基于LMDI的长江经济带交通碳排放变化分析

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摘要基于LMDI分解模型，探究了2000~2019年长江经济带交通运输业碳密度、运输结构、能源效率、能源强度、经济结构、经济水平以及人口规模等因素对交通碳排放的贡献程度及时空特性，并使用泰尔指数测算了碳排放的区域差异性.结果表明，经济规模持续扩张是长江经济带交通运输业碳排放增长的第一主导因素，对碳排放的正向驱动效应为116.33%，其次是人口规模（6.19%）；运输结构和经济结构的转变则是抑制碳排放增长的关键因素，其负向驱动率分别为-26.18%和-16.25%；而技术水平（能源效率和能源强度）的提升有助于抑制碳排放增加.此外，基于人均碳排放和碳排放强度的泰尔指数均显示长江经济交通碳排放量的区域差异性明显，其中区域内差异大于区域间差异，且基于碳排放强度的区域差异呈现出“俱乐部趋同”现象.最后，对长江经济带交通绿色发展提出了政策建议.

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	杨绍华
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关键词 ：交通碳排放, LMDI分解, 泰尔指数

Abstract：Employing the LMDI decomposition model, this study examines how factors such as service-based carbon intensity, transportation structure, energy efficiency, energy intensity, economic structure, level of economic development, and population have influenced the carbon emissions of the transportation sector of the Yangtze River Economic Belt over the period of 2000 to 2019, along with the temporal and spatial characteristics. The Theil index is also applied to measure the regional heterogeneity effects, if any. The results show that the continuous expansion of the economy is the primary leading factor for the growth of carbon emissions of the transportation sector in the Yangtze River Economic Belt, and its positive driving effects are at a rate of 116.33%, far exceeding that of population (6.19%), the second leading factor. The changes in the transportation structure and the economic structure are key factors to restrain the growth of carbon emissions, with their negative driving rates being -26.18% and -16.25%, respectively. The technological progress factors (energy efficiency and energy intensity) help slow down the increases also. Besides, both the per capita carbon emissions- and the carbon emission intensity-based Theil index values indicate that heterogeneity between provinces or municipalities exists for carbon emissions of the transportation sector in the Yangtze River Economic Belt, and the differences within regions are greater than those between regions. The carbon emission intensity-based regional differences particularly exhibit "club convergence" effects. Thereupon, policy suggestions are derived for greener development of transportation in the Yangtze River Economic Belt.

Key words： transportation carbon emissions LMDI decomposition Theil index

收稿日期: 2022-03-20

PACS:

X24

基金资助:国家自然科学基金资助项目（72088101，71690241，71810107001）

通讯作者: 张宇泉,副教授,yqwzhang@sjtu.edu.cn E-mail: yqwzhang@sjtu.edu.cn

作者简介: 杨绍华(1996-),男,浙江金华人,上海交通大学中英国际低碳学院硕士研究生,主要从事气候变化与碳排放分析研究.发表论文2篇.

引用本文:

杨绍华, 张宇泉, 耿涌. 基于LMDI的长江经济带交通碳排放变化分析[J]. 中国环境科学, 2022, 42(10): 4817-4826. YANG Shao-hua, ZHANG Yu-quan, GENG Yong. An LMDI-based investigation of the changes in carbon emissions of the transportation sector in the Yangtze River Economic Belt. CHINA ENVIRONMENTAL SCIENCECE, 2022, 42(10): 4817-4826.

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http://www.zghjkx.com.cn/CN/ 或 http://www.zghjkx.com.cn/CN/Y2022/V42/I10/4817

