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Is the existing methods sustainable? A hybrid approach to flood risk mapping

The hydraulic and integrated modeling approaches appear to stand out in the sequence of flood risk models that have been presented because of their predictive accuracy. The former has a high probability of under predicting and the latter has a high tendency to over-predict. This study proposed a met...

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Autores principales: Nkeki, Felix Ndidi, Bello, Ehiaguina Innocent, Agbaje, Ishola Ganiy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491653/
https://www.ncbi.nlm.nih.gov/pubmed/37693658
http://dx.doi.org/10.1016/j.mex.2023.102348
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author Nkeki, Felix Ndidi
Bello, Ehiaguina Innocent
Agbaje, Ishola Ganiy
author_facet Nkeki, Felix Ndidi
Bello, Ehiaguina Innocent
Agbaje, Ishola Ganiy
author_sort Nkeki, Felix Ndidi
collection PubMed
description The hydraulic and integrated modeling approaches appear to stand out in the sequence of flood risk models that have been presented because of their predictive accuracy. The former has a high probability of under predicting and the latter has a high tendency to over-predict. This study proposed a methodological approach that combines the hydraulic and integrated models using analytical hierarchical raster fusion techniques to strengthen the weaknesses of the individual models. This study seeks to undertake a flood inundation model, a runoff model, and raster fusion models using GIS and HEC-RAS rain-on-grid methods to map flood risk in the Ona river basin of Ibadan city. • A hydraulic model was used to identify flood depth and inundation areas along a major stream channel, which was then extracted, rasterized, resampled, and reclassified to a spatial resolution of 5 m. • Several raster datasets (indicators) were created from land use, elevation, soil, and geological data layers using advanced GIS techniques. • AHP assisted raster data fusion model was used to combine all of the raster indicators into a single consolidated hybrid flood raster layer that revealed flood risk areas by magnitude.
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spelling pubmed-104916532023-09-10 Is the existing methods sustainable? A hybrid approach to flood risk mapping Nkeki, Felix Ndidi Bello, Ehiaguina Innocent Agbaje, Ishola Ganiy MethodsX Earth and Planetary Science The hydraulic and integrated modeling approaches appear to stand out in the sequence of flood risk models that have been presented because of their predictive accuracy. The former has a high probability of under predicting and the latter has a high tendency to over-predict. This study proposed a methodological approach that combines the hydraulic and integrated models using analytical hierarchical raster fusion techniques to strengthen the weaknesses of the individual models. This study seeks to undertake a flood inundation model, a runoff model, and raster fusion models using GIS and HEC-RAS rain-on-grid methods to map flood risk in the Ona river basin of Ibadan city. • A hydraulic model was used to identify flood depth and inundation areas along a major stream channel, which was then extracted, rasterized, resampled, and reclassified to a spatial resolution of 5 m. • Several raster datasets (indicators) were created from land use, elevation, soil, and geological data layers using advanced GIS techniques. • AHP assisted raster data fusion model was used to combine all of the raster indicators into a single consolidated hybrid flood raster layer that revealed flood risk areas by magnitude. Elsevier 2023-08-25 /pmc/articles/PMC10491653/ /pubmed/37693658 http://dx.doi.org/10.1016/j.mex.2023.102348 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Earth and Planetary Science
Nkeki, Felix Ndidi
Bello, Ehiaguina Innocent
Agbaje, Ishola Ganiy
Is the existing methods sustainable? A hybrid approach to flood risk mapping
title Is the existing methods sustainable? A hybrid approach to flood risk mapping
title_full Is the existing methods sustainable? A hybrid approach to flood risk mapping
title_fullStr Is the existing methods sustainable? A hybrid approach to flood risk mapping
title_full_unstemmed Is the existing methods sustainable? A hybrid approach to flood risk mapping
title_short Is the existing methods sustainable? A hybrid approach to flood risk mapping
title_sort is the existing methods sustainable? a hybrid approach to flood risk mapping
topic Earth and Planetary Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10491653/
https://www.ncbi.nlm.nih.gov/pubmed/37693658
http://dx.doi.org/10.1016/j.mex.2023.102348
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