Bayesian Calibration and Validation of a Large‐Scale and Time‐Demanding Sediment Transport Model

Author:

Beckers Felix1ORCID,Heredia Andrés123ORCID,Noack Markus14ORCID,Nowak Wolfgang2ORCID,Wieprecht Silke1ORCID,Oladyshkin Sergey2ORCID

Affiliation:

1. Institute for Modelling Hydraulic and Environmental Systems, Department of Hydraulic Engineering and Water Resources Management University of Stuttgart Stuttgart Germany

2. Institute for Modelling Hydraulic and Environmental Systems, Department of Stochastic Simulation and Safety Research for Hydrosystems, SC SimTech University of Stuttgart Stuttgart Germany

3. Faculty of Civil Engineering Universidad Politécnica Salesiana Quito Ecuador

4. Faculty of Architecture and Civil Engineering Karlsruhe University of Applied Science Karlsruhe Germany

Funder

Deutsche Forschungsgemeinschaft

Publisher

American Geophysical Union (AGU)

Subject

Water Science and Technology

Reference63 articles.

1. Sediment Transport: New Approach and Analysis

2. Aquaveo(2013).SMS user manual (v11.1) Surface‐water modeling System.

3. Beckers F. Heredia A. Noack M. Nowak W. Wieprecht S. &Oladyshkin S.(2019).Data related to the manuscript “Bayesian calibration and validation of a large‐scale and time‐demanding sediment transport model”. Zenodo Data set (Version 1) https://doi.org/10.5281/zenodo.3576395

4. Beckers F. Noack M. &Wieprecht S.(2016).Geschiebetransportmodellierung (GTM) Salzach und Saalach [Bed load transport modeling of the rivers Salzach and Saalach](08a/2015 and 08b/2015).Stuttgart: Institute for Modelling Hydraulic and Environmental Systems (IWS) Department of Hydraulic Engineering and Water Resources Management.

5. Uncertainty analysis of a 2D sediment transport model: an example of the Lower River Salzach

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