Data related to the manuscript "Bayesian Calibration and Validation of a Large-scale and Time-demanding Sediment Transport Model"
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下载链接：
https://zenodo.org/record/3576394
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资源简介：
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]
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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
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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
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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]
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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]
创建时间：
2020-07-30