[1]	Sun H, Geng Y, Hu L, et al.Measuring China's new energy vehicle patents:A social network analysis approach[J].Energy, 2018,153:685-693.
[2]	Miao Z, Baležentis T, Shao S, et al.Energy use, industrial soot and vehicle exhaust pollution-China's regional air pollution recognition, performance decomposition and governance[J].Energy Economics, 2019,83(9):501-514.
[3]	张诗青,王建伟,郑文龙.中国交通运输碳排放及影响因素时空差异分析[J].环境科学学报, 2017,37(12):4787-4797.Zhang S Q, Wang J W, Zheng W L, et al.Spatio-temporal difference of transportation carbon emission and its influencing factors in China[J].Acta Scientiae Circumstantiae, 2017,37(12):4787-4797.
[4]	Geng Y, Ma Z, Xue B, et al.Co-benefit evaluation for urban public transportation sector-a case of Shenyang, China[J].Journal of Cleaner Production, 2013,58(6):82-91.
[5]	Tessum W, Hill D, Marshall D.Life cycle air quality impacts of conventional and alternative light-duty transportation in the United States[J].Proceedings of the National Academy of Sciences, 2014,111(52):18490-18495.
[6]	Ren W, Xue B, Geng Y, et al.Inter-city passenger transport in larger urban agglomeration area:emissions and health impacts[J].Journal of Cleaner Production, 2016,114(3):412-419.
[7]	Hao H, Geng Y, Li W, et al.Energy consumption and GHG emissions from China's freight transport sector:scenarios through 2050[J].Energy Policy, 2015,85(10):94-101.
[8]	Liu Z, Li L, Zhang Y J.Investigating the CO2 emission differences among China's transport sectors and their influencing factors[J].Natural Hazards, 2015,77(2):1323-1343.
[9]	Ang W.Decomposition analysis for policymaking in energy:which is the preferred method?[J].Energy policy, 2004,32(9):1131-1139.
[10]	Ang W.LMDI decomposition approach:A guide for implementation[J].Energy Policy, 2015,86(11):233-238.
[11]	胡怀敏,左薇,徐士元.长江经济带交通能源碳排放脱钩效应及驱动因素研究[J].长江流域资源与环境, 2022,31(4):862-877.Hu H M, Zuo W, Xu S Y, et al.Decoupling effect and driving factors of transportation energy carbon emission in Yangtze River Economic Belt[J].Resources and Environment in the Yangtze Basin, 2022,31(4):862-877.
[12]	Ratanavaraha V, Jomnonkwao S.Trends in Thailand CO2 emissions in the transportation sector and Policy Mitigation[J].Transport Policy, 2015,41(7):136-146.
[13]	Achour H, Belloumi M.Decomposing the influencing factors of energy consumption in Tunisian transportation sector using the LMDI method[J].Transport Policy, 2016,52(11):64-71.
[14]	杨丽杰,宗刚,焉华.基于LMDI模型的北京交通碳排放驱动因素研究[J].中国商论, 2014,8:166-168.Yang L J, Zong G, Yan H.LMDI-based research on driving factors of carbon emissions for Beijing's transportation sector[J].China Journal of Commerce, 2014,8:166-168.
[15]	Wei Q, Zhao S, Xiao W.A quantitative analysis of carbon emissions reduction ability of transportation structure optimization in China[J].Journal of Transportation Systems Engineering & Information Technology, 2013,13(3):10-17.
[16]	吴振信,石佳,王书平.基于LMDI分解方法的北京地区碳排放驱动因素分析[J].中国科技论坛, 2014,15(2):85-91.Wu Z X, Shi J, Wang S P.Analysis of the driving factors of carbon emissions in Beijing based on LMDI method[J].Forum on Science and Technology in China, 2014,15(2):85-91.
[17]	Liang Y, Niu H, et al.Sustainability, Factors affecting transportation sector CO2 emissions growth in China:an LMDI decomposition analysis[J].Sustainability, 2017,10(9):1730.
