Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine Learning T... (Bog, Paperback / softback, Engelsk)
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Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine Learning Techniques: UNESCO-IHE PhD Thesis

(Bog, Paperback / softback, Engelsk)
Forfatter: Durga Lal Shrestha
Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine Learning Techniques: UNESCO-IHE PhD Thesis
Forlag: Taylor & Francis Ltd

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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.

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Alle detaljer

Forlag Taylor & Francis Ltd
Forfatter Durga Lal Shrestha
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 15-01-2010
Første udgivelsesår 2010
Originalsprog United Kingdom
Sideantal 222
Indbinding Paperback / softback
Forlag Taylor & Francis Ltd
Sideoplysninger 222 pages
Mål 241 x 170 x 14
ISBN-13 / EAN-13 9780415565981