Vetenskap & teknik
Uncertainty Analysis in Rainfall-Runoff Modelling - Application of Machine Learning Techniques
Durga Lal Shrestha
Inbunden
3569:-
Uppskattad leveranstid 10-16 arbetsdagar
Fri frakt för medlemmar vid köp för minst 249:-
Andra format:
- Pocket/Paperback 1699:-
This book describes the use of machine learning techniques to build predictive models of uncertainty with application to hydrological models, focusing mainly on the development and testing of two different models. The first focuses on parameter uncertainty analysis by emulating the results of Monte Carlo simulation of hydrological models using efficient machine learning techniques. The second method aims at modelling uncertainty by building an ensemble of specialized machine learning models on the basis of past hydrological models performance. The book then demonstrates the capacity of machine learning techniques for building accurate and efficient predictive models of uncertainty.
- Format: Inbunden
- ISBN: 9781138424098
- Språk: Engelska
- Antal sidor: 222
- Utgivningsdatum: 2017-07-20
- Förlag: CRC Press