Predicting Storm Surges: Chaos, Computational Intelligence, Data Assimilation and Ensembles

UNESCO-IHE PhD Thesis

By: Michael Siek

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eText | 16 December 2011 | Edition Number 1

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Accurate predictions of storm surge are of importance in many coastal areas in the world to avoid and mitigate its destructive impacts. For this purpose the physically-based (process) numerical models are typically utilized. However, in data-rich cases, one may use data-driven methods aiming at reconstructing the internal patterns of the modelled p