Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia

This study aims to assess the flood susceptibility analysis using a Geographical Information System (GIS) based-heuristic analysis, namely the Analytical Hierarchy Process (AHP) model. Eight relevant physical parameters have been selected, namely, drainage density, drainage proximity, elevation, slo...

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Main Authors: Kamilia Sharir, Goh Thian Lai, Norbert Simon, Lee Khai Ern, Mustapa Abd Talip, Rodeano Roslee
Format: Proceedings
Language:English
English
Published: IOP Publishing Ltd 2019
Subjects:
Online Access:https://eprints.ums.edu.my/id/eprint/41674/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/41674/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/41674/
https://www.researchgate.net/publication/365739280_Assessment_of_Flood_Susceptibility_Analysis_Using_Analytical_Hierarchy_Process_AHP_in_Kota_Belud_Area_Sabah_Malaysia
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Institution: Universiti Malaysia Sabah
Language: English
English
id my.ums.eprints.41674
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spelling my.ums.eprints.416742024-10-29T04:37:28Z https://eprints.ums.edu.my/id/eprint/41674/ Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia Kamilia Sharir Goh Thian Lai Norbert Simon Lee Khai Ern Mustapa Abd Talip Rodeano Roslee GB1001-1199.8 Groundwater. Hydrogeology GB1201-1598 Rivers. Stream measurements This study aims to assess the flood susceptibility analysis using a Geographical Information System (GIS) based-heuristic analysis, namely the Analytical Hierarchy Process (AHP) model. Eight relevant physical parameters have been selected, namely, drainage density, drainage proximity, elevation, slope angle, slope curvature, land use, soil type, and topography wetness index. The relative importance of these factors has been compared in the pairwise matrix to gain weight values during the process of the Analytical Hierarchy Process (AHP). The flood susceptibility zones have been mapped according to their weightage value. Finally, the flood susceptibility map was prepared and classified into six classes as very low, low, moderate, high, and very high susceptibility using the natural break classification method. The accuracy of the flood susceptibility model was validated using the Area Under the Curve (AUC) analysis. The AUC for success rate was estimated at 82.13% IOP Publishing Ltd 2019 Proceedings PeerReviewed text en https://eprints.ums.edu.my/id/eprint/41674/1/ABSTRACT.pdf text en https://eprints.ums.edu.my/id/eprint/41674/2/FULL%20TEXT.pdf Kamilia Sharir and Goh Thian Lai and Norbert Simon and Lee Khai Ern and Mustapa Abd Talip and Rodeano Roslee (2019) Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia. https://www.researchgate.net/publication/365739280_Assessment_of_Flood_Susceptibility_Analysis_Using_Analytical_Hierarchy_Process_AHP_in_Kota_Belud_Area_Sabah_Malaysia
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic GB1001-1199.8 Groundwater. Hydrogeology
GB1201-1598 Rivers. Stream measurements
spellingShingle GB1001-1199.8 Groundwater. Hydrogeology
GB1201-1598 Rivers. Stream measurements
Kamilia Sharir
Goh Thian Lai
Norbert Simon
Lee Khai Ern
Mustapa Abd Talip
Rodeano Roslee
Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia
description This study aims to assess the flood susceptibility analysis using a Geographical Information System (GIS) based-heuristic analysis, namely the Analytical Hierarchy Process (AHP) model. Eight relevant physical parameters have been selected, namely, drainage density, drainage proximity, elevation, slope angle, slope curvature, land use, soil type, and topography wetness index. The relative importance of these factors has been compared in the pairwise matrix to gain weight values during the process of the Analytical Hierarchy Process (AHP). The flood susceptibility zones have been mapped according to their weightage value. Finally, the flood susceptibility map was prepared and classified into six classes as very low, low, moderate, high, and very high susceptibility using the natural break classification method. The accuracy of the flood susceptibility model was validated using the Area Under the Curve (AUC) analysis. The AUC for success rate was estimated at 82.13%
format Proceedings
author Kamilia Sharir
Goh Thian Lai
Norbert Simon
Lee Khai Ern
Mustapa Abd Talip
Rodeano Roslee
author_facet Kamilia Sharir
Goh Thian Lai
Norbert Simon
Lee Khai Ern
Mustapa Abd Talip
Rodeano Roslee
author_sort Kamilia Sharir
title Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia
title_short Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia
title_full Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia
title_fullStr Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia
title_full_unstemmed Assessment of flood susceptibility analysis using analytical Hierarchy process (ahp) in Kota Belud area, Sabah, Malaysia
title_sort assessment of flood susceptibility analysis using analytical hierarchy process (ahp) in kota belud area, sabah, malaysia
publisher IOP Publishing Ltd
publishDate 2019
url https://eprints.ums.edu.my/id/eprint/41674/1/ABSTRACT.pdf
https://eprints.ums.edu.my/id/eprint/41674/2/FULL%20TEXT.pdf
https://eprints.ums.edu.my/id/eprint/41674/
https://www.researchgate.net/publication/365739280_Assessment_of_Flood_Susceptibility_Analysis_Using_Analytical_Hierarchy_Process_AHP_in_Kota_Belud_Area_Sabah_Malaysia
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