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Sensitivity analysis of typhoon-induced floods in coastal cities using improved ANP-GIS

  • Hai Min Lyu
  • , Zhen Yu Yin*
  • , Annan Zhou
  • , Shui Long Shen
  • *Corresponding author for this work
  • Hong Kong Polytechnic University
  • Royal Melbourne Institute of Technology University
  • Shantou University

Research output: Contribution to journalArticlepeer-review

Abstract

This study developed an analytical network process (ANP) incorporated into a geographic information system (GIS; abbreviated as ANP-GIS) to assess flood sensitivity in coastal cities. A new consulting process is proposed to improve the ANP analysis by determining range scores of assessment factors. Compared with the original analytical hierarchy process (AHP) combined with GIS (AHP-GIS), the improved ANP-GIS with new consulting process can effectively consider the interrelationships of assessment factors between the index and sub-index layers. To verify the efficiency of ANP-GIS with new consulting process, both AHP-GIS and ANP-GIS were adopted to assess the exposure of sensitivity to typhoon-induced floods in the coastal cities of Guangdong Province. The results were validated by historical typhoon-induced flood records, revealing that most of the typhoon-induced floods were in the region with the assessed higher and highest flood sensitivities. The percentage of the highest flood sensitivity from the improved ANP-GIS with typhoons was twice that of the AHP-GIS. When considering typhoons, the higher and highest flood sensitivity levels increased from 29% to 48%, as indicated in this study. The assessment results from the improved ANP-GIS were closer to the historical records and better than the performance of AHP-GIS.

Original languageEnglish
Article number104344
JournalInternational Journal of Disaster Risk Reduction
Volume104
DOIs
StatePublished - 1 Apr 2024
Externally publishedYes

Keywords

  • Flood sensitivity
  • Improved ANP-GIS
  • New consulting process
  • Typhoon

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