Time series modeling of significant wave height in multiple scales, combining various sources of data

Stefanakos, ChN; Athanassoulis, GA; Barstow, SF

dc.contributor.author	Stefanakos, ChN	en
dc.contributor.author	Athanassoulis, GA	en
dc.contributor.author	Barstow, SF	en
dc.date.accessioned	2014-03-01T01:25:24Z
dc.date.available	2014-03-01T01:25:24Z
dc.date.issued	2006	en
dc.identifier.issn	0148-0227	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/17651
dc.subject	Multiple Scales	en
dc.subject	Significant Wave Height	en
dc.subject	Time Series Model	en
dc.subject.classification	Oceanography	en
dc.subject.other	Mathematical models	en
dc.subject.other	Random processes	en
dc.subject.other	Statistical methods	en
dc.subject.other	Time series analysis	en
dc.subject.other	Water waves	en
dc.subject.other	numerical model	en
dc.subject.other	ocean wave	en
dc.subject.other	significant wave height	en
dc.subject.other	stochasticity	en
dc.subject.other	time series analysis	en
dc.subject.other	wave modeling	en
dc.title	Time series modeling of significant wave height in multiple scales, combining various sources of data	en
heal.type	journalArticle	en
heal.identifier.primary	10.1029/2005JC003020	en
heal.identifier.secondary	http://dx.doi.org/10.1029/2005JC003020	en
heal.identifier.secondary	C10001	en
heal.language	English	en
heal.publicationDate	2006	en
heal.abstract	In the present paper, a composite stochastic model is formulated and validated, resolving the state-by-state, seasonal and interannual variabilities of HS. The model is a combination of two cyclostationary random processes modeling the variability of mean monthly values and mean monthly standard deviations, respectively, and of a stationary random process modeling the residual, state-by-state, variability. In this way, the time series of significant wave height is given the structure of a multiple-scale composite stochastic process. The present model is a generalization of the nonstationary stochastic modeling introduced by the authors in previous works. Copyright 2006 by the American Geophysical Union.	en
heal.publisher	AMER GEOPHYSICAL UNION	en
heal.journalName	Journal of Geophysical Research C: Oceans	en
dc.identifier.doi	10.1029/2005JC003020	en
dc.identifier.isi	ISI:000241119900001	en
dc.identifier.volume	111	en
dc.identifier.issue	10	en