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

Felix Beckers, Andrés Heredia, Markus Noack, Wolfgang Nowak, Silke Wieprecht, Sergey Oladyshkin

Research output: Contribution to journalArticlepeer-review

1 Scopus citations
Original languageEnglish
Article numbere2019WR026966
JournalWater Resources Research
Volume56
Issue number7
DOIs
StatePublished - 1 Jul 2020

Bibliographical note

Funding Information:
The authors would like to thank the German Research Foundation (DFG) for their financial support of the project through the Cluster of Excellence ?Data-Integrated Simulation Science? (EXC 2075) at the University of Stuttgart. The data used in this study were provided by the water authority Traunstein (WWA Traunstein) and the state government of Salzburg (ASL Salzburg).

Publisher Copyright:
©2020. The Authors.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

Keywords

  • arbitrary polynomial chaos expansion
  • Bayesian updating
  • Lower River Salzach
  • sediment transport modeling
  • surrogate model
  • uncertainty analysis

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