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Probabilistic flood risk analysis considering morphological dynamics and dike failure

Author

Listed:
  • J. Oliver

    (Nanyang Technological University
    DHI Water & Environment (S) Pte. Ltd.)

  • X. S. Qin

    (Nanyang Technological University)

  • O. Larsen

    (DHI Water & Environment (S) Pte. Ltd.)

  • M. Meadows

    (DHI Water & Environment (S) Pte. Ltd.)

  • M. Fielding

    (DHI Water & Environment (S) Pte. Ltd.)

Abstract

A comprehensive flood risk assessment should aim not only at quantifying uncertainties but also the variability of risk over time. In this study, an efficient modelling framework was proposed to perform probabilistic hazard and risk analysis in dike-protected river systems accounting for morphological variability and uncertainty. The modelling framework combined the use of: (1) continuous synthetic discharge forcing, (2) a stochastic dike breach model dynamically coupled to a stochastic unsteady one-dimensional hydraulic model (MIKE1D) describing river flows, (3) a catalogue of pre-run probabilistic inundation maps (MIKE SHE) and (4) a damage and loss model (CAPRA). The methodology was applied using continuous simulations to a 45-km reach of the Upper Koshi River, Nepal, to investigate the changes in breach and flood hazards and subsequent risks after 2 and 5 years of probable river bed aggradation. The study results indicated an increase in annual average loss of 4% per year driven by changes in loss distribution in the most frequent loss return periods (20–500 years). The use of continuous simulations and dike breach model also provided a more robust estimation of risk metrics as compared to traditional binary treatment of flood defence and/or the direct association of flow with loss return periods. The results were helpful to illustrate the potential impacts of dynamic river morphology, dike failure and continuous simulation and their significance when devising flood risk study methodologies.

Suggested Citation

  • J. Oliver & X. S. Qin & O. Larsen & M. Meadows & M. Fielding, 2018. "Probabilistic flood risk analysis considering morphological dynamics and dike failure," 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. 91(1), pages 287-307, March.
  • Handle: RePEc:spr:nathaz:v:91:y:2018:i:1:d:10.1007_s11069-017-3126-6
    DOI: 10.1007/s11069-017-3126-6
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    References listed on IDEAS

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    1. C. Velásquez & O. Cardona & M. Mora & L. Yamin & M. Carreño & A. Barbat, 2014. "Hybrid loss exceedance curve (HLEC) for disaster risk assessment," 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. 72(2), pages 455-479, June.
    2. Bruno Merz & Annegret Thieken, 2009. "Flood risk curves and uncertainty bounds," 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. 51(3), pages 437-458, December.
    3. H. Moel & J. Aerts, 2011. "Effect of uncertainty in land use, damage models and inundation depth on flood damage estimates," 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. 58(1), pages 407-425, July.
    4. Heiko Apel & Annegret Thieken & Bruno Merz & Günter Blöschl, 2006. "A Probabilistic Modelling System for Assessing Flood Risks," 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. 38(1), pages 79-100, May.
    5. E. Perera & A. Hiroe & D. Shrestha & K. Fukami & D. Basnyat & S. Gautam & A. Hasegawa & T. Uenoyama & S. Tanaka, 2015. "Community-based flood damage assessment approach for lower West Rapti River basin in Nepal under the impact of climate change," 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. 75(1), pages 669-699, January.
    6. Mabel Marulanda & Martha Carreño & Omar Cardona & Mario Ordaz & Alex Barbat, 2013. "Probabilistic earthquake risk assessment using CAPRA: application to the city of Barcelona, Spain," 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. 69(1), pages 59-84, October.
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    Keywords

    Aggradation; Flood risk; Dike failure; MIKE1D; MIKE SHE;
    All these keywords.

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