Vehicles
General · 2025 ISPRS Event
General · 2025 Türkiye’s Patent Champion
General · 2025 TÜBİTAK 2247-A National Leading Researcher Grant for Advanced Boron Nitride Materials
General · 2025 MobilityMINT: Entrepreneurship and Funding Sources
General · 2025 III. Green Energy Summit Participation
General · 2025 Yıldız Energy Summit 2025
General · 2025 YTÜ AESK: European Champion at Shell Eco-marathon Europe & Africa 2025 with ICARUSThe YTU AESK signed a historic achievement by becoming European Champion in the “Autonomous Urban Concept” category at Shell Eco-marathon Europe & Africa 2025 held in France with its autonomous vehicle ICARUS.
General · 2025 Clean Energy Research under the TÜBİTAK–MSRT Bilateral Cooperation Program
General · 2025 Horizon Europe-Funded ECHO Project and Energy Centres of Excellence
General · 2025 CivilIstanbul’25
Education · 2024 ECHO Project (Energy Communities Excellence Hubs: Catalyzing Energy Innovation Ecosystems)
Education · 2024 International Summer School on Urban Ecology at Yıldız Technical University
Energy · 2024 Symbolic Sapling Planting for Earthquake-Affected Regions – RECODE’24
Education · 2024 Disaster Awareness Summit ’24 – Rebirth After February 6
Education · 2024 Disaster Awareness Summit ’24 – Rebirth After February 6”, an “Earthquake Simulation Workshop”
Energy · 2024 "YTU Faculty Member Assoc. Prof. Dr. Hüseyin Ayhan Yavaşoğlu, Participates in 8th National Antarctic Science Expedition"
Education · 2024 Yuva || Konak” (Nest || Shelter): An Artistic Exploration of Biodiversity on YTU’s Davutpaşa Campus
Energy · 2024 YTU Hosts the 14th Green Sector Event: “Environmental Approaches from Industry Leaders”
Energy · 2024 YTU Contributes to TÜBA Workshop on Urban Transformation and Sustainable Cities
Energy · 2024 Sustainable Marine Energy Research through TÜBİTAK International Fellowship Program
Energy · 2024 TU Yıldız Solar Boat Team’s International Success