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Aggregated responses of human mobility to severe winter storms: An empirical study
Increasing frequency of extreme winter storms has resulted in costly damages and a disruptive impact on the northeastern United States. It is important to understand human mobility patterns during such storms for disaster preparation and relief operations. We investigated the effects of severe winte...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5720675/ https://www.ncbi.nlm.nih.gov/pubmed/29216236 http://dx.doi.org/10.1371/journal.pone.0188734 |
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author | Wang, Yan Wang, Qi Taylor, John E. |
author_facet | Wang, Yan Wang, Qi Taylor, John E. |
author_sort | Wang, Yan |
collection | PubMed |
description | Increasing frequency of extreme winter storms has resulted in costly damages and a disruptive impact on the northeastern United States. It is important to understand human mobility patterns during such storms for disaster preparation and relief operations. We investigated the effects of severe winter storms on human mobility during a 2015 blizzard using 2.69 million Twitter geolocations. We found that displacements of different trip distances and radii of gyration of individuals’ mobility were perturbed significantly. We further explored the characteristics of perturbed mobility during the storm, and demonstrated that individuals’ recurrent mobility does not have a higher degree of similarity with their perturbed mobility, when comparing with its similarity to non-perturbed mobility. These empirical findings on human mobility impacted by severe winter storms have potential long-term implications on emergency response planning and the development of strategies to improve resilience in severe winter storms. |
format | Online Article Text |
id | pubmed-5720675 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57206752017-12-15 Aggregated responses of human mobility to severe winter storms: An empirical study Wang, Yan Wang, Qi Taylor, John E. PLoS One Research Article Increasing frequency of extreme winter storms has resulted in costly damages and a disruptive impact on the northeastern United States. It is important to understand human mobility patterns during such storms for disaster preparation and relief operations. We investigated the effects of severe winter storms on human mobility during a 2015 blizzard using 2.69 million Twitter geolocations. We found that displacements of different trip distances and radii of gyration of individuals’ mobility were perturbed significantly. We further explored the characteristics of perturbed mobility during the storm, and demonstrated that individuals’ recurrent mobility does not have a higher degree of similarity with their perturbed mobility, when comparing with its similarity to non-perturbed mobility. These empirical findings on human mobility impacted by severe winter storms have potential long-term implications on emergency response planning and the development of strategies to improve resilience in severe winter storms. Public Library of Science 2017-12-07 /pmc/articles/PMC5720675/ /pubmed/29216236 http://dx.doi.org/10.1371/journal.pone.0188734 Text en © 2017 Wang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wang, Yan Wang, Qi Taylor, John E. Aggregated responses of human mobility to severe winter storms: An empirical study |
title | Aggregated responses of human mobility to severe winter storms: An empirical study |
title_full | Aggregated responses of human mobility to severe winter storms: An empirical study |
title_fullStr | Aggregated responses of human mobility to severe winter storms: An empirical study |
title_full_unstemmed | Aggregated responses of human mobility to severe winter storms: An empirical study |
title_short | Aggregated responses of human mobility to severe winter storms: An empirical study |
title_sort | aggregated responses of human mobility to severe winter storms: an empirical study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5720675/ https://www.ncbi.nlm.nih.gov/pubmed/29216236 http://dx.doi.org/10.1371/journal.pone.0188734 |
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