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Predicting Storm Surges: Chaos, Computational Intelligence, Data Assimilation and Ensembles
Language: en
Pages: 239
Authors: Michael Siek
Categories: Science
Type: BOOK - Published: 2011-12-16 - Publisher: CRC Press

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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 phy
Deep Learning in Multi-step Prediction of Chaotic Dynamics
Language: en
Pages: 111
Authors: Matteo Sangiorgio
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Type: BOOK - Published: 2022-02-14 - Publisher: Springer Nature

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The book represents the first attempt to systematically deal with the use of deep neural networks to forecast chaotic time series. Differently from most of the
Statistical Postprocessing of Ensemble Forecasts
Language: en
Pages: 364
Authors: Stéphane Vannitsem
Categories: Science
Type: BOOK - Published: 2018-05-17 - Publisher: Elsevier

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Statistical Postprocessing of Ensemble Forecasts brings together chapters contributed by international subject-matter experts describing the current state of th
Flood Forecasting Using Machine Learning Methods
Language: en
Pages: 376
Authors: Fi-John Chang
Categories: Technology & Engineering
Type: BOOK - Published: 2019-02-28 - Publisher: MDPI

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Nowadays, the degree and scale of flood hazards has been massively increasing as a result of the changing climate, and large-scale floods jeopardize lives and p
Artificial Intelligence Methods in the Environmental Sciences
Language: en
Pages: 418
Authors: Sue Ellen Haupt
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Type: BOOK - Published: 2008-11-28 - Publisher: Springer Science & Business Media

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How can environmental scientists and engineers use the increasing amount of available data to enhance our understanding of planet Earth, its systems and process