Smith, Paul and Beven, Keith and Panziera, Luca and Germann, Urs (2012) Flash flood forecasting using Data-Based Mechanistic models and radar rainfall forecasts. In: Weather radar and hydrology :. IAHS Publication, 351 . International Association of Hydrological Sciences, Exeter, pp. 562-567. ISBN 9781907161261
Full text not available from this repository.Abstract
The parsimonious time series models used within the Data-Based Mechanistic (DBM) modelling framework have been shown to provide reliable accurate forecasts in many hydrological situations. In this work the DBM methodology is applied to forecast discharges during a flash flood in a small Alpine catchment. In comparison to previous work this catchment responds rapidly to rainfall. It is demonstrated, by example, that the use of a radar-derived ensemble quantitative precipitation forecast coupled to a DBM model allows the forecast horizon to be increased to a level useful for emergency response. A treatment of the predictive uncertainty in the resulting hydrological forecasts is discussed and illustrated.