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Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area

Defining and measuring spatial inequalities across the urban environment remains a complex and elusive task which has been facilitated by the increasing availability of large geolocated databases. In this study, we rely on a mobile phone dataset and an entropy-based metric to measure the attractiven...

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Autores principales: Lenormand, Maxime, Samaniego, Horacio, Chaves, Júlio César, da Fonseca Vieira, Vinícius, da Silva, Moacyr Alvim Horta Barbosa, Evsukoff, Alexandre Gonçalves
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516840/
https://www.ncbi.nlm.nih.gov/pubmed/33286142
http://dx.doi.org/10.3390/e22030368
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author Lenormand, Maxime
Samaniego, Horacio
Chaves, Júlio César
da Fonseca Vieira, Vinícius
da Silva, Moacyr Alvim Horta Barbosa
Evsukoff, Alexandre Gonçalves
author_facet Lenormand, Maxime
Samaniego, Horacio
Chaves, Júlio César
da Fonseca Vieira, Vinícius
da Silva, Moacyr Alvim Horta Barbosa
Evsukoff, Alexandre Gonçalves
author_sort Lenormand, Maxime
collection PubMed
description Defining and measuring spatial inequalities across the urban environment remains a complex and elusive task which has been facilitated by the increasing availability of large geolocated databases. In this study, we rely on a mobile phone dataset and an entropy-based metric to measure the attractiveness of a location in the Rio de Janeiro Metropolitan Area (Brazil) as the diversity of visitors’ location of residence. The results show that the attractiveness of a given location measured by entropy is an important descriptor of the socioeconomic status of the location, and can thus be used as a proxy for complex socioeconomic indicators.
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spelling pubmed-75168402020-11-09 Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area Lenormand, Maxime Samaniego, Horacio Chaves, Júlio César da Fonseca Vieira, Vinícius da Silva, Moacyr Alvim Horta Barbosa Evsukoff, Alexandre Gonçalves Entropy (Basel) Article Defining and measuring spatial inequalities across the urban environment remains a complex and elusive task which has been facilitated by the increasing availability of large geolocated databases. In this study, we rely on a mobile phone dataset and an entropy-based metric to measure the attractiveness of a location in the Rio de Janeiro Metropolitan Area (Brazil) as the diversity of visitors’ location of residence. The results show that the attractiveness of a given location measured by entropy is an important descriptor of the socioeconomic status of the location, and can thus be used as a proxy for complex socioeconomic indicators. MDPI 2020-03-23 /pmc/articles/PMC7516840/ /pubmed/33286142 http://dx.doi.org/10.3390/e22030368 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lenormand, Maxime
Samaniego, Horacio
Chaves, Júlio César
da Fonseca Vieira, Vinícius
da Silva, Moacyr Alvim Horta Barbosa
Evsukoff, Alexandre Gonçalves
Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area
title Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area
title_full Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area
title_fullStr Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area
title_full_unstemmed Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area
title_short Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area
title_sort entropy as a measure of attractiveness and socioeconomic complexity in rio de janeiro metropolitan area
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516840/
https://www.ncbi.nlm.nih.gov/pubmed/33286142
http://dx.doi.org/10.3390/e22030368
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