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Flood occurrence analysis in small urban catchments in the context of regional variability
An original method for analyzing the influence of the meteorological, as well as physical-geographical conditions on the flooding of stormwater in small urban catchment areas is proposed. A logistical regression model is employed for the identification of the flooding events. The elaborated model en...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9632778/ https://www.ncbi.nlm.nih.gov/pubmed/36327282 http://dx.doi.org/10.1371/journal.pone.0276312 |
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author | Szeląg, Bartosz Suligowski, Roman Łagód, Grzegorz Łazuka, Ewa Wlaź, Paweł Stránský, David De Paola, Francesco Fatone, Francesco |
author_facet | Szeląg, Bartosz Suligowski, Roman Łagód, Grzegorz Łazuka, Ewa Wlaź, Paweł Stránský, David De Paola, Francesco Fatone, Francesco |
author_sort | Szeląg, Bartosz |
collection | PubMed |
description | An original method for analyzing the influence of the meteorological, as well as physical-geographical conditions on the flooding of stormwater in small urban catchment areas is proposed. A logistical regression model is employed for the identification of the flooding events. The elaborated model enables to simulate the stormwater flooding in a single rainfall event, on the basis of the rainfall depth, duration, imperviousness of the catchment and its spatial distribution within the analyzed area, as well as the density of the stormwater network. The rainfall events are predicted considering the regional convective rainfall model for 32 rain gauges located in Poland, based on 44 years of rainfall data. In the study, empirical models are obtained to calculate the rainfall duration conditioning the flooding of stormwater in a small urban catchment area depending on the characteristics of the examined urban basins. The empirical models enabling to control the urbanization process of catchment areas, accounting for the local rainfall and meteorological characteristics are provided. The paper proposes a methodology for the identification of the areas especially sensitive to stormwater flooding in small urban catchment areas depending to the country scale. By employing the presented methodology, the regions with most sensitive urban catchments are identified. On this basis, a ranking of towns and cities is determined from the most sensitive to flooding in small urban catchment areas to the regions where the risk of flooding is lower. Using the method developed in the paper, maximum impervious catchment area are determined for the selected regions of the country, the exceedance of which determines the occurrence of stormwater flooding. |
format | Online Article Text |
id | pubmed-9632778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-96327782022-11-04 Flood occurrence analysis in small urban catchments in the context of regional variability Szeląg, Bartosz Suligowski, Roman Łagód, Grzegorz Łazuka, Ewa Wlaź, Paweł Stránský, David De Paola, Francesco Fatone, Francesco PLoS One Research Article An original method for analyzing the influence of the meteorological, as well as physical-geographical conditions on the flooding of stormwater in small urban catchment areas is proposed. A logistical regression model is employed for the identification of the flooding events. The elaborated model enables to simulate the stormwater flooding in a single rainfall event, on the basis of the rainfall depth, duration, imperviousness of the catchment and its spatial distribution within the analyzed area, as well as the density of the stormwater network. The rainfall events are predicted considering the regional convective rainfall model for 32 rain gauges located in Poland, based on 44 years of rainfall data. In the study, empirical models are obtained to calculate the rainfall duration conditioning the flooding of stormwater in a small urban catchment area depending on the characteristics of the examined urban basins. The empirical models enabling to control the urbanization process of catchment areas, accounting for the local rainfall and meteorological characteristics are provided. The paper proposes a methodology for the identification of the areas especially sensitive to stormwater flooding in small urban catchment areas depending to the country scale. By employing the presented methodology, the regions with most sensitive urban catchments are identified. On this basis, a ranking of towns and cities is determined from the most sensitive to flooding in small urban catchment areas to the regions where the risk of flooding is lower. Using the method developed in the paper, maximum impervious catchment area are determined for the selected regions of the country, the exceedance of which determines the occurrence of stormwater flooding. Public Library of Science 2022-11-03 /pmc/articles/PMC9632778/ /pubmed/36327282 http://dx.doi.org/10.1371/journal.pone.0276312 Text en © 2022 Szeląg et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Szeląg, Bartosz Suligowski, Roman Łagód, Grzegorz Łazuka, Ewa Wlaź, Paweł Stránský, David De Paola, Francesco Fatone, Francesco Flood occurrence analysis in small urban catchments in the context of regional variability |
title | Flood occurrence analysis in small urban catchments in the context of regional variability |
title_full | Flood occurrence analysis in small urban catchments in the context of regional variability |
title_fullStr | Flood occurrence analysis in small urban catchments in the context of regional variability |
title_full_unstemmed | Flood occurrence analysis in small urban catchments in the context of regional variability |
title_short | Flood occurrence analysis in small urban catchments in the context of regional variability |
title_sort | flood occurrence analysis in small urban catchments in the context of regional variability |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9632778/ https://www.ncbi.nlm.nih.gov/pubmed/36327282 http://dx.doi.org/10.1371/journal.pone.0276312 |
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