Flood mapping employing local, regional and global scale modeling methods for the Uruguay river

Detalhes bibliográficos
Autor(a) principal: Alves, Maria Eduarda Pereira
Data de Publicação: 2022
Outros Autores: Fan, Fernando Mainardi, Siqueira, Vinicius Alencar, Laipelt, Leonardo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista Eletrônica em Gestão Educação e Tecnologia Ambiental (REGET)
Texto Completo: https://periodicos.ufsm.br/reget/article/view/62697
Resumo: The delimitation of flooded areas is important information for natural disaster management, environmental impact prediction and for territorial planning. Flooding occurs when water levels overflow the limits of a river’s channel and seep into the floodplains. When they affect people, they are considered a natural disaster. The delimitation of a flooded area, in the occurrence of an extreme event, can be performed by using field techniques, such as mapping, surveying through the afflicted area or by taking aerial photographs. However, field survey is not a trivial task and not always does it allow for the attainment of the necessary data for a given project. For that purpose, there are various techniques that can be used to assess flood-spots. Some techniques are simpler, being based only on a Digital Elevation Model (DEM), and such is the case of the HAND model (Height Above Nearest Drainage), which has garnered plenty of fame recently in the process of applying delimitations to possibly flooded areas. Other techniques are more complex, like the use of hydrodynamic modeling. There are large-scale hydrologic-hydrodynamic models that simulate runoff generation and water transportation processes in the river basin from rainfall, basin, and meteorological data. This is the case of the large-scale distributed hydrological model called MGB (Modelo de Grandes Bacias), which has been developed and employed in these types of cases. However, there are no studies in the literature that compare the results produced by these multiple approaches using differing degrees of complexity and spatial scales. It was precisely to fill this gap in scientific literature that this work was developed. Featured here, for the first time, is the validation of the MGB model’s performance in two versions, one of regional scale and another of continental scale (MGB AS), in delimiting the flooded areas, compared to a satellite image of the inundation; and with two versions of the HAND model, one generated by a local study and the other by a global reference. The case study used in this validation was a major flood that occurred in the Uruguay River, near the town of Itaqui (Rio Grande do Sul), which borders Brazil and Argentina, in October 1997. The results show that the MGB model, both in the regional and the continental scales, could delimit the flooded area, with a few overestimations in the northern portion of the image. The HAND method at the local scale also allowed a mapping of the flooded area, with overestimates for more springhead-like areas in small tributaries. The HAND method at the global scale, on the other hand, proved to be inadequate for the purpose of delimiting flooded areas in this region. The leading cause is believed to be the small drainage area threshold linked to the utilized global HAND product. From the calculation of performance metrics, like hit rate, false alarm ratio and criticality index, Regional MGB was the one that most adequately expressed the extent of the flood observed in the Landsat 5 image when compared to the others, followed by MGB AS.
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spelling Flood mapping employing local, regional and global scale modeling methods for the Uruguay riverMétodos de modelagem de áreas inundadas utilizando técnicas de escala local, regional e global para uma cheia no rio UruguaiFlood mappinghydrodynamic modelingUruguay riverÁreas inundadasModelagem hidrodinâmicaRio UruguaiThe delimitation of flooded areas is important information for natural disaster management, environmental impact prediction and for territorial planning. Flooding occurs when water levels overflow the limits of a river’s channel and seep into the floodplains. When they affect people, they are considered a natural disaster. The delimitation of a flooded area, in the occurrence of an extreme event, can be performed by using field techniques, such as mapping, surveying through the afflicted area or by taking aerial photographs. However, field survey is not a trivial task and not always does it allow for the attainment of the necessary data for a given project. For that purpose, there are various techniques that can be used to assess flood-spots. Some techniques are simpler, being based only on a Digital Elevation Model (DEM), and such is the case of the HAND model (Height Above Nearest Drainage), which has garnered plenty of fame recently in the process of applying delimitations to possibly flooded areas. Other techniques are more complex, like the use of hydrodynamic modeling. There are large-scale hydrologic-hydrodynamic models that simulate runoff generation and water transportation processes in the river basin from rainfall, basin, and meteorological data. This is the case of the large-scale distributed hydrological model called MGB (Modelo de Grandes Bacias), which has been developed and employed in these types of cases. However, there are no studies in the literature that compare the results produced by these multiple approaches using differing degrees of complexity and spatial scales. It was precisely to fill this gap in scientific literature that this work was