[18]	喻洁,达亚彬,欧阳斌,等.基于LMDI分解方法的中国交通运输行业碳排放变化分析[J].中国公路学报, 2015,28(10):112-119.Yu J, Da Y B, Ouyang B, et al.Analysis of carbon emission changes in China's transportation industry based on LMDI decomposition method[J].China Journal of Highway and Transport, 2015,28(10):112-119.
[19]	张克勇,刘县美,郭丕斌,等.京津冀交通部门CO2排放的时空差异及影响因素[J].系统工程, 2019,37(5):12-20.Zhang K Y, Liu X M, Guo P B, et al.Spatial-temporal differences of CO2 emissions of transport sector in Beijing-Tianjin-Hebei region[J].Systems Engineering, 2019,37(5):12-20.
[20]	郝晴,回晓洋,闫桂焕,等.基于LMDI模型的山东省交通碳排放分析研究[J].科学与管理, 2017,37(6):51-56,67.Hao J, Hui X Y, Yan G H, et al.Research on the transportation carbon emission in Shandong province based on the LMDI model[J].Science and Management, 2017,37(6):51-56,67.
[21]	Chai J, Xing L M, Zhou Y H, et al.Effect of transportation structure change on CO2 emission[J].Operations Research and Management Science, 2017,196(1):199-207.
[22]	Hao H, Geng Y, Li W, et al.Energy consumption and GHG emissions from China's freight transport sector:scenarios through 2050[J].Energy Policy, 2015,85(10):94-101.
[23]	Wang C, Wood J, Wang Y, et al.CO2 emission in transportation sector across 51countries along the Belt and Road from 2000 to 2014[J].Journal of Cleaner Production, 2020,266(9):122000.
[24]	卢俊宇,黄贤金,戴靓,等.基于时空尺度的中国省级区域能源消费碳排放公平性分析[J].自然资源学报, 2012,27(12):2006-2017.Lu J Y, Huang X J, Dai J, et al.Spatio-temporal scale analysis on the equality of energy consumption carbon emission distribution in China[J].Journal of Natural Resources, 2012,27(12):2006-2017.
[25]	Tian X, Geng Y, Zhong S, et al.A bibliometric analysis on trends and characters of carbon emissions from transport sector[J].Transportation Research Part D:Transport and Environment, 2018, 59(3):1-10.
[26]	Lim J, Kang M, Jung C.Effect of national-level spatial distribution of cities on national transport CO2 emissions[J].Environmental Impact Assessment Review, 2019,77(7):162-173.
[27]	曾晓莹,邱荣祖,林丹婷,等.中国交通碳排放及影响因素时空异质性[J].中国环境科学, 2020,40(10):4304-4313.Zeng X Y, Qiu R Z, Lin D T, et al.Spatio-temporal heterogeneity of transportation carbon emissions and its influencing factors in China[J].China Environmental Science, 2020,40(10):4304-4313.
[28]	王海林,何建坤.交通部门CO2排放、能源消费和交通服务量达峰规律研究[J].中国人口·资源与环境, 2018,28(2):59-65.Wang H L, He J K.Peaking rule of CO2 emissions, energy consumption and transport volume in transportation sector[J].China Population, Resources and Environment, 2018,28(2):59-65.
[29]	Shorrocks A F.The class of additively decomposable inequality measures[J].Econometrica:Journal of the Econometric Society, 1980,48(3):613-625.
[30]	Shan Y, Guan D, Zheng H, et al.China CO2 emission accounts 1997~2015[J].Scientific Data, 2018,5(1):1-14.
[31]	Shan Y, Huang Q, Guan D, et al.China CO2 emission accounts 2016~2017[J].Scientific Data, 2020,7(1):1-9.
[32]	徐国泉,刘则渊,姜照华.中国碳排放的因素分解模型及实证分析:1995~2004[J].中国人口·资源与环境, 2006,16(6):158-161.Xu G Q, Liu Z Y, Jiang Z H.Decomposition model and empirical study of carbon emissions for China, 1995~2004[J].China Population, Resources and Environment, 2006,16(6):158-161.
[33]	吴开亚,王文秀,张浩,等.上海市居民消费的间接碳排放及影响因素分析[J].华东经济管理, 2013,1(1):1-7.Wu K Y, Wang W X, Zhang H, et al.Indirect carbon emissions of Shanghai's residents consumption and its influence factors[J].East China Economic Management, 2013,1(1):1-7.
