Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil

Detalhes bibliográficos
Autor(a) principal: Araújo, Paulo Victor N.
Data de Publicação: 2019
Outros Autores: Amaro, Venerando Eustáquio, Silva, Robert M., Lopes, Alexandre B.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRN
Texto Completo: https://repositorio.ufrn.br/handle/123456789/30904
Resumo: Flooding is a natural disaster which affects thousands of riverside, coastal, and urban communities causing severe damage. River flood mapping is the process of determining inundation extents and depth by comparing historical river water levels with ground surface elevation references. This paper aims to map flood hazard areas under the influence of the Uruguay River, Itaqui (southern Brazil), using a calibration digital elevation model (DEM), historic river level data and geoprocessing techniques. The temporal series of maximum annual level records of the Uruguay River, for the years 1942 to 2017, were linked to the Brazilian Geodetic System using geometric leveling and submitted for descriptive statistical analysis and probability. The DEM was calibrated with ground control points (GCPs) of high vertical accuracy based on post-processed high-precision Global Navigation Satellite System surveys. Using the temporal series statistical analysis results, the spatialization of flood hazard classes on the calibrated DEM was assessed and validated. Finally, the modeling of the simulated flood level was visually compared against the flood area on the satellite image, which were both registered on the same date. The free DEM calibration model indicated high correspondence with GCPs (R2=0.81; p<0.001). The calibrated DEM showed a 68.15 % improvement in vertical accuracy (RMSE = 1.00 m). Five classes of flood hazards were determined: extremely high flood hazard, high flood hazard, moderate flood hazard, low flood hazard, and non-floodable. The flood episodes, with a return time of 100 years, were modeled with a 57.24 m altimetric level. Altimetric levels above 51.66 m have a high potential of causing damage, mainly affecting properties and public facilities in the city's northern and western peripheries. Assessment of the areas that can potentially be flooded can help to reduce the negative impact of flood events by supporting the process of land use planning in areas exposed to flood hazard
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spelling Araújo, Paulo Victor N.Amaro, Venerando EustáquioSilva, Robert M.Lopes, Alexandre B.2020-12-08T13:36:09Z2020-12-08T13:36:09Z2019ARAÚJO, Paulo Victor N.; AMARO, Venerando E.; SILVA, Robert M.; LOPES, Alexandre B.. Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the uruguay river, itaqui, southern Brazil. Natural Hazards and Earth System Sciences, [S.L.], v. 19, n. 1, p. 237-250, 25 jan. 2019.Disponível em: https://nhess.copernicus.org/articles/19/237/2019/. Acesso em: 25 nov. 2020. https://doi.org/10.5194/nhess-19-237-20191561-86331684-9981https://repositorio.ufrn.br/handle/123456789/3090410.5194/nhess-19-237-2019European Geosciences UnionAttribution 3.0 Brazilhttp://creativecommons.org/licenses/by/3.0/br/info:eu-repo/semantics/openAccessBrazilian Geodetic SystemDigital elevation modelDelimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleFlooding is a natural disaster which affects thousands of riverside, coastal, and urban communities causing severe damage. River flood mapping is the process of determining inundation extents and depth by comparing historical river water levels with ground surface elevation references. This paper aims to map flood hazard areas under the influence of the Uruguay River, Itaqui (southern Brazil), using a calibration digital elevation model (DEM), historic river level data and geoprocessing techniques. The temporal series of maximum annual level records of the Uruguay River, for the years 1942 to 2017, were linked to the Brazilian Geodetic System using geometric leveling and submitted for descriptive statistical analysis and probability. The DEM was calibrated with ground control points (GCPs) of high vertical accuracy based on post-processed high-precision Global Navigation Satellite System surveys. Using the temporal series statistical analysis results, the spatialization of flood hazard classes on the calibrated DEM was assessed and validated. Finally, the modeling of the simulated flood level was visually compared against the flood area on the satellite image, which were both registered on the same date. The free DEM calibration model indicated high correspondence with GCPs (R2=0.81; p<0.001). The calibrated DEM showed a 68.15 % improvement in vertical accuracy (RMSE = 1.00 m). Five classes of flood hazards were determined: extremely high flood hazard, high flood hazard, moderate flood hazard, low flood hazard, and non-floodable. The flood episodes, with a return time of 100 years, were modeled with a 57.24 m altimetric level. Altimetric levels above 51.66 m have a high potential of causing damage, mainly affecting properties and public facilities in the city's northern and western peripheries. 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dc.title.pt_BR.fl_str_mv Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
title Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
spellingShingle Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
Araújo, Paulo Victor N.
