%0 Generic %A Bomers, Anouk %A van der Meulen, B. (Bas) %D 2019 %T Reconstructed data on the 1809 historic flood event of the Rhine river %U https://data.4tu.nl/articles/dataset/Reconstructed_data_on_the_1809_historic_flood_event_of_the_Rhine_river/12682661/1 %R 10.4121/uuid:2068ddc3-1726-4d9d-bbe7-37477767b220 %K 1D-2D coupled model %K Artificial Neural Network %K Flood reconstruction %K Historical bathymetry %K Land use classes %K Measured water levels %X In this study, the historic flood event of the Rhine river was reconstructed with the use of a hydraulic model. Therefore, the 1800 bathymetry as well as land use was reconstructed based on old maps. A 1D-2D coupled model was set-up which was used to create training data to set up an Artificial Neural Network. Measured water levels at Pannerden and Nijmegen were used to predict corresponding maximum discharge at Lobith %I 4TU.Centre for Research Data