[34]	蔡博峰,曹东,刘兰翠,等.中国交通二氧化碳排放研究[J].气候变化研究进展, 2011,7(3):197-203.Cai B F, Cao D, Liu C L, et al.China transport CO2 emission study[J].Advances in Climate Change Research, 2011,7(3):197-203.
[35]	王静静,王哲,赵源.能源视角下公路运输旅客周转量换算系数的确定[J].道路交通与安全, 2016,16(5):31-34.Wang J J, Wang Z, Zhao Y.Determination of the conversion factor of highway passenger turnover in the perspective of energy[J].Road Traffic & Safety, 2016,16(5):31-34.
[36]	康晓娟,杨冬民.基于泰尔指数法的中国能源消费区域差异分析[J].资源科学, 2010,32(3):485-490.Kang X J, Yang D M.An analysis on the difference of regional energy consumption in China based on the method of the Theil index[J].Resources Science, 2010,32(3):485-490.
[37]	岳超,胡雪洋,贺灿飞,等.1995~2007年我国省区碳排放及碳强度的分析——碳排放与社会发展Ⅲ[J].北京大学学报:自然科学版, 2010,46(4):510-516.Yue C, Hu X Y, He C F, et al.Provincial carbon emissions and carbon intensity in China from 1995 to 2007(carbon emissions and social development,Ⅲ)[J].Acta Scientiarum Naturalium Universitatis Pekinensis, 2010,46(4):510-516.
[38]	Wei S, Dong-rui Q.Analysis on differences of carbon emission intensity of each province in China based on Theil index[J].Finance and Trade Research, 2012,1(3):1-7.
[39]	李璐,董捷,张俊峰.长江经济带城市土地利用效率地区差异及形成机理[J].长江流域资源与环境, 2018,27(8):1665-1675.Li L, Dong J, Zhang J F, et al.Regional difference and formation mechanism of urban land use efficiency in the Yangtze River Economic Belt[J].Resources and Environment in the Yangtze Basin, 2018,27(8):1665-1675.
[40]	Burnett W.Club convergence and clustering of US energy-related CO2 emissions[J].Resource and Energy Economics, 2016,46(9):62-84.
[41]	Jiang H, Geng Y, Tian X, et al.Uncovering CO2 emission drivers under regional industrial transfer in China's Yangtze River Economic Belt:a multi-layer LMDI decomposition analysis[J].Frontiers in Energy, 2021,15(2):292-307.
[42]	Timilsina R, Shrestha A.Factors affecting transport sector CO2emissions growth in Latin American and Caribbean countries:an LMDI decomposition analysis[J].International Journal of Energy Research, 2009,33(4):396-414.
[43]	Turner K, Hanley N.Energy efficiency, rebound effects and the environmental Kuznets Curve[J].Energy Economics, 2011,33(5):709-720.
[44]	Wang Z, Lu M.An empirical study of direct rebound effect for road freight transport in China[J].Applied Energy, 2014,133(11):274-281.
[45]	高辉,高碧凤,吴昊.基于LMDI分解的我国能源回弹效应实证分析[J].国土资源科技管理, 2014,31(5):1-7.Gao H, Gao B F, Wu H, et al.Empirical analysis of China's energy rebound effect based on LMDI decomposition[J].Scientific and Technological Management of Land and Resources, 2014,31(5):1-7.
[46]	王伟,何明.构建长江经济带综合交通运输体系[J].综合运输, 2015,37(3):20-23.Wang W, He M.Constructing integrated transportation system of Yangtze River Economic Belt[J].China Transportation Review, 2015, 37(3):20-23.
[47]	梁微,縢博.打造长江经济带综合立体交通走廊[J].城市轨道交通研究, 2014,17(6):62.Liang W, Teng B.Building a comprehensive transportation corridor for the Yangtze River Economic Belt[J].Urban Mass Transit, 2014, 17(6):62.
[48]	冯相昭,蔡博峰.中国道路交通系统的碳减排政策综述[J].中国人口·资源与环境, 2012,22(8):6.Feng X Z, Cai B F.A review on policies of reducing carbon emission in China's urban road transport system[J].China Population Resources and Environment, 2012,22(8):6.