Predicting storm surges chaos, computational intelligence, data assimilation and ensembles

• Main Author: Siek, Michael Baskara Laksana Adi
• Format: eBook
• Language: English; Dutch
• Published: [S.l.] : CRC Press/Balkema Publishers, 2011.
• Subjects: Storm surges > Methodology.; elektronické knihy; electronic books
• ISBN: 9781466553484
• Physical Description: 213 p. : ill. (some col.), maps (some col.).

Table of Contents:

• ch. 1. Introduction
• ch. 2. Case study
• ch. 3. Storm surge modeling
• ch. 4. Computational intelligence
• ch. 5. Nonlinear dynamics and chaos theory
• ch. 6. Building predictive chaotic model
• ch. 7. Enhancements : resolving issues of high dimensionality, phase errors, incompleteness and false neighbors
• ch. 8. Computational intelligence in identifying optimal predictive chaotic model
• ch. 9. Real-time data assimilation using narx neural network
• ch. 10. Ensemble model prediction
• ch. 11. Conclusions and recommendations.