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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IOP Publishing Ltd
2019
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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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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 |
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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 |
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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% |
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Proceedings |
author |
Kamilia Sharir Goh Thian Lai Norbert Simon Lee Khai Ern Mustapa Abd Talip Rodeano Roslee |
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Kamilia Sharir Goh Thian Lai Norbert Simon Lee Khai Ern Mustapa Abd Talip Rodeano Roslee |
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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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