| Type |
Article |
| Date |
2006-03 |
| Language |
English |
| Author(s) |
Ailliot Pierre1, Monbet Valérie1, 2, Prevosto Marc 2 |
| Affiliation(s) |
1 : Univ S Brittany, ABRES, CERYC, Dept Appl Stat, F-56017 Vannes, France.
2 : IFREMER, DCB, ERT, HO,Hydrodynam & Metocean, F-29280 Plouzane, France. |
| Source |
Environmetrics (1180-4009) (Wiley InterScience), 2006-03 , Vol. 17 , N. 2 , P. 107-117 |
| DOI |
10.1002/env.753 |
| WOS© Times Cited |
45 |
| Keyword(s) |
Markov switching autoregressive model, Wind fields, Space time model |
| Abstract |
In this article, an original Markov-switching autoregressive model is proposed to describe the space-time evolution of wind fields. At first, a non-observable process is introduced in order to model the motion of the meteorological structures. Then, conditionally to this process, the evolution of the wind fields is described using autoregressive models with time-varying coefficients. The proposed model is calibrated and validated on data ill the North Atlantic. |
| Full Text |
| File |
Pages |
Size |
Access |
| publication-1225.pdf |
16 |
484 KB |
Open access |
|
