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Data related to the manuscript 'Bayesian Calibration and Validation of a Large-scale and Time-demanding Sediment Transport Model'

1) Riverbed_Elevation_Measurements.txt Description: Measured riverbed geometry of available years Columns: Node ID, Easting [m], Northig [m], Elevation 2002 [m asl], Elevation 2005 [m asl], Elevation 2010 [m asl], Elevation 2013 [m asl] ---------------------------------------------------------------------------------------------------------------------------- 2) Hydro_FT_2D_manual.txt Description: Simulation results of the manually calibrated full model Columns: Node ID, Easting [m], Northig [m], Elevation 2005 [m asl], Elevation 2010 [m asl], Elevation 2013 [m asl] 3.1) Hydro_FT_2D_CollocationPointBase.txt Description: Parameter combinations of the collocation point base for each of the 20 simulations conducted with the full model to construct the surrogate Rows: Critical Shields parameter, Grain Roughness, Grain Size distribution 3.2) Hydro_FT_2D_CollocationResults.txt Description: Simulation results of the 20 simulations conducted with the full model at the collocation points Columns: Node ID, Easting [m], Northig [m], Elevations 2005 [m asl] of simulation 1 through 20, Node ID, Easting [m asl], Northig [m asl], Elevations 2010 [m asl] of simulation 1 through 20, Node ID, Easting [m asl], Northig [m asl], Elevations 2013 [m asl] of simulation 1 through 20 ---------------------------------------------------------------------------------------------------------------------------- 4.1) aPC_MC_N_Combinations_Weights_prior.txt Description: ID of prior MC runs with tested parameter combinations and corresponding importance weights Rows: ID of MC runs, Critical Shields parameter, Grain Roughness, Grain Size distribution, importance weights 4.2) aPC_MC_2005_prior.txt Description: aPC surrogate results of prior MC runs for 2005 Columns: Node ID, Easting [m], Northig [m], Elevations 2005 [m asl] of MC run 1 through 100,000 4.3) aPC_MC_2010_prior.txt Description: aPC surrogate results of prior MC runs for 2010 Columns: Node ID, Easting [m], Northig [m], Elevations 2010 [m asl] of MC run 1 through 100,000 4.4) aPC_MC_2013_prior.txt Description: aPC surrogate results of prior MC runs for 2013 Columns: Node ID, Easting [m], Northig [m], Elevations 2013 [m asl] of MC run 1 through 100,000 4.5) aPC_MC_N_Combinations_Weights_posterior.txt Description: ID of accepted (posterior) MC runs with tested parameter combinations and corresponding importance weights Rows: ID of accepted MC runs, Critical Shields parameter, Grain Roughness, Grain Size distribution, importance weights 4.6) aPC_MC_2005_posterior.txt Description: aPC surrogate results of posterior MC runs for 2005 Columns: Node ID, Easting [m], Northig [m], Elevations 2005 [m asl] of accepted MC run 1 through 857 4.7) aPC_MC_2010_posterior.txt Description: aPC surrogate results of posterior MC runs for 2010 Columns: Node ID, Easting [m], Northig [m], Elevations 2010 [m asl] of accepted MC run 1 through 857 4.8) aPC_MC_2013_posterior.txt Description: aPC surrogate results of posterior MC runs for 2013 Columns: Node ID, Easting [m], Northig [m], Elevation 2013 [m asl] of accepted MC run 1 through 857 ---------------------------------------------------------------------------------------------------------------------------- 5) aPC_MAP.txt Description: Simulation results conducted with the stochastically calibrated aPC surrogate model using the MAP parameter combination Columns: Node ID, Easting [m], Northig [m], Elevation 2005 [m asl], Elevation 2010 [m asl], Elevation 2013 [m asl] 6) Hydro_FT_2D_MAP.txt Description: Simulation results conducted with the stochastically calibrated full model using the MAP parameter combination Columns: Node ID, Easting [m], Northig [m], Elevation 2005 [m asl], Elevation 2010 [m asl], Elevation 2013 [m asl] ---------------------------------------------------------------------------------------------------------------------------- 7) dz.txt Description: Riverbed Evolution for all nodes in the section of interest (n=1138) obtained with differently calibrated models for all considered time periods Columns: Node ID, Easting [m asl], Northig [m asl], aPC_prior 2005 [m], aPC_posterior 2005 [m], aPC_MAP 2005 [m], Hydro_FT-2D_MAP 2005 [m], Hydro_FT-2D_manual 2005 [m], aPC_prior 2010 [m], aPC_posterior 2010 [m], aPC_MAP 2010 [m], Hydro_FT-2D_MAP 2010 [m], Hydro_FT-2D_manual 2010 [m], aPC_prior 2013 [m], aPC_posterior 2013 [m], aPC_MAP 2013 [m], Hydro_FT-2D_MAP 2013 [m], Hydro_FT-2D_manual 2013 [m] 8) dz_CalibrationNodes.txt Description: Riverbed Evolution for calibration nodes (n=204) obtained with differently calibrated models for all considered time periods Columns: Node ID, Easting [m asl], Northig [m asl], aPC_prior 2005 [m], aPC_posterior 2005 [m], aPC_MAP 2005 [m], Hydro_FT-2D_MAP 2005 [m], Hydro_FT-2D_manual 2005 [m], aPC_prior 2010 [m], aPC_posterior 2010 [m], aPC_MAP 2010 [m], Hydro_FT-2D_MAP 2010 [m], Hydro_FT-2D_manual 2010 [m], aPC_prior 2013 [m], aPC_posterior 2013 [m], aPC_MAP 2013 [m], Hydro_FT-2D_MAP 2013 [m], Hydro_FT-2D_manual 2013 [m]  

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