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On critical dynamics and thermodynamic efficiency of urban transformations

Urban transformations within large and growing metropolitan areas often generate critical dynamics affecting social interactions, transport connectivity and income flow distribution. We develop a statistical–mechanical model of urban transformations, exemplified for Greater Sydney, and derive a ther...

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Detalles Bibliográficos
Autores principales: Crosato, Emanuele, Nigmatullin, Ramil, Prokopenko, Mikhail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6227941/
https://www.ncbi.nlm.nih.gov/pubmed/30473834
http://dx.doi.org/10.1098/rsos.180863
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author Crosato, Emanuele
Nigmatullin, Ramil
Prokopenko, Mikhail
author_facet Crosato, Emanuele
Nigmatullin, Ramil
Prokopenko, Mikhail
author_sort Crosato, Emanuele
collection PubMed
description Urban transformations within large and growing metropolitan areas often generate critical dynamics affecting social interactions, transport connectivity and income flow distribution. We develop a statistical–mechanical model of urban transformations, exemplified for Greater Sydney, and derive a thermodynamic description highlighting critical regimes. We consider urban dynamics at two time scales: fast dynamics for the distribution of population and income, modelled via the maximum entropy principle, and slower dynamics evolving the urban structure under spatially distributed competition. We identify phase transitions between dispersed and polycentric phases, induced by varying the social disposition—a factor balancing the suburbs’ attractiveness—in contrast with the travel impedance. Using the Fisher information, we identify critical thresholds and quantify the thermodynamic cost of urban transformation, as the minimal work required to vary the underlying parameter. Finally, we introduce the notion of thermodynamic efficiency of urban transformation, as the ratio of the order gained during a change to the amount of required work, showing that this measure is maximized at criticality.
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spelling pubmed-62279412018-11-23 On critical dynamics and thermodynamic efficiency of urban transformations Crosato, Emanuele Nigmatullin, Ramil Prokopenko, Mikhail R Soc Open Sci Physics Urban transformations within large and growing metropolitan areas often generate critical dynamics affecting social interactions, transport connectivity and income flow distribution. We develop a statistical–mechanical model of urban transformations, exemplified for Greater Sydney, and derive a thermodynamic description highlighting critical regimes. We consider urban dynamics at two time scales: fast dynamics for the distribution of population and income, modelled via the maximum entropy principle, and slower dynamics evolving the urban structure under spatially distributed competition. We identify phase transitions between dispersed and polycentric phases, induced by varying the social disposition—a factor balancing the suburbs’ attractiveness—in contrast with the travel impedance. Using the Fisher information, we identify critical thresholds and quantify the thermodynamic cost of urban transformation, as the minimal work required to vary the underlying parameter. Finally, we introduce the notion of thermodynamic efficiency of urban transformation, as the ratio of the order gained during a change to the amount of required work, showing that this measure is maximized at criticality. The Royal Society 2018-10-17 /pmc/articles/PMC6227941/ /pubmed/30473834 http://dx.doi.org/10.1098/rsos.180863 Text en © 2018 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Physics
Crosato, Emanuele
Nigmatullin, Ramil
Prokopenko, Mikhail
On critical dynamics and thermodynamic efficiency of urban transformations
title On critical dynamics and thermodynamic efficiency of urban transformations
title_full On critical dynamics and thermodynamic efficiency of urban transformations
title_fullStr On critical dynamics and thermodynamic efficiency of urban transformations
title_full_unstemmed On critical dynamics and thermodynamic efficiency of urban transformations
title_short On critical dynamics and thermodynamic efficiency of urban transformations
title_sort on critical dynamics and thermodynamic efficiency of urban transformations
topic Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6227941/
https://www.ncbi.nlm.nih.gov/pubmed/30473834
http://dx.doi.org/10.1098/rsos.180863
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