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The paucity of the historical record confounds the efficient probabilistic characterization of storm surge hazards. This book presents efficient parametric and nonparametric simulation techniques for evaluating the frequency-of-occurrence of storm surge hazards under stationary and non-stationary climate scenarios. Given the prohibitive computational requirements of state-of-the-art basin-scale hydrodynamic simulations, the effective implementation of a stochastic simulation framework requires the introduction of a new paradigm: optimal function recovery, rather than repeated direct hydrodynamic simulations, via sparse grid-supported multivariate regression functions. The methods presented in the book are directly applicable to other multi-parameter hazards such as earthquakes and riverine floods.
- Format: Pocket/Paperback
- ISBN: 9783844302776
- Språk: Engelska
- Antal sidor: 152
- Utgivningsdatum: 2011-02-07
- Förlag: LAP Lambert Academic Publishing