2015
DOI: 10.1080/10630732.2014.954899
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Smart Urban Metabolism: Towards a Real-Time Understanding of the Energy and Material Flows of a City and Its Citizens

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Cited by 73 publications
(53 citation statements)
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“…Although, in particular, consumption of food, goods, and services make up some of the largest metabolic flows in Sweden (Nilsson and Brandt ), this was left out of the scope owing to the difficulty (as opposed to impossibility) to obtain real‐time data on it. Even so, the article that introduced the SUM framework (Shahrokni et al ) proposed all the appropriate data sources that need to be integrated, in order to describe the entire metabolism in real time, and that proposal is used as a long‐term roadmap for the future phases of Smart City SRS.…”
Section: Smart Urban Metabolism: Calculation Enginementioning
confidence: 99%
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“…Although, in particular, consumption of food, goods, and services make up some of the largest metabolic flows in Sweden (Nilsson and Brandt ), this was left out of the scope owing to the difficulty (as opposed to impossibility) to obtain real‐time data on it. Even so, the article that introduced the SUM framework (Shahrokni et al ) proposed all the appropriate data sources that need to be integrated, in order to describe the entire metabolism in real time, and that proposal is used as a long‐term roadmap for the future phases of Smart City SRS.…”
Section: Smart Urban Metabolism: Calculation Enginementioning
confidence: 99%
“…The benefits of the current UM framework can be summarized as follows (Princetl and Bunje ): It explicitly identifies system boundaries, enables a hiearchical research approach, accounts for system inputs and outputs, can be decomposed to study specific urban sectors, requires an analysis of policy and technology outcomes with regard to sustainability goals, is an adaptive approach to solutions and their consequences, and integrates social sciences with biophysical sciences/technology. Limitations of the current UM methods include: Lack of data at the city scale High data and resource requirements Lack of follow‐up and evaluation of the evolution of a city's UM Difficulties in identifying cause‐and‐effect relationships of the metabolic flows (Shahrokni et al ) …”
Section: Introductionmentioning
confidence: 99%
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“…Newman's extended metabolism model proposes a thorough study of the dynamics of settlements in terms of transport, economic and cultural priorities [45,62]. Further to this, Shahrokni, et al [63] called for integration of 'smart urban metabolism', which offers higher resolution as citizens and city officials can get feedback on their choices.…”
Section: Metabolismmentioning
confidence: 99%
“…Shahrokni et al. () identified potential data sources for developing a smart urban metabolism such as using road vehicle Global Positioning System (GPS) traces to inform transportation flows and even credit card statements to inform the consumption of food, goods, and services. With these new sources of spatially explicit data, the methods of analysis will also have to be updated.…”
Section: Introductionmentioning
confidence: 99%