Please wait a minute...
Frontiers of Environmental Science & Engineering

ISSN 2095-2201

ISSN 2095-221X(Online)

CN 10-1013/X

Postal Subscription Code 80-973

2018 Impact Factor: 3.883

Front Envir Sci Eng    0, Vol. Issue () : 387-402    https://doi.org/10.1007/s11783-012-0396-9
RESEARCH ARTICLE
Impacts of inter-sectoral trade on carbon emissions—a case of China in 2007
Xiuqi FANG1, Benyong WEI2(), Yuan WANG3
1. School of Geography, Beijing Normal University, Beijing 100875, China; 2. Institute of Geology, China Earthquake Administration, Beijing 100029, China; 3. School of Environment Science and Technology, Tianjin University, Tianjin 300072, China
 Download: PDF(271 KB)   HTML
 Export: BibTeX | EndNote | Reference Manager | ProCite | RefWorks
Abstract

With the increase in international trade, more attention has been given to quantifying the impacts of international trade on energy use and carbon emissions. Input-output analysis is a suitable tool for assessing resources or pollutants embodied in trade and it has become a critical tool for performing such analysis. This study estimated the national and sectoral carbon emissions embodied in Chinese international trade using the latest available China input-output table of 2007. The results showed that a significant exporting behavior of embodied carbon emissions existed in China’s trade. Over 1/3 of the emissions in Chinese domestic production processes were generated for exports in 2007. The net balance of emissions embodied in exports and imports accounted for nearly 30% of China’s domestic emissions, which means that any policy made to increase the exports would result in a significant growth of China’s domestic emissions. Since over half of China’s export trade is processing trade, the re-exported emissions could not be overlooked; otherwise, it would hard to capture the actual emissions generated abroad to obtain China’s domestic consumption. The enlargement of export scale is a primary driven factor to the rapid growth of China’s exported emissions. It is necessary for China to adjust its economic and industrial structure to reduce the dependence of economic growth on the export trade. However, when adjusting industry structures or making policies on carbon emission reduction, it will be more reasonable to consider the relationship between production and consumption, rather than just focus on the emission values of sectors’ direct production, as a large part of carbon emissions emitted by the principal direct polluters were generated to obtain the products which were required by other sectors.

Keywords international trade      carbon emissions      input-output analysis      China     
Corresponding Author(s): WEI Benyong,Email:bywei1982@163.com   
Issue Date: 01 June 2012
 Cite this article:   
Xiuqi FANG,Benyong WEI,Yuan WANG. Impacts of inter-sectoral trade on carbon emissions—a case of China in 2007[J]. Front Envir Sci Eng, 0, (): 387-402.
 URL:  
https://academic.hep.com.cn/fese/EN/10.1007/s11783-012-0396-9
https://academic.hep.com.cn/fese/EN/Y0/V/I/387
productsintermediate usefinal usetotal output
capital formation and final consumptionexport
intermediate input of domestically produced productsBoldItalicdBoldItalicdBoldItalicdBoldItalicBoldItalicd
intermediate input of imported productsBoldItalicmBoldItalicdBoldItalicmBoldItalic
Tab.1  The basic structure of input-output table
Fig.1  Emissions in China’s domestic consumption and exports in 2007 (Mtce)
Fig.2  Domestic emissions and imported emissions of China in 2007 (Mtce)
sectorsdirect emissionsdomestic emissionstotal emissionstotal imported emissionsactual imported emissionsre-exported emissionstotal exported emissionsdomestic exported emissionsBEETCdFdCdCt/%CmzCtm/%CzCm
BoldItalicd/MtceBoldItalicd/MtceBoldItalict/MtceBoldItalictm/MtceBoldItalicm/MtceBoldItalicmz/MtceBoldItalictz/MtceBoldItalicz/MtceBoldItalicb/Mtce
agriculture31.1352.6554.692.041.640.402.562.160.521.6996.2719.501.32
mining and washing of coal89.783.584.440.860.580.294.183.893.320.0480.5433.326.76