Brazilian Geodetic System
Digital elevation model
title_short Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
title_full Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
title_fullStr Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
title_full_unstemmed Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
title_sort Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the Uruguay River, Itaqui, southern Brazil
author Araújo, Paulo Victor N.
author_facet Araújo, Paulo Victor N.
Amaro, Venerando Eustáquio
Silva, Robert M.
Lopes, Alexandre B.
author_role author
author2 Amaro, Venerando Eustáquio
Silva, Robert M.
Lopes, Alexandre B.
author2_role author
author
author
dc.contributor.author.fl_str_mv Araújo, Paulo Victor N.
Amaro, Venerando Eustáquio
Silva, Robert M.
Lopes, Alexandre B.
dc.subject.por.fl_str_mv Brazilian Geodetic System
Digital elevation model
topic Brazilian Geodetic System
Digital elevation model
description Flooding is a natural disaster which affects thousands of riverside, coastal, and urban communities causing severe damage. River flood mapping is the process of determining inundation extents and depth by comparing historical river water levels with ground surface elevation references. This paper aims to map flood hazard areas under the influence of the Uruguay River, Itaqui (southern Brazil), using a calibration digital elevation model (DEM), historic river level data and geoprocessing techniques. The temporal series of maximum annual level records of the Uruguay River, for the years 1942 to 2017, were linked to the Brazilian Geodetic System using geometric leveling and submitted for descriptive statistical analysis and probability. The DEM was calibrated with ground control points (GCPs) of high vertical accuracy based on post-processed high-precision Global Navigation Satellite System surveys. Using the temporal series statistical analysis results, the spatialization of flood hazard classes on the calibrated DEM was assessed and validated. Finally, the modeling of the simulated flood level was visually compared against the flood area on the satellite image, which were both registered on the same date. The free DEM calibration model indicated high correspondence with GCPs (R2=0.81; p<0.001). The calibrated DEM showed a 68.15 % improvement in vertical accuracy (RMSE = 1.00 m). Five classes of flood hazards were determined: extremely high flood hazard, high flood hazard, moderate flood hazard, low flood hazard, and non-floodable. The flood episodes, with a return time of 100 years, were modeled with a 57.24 m altimetric level. Altimetric levels above 51.66 m have a high potential of causing damage, mainly affecting properties and public facilities in the city's northern and western peripheries. Assessment of the areas that can potentially be flooded can help to reduce the negative impact of flood events by supporting the process of land use planning in areas exposed to flood hazard
publishDate 2019
dc.date.issued.fl_str_mv 2019
dc.date.accessioned.fl_str_mv 2020-12-08T13:36:09Z
dc.date.available.fl_str_mv 2020-12-08T13:36:09Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv ARAÚJO, Paulo Victor N.; AMARO, Venerando E.; SILVA, Robert M.; LOPES, Alexandre B.. Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the uruguay river, itaqui, southern Brazil. Natural Hazards and Earth System Sciences, [S.L.], v. 19, n. 1, p. 237-250, 25 jan. 2019.Disponível em: https://nhess.copernicus.org/articles/19/237/2019/. Acesso em: 25 nov. 2020. https://doi.org/10.5194/nhess-19-237-2019
dc.identifier.uri.fl_str_mv https://repositorio.ufrn.br/handle/123456789/30904
dc.identifier.issn.none.fl_str_mv 1561-8633
1684-9981
dc.identifier.doi.none.fl_str_mv 10.5194/nhess-19-237-2019
identifier_str_mv ARAÚJO, Paulo Victor N.; AMARO, Venerando E.; SILVA, Robert M.; LOPES, Alexandre B.. Delimitation of flood areas based on a calibrated a DEM and geoprocessing: case study on the uruguay river, itaqui, southern Brazil. Natural Hazards and Earth System Sciences, [S.L.], v. 19, n. 1, p. 237-250, 25 jan. 2019.Disponível em: https://nhess.copernicus.org/articles/19/237/2019/. Acesso em: 25 nov. 2020. https://doi.org/10.5194/nhess-19-237-2019
1561-8633
1684-9981
10.5194/nhess-19-237-2019
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