Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine Learning Techniques: Unesco-Ihe PhD Thesis

ISBN-13: 9781138424098 / Angielski / Twarda / 2017

Durga Lal Shrestha

Opis

Describes the use of machine learning techniques to build predictive models of uncertainty with application to hydrological models, focusing on the development and testing of two different models. This book demonstrates the capacity of machine learning techniques for building accurate and efficient predictive models of uncertainty.

O autorze

Durga Lal Shrestha is a researcher in the Hydroinformatics and Knowledge Management Department of the UNESCO-IHE Institute for Water Education, Netherlands. He received his Masters degree in hydroinformatics from the UNESCO-IHE Institute for Water Education in 2002. His research interests include hydrological modelling, uncertainty analysis, global and evolutionary optimisation, machine learning techniques and their applications in water based systems.