extraction of petroleum and natural gas19.250.9013.5812.688.164.525.931.41-6.750.056.6135.630.17
mining and processing of metal ores2.522.1914.0311.836.894.945.820.88-6.010.8715.6441.730.13
mining and processing of non-mental ores3.781.131.830.700.540.171.481.310.770.3061.5623.902.44
foods, beverages, tobacco17.4183.5385.261.731.510.227.977.756.244.8097.9712.805.14
textile13.7750.0351.411.380.610.7752.1851.4150.803.6397.3155.7283.98
textile wearing apparel, leather, feather and related products2.3057.7158.510.800.640.1627.6827.5226.8825.0798.6419.8243.04
processing of timber and furniture2.3722.9623.400.440.330.1114.6514.5414.219.6798.1324.6744.07
paper, printing and articles for culture, education19.3218.6420.321.681.170.5117.4616.9515.790.9691.7530.4114.54
processing of petroleum, coking and nuclear fuel395.4216.4826.5410.066.853.2122.9419.7212.880.0462.1131.932.88
chemical industry131.93104.78132.9828.2017.8610.3493.3783.0365.170.7978.7936.664.65
non-metallic mineral products102.5217.6419.081.441.250.1921.1921.0019.750.1792.4413.0616.75
smelting and pressing of metals329.7860.6679.3718.7012.006.7089.3582.6570.650.1876.4435.846.89
metal products2.9646.5548.231.671.150.5238.2637.7436.5915.7496.5331.2132.77
general and special purpose machinery10.79149.41164.6615.2512.253.0049.0146.0133.7613.8590.7419.693.76
transport equipment6.31107.43112.825.394.580.8122.6421.8217.2417.0395.2215.064.77
electrical machinery and communication electronic equipment3.57232.72266.0133.2920.5812.71188.94176.23155.6565.1787.4838.188.56
measuring instruments and machinery for cultural activity and office work0.2618.4123.865.454.011.4318.0516.6212.6170.3377.1726.304.14
other manufacturing2.6816.9818.982.001.400.606.706.104.706.3389.4630.214.37
production and distribution of electric power and heat power716.2548.8849.080.200.140.062.752.682.550.0799.5931.6019.60
production and distribution of gas8.785.405.400.000.000.000.000.000.000.61100.000.000.00
production and distribution of water0.223.103.100.000.000.000.000.000.0014.16100.000.000.00
construction8.79547.57548.110.540.540.003.693.693.1562.3299.900.466.88
transport108.6285.1688.243.082.390.6942.3041.6139.220.7896.5122.3817.43
retail and restaurants14.5571.7572.240.490.400.0816.4916.4116.004.9399.3217.1640.53
other services21.22240.05243.883.833.400.4315.5915.1511.7611.3198.4311.264.46
total2066.302066.302230.04163.74110.8752.87771.18718.31607.44
Tab.2  Embodied carbon emissions of China in 2007
sectorsdirect emissionsdomestic emissionstotal emissionstotal imported emissionsactual imported emissionsemissions imported and later exportedtotal exported emissionsdomestic exported emissionsBEET
BoldItalicdBoldItalicdBoldItalictBoldItalictmBoldItalicmBoldItalicmzBoldItalictzBoldItaliczBoldItalicb
agriculture1.512.552.451.251.480.750.330.300.09
mining and washing of coal4.350.170.200.530.520.540.540.540.55
extraction of petroleum and natural gas0.930.040.617.757.368.550.770.20-1.11
mining and processing of metal ores0.120.110.637.236.229.340.750.12-0.99
mining and processing of non-mental ores0.180.050.080.430.480.320.190.180.13
foods, beverages, tobacco0.844.043.821.061.360.421.031.081.03
textile0.672.422.310.840.551.466.777.168.36
textile wearing apparel, leather, feather and related products0.112.792.620.490.580.303.593.834.43
processing of timber and furniture0.111.111.050.270.300.201.902.022.34
paper, printing and articles for culture, education0.940.900.911.021.050.962.262.362.60
processing of petroleum, coking and nuclear fuel19.140.801.196.146.186.072.972.752.12
chemical industry6.385.075.9617.2216.1119.5512.1111.5610.73
non-metallic mineral products4.960.850.860.881.130.362.752.923.25
smelting and pressing of metals15.962.943.5611.4210.8212.6811.5911.5111.63
metal products0.142.252.161.021.040.994.965.256.02
general and special purpose machinery0.527.237.389.3111.055.686.356.405.56
transport equipment0.315.205.063.294.131.542.943.042.84
electrical machinery and communication electronic equipment0.1711.2611.9320.3318.5724.0424.5024.5325.62
measuring instruments and machinery for cultural activity and office work0.010.891.073.333.622.712.342.312.08