developed. Featured here, for the first time, is the validation of the MGB model’s performance in two versions, one of regional scale and another of continental scale (MGB AS), in delimiting the flooded areas, compared to a satellite image of the inundation; and with two versions of the HAND model, one generated by a local study and the other by a global reference. The case study used in this validation was a major flood that occurred in the Uruguay River, near the town of Itaqui (Rio Grande do Sul), which borders Brazil and Argentina, in October 1997. The results show that the MGB model, both in the regional and the continental scales, could delimit the flooded area, with a few overestimations in the northern portion of the image. The HAND method at the local scale also allowed a mapping of the flooded area, with overestimates for more springhead-like areas in small tributaries. The HAND method at the global scale, on the other hand, proved to be inadequate for the purpose of delimiting flooded areas in this region. The leading cause is believed to be the small drainage area threshold linked to the utilized global HAND product. From the calculation of performance metrics, like hit rate, false alarm ratio and criticality index, Regional MGB was the one that most adequately expressed the extent of the flood observed in the Landsat 5 image when compared to the others, followed by MGB AS.A delimitação de áreas inundadas é uma informação importante para a gestão de desastres naturais, previsão de impactos ambientais e planejamento territorial. Inundações ocorrem quando uma cheia ultrapassa os limites da calha de um rio e escoa para as planícies de inundação. Quando estas atingem pessoas, elas são consideradas um desastre natural. A delimitação da cheia observada dada a ocorrência de um evento extremo pode ser feita através de técnicas de campo, como o mapeamento percorrendo a área afetada ou utilizando aerofotos. Todavia, o levantamento em campo não é trivial e nem sempre permite a obtenção do dado necessário para um projeto específico. Para este fim, existem múltiplas técnicas para estimativa de manchas de inundação. Algumas são técnicas mais simplificadas, baseadas apenas em um Modelo Digital de Elevação (MDE). Este é o caso do modelo HAND (Height Above Nearest Drainage), que tem ganhado muita fama recentemente na aplicação de delimitação de áreas possivelmente inundadas. Outras técnicas são mais complexas, como o uso de modelagem hidrodinâmica. Nesta linha, existem modelos hidrológico-hidrodinâmicos de grande escala que simulam processos de geração de escoamento e de transporte de água na bacia hidrográfica a partir de dados de chuva, meteorológicos e de características da bacia hidrográfica. Este é o caso do MGB (Modelo de Grandes Bacias), que vem sendo desenvolvido e aplicado para estes tipos de caso. Todavia, não existem trabalhos na literatura que comparem resultados gerados por estas múltiplas abordagens com diferentes graus de complexidade e diferentes escalas espaciais. Exatamente para preencher esta lacuna existente na literatura científica que este trabalho foi desenvolvido. É apresentada aqui, pela primeira vez, a verificação do desempenho do modelo MGB em duas versões, uma de escala regional e outra de escala continental para a delimitação de áreas inundadas, em comparação com uma imagem de satélite observada da cheia e com duas versões do modelo HAND, uma gerada por um estudo local e outra gerada por um estudo global. O estudo de caso utilizado na verificação foi uma cheia que ocorreu no Rio Uruguai, nas proximidades da cidade de Itaqui (RS), que faz divisa entre os países Brasil e Argentina, em outubro de 1997. Os resultados mostraram que tanto o modelo MGB aplicado em escala regional quando o modelo MGB em escala continental foram capazes de delimitar a área inundada, com algumas superestimativas na porção norte da imagem. O método HAND de escala local também permitiu um mapeamento da área inundada, com áreas mais de cabeceira de pequenos afluentes superestimadas. Já o método HAND em escala global demonstrou ser inadequado para aplicação para a delimitação de áreas inundadas nesta região. Acredita-se que a principal causa seja o pequeno limiar de área de drenagem relacionado com o produto HAND global utilizado. Verificou-se também, a partir do cálculo de métricas de desempenho, como taxa de acerto, de falso alarme e índice crítico, que o MGB Regional representou de maneira mais adequada a extensão da inundação observada na imagem Landsat 5 em comparação as demais metodologias, seguida pelo MGB ASUniversidade Federal de Santa Maria2022-07-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://periodicos.ufsm.br/reget/article/view/6269710.5902/2236117062697Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental; Vol. 24 (2020): Special Edition 10 years: Advances in environmental engineering; e22Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental; v. 24 (2020): Edição Especial 10 Anos REGET: Avanços na Engenharia Ambiental; e222236-11702236-1170reponame:Revista Eletrônica em Gestão Educação e Tecnologia Ambiental (REGET)instname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMenghttps://periodicos.ufsm.br/reget/article/view/62697/pdfhttps://periodicos.ufsm.br/reget/article/view/62697/htmlCopyright (c) 2020 Revista Eletrônica em Gestão, Educação e Tecnologia Ambientalhttp://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessAlves, Maria Eduarda PereiraFan, Fernando MainardiSiqueira, Vinicius AlencarLaipelt, Leonardo2022-07-28T19:18:15Zoai:ojs.pkp.sfu.ca:article/62697Revistahttps://periodicos.ufsm.br/regetPUBhttps://periodicos.ufsm.br/reget/oaimarcelobdarosa@gmail.com||reget.ufsm@gmail.com2236-11702236-1170opendoar:2022-07-28T19:18:15Revista Eletrônica em Gestão Educação e Tecnologia Ambiental (REGET) - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
