Skip navigation
Skip navigation

Bayesian inference of uncertainties in precipitation-streamflow modeling in a snow affected catchment

Koskela, Jarkko J; Croke, Barry; Koivusalo, H.; Jakeman, Anthony; Kokkonen, T.

Description

Bayesian inference is used to study the effect of precipitation and model structural uncertainty on estimates of model parameters and confidence limits of predictive variables in a conceptual rainfall-runoff model in the snow-fed Rudbck catchment (142 ha) in southern Finland. The IHACRES model is coupled with a simple degree day model to account for snow accumulation and melt. The posterior probability distribution of the model parameters is sampled by using the Differential Evolution Adaptive...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Journal article
URI: http://hdl.handle.net/1885/69311
Source: Water Resources Research
DOI: 10.1029/2011WR011773

Download

File Description SizeFormat Image
01_Koskela_Bayesian_inference_of_2012.pdf1.43 MBAdobe PDF


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  20 July 2017/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator