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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
Categories: Mathematics
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
Assessment of Intraseasonal to Interannual Climate Prediction and Predictability
Language: en
Pages: 192
Authors: National Research Council
Categories: Science
Type: BOOK - Published: 2010-10-08 - Publisher: National Academies Press

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More accurate forecasts of climate conditions over time periods of weeks to a few years could help people plan agricultural activities, mitigate drought, and ma
Artificial Intelligence Methods in the Environmental Sciences
Language: en
Pages: 418
Authors: Sue Ellen Haupt
Categories: Science
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