Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020

BRAN2020 (2020 version of the Bluelink ReANalysis) is an ocean reanalysis that combines observations with an eddy-resolving, near-global ocean general circulation model to produce a four-dimensional estimate of the ocean state. The data assimilation system employed is ensemble optimal interpolation,...

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Published in:Earth System Science Data
Main Authors: M. A. Chamberlain, P. R. Oke, R. A. S. Fiedler, H. M. Beggs, G. B. Brassington, P. Divakaran
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2021
Subjects:
Online Access:https://doi.org/10.5194/essd-13-5663-2021
https://doaj.org/article/ef1a2bd3bc134062afbec695f08bc7de
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spelling ftdoajarticles:oai:doaj.org/article:ef1a2bd3bc134062afbec695f08bc7de 2023-05-15T18:18:47+02:00 Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020 M. A. Chamberlain P. R. Oke R. A. S. Fiedler H. M. Beggs G. B. Brassington P. Divakaran 2021-12-01T00:00:00Z https://doi.org/10.5194/essd-13-5663-2021 https://doaj.org/article/ef1a2bd3bc134062afbec695f08bc7de EN eng Copernicus Publications https://essd.copernicus.org/articles/13/5663/2021/essd-13-5663-2021.pdf https://doaj.org/toc/1866-3508 https://doaj.org/toc/1866-3516 doi:10.5194/essd-13-5663-2021 1866-3508 1866-3516 https://doaj.org/article/ef1a2bd3bc134062afbec695f08bc7de Earth System Science Data, Vol 13, Pp 5663-5688 (2021) Environmental sciences GE1-350 Geology QE1-996.5 article 2021 ftdoajarticles https://doi.org/10.5194/essd-13-5663-2021 2022-12-31T07:44:56Z BRAN2020 (2020 version of the Bluelink ReANalysis) is an ocean reanalysis that combines observations with an eddy-resolving, near-global ocean general circulation model to produce a four-dimensional estimate of the ocean state. The data assimilation system employed is ensemble optimal interpolation, implemented with a new multiscale approach that constrains the broad-scale ocean properties and the mesoscale circulation in two steps. There is a separation in the scales that are corrected in the two steps: the high-resolution step corrects the mesoscale dynamics in the same way as previous versions of BRAN, while the extra coarse step is effective at correcting biases that develop at large scales. The reanalysis currently spans January 1993 to December 2019 and assimilates observations of in situ temperature and salinity, as well as of satellite sea-level anomaly and sea surface temperature. BRAN2020 is planned to be updated to within months of real time after this initial release, until an updated version of BRAN is available. Reanalysed fields from BRAN2020 generally show much closer agreement to observations than all previous versions with misfits between reanalysed and observed fields reduced by over 30 % for some variables, for subsurface temperature and salinity in particular. The BRAN2020 dataset is comprised of daily averaged fields of temperature, salinity, velocity, mixed-layer depth and sea level. Reanalysed fields realistically represent all of the major current systems within 75 ∘ S and 75 ∘ N, excluding processes relating to sea ice but including boundary currents, equatorial circulation, Southern Ocean variability and mesoscale eddies. BRAN2020 is publicly available at https://doi.org/10.25914/6009627c7af03 ( Chamberlain et al. , 2021 b ) and is intended for use by the research community. Article in Journal/Newspaper Sea ice Southern Ocean Directory of Open Access Journals: DOAJ Articles Southern Ocean Earth System Science Data 13 12 5663 5688
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Environmental sciences
GE1-350
Geology
QE1-996.5
spellingShingle Environmental sciences
GE1-350
Geology
QE1-996.5
M. A. Chamberlain
P. R. Oke
R. A. S. Fiedler
H. M. Beggs
G. B. Brassington
P. Divakaran
Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020
topic_facet Environmental sciences
GE1-350
Geology
QE1-996.5
description BRAN2020 (2020 version of the Bluelink ReANalysis) is an ocean reanalysis that combines observations with an eddy-resolving, near-global ocean general circulation model to produce a four-dimensional estimate of the ocean state. The data assimilation system employed is ensemble optimal interpolation, implemented with a new multiscale approach that constrains the broad-scale ocean properties and the mesoscale circulation in two steps. There is a separation in the scales that are corrected in the two steps: the high-resolution step corrects the mesoscale dynamics in the same way as previous versions of BRAN, while the extra coarse step is effective at correcting biases that develop at large scales. The reanalysis currently spans January 1993 to December 2019 and assimilates observations of in situ temperature and salinity, as well as of satellite sea-level anomaly and sea surface temperature. BRAN2020 is planned to be updated to within months of real time after this initial release, until an updated version of BRAN is available. Reanalysed fields from BRAN2020 generally show much closer agreement to observations than all previous versions with misfits between reanalysed and observed fields reduced by over 30 % for some variables, for subsurface temperature and salinity in particular. The BRAN2020 dataset is comprised of daily averaged fields of temperature, salinity, velocity, mixed-layer depth and sea level. Reanalysed fields realistically represent all of the major current systems within 75 ∘ S and 75 ∘ N, excluding processes relating to sea ice but including boundary currents, equatorial circulation, Southern Ocean variability and mesoscale eddies. BRAN2020 is publicly available at https://doi.org/10.25914/6009627c7af03 ( Chamberlain et al. , 2021 b ) and is intended for use by the research community.
format Article in Journal/Newspaper
author M. A. Chamberlain
P. R. Oke
R. A. S. Fiedler
H. M. Beggs
G. B. Brassington
P. Divakaran
author_facet M. A. Chamberlain
P. R. Oke
R. A. S. Fiedler
H. M. Beggs
G. B. Brassington
P. Divakaran
author_sort M. A. Chamberlain
title Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020
title_short Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020
title_full Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020
title_fullStr Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020
title_full_unstemmed Next generation of Bluelink ocean reanalysis with multiscale data assimilation: BRAN2020
title_sort next generation of bluelink ocean reanalysis with multiscale data assimilation: bran2020
publisher Copernicus Publications
publishDate 2021
url https://doi.org/10.5194/essd-13-5663-2021
https://doaj.org/article/ef1a2bd3bc134062afbec695f08bc7de
geographic Southern Ocean
geographic_facet Southern Ocean
genre Sea ice
Southern Ocean
genre_facet Sea ice
Southern Ocean
op_source Earth System Science Data, Vol 13, Pp 5663-5688 (2021)
op_relation https://essd.copernicus.org/articles/13/5663/2021/essd-13-5663-2021.pdf
https://doaj.org/toc/1866-3508
https://doaj.org/toc/1866-3516
doi:10.5194/essd-13-5663-2021
1866-3508
1866-3516
https://doaj.org/article/ef1a2bd3bc134062afbec695f08bc7de
op_doi https://doi.org/10.5194/essd-13-5663-2021
container_title Earth System Science Data
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container_issue 12
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