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Ensemble fuzzy MCDM for spatial assessment of flood susceptibility in Ibadan, Nigeria

Author

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  • Abdulwaheed Tella

    (Universiti Teknologi PETRONAS (UTP))

  • Abdul-Lateef Balogun

    (Universiti Teknologi PETRONAS (UTP))

Abstract

Ibadan, one of the largest cities in West Africa, experiences recurrent flood hazards, causing severe damages to lives and properties. Although various flood susceptibility models have evolved to mitigate flood hazards in different parts of the world, model performances vary according to the peculiarity of the study area and conditioning factors. Therefore, specialized studies are essential to determine model performances for specific locations. This study develops an integrated spatial multi-criteria decision-making model to classify flood susceptibility in Ibadan, Nigeria. For the improvement of the weighting accuracy of the flood causative criteria, Fuzzy AHP (FAHP) was integrated with GIS for the weight computation and overlay process. Ten flood causative factors were evaluated using the AHP and FAHP models. Results indicate rainfall, runoff, and distance to stream as the most significant flood causative factors with FAHP and AHP weights of 22%, 18%, 16%, and 23%, 23%, 18%, respectively. The FAHP and AHP maps identified the southern region as the most susceptible, with the FAHP also highlighting the susceptibility of the central region. The models’ accuracies were validated by overlaying the AHP and FAHP maps with locations of previous flood occurrences in the study area. The Fuzzy AHP map had a 91% alignment with the historical flood locations while the AHP model produced a 45% match, confirming the higher accuracy of the FAHP model and suitability for flood susceptibility mapping in Nigeria and other West African cities.

Suggested Citation

  • Abdulwaheed Tella & Abdul-Lateef Balogun, 2020. "Ensemble fuzzy MCDM for spatial assessment of flood susceptibility in Ibadan, Nigeria," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 104(3), pages 2277-2306, December.
    • Handle: RePEc:spr:nathaz:v:104:y:2020:i:3:d:10.1007_s11069-020-04272-6
    DOI: 10.1007/s11069-020-04272-6
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    1. Hessel C. Winsemius & Jeroen C. J. H. Aerts & Ludovicus P. H. van Beek & Marc F. P. Bierkens & Arno Bouwman & Brenden Jongman & Jaap C. J. Kwadijk & Willem Ligtvoet & Paul L. Lucas & Detlef P. van Vuu, 2016. "Global drivers of future river flood risk," Nature Climate Change, Nature, vol. 6(4), pages 381-385, April.
    2. Susan Agada & N. Nirupama, 2015. "A serious flooding event in Nigeria in 2012 with specific focus on Benue State: a brief review," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(2), pages 1405-1414, June.
    3. Sunmin Lee & Saro Lee & Moung-Jin Lee & Hyung-Sup Jung, 2018. "Spatial Assessment of Urban Flood Susceptibility Using Data Mining and Geographic Information System (GIS) Tools," Sustainability, MDPI, vol. 10(3), pages 1-19, February.
    4. W. Botzen & J. Aerts & J. Bergh, 2013. "Individual preferences for reducing flood risk to near zero through elevation," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(2), pages 229-244, February.
    5. Xiao-ling Yang & Jie-hua Ding & Hui Hou, 2013. "Application of a triangular fuzzy AHP approach for flood risk evaluation and response measures analysis," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 68(2), pages 657-674, September.
    6. Thomas L. Saaty & Mujgan Sagir, 2009. "Extending The Measurement Of Tangibles To Intangibles," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 7-27.
    7. Paolo Billi & Yonas Alemu & Rossano Ciampalini, 2015. "Increased frequency of flash floods in Dire Dawa, Ethiopia: Change in rainfall intensity or human impact?," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 76(2), pages 1373-1394, March.
    8. Yi-Ru Chen & Chao-Hsien Yeh & Bofu Yu, 2011. "Integrated application of the analytic hierarchy process and the geographic information system for flood risk assessment and flood plain management in Taiwan," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 59(3), pages 1261-1276, December.
    9. Hassan Abedi Gheshlaghi & Bakhtiar Feizizadeh & Thomas Blaschke, 2020. "GIS-based forest fire risk mapping using the analytical network process and fuzzy logic," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 63(3), pages 481-499, February.
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