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

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

UNESCO-IHE PhD Thesis

Data science and analysis: general Oceanography (seas and oceans) Machine learning

Author: Michael Siek

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Language: English

Published by: CRC Press

Published on: 16th December 2011

Format: LCP-protected ePub

ISBN: 9781040195406


Accurate Predictions of Storm Surge

Accurate predictions of storm surge are of importance in many coastal areas in the world to avoid and mitigate its destructive impacts.

Modeling Approaches

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

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