4.5 Article

Quantifying the relative impact of hydrological and hydraulic modelling parameterizations on uncertainty of inundation maps

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TAYLOR & FRANCIS LTD
DOI: 10.1080/02626667.2019.1709640

关键词

Flood mapping; uncertainty; hydrologic modelling; hydraulic modelling

资金

  1. Italian Ministry of Education, University and Research (MIUR)
  2. Italian Institute for Environmental Protection and Research (ISPRA)

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Flood risk management strongly relies on inundation models for river basin zoning in flood-prone and risk-free areas. Floodplain zoning is significantly affected by the diverse and concurrent uncertainties that characterize the modelling chain used for producing inundation maps. In order to quantify the relative impact of the uncertainties linked to a lumped hydrological (rainfall-runoff) model and a FLO-2D hydraulic model, a Monte Carlo procedure is proposed in this work. The hydrological uncertainty is associated with the design rainfall estimation method, while the hydraulic model uncertainty is associated with roughness parameterization. This uncertainty analysis is tested on the case study of the Marta coastal catchment in Italy, by comparing the different frequency, extent and depth of inundation simulations associated with varying rainfall forcing and/or hydraulic model roughness realizations. The results suggest a significant predominance of the hydrological uncertainty with respect to the hydraulic one on the overall uncertainty associated with the simulated inundation maps.

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