Carbon dioxide emission typology and policy implications: Evidence from machine learning

Wang, Hanjie; Yu, Xiaohua

doi:10.1016/j.chieco.2023.101941

Cited by 9 publications

(3 citation statements)

References 37 publications

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“…Building on the derived conclusions, this study makes three key contributions to the field. First, it extends the scope of existing research, such as that by Yang et al [17], Zheng et al [18], and Wang and Yu [19], by providing a comprehensive empirical analysis of the impacts of energy transition and digitalization on carbon dioxide emissions across 28 Chinese provinces. This regional analysis enriches our understanding of the varying impacts of the energy transition, which is crucial for creating tailored policies in different geographical areas.…”

Section: Introductionmentioning

confidence: 78%

Digitization Meets Energy Transition: Shaping the Future of Environmental Sustainability

Wang,

He,

2024

Energies

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This paper presents an empirical investigation into the effects of energy transition and digitization on carbon dioxide emissions, serving as a proxy for environmental sustainability, across 28 Chinese provinces from 2000 to 2021. Utilizing both static and dynamic regression analyses, the study reveals a significant driving effect of the energy transition on environmental sustainability, primarily through a reduction in carbon dioxide emissions. Notably, this influence is more pronounced in the eastern region of China, followed by the central and western regions, indicating regional heterogeneity in the impact of the energy transition. Furthermore, digitization is found to have a substantial moderating effect, enhancing energy conservation and emission reductions. As digitization progresses, its capability to diminish the impact of energy transitions on carbon dioxide emissions becomes more apparent, particularly in the eastern region, while this effect is less marked in central and western China. The study also delves into the nonlinear relationship between energy transitions and carbon dioxide emissions, discovering that increased levels of digitization can exacerbate the negative effects of energy transitions on emissions. These findings offer valuable insights into the dynamics of energy transition and digitalization, highlighting their crucial roles in shaping environmental sustainability in China.

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Section: Introductionmentioning

confidence: 78%

Digitization Meets Energy Transition: Shaping the Future of Environmental Sustainability

Wang,

He,

2024

Energies

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“…In certain ways, this market-based policy design can better balance efficiency and equity while also being more cost-effective. Professor Martin Weizmann, the well-known creator of the theory of environmental economics, studied this problem more thoroughly and presented his findings in the scholarly article "Price or Quantity" in 1974 [3]. He examined the issue of whether humans should directly regulate the quantity of pollutants released or if a price should be set for the pollutants, i.e., whether the nation should enact laws including carbon emission trading limits or carbon taxes.…”

Section: Development Of Carbon Emissions Trading Systemmentioning

confidence: 99%

Studying the Growth of Heterogeneous Regions in China Based on Trading in Carbon Emissions

Yan

2023

Advances in Economics, Business and Management Research

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This article provides a detailed discussion of the origins of carbon emissions and related pricing mechanisms. Using data, the article analyzes China's critical role in global carbon emission governance and its increasing reliance on carbon trading markets. In 2021, China launched the creation of a carbon emission trading market with the aim of establishing the world's largest carbon trading system that includes tradable performance requirements. This study focuses on the development of the carbon trading mechanism and pricing mechanisms, highlighting the four types of energy structure. It also classifies different regions into four models based on regional differences in carbon emissions in China. Finally, given the current uneven economic development in China, this study emphasizes the importance of designing carbon trading markets that are tailored to regional differences, managing carbon quotas differentially, and customizing price caps and floors, providing a decision-making basis for finegrained management and realization of carbon emissions mitigation.

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“…Finally, the CO 2 emission factors were determined according to the Chinese national standard GB/T 32151.1-2015 and the IPCC guidelines. 25 By analyzing the relationship between the net calorific value and the level of carbon dioxide emission under different degrees of coalification, coal is screened to achieve clean and efficient use.…”

Section: Introductionmentioning

confidence: 99%

LIBS analysis of elemental carbon and fixed carbon in coal by dual-cycle regression based on matrix-matched calibration

Zhu,

Song,

Zhang

et al. 2024

J. Anal. At. Spectrom.

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Carbon dioxide emission typology and policy implications: Evidence from machine learning

Cited by 9 publications

References 37 publications

Digitization Meets Energy Transition: Shaping the Future of Environmental Sustainability

Digitization Meets Energy Transition: Shaping the Future of Environmental Sustainability

Studying the Growth of Heterogeneous Regions in China Based on Trading in Carbon Emissions

LIBS analysis of elemental carbon and fixed carbon in coal by dual-cycle regression based on matrix-matched calibration

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