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Modeling energy consumption and CO2 emissions at the urban scale: Methodological challenges and insights from the United States

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  • Parshall, Lily
  • Gurney, Kevin
  • Hammer, Stephen A.
  • Mendoza, Daniel
  • Zhou, Yuyu
  • Geethakumar, Sarath

Abstract

Local policy makers could benefit from a national, high-resolution inventory of energy consumption and related carbon dioxide (CO2) emissions based on the Vulcan data product, which plots emissions on a 100Â km2 grid. We evaluate the ability of Vulcan to measure energy consumption in urban areas, a scale of analysis required to support goals established as part of local energy, climate or sustainability initiatives. We highlight the methodological challenges of this type of analytical exercise and review alternative approaches. We find that between 37% and 86% of direct fuel consumption in buildings and industry and between 37% and 77% of on-road gasoline and diesel consumption occurs in urban areas, depending on how these areas are defined. We suggest that a county-based definition of urban is preferable to other common definitions since counties are the smallest political unit for which energy data are collected. Urban counties, account for 37% of direct energy consumption, or 50% if mixed urban counties are included. A county-based definition can also improve estimates of per-capita consumption.

Suggested Citation

  • Parshall, Lily & Gurney, Kevin & Hammer, Stephen A. & Mendoza, Daniel & Zhou, Yuyu & Geethakumar, Sarath, 2010. "Modeling energy consumption and CO2 emissions at the urban scale: Methodological challenges and insights from the United States," Energy Policy, Elsevier, vol. 38(9), pages 4765-4782, September.
    • Handle: RePEc:eee:enepol:v:38:y:2010:i:9:p:4765-4782
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    References listed on IDEAS

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    1. Manfred Lenzen & Lise-Lotte Pade & Jesper Munksgaard, 2004. "CO2 Multipliers in Multi-region Input-Output Models," Economic Systems Research, Taylor & Francis Journals, vol. 16(4), pages 391-412.
    2. John Randolph, 2008. "Comment on Reid Ewing and Fang Rong's “The impact of urban form on U.S. residential energy use”," Housing Policy Debate, Taylor & Francis Journals, vol. 19(1), pages 45-52, January.
    3. Samuel R. Staley, 2008. "Missing the forest through the trees? Comment on Reid Ewing and Fang Rong's “the impact of urban form on U.S. residential energy use”," Housing Policy Debate, Taylor & Francis Journals, vol. 19(1), pages 31-43, January.
    4. Erling Holden & Ingrid T. Norland, 2005. "Three Challenges for the Compact City as a Sustainable Urban Form: Household Consumption of Energy and Transport in Eight Residential Areas in the Greater Oslo Region," Urban Studies, Urban Studies Journal Limited, vol. 42(12), pages 2145-2166, November.
    5. Antonio M. Bento & Maureen L. Cropper & Ahmed Mushfiq Mobarak & Katja Vinha, 2005. "The Effects of Urban Spatial Structure on Travel Demand in the United States," The Review of Economics and Statistics, MIT Press, vol. 87(3), pages 466-478, August.
    6. Reid Ewing & Fang Rong, 2008. "The impact of urban form on U.S. residential energy use," Housing Policy Debate, Taylor & Francis Journals, vol. 19(1), pages 1-30, January.
    7. Bennett, M. & Newborough, M., 2001. "Auditing energy use in cities," Energy Policy, Elsevier, vol. 29(2), pages 125-134, January.
    8. Andrew M. Isserman, 2005. "In the National Interest: Defining Rural and Urban Correctly in Research and Public Policy," International Regional Science Review, , vol. 28(4), pages 465-499, October.
    9. Matthew E. Kahn, 2000. "The environmental impact of suburbanization," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(4), pages 569-586.
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