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Three-Tier carbon accounting model for cities

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  • Wang, Saige
  • Chen, Bin

Abstract

With the rapid population and economic growth, carbon emissions in cities have been increasing due to the accelerating urbanization, which provide great potential for global climate change mitigation. To measure the carbon emissions along the urban supply chain in terms of sectoral and urban horizons, this study tries to build a systematic carbon accounting framework to quantify sectoral indirect upstream supply chain emissions for effective urban carbon mitigation. An urban Three-Tier carbon accounting model has been established based on the Economic input-output life cycle assessment (EIO-LCA) method, concerning Tier 1: direct emissions; Tier 2: emissions from purchased secondary energy resource; and Tier 3: complete supply chain emissions. A case study of Chongqing city was conducted to identify the critical sectors of three tiers that contribute most to total carbon emissions, covering 28 economic sectors during 2002–2007. The results showed that emissions of Tier 1 and Tier 2 included in most protocols only occupy a small fraction (27.8%) of the total emissions of all 3 tiers, especially for industrial sectors. It is concluded that the existing climate-control protocols have underestimated the emissions of each sector and particularly, Tier 3 emissions have to be incorporated when formulating effective urban management strategies and climate adaptation planning. By incorporating the Three-Tier carbon footprint into sectoral input–output accounting framework, this study developed carbon sector specific categorizations to pursue emissions mitigation pathways not just within their own economic activity but also across their supply chain.