Métodos de modelagem de áreas inundadas utilizando técnicas de escala local, regional e global para uma cheia no rio Uruguai
title Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
spellingShingle Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
Alves, Maria Eduarda Pereira
Flood mapping
hydrodynamic modeling
Uruguay river
Áreas inundadas
Modelagem hidrodinâmica
Rio Uruguai
title_short Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
title_full Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
title_fullStr Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
title_full_unstemmed Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
title_sort Flood mapping employing local, regional and global scale modeling methods for the Uruguay river
author Alves, Maria Eduarda Pereira
author_facet Alves, Maria Eduarda Pereira
Fan, Fernando Mainardi
Siqueira, Vinicius Alencar
Laipelt, Leonardo
author_role author
author2 Fan, Fernando Mainardi
Siqueira, Vinicius Alencar
Laipelt, Leonardo
author2_role author
author
author
dc.contributor.author.fl_str_mv Alves, Maria Eduarda Pereira
Fan, Fernando Mainardi
Siqueira, Vinicius Alencar
Laipelt, Leonardo
dc.subject.por.fl_str_mv Flood mapping
hydrodynamic modeling
Uruguay river
Áreas inundadas
Modelagem hidrodinâmica
Rio Uruguai
topic Flood mapping
hydrodynamic modeling
Uruguay river
Áreas inundadas
Modelagem hidrodinâmica
Rio Uruguai
description The delimitation of flooded areas is important information for natural disaster management, environmental impact prediction and for territorial planning. Flooding occurs when water levels overflow the limits of a river’s channel and seep into the floodplains. When they affect people, they are considered a natural disaster. The delimitation of a flooded area, in the occurrence of an extreme event, can be performed by using field techniques, such as mapping, surveying through the afflicted area or by taking aerial photographs. However, field survey is not a trivial task and not always does it allow for the attainment of the necessary data for a given project. For that purpose, there are various techniques that can be used to assess flood-spots. Some techniques are simpler, being based only on a Digital Elevation Model (DEM), and such is the case of the HAND model (Height Above Nearest Drainage), which has garnered plenty of fame recently in the process of applying delimitations to possibly flooded areas. Other techniques are more complex, like the use of hydrodynamic modeling. There are large-scale hydrologic-hydrodynamic models that simulate runoff generation and water transportation processes in the river basin from rainfall, basin, and meteorological data. This is the case of the large-scale distributed hydrological model called MGB (Modelo de Grandes Bacias), which has been developed and employed in these types of cases. However, there are no studies in the literature that compare the results produced by these multiple approaches using differing degrees of complexity and spatial scales. It was precisely to fill this gap in scientific literature that this work was developed. Featured here, for the first time, is the validation of the MGB model’s performance in two versions, one of regional scale and another of continental scale (MGB AS), in delimiting the flooded areas, compared to a satellite image of the inundation; and with two versions of the HAND model, one generated by a local study and the other by a global reference. The case study used in this validation was a major flood that occurred in the Uruguay River, near the town of Itaqui (Rio Grande do Sul), which borders Brazil and Argentina, in October 1997. The results show that the MGB model, both in the regional and the continental scales, could delimit the flooded area, with a few overestimations in the northern portion of the image. The HAND method at the local scale also allowed a mapping of the flooded area, with overestimates for more springhead-like areas in small tributaries. The HAND method at the global scale, on the other hand, proved to be inadequate for the purpose of delimiting flooded areas in this region. The leading cause is believed to be the small drainage area threshold linked to the utilized global HAND product. From the calculation of performance metrics, like hit rate, false alarm ratio and criticality index, Regional MGB was the one that most adequately expressed the extent of the flood observed in the Landsat 5 image when compared to the others, followed by MGB AS.
publishDate 2022
dc.date.none.fl_str_mv 2022-07-28
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dc.identifier.uri.fl_str_mv https://periodicos.ufsm.br/reget/article/view/62697
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http://creativecommons.org/licenses/by-nc-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental
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dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
publisher.none.fl_str_mv Universidade Federal de Santa Maria
dc.source.none.fl_str_mv Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental; Vol. 24 (2020): Special Edition 10 years: Advances in environmental engineering; e22
Revista Eletrônica em Gestão, Educação e Tecnologia Ambiental; v. 24 (2020): Edição Especial 10 Anos REGET: Avanços na Engenharia Ambiental; e22
2236-1170
2236-1170
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