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

Name: Predicting Storm Surges: Chaos, Computational Intelligence, Data Assimilation and Ensembles
Brand: Taylor & Francis Ltd
SKU: 9781138475236
Price: 395.76 RON
Availability: InStock

Autor: SIEK

Limbă:

Legare: Copertă tare

Editura: Taylor & Francis Ltd

Disponibilitate: șansă 50%

Şanse de a obține acest titlu

395.76 lei

Accurate predictions of storm surge are of importance in many coastal areas in the world to avoid an...

Informații despre carte

Autor

SIEK

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2017

Pagini

200

EAN

9781138475236

ISBN

9781138475236

Enbook ID

18716934

Editura

Taylor & Francis Ltd

Greutate

600

Dimensiuni

174 x 246

Descriere completă

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 processes and relationships between the observed descriptive variables. This book focuses on data-driven modelling using methods of nonlinear dynamics and chaos theory. First, some fundamentals of physical oceanography, nonlinear dynamics and chaos, computational intelligence and European operational storm surge models are covered. After that a number of improvements in building chaotic models are presented: nonlinear time series analysis, multi-step prediction, phase space dimensionality reduction, techniques dealing with incomplete time series, phase error correction, finding true neighbours, optimization of chaotic model, data assimilation and multi-model ensemble prediction. The major case study is surge prediction in the North Sea, with some tests on a Caribbean Sea case. The modelling results showed that the enhanced predictive chaotic models can serve as an efficient tool for accurate and reliable short and mid-term predictions of storm surges in order to support decision-makers for flood prediction and ship navigation.

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

Cele mai căutate

Categories

Authors

Publishers

Produse

Produse

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

Informații despre carte

Descriere completă

S-ar putea să te intereseze

Clienții care au cumpărat această carte au mai cumpărat și