other manufacturing0.130.820.851.221.261.140.870.850.77
production and distribution of electric power and heat power34.662.372.200.120.120.120.360.370.42
production and distribution of gas0.430.260.240.000.000.000.000.000.00
production and distribution of water0.010.150.140.000.000.000.000.000.00
construction0.4326.5024.580.330.480.000.480.510.52
transport5.264.123.961.882.151.305.485.796.46
retail and restaurants0.703.473.240.300.370.162.142.282.63
other services1.0311.6210.942.343.060.822.022.111.94
Tab.3  Sectoral percentages of each component/%
Fig.3  The estimations of domestic exported emissions (a) and net exported emissions (b)
199720012002200420052007
contribution of exports to GDP/%19.1920.0922.4030.7234.0737.11
proportion of emission exports over domestic emissions/%18.00[13]24.40[3]21.00[13]28.25[4]33.00[13]34.76
Tab.4  Relationship between contribution of exports to GDP and share of exported emissions in domestic emissions
1 Machado G, Schaeffer R, Worrell E. Energy and carbon embodied in the international trade of Brazil: an input-output approach. Ecological Economics , 2001, 39(3): 409-424
doi: 10.1016/S0921-8009(01)00230-0
2 Wyckoff A W, Roop J M. The embodiment of carbon in imports of manufactured products: implications for international agreements on greenhouse gas emissions. Energy Policy , 1994, 22(3): 187-194
doi: 10.1016/0301-4215(94)90158-9
3 Peters G P, Hertwich E G. CO2 embodied in international trade with implications for global climate policy. Environmental Science and Technology , 2008, 42(5): 1401-1407
doi: 10.1021/es072023k pmid:18441780
4 Davis S J, Caldeira K. Consumption-based accounting of CO2 emissions. Proceedings of the National Academy of Sciences of the United States of America , 2010, 107(12): 5687-5692
doi: 10.1073/pnas.0906974107 pmid:20212122
5 Tolmasquim M T, Machado G. Energy and carbon embodied in the international trade of Brazil. Mitigation and Adaptation Strategies for Global Change , 2003, 8(2): 139-155
doi: 10.1023/A:1026013814547
6 Munksgaard J, Pedersen K A. CO2 accounts for open economies: producer or consumer responsibility? Energy Policy , 2001, 29(4): 327-335
doi: 10.1016/S0301-4215(00)00120-8
7 Bastianoni S, Pulselli F M, Tiezzi E. The problem of assigning responsibility for greenhouse gas emissions. Ecological Economics , 2004, 49(3): 253-257
doi: 10.1016/j.ecolecon.2004.01.018
8 Lenzen M, Murray J, Sack F, Wiedmann T. Shared producer and consumer responsibility-theory and practice. Ecological Economics , 2007, 61(1): 27-42
doi: 10.1016/j.ecolecon.2006.05.018
9 Peters G P. From production-based to consumption-based national emission inventories. Ecological Economics , 2008, 65(1): 13-23
doi: 10.1016/j.ecolecon.2007.10.014
10 Peters G P, Hertwich E G. Post-Kyoto greenhouse gas inventories: production versus consumption. Climatic Change , 2008b, 86(1-2): 51-66
doi: 10.1007/s10584-007-9280-1
11 National Bureau of Statistics. China Statistical Yearbook 2008. Beijing: China Statistics Press, 2008 (in Chinese)
12 Pan J H, Phillips J, Chen Y. China’s balance of emissions embodied in trade: approaches to measurement and allocating international responsibility. Oxford Review of Economic Policy , 2008, 24(2): 354-376
doi: 10.1093/oxrep/grn016
13 Weber C L, Peters G P, Guan D B, Hubacek K. The contribution of Chinese exports to climate change. Energy Policy , 2008, 36(9): 3572-3577
doi: 10.1016/j.enpol.2008.06.009
14 Yan Y F, Yang L K. China’s foreign trade and climate change: A case study of CO2 emissions. Energy Policy , 2010, 38(1): 350-356
doi: 10.1016/j.enpol.2009.09.025
15 Lin B Q, Sun C W. Evaluating carbon dioxide emissions in international trade of China. Energy Policy , 2010, 38(1): 613-621
doi: 10.1016/j.enpol.2009.10.014
16 Shui B, Harriss R C. The role of CO2 embodiment in US-China trade. Energy Policy , 2006, 34(18): 4063-4068
doi: 10.1016/j.enpol.2005.09.010
17 Li Y, Hewitt C N. The effect of trade between China and the UK on national and global carbon dioxide emissions. Energy Policy , 2008, 36(6): 1907-1914
doi: 10.1016/j.enpol.2008.02.005
