Uncertainty analysis in rainfall-runoff modelling - application of machine learning techniques: unesco-ihe phd thesis
Auteur :
Shrestha, Durga Lal
Éditeur :
Taylor & Francis Ltd
ISBN :
9781138424098
Date de publication :
20 juil. 2017
Dimensions :
24,6 x 17,4 cm
Poids :
453 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Describes the use of machine learning techniques to build predictive models of uncertainty for hydrological applications, developing two methods—one that emulates Monte Carlo simulation results for parameter uncertainty analysis and another that creates specialized machine learning model ensembles based on past hydrological model performance.