A robust empirical seasonal prediction of winter NAO and surface climate
A key determinant of winter weather and climate in Europe and North America is the North Atlantic Oscillation (NAO), the dominant mode of atmospheric variability in the Atlantic domain. Skilful seasonal forecasting of the surface climate in both Europe and North America is reflected largely in how a...
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ftdatacite:10.7916/d8vh5tkd 2023-05-15T17:30:20+02:00 A robust empirical seasonal prediction of winter NAO and surface climate Wang, L. Ting, Mingfang Kushner, P. J. 2017 https://dx.doi.org/10.7916/d8vh5tkd https://academiccommons.columbia.edu/doi/10.7916/D8VH5TKD unknown Columbia University https://dx.doi.org/10.1038/s41598-017-00353-y Climatology Winter North Atlantic oscillation Meteorology Text Articles article-journal ScholarlyArticle 2017 ftdatacite https://doi.org/10.7916/d8vh5tkd https://doi.org/10.1038/s41598-017-00353-y 2021-11-05T12:55:41Z A key determinant of winter weather and climate in Europe and North America is the North Atlantic Oscillation (NAO), the dominant mode of atmospheric variability in the Atlantic domain. Skilful seasonal forecasting of the surface climate in both Europe and North America is reflected largely in how accurately models can predict the NAO. Most dynamical models, however, have limited skill in seasonal forecasts of the winter NAO. A new empirical model is proposed for the seasonal forecast of the winter NAO that exhibits higher skill than current dynamical models. The empirical model provides robust and skilful prediction of the December-January-February (DJF) mean NAO index using a multiple linear regression (MLR) technique with autumn conditions of sea-ice concentration, stratospheric circulation, and sea-surface temperature. The predictability is, for the most part, derived from the relatively long persistence of sea ice in the autumn. The lower stratospheric circulation and sea-surface temperature appear to play more indirect roles through a series of feedbacks among systems driving NAO evolution. This MLR model also provides skilful seasonal outlooks of winter surface temperature and precipitation over many regions of Eurasia and eastern North America. Text North Atlantic North Atlantic oscillation Sea ice DataCite Metadata Store (German National Library of Science and Technology) |
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Climatology Winter North Atlantic oscillation Meteorology |
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Climatology Winter North Atlantic oscillation Meteorology Wang, L. Ting, Mingfang Kushner, P. J. A robust empirical seasonal prediction of winter NAO and surface climate |
topic_facet |
Climatology Winter North Atlantic oscillation Meteorology |
description |
A key determinant of winter weather and climate in Europe and North America is the North Atlantic Oscillation (NAO), the dominant mode of atmospheric variability in the Atlantic domain. Skilful seasonal forecasting of the surface climate in both Europe and North America is reflected largely in how accurately models can predict the NAO. Most dynamical models, however, have limited skill in seasonal forecasts of the winter NAO. A new empirical model is proposed for the seasonal forecast of the winter NAO that exhibits higher skill than current dynamical models. The empirical model provides robust and skilful prediction of the December-January-February (DJF) mean NAO index using a multiple linear regression (MLR) technique with autumn conditions of sea-ice concentration, stratospheric circulation, and sea-surface temperature. The predictability is, for the most part, derived from the relatively long persistence of sea ice in the autumn. The lower stratospheric circulation and sea-surface temperature appear to play more indirect roles through a series of feedbacks among systems driving NAO evolution. This MLR model also provides skilful seasonal outlooks of winter surface temperature and precipitation over many regions of Eurasia and eastern North America. |
format |
Text |
author |
Wang, L. Ting, Mingfang Kushner, P. J. |
author_facet |
Wang, L. Ting, Mingfang Kushner, P. J. |
author_sort |
Wang, L. |
title |
A robust empirical seasonal prediction of winter NAO and surface climate |
title_short |
A robust empirical seasonal prediction of winter NAO and surface climate |
title_full |
A robust empirical seasonal prediction of winter NAO and surface climate |
title_fullStr |
A robust empirical seasonal prediction of winter NAO and surface climate |
title_full_unstemmed |
A robust empirical seasonal prediction of winter NAO and surface climate |
title_sort |
robust empirical seasonal prediction of winter nao and surface climate |
publisher |
Columbia University |
publishDate |
2017 |
url |
https://dx.doi.org/10.7916/d8vh5tkd https://academiccommons.columbia.edu/doi/10.7916/D8VH5TKD |
genre |
North Atlantic North Atlantic oscillation Sea ice |
genre_facet |
North Atlantic North Atlantic oscillation Sea ice |
op_relation |
https://dx.doi.org/10.1038/s41598-017-00353-y |
op_doi |
https://doi.org/10.7916/d8vh5tkd https://doi.org/10.1038/s41598-017-00353-y |
_version_ |
1766126683487731712 |