18 Xu M, Allenby B, Chen W Q. Energy and air emissions embodied in China-US trade: eastbound assessment using adjusted bilateral trade data. Environmental Science & Technology , 2009, 43(9): 3378-3384
doi: 10.1021/es803142v pmid:19534161
19 Wei B Y, Fang X Q, Wang Y, Yang H M, Zhang D. Estimation of carbon emissions embodied in international trade for China: an input-output analysis. Journal of Beijing Normal University , 2009, 45(4): 413-419
20 Sánchez-Chóliz J, Duarte R. CO2 emissions embodied in international trade: evidence for Spain. Energy Policy , 2004, 32(18): 1999-2005
doi: 10.1016/S0301-4215(03)00199-X
21 Ahmad N, Wyckoff A W. Carbon dioxide emissions embodied in international trade of goods. OECD Publications , 2003. http://www.oecd.org/sti/working-papers
22 Wiedmann T, Lenzen M, Turner K, Barrett J. Examining the global environmental impact of regional consumption activities-Part 2: review of input-output models for the assessment of environmental impacts embodied in trade. Ecological Economics , 2007, 61(1): 15-26
doi: 10.1016/j.ecolecon.2006.12.003
23 Leontief W. Environmental repercussions and the economic structure: an input-output approach. Review of Economics and Statistics , 1970, 52(3): 262-271
doi: 10.2307/1926294
24 Schaeffer R, Leal de Sá A. The embodiment of carbon associated with Brazilian imports and exports. Energy Conversion and Management , 1996, 37(6-8): 955-960
doi: 10.1016/0196-8904(95)00283-9
25 Lenzen M. Primary energy and greenhouse gases embodied in Australian final consumption: an input-output analysis. Energy Policy , 1998, 26(6): 495-506
doi: 10.1016/S0301-4215(98)00012-3
26 Lenzen M. A generalized input-output multiplier calculus for Australia. Economic Systems Research , 2001, 13(1): 65-92
doi: 10.1080/09535310120026256
27 Mongelli I, Tassielli G, Notarnicola B. Global warming agreements, international trade and energy/carbon embodiments: an input-output approach to the Italian case. Energy Policy , 2006, 34(1): 88-100
doi: 10.1016/j.enpol.2004.06.004
28 Ackerman F, Ishikawa M, Suga M. The carbon content of Japan-US trade. Energy Policy , 2007, 35(9): 4455-4462
doi: 10.1016/j.enpol.2007.03.010
29 Liu X B, Wang C. Quantitative analysis of CO2 embodiment in international trade: an overview of emerging literatures. Frontiers of Environmental Science & Engineering in China , 2009, 3(1): 12-19
doi: 10.1007/s11783-009-0011-x
30 Peters G P, Hertwich E G. Pollution embodied in trade: the Norwegian case. Global Environmental Change , 2006, 16(4): 379-387
doi: 10.1016/j.gloenvcha.2006.03.001
31 Herendeen R A, Bullard C W. US Energy Balance of Trade, 1963-1967. Energy Systems and Policy , 1976, 1(4): 383-390
32 National Bureau of Statistics, National Accounts Division. Input-output Tables of China, 2007. Beijing: China Statistics Press, 2009 (in Chinese)
33 Chen Y, Pan J H, Xie L H. Energy embodied in goods of international trade in China: calculation and policy implications. Economic Research Journal , 2008, 9(1): 11-25
34 Research Team of China Climate Change Country Study. China Climate Change Country Study. Beijing: Tsinghua University Press, 2000 (in Chinese)
35 US Energy Information Administration. International Energy Statistics. 2009, http://www.eia.doe.gov/
36 Su B, Huang H C, Ang B W, Zhou P. Input-output analysis of CO2 emissions embodied in trade: the effects of sector aggregation. Energy Economics , 2010, 32(1): 166-175
doi: 10.1016/j.eneco.2009.07.010
37 Lenzen M. Errors in conventional and input-output-based lifecycle inventories. Journal of Industrial Ecology , 2001, 4(4): 127-148
doi: 10.1162/10881980052541981
38 Lenzen M, Pade L L, Munksgaard J. CO2 multipliers in multi-region input-output models. Economic Systems Research , 2004, 16(4): 391-412
doi: 10.1080/0953531042000304272
[1] Zhou Yang, Murui Zheng, Ze-Lin Yan, Hui Liu, Xiangyi Liu, Jie-Qi Jin, Jiagang Wu, Chun-Quan Ou. Magnitude and direction of temperature variability affect hospitalization for myocardial infarction and stroke: population-based evidence from Guangzhou, China[J]. Front. Environ. Sci. Eng., 2024, 18(3): 27-.
