Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input

Flooding is one of the most frequent natural disasters in Malaysia, causing billions of ringgits in damages and numerous deaths. One of the key strategies to lessen the impact of the disaster is by flood modelling, which is especially beneficial in flood risk management and decision making. This pap...

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Published in:International Journal of Environmental Science and Development
Main Author: Shazwani O.N.; Wardah T.; Nursalleh C.K.
Format: Article
Language:English
Published: International Journal of Environmental Science and Development 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199700782&doi=10.18178%2fijesd.2024.15.4.1483&partnerID=40&md5=31430f8344259fbc77ecc973a380aabe
id 2-s2.0-85199700782
spelling 2-s2.0-85199700782
Shazwani O.N.; Wardah T.; Nursalleh C.K.
Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
2024
International Journal of Environmental Science and Development
15
4
10.18178/ijesd.2024.15.4.1483
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199700782&doi=10.18178%2fijesd.2024.15.4.1483&partnerID=40&md5=31430f8344259fbc77ecc973a380aabe
Flooding is one of the most frequent natural disasters in Malaysia, causing billions of ringgits in damages and numerous deaths. One of the key strategies to lessen the impact of the disaster is by flood modelling, which is especially beneficial in flood risk management and decision making. This paper focuses on flood modelling and simulation for a river basin using HEC-HMS software with alternative data input from rainfall data produced by weather radar (QPE). Radar QPE has the advantage of providing an areal representation of rainfall, but it is only an indirect measurement of the values. HEC-HMS is an innovative hydrologic modeling software with the advantage of a moderate processing time compared to the more sophisticated hydrodynamic models yet being reasonably accurate. The study methods include the collection and preparation of data required, such as DEM, land use, and soil type for study area of Klang River basin, Malaysia. Initially, the hydrologic model performed a calibration process using the rain gauge data in an effort to generate the best-quality hydrologic simulations. Subsequently, the rainfall inputs from the mean gridded pixel radar QPE values were then used to rerun the models. After model calibration, the result shows that the coefficient of determination, R2, for the rain gauge input is higher (0.8) compared to the radar QPE input (0.6). It is concluded that to produce more accurate results, it was recommended that radar QPE calibration was necessary to enhance the data. © 2024 by the authors.
International Journal of Environmental Science and Development
20100264
English
Article
All Open Access; Hybrid Gold Open Access
author Shazwani O.N.; Wardah T.; Nursalleh C.K.
spellingShingle Shazwani O.N.; Wardah T.; Nursalleh C.K.
Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
author_facet Shazwani O.N.; Wardah T.; Nursalleh C.K.
author_sort Shazwani O.N.; Wardah T.; Nursalleh C.K.
title Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
title_short Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
title_full Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
title_fullStr Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
title_full_unstemmed Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
title_sort Integrated Flood Modeling for Klang River Basin Using HEC-HMS and Radar Rainfall Input
publishDate 2024
container_title International Journal of Environmental Science and Development
container_volume 15
container_issue 4
doi_str_mv 10.18178/ijesd.2024.15.4.1483
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85199700782&doi=10.18178%2fijesd.2024.15.4.1483&partnerID=40&md5=31430f8344259fbc77ecc973a380aabe
description Flooding is one of the most frequent natural disasters in Malaysia, causing billions of ringgits in damages and numerous deaths. One of the key strategies to lessen the impact of the disaster is by flood modelling, which is especially beneficial in flood risk management and decision making. This paper focuses on flood modelling and simulation for a river basin using HEC-HMS software with alternative data input from rainfall data produced by weather radar (QPE). Radar QPE has the advantage of providing an areal representation of rainfall, but it is only an indirect measurement of the values. HEC-HMS is an innovative hydrologic modeling software with the advantage of a moderate processing time compared to the more sophisticated hydrodynamic models yet being reasonably accurate. The study methods include the collection and preparation of data required, such as DEM, land use, and soil type for study area of Klang River basin, Malaysia. Initially, the hydrologic model performed a calibration process using the rain gauge data in an effort to generate the best-quality hydrologic simulations. Subsequently, the rainfall inputs from the mean gridded pixel radar QPE values were then used to rerun the models. After model calibration, the result shows that the coefficient of determination, R2, for the rain gauge input is higher (0.8) compared to the radar QPE input (0.6). It is concluded that to produce more accurate results, it was recommended that radar QPE calibration was necessary to enhance the data. © 2024 by the authors.
publisher International Journal of Environmental Science and Development
issn 20100264
language English
format Article
accesstype All Open Access; Hybrid Gold Open Access
record_format scopus
collection Scopus
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