Suggested Citation

  • Wang, Saige & Chen, Bin, 2018. "Three-Tier carbon accounting model for cities," Applied Energy, Elsevier, vol. 229(C), pages 163-175.
    • Handle: RePEc:eee:appene:v:229:y:2018:i:c:p:163-175
    DOI: 10.1016/j.apenergy.2018.07.109
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    as
    1. Li, J.S. & Xia, X.H. & Chen, G.Q. & Alsaedi, A. & Hayat, T., 2016. "Optimal embodied energy abatement strategy for Beijing economy: Based on a three-scale input-output analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1602-1610.
    2. Tan, Xianchun & Dong, Lele & Chen, Dexue & Gu, Baihe & Zeng, Yuan, 2016. "China’s regional CO2 emissions reduction potential: A study of Chongqing city," Applied Energy, Elsevier, vol. 162(C), pages 1345-1354.
    3. Manfred Lenzen, 2002. "Differential Convergence of Life‐Cycle Inventories toward Upstream Production Layers," Journal of Industrial Ecology, Yale University, vol. 6(3‐4), pages 137-160, July.
    4. Chen, B. & Yang, Q. & Zhou, Sili & Li, J.S. & Chen, G.Q., 2017. "Urban economy's carbon flow through external trade: Spatial-temporal evolution for Macao," Energy Policy, Elsevier, vol. 110(C), pages 69-78.
    5. Wang, Saige & Chen, Bin, 2016. "Energy–water nexus of urban agglomeration based on multiregional input–output tables and ecological network analysis: A case study of the Beijing–Tianjin–Hebei region," Applied Energy, Elsevier, vol. 178(C), pages 773-783.
    6. Yang, Jin & Chen, Bin, 2014. "Global warming impact assessment of a crop residue gasification project—A dynamic LCA perspective," Applied Energy, Elsevier, vol. 122(C), pages 269-279.
    7. Igos, Elorri & Rugani, Benedetto & Rege, Sameer & Benetto, Enrico & Drouet, Laurent & Zachary, Daniel S., 2015. "Combination of equilibrium models and hybrid life cycle-input–output analysis to predict the environmental impacts of energy policy scenarios," Applied Energy, Elsevier, vol. 145(C), pages 234-245.
    8. Peters, Glen P. & Hertwich, Edgar G., 2006. "A comment on "Functions, commodities and environmental impacts in an ecological-economic model"," Ecological Economics, Elsevier, vol. 59(1), pages 1-6, August.
    9. Yang, Jin & Chen, Bin, 2014. "Carbon footprint estimation of Chinese economic sectors based on a three-tier model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 499-507.
    10. Brizga, Janis & Feng, Kuishuang & Hubacek, Klaus, 2017. "Household carbon footprints in the Baltic States: A global multi-regional input–output analysis from 1995 to 2011," Applied Energy, Elsevier, vol. 189(C), pages 780-788.
    11. Munksgaard, Jesper & Pedersen, Klaus Alsted, 2001. "CO2 accounts for open economies: producer or consumer responsibility?," Energy Policy, Elsevier, vol. 29(4), pages 327-334, March.
    12. Hogne N. Larsen & Edgar G. Hertwich, 2010. "Implementing Carbon‐Footprint‐Based Calculation Tools in Municipal Greenhouse Gas Inventories," Journal of Industrial Ecology, Yale University, vol. 14(6), pages 965-977, December.
    13. Su, Bin & Ang, B.W., 2015. "Multiplicative decomposition of aggregate carbon intensity change using input–output analysis," Applied Energy, Elsevier, vol. 154(C), pages 13-20.
    14. Liu, Zhu & Feng, Kuishuang & Hubacek, Klaus & Liang, Sai & Anadon, Laura Diaz & Zhang, Chao & Guan, Dabo, 2015. "Four system boundaries for carbon accounts," Ecological Modelling, Elsevier, vol. 318(C), pages 118-125.
    15. Wang, Saige & Cao, Tao & Chen, Bin, 2017. "Urban energy–water nexus based on modified input–output analysis," Applied Energy, Elsevier, vol. 196(C), pages 208-217.
    16. Liu, Zhu, 2016. "National carbon emissions from the industry process: Production of glass, soda ash, ammonia, calcium carbide and alumina," Applied Energy, Elsevier, vol. 166(C), pages 239-244.
    17. Sören Lindner & Dabo Guan, 2014. "A Hybrid-Unit Energy Input-Output Model to Evaluate Embodied Energy and Life Cycle Emissions for China's Economy," Journal of Industrial Ecology, Yale University, vol. 18(2), pages 201-211, April.
    18. Bi, Jun & Zhang, Rongrong & Wang, Haikun & Liu, Miaomiao & Wu, Yi, 2011. "The benchmarks of carbon emissions and policy implications for China's cities: Case of Nanjing," Energy Policy, Elsevier, vol. 39(9), pages 4785-4794, September.
    19. Larsen, Hogne N. & Hertwich, Edgar G., 2010. "Identifying important characteristics of municipal carbon footprints," Ecological Economics, Elsevier, vol. 70(1), pages 60-66, November.
    20. Chen, B. & Li, J.S. & Wu, X.F. & Han, M.Y. & Zeng, L. & Li, Z. & Chen, G.Q., 2018. "Global energy flows embodied in international trade: A combination of environmentally extended input–output analysis and complex network analysis," Applied Energy, Elsevier, vol. 210(C), pages 98-107.
    21. Chen, B. & Yang, Q. & Li, J.S. & Chen, G.Q., 2017. "Decoupling analysis on energy consumption, embodied GHG emissions and economic growth — The case study of Macao," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 662-672.
    22. Cai, Bofeng & Zhang, Lixiao, 2014. "Urban CO2 emissions in China: Spatial boundary and performance comparison," Energy Policy, Elsevier, vol. 66(C), pages 557-567.
    23. Dhakal, Shobhakar, 2009. "Urban energy use and carbon emissions from cities in China and policy implications," Energy Policy, Elsevier, vol. 37(11), pages 4208-4219, November.
    24. Liu, Zhu & Liang, Sai & Geng, Yong & Xue, Bing & Xi, Fengming & Pan, Ying & Zhang, Tianzhu & Fujita, Tsuyoshi, 2012. "Features, trajectories and driving forces for energy-related GHG emissions from Chinese mega cites: The case of Beijing, Tianjin, Shanghai and Chongqing," Energy, Elsevier, vol. 37(1), pages 245-254.
    25. Y. Anny Huang & Manfred Lenzen & Christopher Weber & Joy Murray & H. Scott Matthews, 2009. "The Role Of Input-Output Analysis For The Screening Of Corporate Carbon Footprints," Economic Systems Research, Taylor & Francis Journals, vol. 21(3), pages 217-242.
    26. Thomas O. Wiedmann & Guangwu Chen & John Barrett, 2016. "The Concept of City Carbon Maps: A Case Study of Melbourne, Australia," Journal of Industrial Ecology, Yale University, vol. 20(4), pages 676-691, August.
    27. Alcántara, Vicent & Padilla, Emilio, 2009. "Input-output subsystems and pollution: An application to the service sector and CO2 emissions in Spain," Ecological Economics, Elsevier, vol. 68(3), pages 905-914, January.
    28. Anu Ramaswami & Kangkang Tong & Andrew Fang & Raj M. Lal & Ajay Singh Nagpure & Yang Li & Huajun Yu & Daqian Jiang & Armistead G. Russell & Lei Shi & Marian Chertow & Yangjun Wang & Shuxiao Wang, 2017. "Urban cross-sector actions for carbon mitigation with local health co-benefits in China," Nature Climate Change, Nature, vol. 7(10), pages 736-742, October.
    29. Lin, Jianyi & Liu, Yuan & Meng, Fanxin & Cui, Shenghui & Xu, Lilai, 2013. "Using hybrid method to evaluate carbon footprint of Xiamen City, China," Energy Policy, Elsevier, vol. 58(C), pages 220-227.
    30. Glen Peters & Edgar Hertwich, 2006. "Structural analysis of international trade: Environmental impacts of Norway," Economic Systems Research, Taylor & Francis Journals, vol. 18(2), pages 155-181.
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