[2] Hao Zheng, Jian Cheng, Hung Chak Ho, Baoli Zhu, Zhen Ding, Wencong Du, Xin Wang, Yang Yu, Juan Fei, Zhiwei Xu, Jinyi Zhou, Jie Yang. Evaluating the short-term effect of ambient temperature on non-fatal outdoor falls and road traffic injuries among children and adolescents in China: a time-stratified case-crossover study[J]. Front. Environ. Sci. Eng., 2023, 17(9): 105-.
[3] Yujie Pan, Yalan Li, Hongxia Peng, Yiping Yang, Min Zeng, Yang Xie, Yao Lu, Hong Yuan. Relationship between groundwater cadmium and vicinity resident urine cadmium levels in the non-ferrous metal smelting area, China[J]. Front. Environ. Sci. Eng., 2023, 17(5): 56-.
[4] Xiao Li, Yanan Ren, Xuezhao Chen, Yang Li, Marian R. Chertow. Exploring the development of municipal solid waste disposal facilities in Chinese cities: patterns and drivers[J]. Front. Environ. Sci. Eng., 2023, 17(11): 139-.
[5] Yuan Cheng, Qinqin Yu, Jiumeng Liu, Youwen Sun, Linlin Liang, Zhenyu Du, Guannan Geng, Wanli Ma, Hong Qi, Qiang Zhang, Kebin He. Formation of secondary inorganic aerosol in a frigid urban atmosphere[J]. Front. Environ. Sci. Eng., 2022, 16(2): 18-.
[6] Shansi Wang, Siwei Li, Jia Xing, Jie Yang, Jiaxin Dong, Yu Qin, Shovan Kumar Sahu. Evaluation of the influence of El Niño–Southern Oscillation on air quality in southern China from long-term historical observations[J]. Front. Environ. Sci. Eng., 2022, 16(2): 26-.
[7] Yangyan Cheng, Ye Shan, Yuhuan Xue, Yujiao Zhu, Xinfeng Wang, Likun Xue, Yanguang Liu, Fangli Qiao, Min Zhang. Variation characteristics of atmospheric methane and carbon dioxide in summertime at a coastal site in the South China Sea[J]. Front. Environ. Sci. Eng., 2022, 16(11): 139-.
[8] Fengping Hu, Yongming Guo. Health impacts of air pollution in China[J]. Front. Environ. Sci. Eng., 2021, 15(4): 74-.
[9] Chi Zhang, Wenhui Kuang, Jianguo Wu, Jiyuan Liu, Hanqin Tian. Industrial land expansion in rural China threatens environmental securities[J]. Front. Environ. Sci. Eng., 2021, 15(2): 29-.
[10] Jiuhui Qu, Hongchen Wang, Kaijun Wang, Gang Yu, Bing Ke, Han-Qing Yu, Hongqiang Ren, Xingcan Zheng, Ji Li, Wen-Wei Li, Song Gao, Hui Gong. Municipal wastewater treatment in China: Development history and future perspectives[J]. Front. Environ. Sci. Eng., 2019, 13(6): 88-.
[11] Dong Huang, Xiuhong Liu, Songzhu Jiang, Hongchen Wang, Junyan Wang, Yuankai Zhang. Current state and future perspectives of sewer networks in urban China[J]. Front. Environ. Sci. Eng., 2018, 12(3): 2-.
[12] Xiaolong Song, Jingwei Wang, Jianxin Yang, Bin Lu. An updated review and conceptual model for optimizing WEEE management in China from a life cycle perspective[J]. Front. Environ. Sci. Eng., 2017, 11(5): 3-.
[13] Yan Ma, Xiaoming Du, Yi Shi, Deyi Hou, Binbin Dong, Zhu Xu, Huiying Li, Yunfeng Xie, Jidun Fang, Zheng Li, Yunzhe Cao, Qingbao Gu, Fasheng Li. Engineering practice of mechanical soil aeration for the remediation of volatile organic compound-contaminated sites in China: Advantages and challenges[J]. Front. Environ. Sci. Eng., 2016, 10(6): 6-.
[14] Hallvard Ødegaard. A road-map for energy-neutral wastewater treatment plants of the future based on compact technologies (including MBBR)[J]. Front. Environ. Sci. Eng., 2016, 10(4): 2-.
[15] Fei LI,Suocheng DONG,Fujia LI,Libiao YANG. Is there an inverted U-shaped curve? Empirical analysis of the Environmental Kuznets Curve in agrochemicals[J]. Front. Environ. Sci. Eng., 2016, 10(2): 276-287.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed