Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1726593 | Ocean Engineering | 2010 | 7 Pages |
Abstract
Changepoint analysis is used to detect changes in variability within GOMOS hindcast time-series for significant wave heights of storm peak events across the Gulf of Mexico for the period 1900–2005. To detect a change in variance, the two-step procedure consists of (1) validating model assumptions per geographic location, followed by (2) application of a penalized likelihood changepoint algorithm. Results suggest that the most important changes in time-series variance occur in 1916 and 1933 at small clusters of boundary locations at which, in general, the variance reduces. No post-war changepoints are detected. The changepoint procedure can be readily applied to other environmental time-series.
Related Topics
Physical Sciences and Engineering
Engineering
Ocean Engineering
Authors
Rebecca Killick, Idris A. Eckley, Kevin Ewans, Philip Jonathan,