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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7516840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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