Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis

Detalhes bibliográficos
Autor(a) principal: Rilo, Ana
Data de Publicação: 2022
Outros Autores: Tavares, Alexandre Oliveira, Freire, Paula, Zêzere, José Luís, Haigh, Ivan D.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/25825
Resumo: Estuarine margins are usually heavily occupied areas that are commonly affected by compound flooding triggers originating from different sources (e.g., coastal, fluvial, and pluvial). Therefore, estuarine flood management remains a challenge due to the need to combine the distinct dimensions of flood triggers and damages. Past flood data are critical for improve our understanding of flood risks in these areas, while providing the basis for a preliminary flood risk assessment, as required by European Floods Directive. This paper presents a spin-off database of estuarine flood events built upon previously existing databases and a framework for working with qualitative past flood information using multiple correspondence analysis. The methodology is presented, with steps ranging from a spin-off database building process to information extraction techniques, and the statistical method used was further explored through the study of information acquired from the categories and their relation to the dimensions. This work enabled the extraction of the most relevant estuarine flood risk indicators and demonstrates the transversal importance of triggers, since they are of utmost importance for the characterization of estuarine flood risks. The results showed a relation between sets of triggers and damages that are related to estuarine margin land use, demonstrating their ability to inform flood risk management options. This work provides a consistent and coherent approach to use qualitative information on past floods, as a useful contribution in the context of scarce data, where measured and documentary data are not simultaneously available
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spelling Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysisestuariesfloodsdatabasehistorical sourcesflood risk managementEstuarine margins are usually heavily occupied areas that are commonly affected by compound flooding triggers originating from different sources (e.g., coastal, fluvial, and pluvial). Therefore, estuarine flood management remains a challenge due to the need to combine the distinct dimensions of flood triggers and damages. Past flood data are critical for improve our understanding of flood risks in these areas, while providing the basis for a preliminary flood risk assessment, as required by European Floods Directive. This paper presents a spin-off database of estuarine flood events built upon previously existing databases and a framework for working with qualitative past flood information using multiple correspondence analysis. The methodology is presented, with steps ranging from a spin-off database building process to information extraction techniques, and the statistical method used was further explored through the study of information acquired from the categories and their relation to the dimensions. This work enabled the extraction of the most relevant estuarine flood risk indicators and demonstrates the transversal importance of triggers, since they are of utmost importance for the characterization of estuarine flood risks. The results showed a relation between sets of triggers and damages that are related to estuarine margin land use, demonstrating their ability to inform flood risk management options. This work provides a consistent and coherent approach to use qualitative information on past floods, as a useful contribution in the context of scarce data, where measured and documentary data are not simultaneously availableMDPIRepositório da Universidade de LisboaRilo, AnaTavares, Alexandre OliveiraFreire, PaulaZêzere, José LuísHaigh, Ivan D.2022-10-28T14:17:15Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/25825engRilo, A.; Tavares, A.O.; Freire, P.; Zêzere, J.L.; Haigh, I.D. Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis. Water 2022, 14, 3161https://doi.org/10.3390/w14193161info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-06T14:55:20Zoai:www.repository.utl.pt:10400.5/25825Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:09:34.697656Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
title Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
spellingShingle Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
Rilo, Ana
estuaries
floods
database
historical sources
flood risk management
title_short Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
title_full Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
title_fullStr Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
title_full_unstemmed Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
title_sort Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis
author Rilo, Ana
author_facet Rilo, Ana
Tavares, Alexandre Oliveira
Freire, Paula
Zêzere, José Luís
Haigh, Ivan D.
author_role author
author2 Tavares, Alexandre Oliveira
Freire, Paula
Zêzere, José Luís
Haigh, Ivan D.
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Rilo, Ana
Tavares, Alexandre Oliveira
Freire, Paula
Zêzere, José Luís
Haigh, Ivan D.
dc.subject.por.fl_str_mv estuaries
floods
database
historical sources
flood risk management
topic estuaries
floods
database
historical sources
flood risk management
description Estuarine margins are usually heavily occupied areas that are commonly affected by compound flooding triggers originating from different sources (e.g., coastal, fluvial, and pluvial). Therefore, estuarine flood management remains a challenge due to the need to combine the distinct dimensions of flood triggers and damages. Past flood data are critical for improve our understanding of flood risks in these areas, while providing the basis for a preliminary flood risk assessment, as required by European Floods Directive. This paper presents a spin-off database of estuarine flood events built upon previously existing databases and a framework for working with qualitative past flood information using multiple correspondence analysis. The methodology is presented, with steps ranging from a spin-off database building process to information extraction techniques, and the statistical method used was further explored through the study of information acquired from the categories and their relation to the dimensions. This work enabled the extraction of the most relevant estuarine flood risk indicators and demonstrates the transversal importance of triggers, since they are of utmost importance for the characterization of estuarine flood risks. The results showed a relation between sets of triggers and damages that are related to estuarine margin land use, demonstrating their ability to inform flood risk management options. This work provides a consistent and coherent approach to use qualitative information on past floods, as a useful contribution in the context of scarce data, where measured and documentary data are not simultaneously available
publishDate 2022
dc.date.none.fl_str_mv 2022-10-28T14:17:15Z
2022
2022-01-01T00:00:00Z
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://hdl.handle.net/10400.5/25825
url http://hdl.handle.net/10400.5/25825
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Rilo, A.; Tavares, A.O.; Freire, P.; Zêzere, J.L.; Haigh, I.D. Improving Estuarine Flood Risk Knowledge through Documentary Data Using Multiple Correspondence Analysis. Water 2022, 14, 3161
https://doi.org/10.3390/w14193161
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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