%0 Journal Article %1 Monbet.Ailliot.ea2007 %A Monbet, J. %A Ailliot, P. %A Prevosto, M. %D 2007 %J Probabilistic Engineering Mechanics %K Model, Non Prediction, Reconstruction, Sea Simulation, Wind linear series, state, time %N 2 %T Survey of Stochastic Models for Wind and Sea State Time Series %V 22 %X The knowledge of sea state and wind conditions is of central importance for many offshore and nearshore operations. In this paper, we make a complete survey of stochastic models for sea state and wind time series. We begin with methods based on Gaussian processes, then non-parametric resampling methods for time series are introduced followed by various parametric models. We also propose an original statistical method, based on Monte Carlo goodness-of-fit tests, for model validation and comparison and this method is illustrated on an example of multivariate sea state time series

@article{Monbet.Ailliot.ea2007, abstract = {The knowledge of sea state and wind conditions is of central importance for many offshore and nearshore operations. In this paper, we make a complete survey of stochastic models for sea state and wind time series. We begin with methods based on Gaussian processes, then non-parametric resampling methods for time series are introduced followed by various parametric models. We also propose an original statistical method, based on Monte Carlo goodness-of-fit tests, for model validation and comparison and this method is illustrated on an example of multivariate sea state time series}, added-at = {2011-09-01T13:26:03.000+0200}, author = {Monbet, J. and Ailliot, P. and Prevosto, M.}, biburl = {https://www.bibsonomy.org/bibtex/2a44c3fdc641056b9f1918323b1cbfef3/procomun}, file = {Monbet.Ailliot.ea2007.pdf:Monbet.Ailliot.ea2007.pdf:PDF}, interhash = {6288cd0f437318c5f202b4d6cf9588de}, intrahash = {a44c3fdc641056b9f1918323b1cbfef3}, journal = {Probabilistic Engineering Mechanics}, keywords = {Model, Non Prediction, Reconstruction, Sea Simulation, Wind linear series, state, time}, number = 2, owner = {oscar}, refid = {Monbet.Ailliot.ea2007}, timestamp = {2011-09-02T08:25:25.000+0200}, title = {Survey of Stochastic Models for Wind and Sea State Time Series}, volume = 22, year = 2007 }