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Scale‐aware space‐time stochastic parameterization of subgrid‐scale velocity enhancement of sea surface fluxes

Abstract:

Stochastic representation of the influence of the subgrid‐scales on the resolved scales in weather and climate models has been shown to improve ensemble spread and resolved variability. We propose a statistical scale‐aware space‐time model to characterize the contribution of mesoscale wind variability to air‐sea exchanges. In an earlier study, we analyzed the difference between “true” fluxes computed from a high resolution simulation and “resolved” fluxes obtained by coarse graining. This dis...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1029/2020ms002367

Authors


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Role:
Author
ORCID:
0000-0001-6407-2423
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Institution:
University of Oxford
Division:
MPLS
Department:
Physics
Sub department:
Atmos Ocean & Planet Physics
Oxford college:
Wadham College
Role:
Author
ORCID:
0000-0001-8244-0218
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Role:
Author
ORCID:
0000-0002-2735-2992
Publisher:
Wiley Publisher's website
Journal:
Journal of Advances in Modelling Earth Systems Journal website
Volume:
13
Issue:
4
Article number:
e2020MS002367
Publication date:
2021-02-22
Acceptance date:
2021-02-16
DOI:
EISSN:
1942-2466
Language:
English
Keywords:
Pubs id:
1163835
Local pid:
pubs:1163835
Deposit date:
2021-03-01

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