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Projecting Türkiye’s CO 2 Emissions Future: Multivariate Forecast of Energy–Economy–Environment Interactions and Anthropogenic Drivers

Author

Listed:
  • Beyza Gudek

    (Department of Management Information Systems, Karadeniz Technical University, 61080 Trabzon, Türkiye)

  • Fatih Gurcan

    (Department of Management Information Systems, Karadeniz Technical University, 61080 Trabzon, Türkiye)

  • Ahmet Soylu

    (School of Economics, Innovation, and Technology, Kristiania University of Applied Sciences, 0107 Oslo, Norway)

  • Akif Quddus Khan

    (Department of Computer Science, Norwegian University of Science and Technology, 2815 Gjøvik, Norway)

Abstract

Global warming has become a top priority on the international environmental policy agenda. The recent rise in CO 2 emissions observed in Türkiye has further emphasized the country’s critical role in addressing climate change. This study aims to estimate Türkiye’s CO 2 emissions through 2030 and identify the key socioeconomic and environmental factors driving these emissions, using multiple linear regression (MLR) and time series analysis methods. Six primary variables are examined: population, gross domestic product (GDP), CO 2 intensity, per capita energy consumption, total greenhouse gas (GHG) emissions, and forest area. This study introduces a new multivariate forecasting framework that integrates time series projections with multiple linear regression and elasticity-based sensitivity analysis, providing novel insight into the relative influence of key emission drivers compared to prior research. The results suggest that, if current policy trends persist, Türkiye’s CO 2 emissions will increase substantially by 2030. Variables such as GHG emissions, energy consumption, and population growth are found to have an increasing effect on emissions, while the limited expansion of forest areas is insufficient to offset this trend. In contrast, the negative correlation between GDP and CO 2 emissions suggests that economic growth can occur in alignment with environmental sustainability. The model’s validity is supported by a high R 2 (0.99) value and low error rates. The findings indicate that Türkiye must reassess its current strategies and strengthen policies targeting renewable energy, energy efficiency, and carbon sinks to achieve its climate goals. The proposed framework provides a transparent basis for climate planning and policy prioritization in Türkiye.

Suggested Citation

  • Beyza Gudek & Fatih Gurcan & Ahmet Soylu & Akif Quddus Khan, 2026. "Projecting Türkiye’s CO 2 Emissions Future: Multivariate Forecast of Energy–Economy–Environment Interactions and Anthropogenic Drivers," Sustainability, MDPI, vol. 18(1), pages 1-25, January.
  • Handle: RePEc:gam:jsusta:v:18:y:2026:i:1:p:471-:d:1832022
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