Improved global sea surface height and currents maps from remote sensing and in situ observations

International audience We present a new gridded sea surface height and current dataset produced by combining observations from nadir altimeters and drifting buoys. This product is based on a multiscale & multivariate mapping approach that offers the possibility to improve the physical content of...

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Main Authors: Ballarotta, Maxime, Ubelmann, Clément, Veillard, Pierre, Prandi, Pierre, Etienne, Hélène, Mulet, Sandrine, Faugère, Yannice, Dibarboure, Gérald, Morrow, Rosemary, Picot, Nicolas
Other Authors: Collecte Localisation Satellites (CLS), OceanNext, Centre National d'Études Spatiales Toulouse (CNES), Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2022
Subjects:
Online Access:https://hal.science/hal-04631712
https://hal.science/hal-04631712/document
https://hal.science/hal-04631712/file/essd-2022-181.pdf
https://doi.org/10.5194/essd-2022-181
id ftutoulouse3hal:oai:HAL:hal-04631712v1
record_format openpolar
institution Open Polar
collection Université Toulouse III - Paul Sabatier: HAL-UPS
op_collection_id ftutoulouse3hal
language English
topic [SDE]Environmental Sciences
spellingShingle [SDE]Environmental Sciences
Ballarotta, Maxime
Ubelmann, Clément
Veillard, Pierre
Prandi, Pierre
Etienne, Hélène
Mulet, Sandrine
Faugère, Yannice
Dibarboure, Gérald
Morrow, Rosemary
Picot, Nicolas
Improved global sea surface height and currents maps from remote sensing and in situ observations
topic_facet [SDE]Environmental Sciences
description International audience We present a new gridded sea surface height and current dataset produced by combining observations from nadir altimeters and drifting buoys. This product is based on a multiscale & multivariate mapping approach that offers the possibility to improve the physical content of gridded products by combining the data from various platforms and in resolving a broader spectrum of ocean surface dynamic than in the current operational mapping system. The dataset covers the entire global ocean and spans from 2016-07-01 to 2020-06-30. The multiscale approach decomposes the observed signal into different physical contributions. In the present study, we simultaneously estimate the mesoscale ocean circulations as well as part of the equatorial wave dynamics (e.g., tropical instability and Poincaré waves). The multivariate approach is able to exploit the geostrophic signature resulting from the synergy of altimetry and drifter observations. Sea level observations in Arctic leads are also used in the merging to improve the surface circulation in this poorly mapped region. A quality assessment of this new product is proposed against the DUACS operational product distributed in the Copernicus Marine Service. We show that the multiscale & multivariate mapping approach offers promising perspectives for reconstructing the ocean surface circulation: leads observations contribute to improve the coverage in delivering gap free maps in the Arctic; drifters observations help to refine the mapping in regions of intense dynamics where the temporal sampling must be accurate enough to properly map the rapid mesoscale dynamics; overall, the geostrophic circulation is better mapped in the new product, with mapping errors significantly reduced in regions of high variability and in the equatorial band; the effective resolution of this new product is hence between 5 % and 10 % finer than the Copernicus product.
