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Carbon emission of urban transport with different data sources

Ruo-yu Wu, Chun-fu Shao, Xin-yi Wang, Xu-yang Yin

Abstract


The identification of critical sectors at the provincial level is important for achieving China’ s CO2 mitigation target. To scientifically subdivide the target of emission peak and carbon neutrality in public transport, this article employs a decision tree, taking into a combination of “top-down” and “bottom-up” approaches, to determine selection rules for carbon emission calculation under different data sources. The stepwise regression analysis determines length of vehicle is the key factor affecting bus 100 km energy consumption. The results reveal that, with 383.0 million tons of carbon dioxide being emit, the highest carbon emission from Inner Mongolia ground buses system happened in 2013. The results show that measures including replacing conventional vehicles with electric vehicles could effectively facilitate the road transport sector to gradually approach zero carbon emissions.


Keywords


urban traffic; carbon emissions; decision model; electric vehicles; stepwise regression

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References


Wen L, Song Q. Simulation study on carbon emission of China & Apos; S freight system under the target of carbon peaking. Available online: https://doi.org/10.2139/ssrn.3973933 (accessed on 15 August 2023).

U.S. Energy Information Administration (EIA). International Energy Outlook 2021: With Projections to 2050. EIA; 2021. pp. 1–40.

Axsen J, Plötz P, Wolinetz M. Crafting strong, integrated policy mixes for deep CO2 mitigation in road transport. Nature Climate Change 2020; 10(9): 809–818. doi: 10.1038/s41558-020-0877-y

Hu Y, Shao C, Wang S. Vehicle energy-consumption stratified sampling survey based on econometrics regression model. Journal of Transportation Systems Engineering and Information Technology 2017; 17(6): 70–76.

Zheng J, Mi Z, Coffman D, et al. Regional development and carbon emissions in China. Energy Economics 2019; 81: 25–36. doi: 10.1016/j.eneco.2019.03.003

Hu A. China’s goal of achieving carbon peak by 2030 and its main approaches (Chinese). Journal of Beijing University of Technology (Social Sciences Edition) 2021; 21(3): 1–15.

Xu L,Wang Y. City carbon emission accounting in China: International statistical standards measurement and methodology construction (Chinese). Statistical Research 2022; 39(7): 12–30. doi: 10.19343/j.cnki.11–1302/c.2022.07.002

Zhang J. Governance for post-COVID-19 carbon reduction: A case study of the transport sector. Available online: https://doi.org/10.2139/ssrn.3851398 (accessed on 15 August 2023).

Nocera S, Cavallaro F. The ancillary role of CO2 reduction in urban transport plans. Transportation Research Procedia 2014; 3: 760–769. doi: 10.1016/j.trpro.2014.10.055

Li X, Lv T, Zhan J, et al. Carbon emission measurement of urban green passenger transport: A case study of Qingdao. Sustainability 2022; 14(15): 9588. doi: 10.3390/su14159588

Sun D, Xia J. Research on road transport planning aiming at near zero carbon emissions: Taking Ruicheng County as an example. Energy 2023; 263: 125834. doi: 10.1016/j.energy.2022.125834

Dönmezçelik O, Koçak E, Örkcü HH. Towards net zero emissions target: Energy modeling of the transportation sector in Türkiye. Energy 2023; 279: 128064. doi: 10.1016/j.energy.2023.128064

The Intergovernmental Panel on Climate Change (IPCC). 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories. Available online: https://www.ipcc.ch/report/2019-refinement-to-the-2006-ipcc-guidelines-for-national-greenhouse-gas-inventories (accessed on 16 August 2023).

Liu Z. National carbon emissions from the industry process: Production of glass, soda ash, ammonia, calcium carbide and alumina. Applied Energy 2016; 166: 239–244. doi: 10.1016/j.apenergy.2015.11.005

Tu M, Li Y, Bao L, et al. Logarithmic mean divisia index decomposition of CO2 emissions from urban passenger transport: An empirical study of global cities from 1960–2001. Sustainability 2019; 11(16): 4310. doi: 10.3390/su11164310

Zeng LH, Li GM. World expo 2010 promotes the reduction in carbon emissions of urban transport. Applied Mechanics and Materials 2014; 522–524: 1826–1830. doi: 10.4028/www.scientific.net/amm.522-524.1826

Huo H, Zhang Q, He K, et al. Modeling vehicle emissions in different types of Chinese cities: Importance of vehicle fleet and local features. Environmental Pollution 2011; 159(10): 2954–2960. doi: 10.1016/j.envpol.2011.04.025

Lü C, Zhang Z, Chen XM, et al. Study on CO2 emission factors of road transport in Chinese provinces (Chinese). China Environmental Science 2021; 41(7): 3122–3130. doi: 10.19674/j.cnki.issn1000-6923.20210331.010

Wang J, Rodrigues JFD, Hu M, et al. The evolution of Chinese industrial CO2 emissions 2000–2050: A review and meta-analysis of historical drivers, projections and policy goals. Renewable and Sustainable Energy Reviews 2019; 116: 109433. doi: 10.1016/j.rser.2019.109433




DOI: http://dx.doi.org/10.18686/mt.v12i1.8856

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