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Additional supporting information may be found in the online version of this article.

Supporting Information S1: This supporting information provides additional information on historical energy use trends, particularly for electricity use, and expands on the factors employed to scale higher-level data to produce the time series for Melbourne. Energy accounts for Victoria and Melbourne in 2005 are also presented.

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