author2 Collecte Localisation Satellites (CLS)
OceanNext
Centre National d'Études Spatiales Toulouse (CNES)
Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS)
Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)
format Article in Journal/Newspaper
author Ballarotta, Maxime
Ubelmann, Clément
Veillard, Pierre
Prandi, Pierre
Etienne, Hélène
Mulet, Sandrine
Faugère, Yannice
Dibarboure, Gérald
Morrow, Rosemary
Picot, Nicolas
author_facet Ballarotta, Maxime
Ubelmann, Clément
Veillard, Pierre
Prandi, Pierre
Etienne, Hélène
Mulet, Sandrine
Faugère, Yannice
Dibarboure, Gérald
Morrow, Rosemary
Picot, Nicolas
author_sort Ballarotta, Maxime
title Improved global sea surface height and currents maps from remote sensing and in situ observations
title_short Improved global sea surface height and currents maps from remote sensing and in situ observations
title_full Improved global sea surface height and currents maps from remote sensing and in situ observations
title_fullStr Improved global sea surface height and currents maps from remote sensing and in situ observations
title_full_unstemmed Improved global sea surface height and currents maps from remote sensing and in situ observations
title_sort improved global sea surface height and currents maps from remote sensing and in situ observations
publisher HAL CCSD
publishDate 2022
url https://hal.science/hal-04631712
https://hal.science/hal-04631712/document
https://hal.science/hal-04631712/file/essd-2022-181.pdf
https://doi.org/10.5194/essd-2022-181
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source EISSN: 1866-3591
Earth System Science Data : Papers in open discussion
https://hal.science/hal-04631712
Earth System Science Data : Papers in open discussion, 2022, ⟨10.5194/essd-2022-181⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/essd-2022-181
hal-04631712
https://hal.science/hal-04631712
https://hal.science/hal-04631712/document
https://hal.science/hal-04631712/file/essd-2022-181.pdf
doi:10.5194/essd-2022-181
op_rights http://creativecommons.org/licenses/by/
info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.5194/essd-2022-181
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spelling ftutoulouse3hal:oai:HAL:hal-04631712v1 2024-09-09T19:24:17+00:00 Improved global sea surface height and currents maps from remote sensing and in situ observations Ballarotta, Maxime Ubelmann, Clément Veillard, Pierre Prandi, Pierre Etienne, Hélène Mulet, Sandrine Faugère, Yannice Dibarboure, Gérald Morrow, Rosemary Picot, Nicolas Collecte Localisation Satellites (CLS) OceanNext Centre National d'Études Spatiales Toulouse (CNES) Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS) 2022-07-05 https://hal.science/hal-04631712 https://hal.science/hal-04631712/document https://hal.science/hal-04631712/file/essd-2022-181.pdf https://doi.org/10.5194/essd-2022-181 en eng HAL CCSD Copernicus Publications info:eu-repo/semantics/altIdentifier/doi/10.5194/essd-2022-181 hal-04631712 https://hal.science/hal-04631712 https://hal.science/hal-04631712/document https://hal.science/hal-04631712/file/essd-2022-181.pdf doi:10.5194/essd-2022-181 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess EISSN: 1866-3591 Earth System Science Data : Papers in open discussion https://hal.science/hal-04631712 Earth System Science Data : Papers in open discussion, 2022, ⟨10.5194/essd-2022-181⟩ [SDE]Environmental Sciences info:eu-repo/semantics/article Journal articles 2022 ftutoulouse3hal https://doi.org/10.5194/essd-2022-181 2024-07-11T04:20:31Z International audience We present a new gridded sea surface height and current dataset produced by combining observations from nadir altimeters and drifting buoys. This product is based on a multiscale & multivariate mapping approach that offers the possibility to improve the physical content of gridded products by combining the data from various platforms and in resolving a broader spectrum of ocean surface dynamic than in the current operational mapping system. The dataset covers the entire global ocean and spans from 2016-07-01 to 2020-06-30. The multiscale approach decomposes the observed signal into different physical contributions. In the present study, we simultaneously estimate the mesoscale ocean circulations as well as part of the equatorial wave dynamics (e.g., tropical instability and Poincaré waves). The multivariate approach is able to exploit the geostrophic signature resulting from the synergy of altimetry and drifter observations. Sea level observations in Arctic leads are also used in the merging to improve the surface circulation in this poorly mapped region. A quality assessment of this new product is proposed against the DUACS operational product distributed in the Copernicus Marine Service. We show that the multiscale & multivariate mapping approach offers promising perspectives for reconstructing the ocean surface circulation: leads observations contribute to improve the coverage in delivering gap free maps in the Arctic; drifters observations help to refine the mapping in regions of intense dynamics where the temporal sampling must be accurate enough to properly map the rapid mesoscale dynamics; overall, the geostrophic circulation is better mapped in the new product, with mapping errors significantly reduced in regions of high variability and in the equatorial band; the effective resolution of this new product is hence between 5 % and 10 % finer than the Copernicus product. Article in Journal/Newspaper Arctic Université Toulouse III - Paul Sabatier: HAL-UPS Arctic