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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2018
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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. |
format | Online Article Text |
id | pubmed-6227941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT crosatoemanuele oncriticaldynamicsandthermodynamicefficiencyofurbantransformations AT nigmatullinramil oncriticaldynamicsandthermodynamicefficiencyofurbantransformations AT prokopenkomikhail oncriticaldynamicsandthermodynamicefficiencyofurbantransformations |