An autoregressive model with time-varying coefficients for wind fields
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 th...
| Published in: | Environmetrics |
|---|---|
| Main Authors: | , , |
| Format: | Article in Journal/Newspaper |
| Language: | English |
| Published: |
Wiley InterScience
2006
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| Subjects: | |
| Online Access: | https://archimer.ifremer.fr/doc/00000/1225/875.pdf https://doi.org/10.1002/env.753 https://archimer.ifremer.fr/doc/00000/1225/ |
| _version_ | 1828670802180964352 |
|---|---|
| author | Ailliot, Pierre Monbet, Valérie Prevosto, Marc |
| author_facet | Ailliot, Pierre Monbet, Valérie Prevosto, Marc |
| author_sort | Ailliot, Pierre |
| collection | Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) |
| container_issue | 2 |
| container_start_page | 107 |
| container_title | Environmetrics |
| container_volume | 17 |
| description | 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. |
| format | Article in Journal/Newspaper |
| genre | North Atlantic |
| genre_facet | North Atlantic |
| id | ftarchimer:oai:archimer.ifremer.fr:1225 |
| institution | Open Polar |
| language | English |
| op_collection_id | ftarchimer |
| op_container_end_page | 117 |
| op_doi | https://doi.org/10.1002/env.753 |
| op_relation | https://archimer.ifremer.fr/doc/00000/1225/875.pdf doi:10.1002/env.753 https://archimer.ifremer.fr/doc/00000/1225/ |
| op_rights | 2006 Wiley InterScience info:eu-repo/semantics/openAccess restricted use |
| op_source | Environmetrics (1180-4009) (Wiley InterScience), 2006-03 , Vol. 17 , N. 2 , P. 107-117 |
| publishDate | 2006 |
| publisher | Wiley InterScience |
| record_format | openpolar |
| spelling | ftarchimer:oai:archimer.ifremer.fr:1225 2025-04-06T15:00:06+00:00 An autoregressive model with time-varying coefficients for wind fields Ailliot, Pierre Monbet, Valérie Prevosto, Marc 2006-03 application/pdf https://archimer.ifremer.fr/doc/00000/1225/875.pdf https://doi.org/10.1002/env.753 https://archimer.ifremer.fr/doc/00000/1225/ eng eng Wiley InterScience https://archimer.ifremer.fr/doc/00000/1225/875.pdf doi:10.1002/env.753 https://archimer.ifremer.fr/doc/00000/1225/ 2006 Wiley InterScience info:eu-repo/semantics/openAccess restricted use Environmetrics (1180-4009) (Wiley InterScience), 2006-03 , Vol. 17 , N. 2 , P. 107-117 Markov switching autoregressive model Wind fields Space time model text Article info:eu-repo/semantics/article 2006 ftarchimer https://doi.org/10.1002/env.753 2025-03-13T05:23:14Z 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. Article in Journal/Newspaper North Atlantic Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) Environmetrics 17 2 107 117 |
| spellingShingle | Markov switching autoregressive model Wind fields Space time model Ailliot, Pierre Monbet, Valérie Prevosto, Marc An autoregressive model with time-varying coefficients for wind fields |
| title | An autoregressive model with time-varying coefficients for wind fields |
| title_full | An autoregressive model with time-varying coefficients for wind fields |
| title_fullStr | An autoregressive model with time-varying coefficients for wind fields |
| title_full_unstemmed | An autoregressive model with time-varying coefficients for wind fields |
| title_short | An autoregressive model with time-varying coefficients for wind fields |
| title_sort | autoregressive model with time-varying coefficients for wind fields |
| topic | Markov switching autoregressive model Wind fields Space time model |
| topic_facet | Markov switching autoregressive model Wind fields Space time model |
| url | https://archimer.ifremer.fr/doc/00000/1225/875.pdf https://doi.org/10.1002/env.753 https://archimer.ifremer.fr/doc/00000/1225/ |