Uncertainty estimation in hydrodynamic modeling using Bayesian techniques

Uncertainty estimation in hydrodynamic modeling using Bayesian techniques

ABSTRACT Uncertainty estimation analysis has emerged as a fundamental study to understand the effects of errors inherent to hydrodynamic modeling processes, of aleatory and epistemic nature, due to input data such as discharge, topography and bathymetry, to the structure and parameterization of the...

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Bibliographic Details
Main Authors: Viviane Borda Pinheiro, Mauro Naghettini, Luiz Rafael Palmier
Format: Article
Language:English
Published: Associação Brasileira de Recursos Hídricos 2019-10-01
Series:Revista Brasileira de Recursos Hídricos
Subjects:
Uncertainty estimation
Hydrodynamic models
Bayesian inference
Markov chain Monte Carlo simulation
Probabilistic flood inundation maps
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2318-03312019000100238&tlng=en

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http://www.scielo.br/scielo.php?script=sci_arttext&pid=S2318-03312019000100238&tlng=en

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