Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection

Detalhes bibliográficos
Autor(a) principal: Hossaki, Vitor Y. [UNESP]
Data de Publicação: 2023
Outros Autores: Seron, Wilson F. M. S., Negri, Rogério G. [UNESP], Londe, Luciana R., Tomás, Lívia R., Bacelar, Roberta B., Andrade, Sidgley C., Santos, Leonardo B. L.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3390/geosciences13040111
http://hdl.handle.net/11449/247273
Resumo: Floods are among the most frequent and costly rainfall-triggered disasters. In this context, geospatial content generated by non-professionals using geolocated systems offers the possibility of monitoring environmental events. This study shows a statistical correlation between in situsensors, radar, Twitter posts, and flooding events. Furthermore, we observed in this study that flooding-related keywords are statistically more significant on flooding days than on non-flooding days and reinforce that Twitter can be employed as a complementary data source for flood management systems.
id UNSP_7829cfda8607f1995f7d3d0231349cdf
oai_identifier_str oai:repositorio.unesp.br:11449/247273
network_acronym_str UNSP
network_name_str Repositório Institucional da UNESP
repository_id_str 2946
spelling Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detectionfloodsrain gaugeTwitterVGIweather radarFloods are among the most frequent and costly rainfall-triggered disasters. In this context, geospatial content generated by non-professionals using geolocated systems offers the possibility of monitoring environmental events. This study shows a statistical correlation between in situsensors, radar, Twitter posts, and flooding events. Furthermore, we observed in this study that flooding-related keywords are statistically more significant on flooding days than on non-flooding days and reinforce that Twitter can be employed as a complementary data source for flood management systems.Sciences and Technology Institute São José dos Campos State University (UNESP)National Center for Monitoring and Early Warning of Natural Disasters (Cemaden)Digital Media and Society Observatory Federal University of São Paulo (UNIFESP)Department of Communication Anhanguera CollegeFederal University of Technology—Paraná (UTFPR)Sciences and Technology Institute São José dos Campos State University (UNESP)Universidade Estadual Paulista (UNESP)National Center for Monitoring and Early Warning of Natural Disasters (Cemaden)Universidade de São Paulo (USP)Anhanguera CollegeFederal University of Technology—Paraná (UTFPR)Hossaki, Vitor Y. [UNESP]Seron, Wilson F. M. S.Negri, Rogério G. [UNESP]Londe, Luciana R.Tomás, Lívia R.Bacelar, Roberta B.Andrade, Sidgley C.Santos, Leonardo B. L.2023-07-29T13:11:27Z2023-07-29T13:11:27Z2023-04-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3390/geosciences13040111Geosciences (Switzerland), v. 13, n. 4, 2023.2076-3263http://hdl.handle.net/11449/24727310.3390/geosciences130401112-s2.0-85154055244Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengGeosciences (Switzerland)info:eu-repo/semantics/openAccess2023-07-29T13:11:27Zoai:repositorio.unesp.br:11449/247273Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-07-29T13:11:27Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
title Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
spellingShingle Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
Hossaki, Vitor Y. [UNESP]
floods
rain gauge
Twitter
VGI
weather radar
title_short Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
title_full Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
title_fullStr Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
title_full_unstemmed Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
title_sort Physical- and Social-Based Rain Gauges—A Case Study on Urban Flood Detection
author Hossaki, Vitor Y. [UNESP]
author_facet Hossaki, Vitor Y. [UNESP]
Seron, Wilson F. M. S.
Negri, Rogério G. [UNESP]
Londe, Luciana R.
Tomás, Lívia R.
Bacelar, Roberta B.
Andrade, Sidgley C.
Santos, Leonardo B. L.
author_role author
author2 Seron, Wilson F. M. S.
Negri, Rogério G. [UNESP]
Londe, Luciana R.
Tomás, Lívia R.
Bacelar, Roberta B.
Andrade, Sidgley C.
Santos, Leonardo B. L.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
National Center for Monitoring and Early Warning of Natural Disasters (Cemaden)
Universidade de São Paulo (USP)
Anhanguera College
Federal University of Technology—Paraná (UTFPR)
dc.contributor.author.fl_str_mv Hossaki, Vitor Y. [UNESP]
Seron, Wilson F. M. S.
Negri, Rogério G. [UNESP]
Londe, Luciana R.
Tomás, Lívia R.
Bacelar, Roberta B.
Andrade, Sidgley C.
Santos, Leonardo B. L.
dc.subject.por.fl_str_mv floods
rain gauge
Twitter
VGI
weather radar
topic floods
rain gauge
Twitter
VGI
weather radar
description Floods are among the most frequent and costly rainfall-triggered disasters. In this context, geospatial content generated by non-professionals using geolocated systems offers the possibility of monitoring environmental events. This study shows a statistical correlation between in situsensors, radar, Twitter posts, and flooding events. Furthermore, we observed in this study that flooding-related keywords are statistically more significant on flooding days than on non-flooding days and reinforce that Twitter can be employed as a complementary data source for flood management systems.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-29T13:11:27Z
2023-07-29T13:11:27Z
2023-04-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3390/geosciences13040111
Geosciences (Switzerland), v. 13, n. 4, 2023.
2076-3263
http://hdl.handle.net/11449/247273
10.3390/geosciences13040111
2-s2.0-85154055244
url http://dx.doi.org/10.3390/geosciences13040111
http://hdl.handle.net/11449/247273
identifier_str_mv Geosciences (Switzerland), v. 13, n. 4, 2023.
2076-3263
10.3390/geosciences13040111
2-s2.0-85154055244
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Geosciences (Switzerland)
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1803650364954640384

Registros relacionados