COMPREHENSIVE FRAMEWORK FOR HYDRODYNAMIC MODELLING AND PREDICTION OF SINGAPORE REGIONAL WATERS
TAY HUI XIN SERENE
TAY HUI XIN SERENE
Citations
Altmetric:
Alternative Title
Abstract
The main objective of the research presented in this thesis is to understand the hydrodynamics in Singapore regional waters and develop a comprehensive framework that involves both modelling and data assimilation approaches to effectively and efficiently deliver accurate hydrodynamic hindcast and forecast. In conclusion, separate modelling approaches are developed and implemented to cater for accurate hindcast and forecast computations, through better understanding of (i) tidal behaviour in the region through multiple domains modelling, (ii) non-tidal phenomenon, such as the seasonal water level variation in the Malacca Strait, (iii) uncertainty characterization of model prediction, and (iv) use of genetic programming as a model residual correction tool to improve model prediction in the forecasting mode.
Keywords
hydrodynamic, model, Singapore, Malacca Strait, tide
Source Title
Publisher
Series/Report No.
Collections
Rights
Date
2015-01-23
DOI
Type
Thesis