Citation: Csalódi, R.; Czvetkó, T.;
Sebestyén, V.; Abonyi, J. Sectoral
Analysis of Energy Transition Paths
and Greenhouse Gas Emissions.
Energies 2022, 15, 7920.
https://doi.org/10.3390/en15217920
Academic Editor: Rui Peng
Received: 25 July 2022
Accepted: 21 October 2022
Published: 25 October 2022
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energies
Article
Sectoral Analysis of Energy Transition Paths and Greenhouse
Gas Emissions
Róbert Csalódi
1,†
, Tímea Czvetkó
1,†
, Viktor Sebestyén
1,2
and János Abonyi
1,
*
1
ELKH-PE Complex Systems Monitoring Research Group, University of Pannonia, Egyetem str. 10,
H-8200 Veszprém, Hungary
2
Sustainability Solutions Research Lab, University of Pannonia, Egyetem u. 10, H-8200 Veszprém, Hungary
* Correspondence: janos@abonyilab.com
† These authors contributed equally to this work.
Abstract: The Paris Climate Agreement and the 2030 Agenda for Sustainable Development Goals
declared by the United Nations set high expectations for the countries of the world to reduce their
greenhouse gas (GHG) emissions and to be sustainable. In order to judge the effectiveness of
strategies, the evolution of carbon dioxide, methane, and nitrous oxide emissions in countries around
the world has been explored based on statistical analysis of time-series data between 1990 and 2018.
The empirical distributions of the variables were determined by the Kaplan–Meier method, and
improvement-related utility functions have been defined based on the European Green Deal target
for 2030 that aims to decrease at least 55% of GHG emissions compared to the 1990 levels. This
study aims to analyze the energy transition trends at the country and sectoral levels and underline
them with literature-based evidence. The transition trajectories of the countries are studied based
on the percentile-based time-series analysis of the emission data. We also study the evolution of the
sector-wise distributions of the emissions to assess how the development strategies of the countries
contributed to climate change mitigation. Furthermore, the countries’ location on their transition
trajectories is determined based on their individual Kuznets curve. Runs and Leybourne–McCabe
statistical tests are also evaluated to study how systematic the changes are. Based on the proposed
analysis, the main drivers of climate mitigation and evaluation and their effectiveness were identified
and characterized, forming the basis for planning sectoral tasks in the coming years. The case study
goes through the analysis of two counties, Sweden and Qatar. Sweden reduced their emission per
capita almost by 40% since 1990, while Qatar increased their emission by 20%. Moreover, the defined
improvement-related variables can highlight the highest increase and decrease in different aspects.
The highest increase was reached by Equatorial Guinea, and the most significant decrease was made
by Luxembourg. The integration of sustainable development goals, carbon capture, carbon credits
and carbon offsets into the databases establishes a better understanding of the sectoral challenges of
energy transition and strategy planning, which can be adapted to the proposed method.
Keywords: energy transition paths; GHG emissions; sustainable energy; RCP scenarios
1. Introduction
Greenhouse gas (GHG) emission is considered the most significant anthropogenic
driving force of climate change [1]. In 2020, fossil fuels were taking around 80% of primary
energy consumption [2]. Due to this high fossil fuel consumption percentage, the reserve-to-
production (R/P) ratio of fossil fuels is significantly decreasing. R/P defines the availability
of fossil fuels (such as oil, natural gas, and coal reserves) in years. However, primary energy
consumption decreased by 4.5% compared to 2019, from which oil consumption dropped
9.5%, natural gas dropped 3.1%, and coal dropped 4.1%; still, the total world resources in
oil last only for 50 years of current production. Regions with the lowest reserves are Europe
with 10.4 years and the Asia Pacific with 16.6 years [2].
Energies 2022, 15, 7920. https://doi.org/10.3390/en15217920 https://www.mdpi.com/journal/energies