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TOEddies Global Mesoscale Eddy Atlas Colocated with Argo Float Profiles

This dataset contains mesoscale eddies from the Ocean Eddy Detection and Tracking Algorithms (TOEddies) Atlas colocated with Argo profiling floats. Applied to daily gridded maps of satellite Absolute Dynamic Topography, TOEddies provides information on eddy dynamical characteristics (e.g., size and intensity) over a 30+ year period (1993–2023) and identifies complex eddy-eddy interactions that lead to eddy splitting and merging. Furthermore, these eddies are combined with 23 years of Argo profile co-located measurements (2000–2023), enabling investigation into the signature of eddies and their impact in the ocean interior. This dataset contains eddies detected across the entire geographical area covered by altimetric maps. Special caution is advised for studies focusing on eddies near the equator, where geostrophic balance breaks down, and at high latitudes, where the small Rossby radius limits detection capabilities in 1/4° altimetric fields.

TOEddies, based on the method proposed and developed by Chaigneau et al. (2008, 2011) and Pegliasco et al. (2018), was first presented in Laxenaire et al. (2018) when applied to the South Atlantic Ocean. To date, approximately 20 peer-reviewed publications have employed the TOEddies algorithm (see Ioannou et al., Preprint 2024 for a recent list of some of them). Notably, mesoscale eddies from TOEddies, following Chaigneau et al. (2011), have been colocated with Argo floats, facilitating, for example, the identification of the transition from surface to subsurface intensified eddies (Laxenaire et al., 2019), the estimation of heat transport by eddies (Laxenaire et al., 2020), and the study of the impact of mesoscale eddies on Deep Chlorophyll Maxima with BGC Argo floats (Cornec et al., 2021).

The V1 version of this dataset is described in detail in the appendix of Ioannou et al. (Preprint 2024) and compared to other eddy detection datasets in the core text of Ioannou et al. (Preprint 2024).

Input Fields =>

Satellite Altimetry: Daily all-satellite sea surface height fields produced by Copernicus Marine Service (https://marine.copernicus.eu/fr). This multi-satellite product integrates data from all available satellites at a given time and is projected onto a fixed grid with a resolution of 0.25°, covering the global ocean (version: cmems_obs-sl_glo_phy-ssh_my_allsat-l4-duacs-0.25deg_P1D, DOI:10.48670/moi-00148).

Argo Floats: Argo float profile data and positions were retrieved from the Ifremer FTP (Argo, 2024; DOI:10.17882/42182).

See Detection eddies repository for technical guidance on this dataset.

Simple

Date (Publication)
2024-10
Date (Revision)
2026-03-12
Other citation details
Laxenaire Rémi, Guez Lionel, Chaigneau Alexis, Isic Mevludin, Ioannou Artemis, Speich Sabrina (2024). TOEddies Global Mesoscale Eddy Atlas Colocated with Argo Float Profiles. SEANOE. https://doi.org/10.17882/102877
Credit
The production of this dataset was supported by the TRIATLAS project, which has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement No 817578, with additional support from CNES (the French National Center for Space Studies) through the TOEddies and EUREC4A-OA proposals.
Author
  Laboratoire de l’Atmosphère et des Cyclones (LACy, UMR 8105 CNRS, Université de la Réunion, Météo-France), Université de La Réunion, Saint-Denis de la Réunion, France Center for Ocean-Atmospheric Prediction Studies, Florida State University, Tallahassee, FL, USA - Laxenaire Rémi
Author
  Ecole Normale Supérieure, Laboratoire de Météorologie Dynamique, LMD-IPSL, Paris, France - Guez Lionel
Author
  Université de Toulouse, LEGOS (CNES/CNRS/IRD/UT3), Toulouse, France - Chaigneau Alexis
Author
  Isic Mevludin
Author
  Ecole Normale Supérieure, Laboratoire de Météorologie Dynamique, LMD-IPSL, Paris, France - Ioannou Artemis
Author
  Ecole Normale Supérieure, Laboratoire de Météorologie Dynamique, LMD-IPSL, Paris, France Ecole Normale Supérieure ENS-PSL, Paris, France - Speich Sabrina
Publisher
  SEANOE
Theme
  • mesoscale eddies
  • remote sensing
  • satellite altimetry
  • Argo profiles
  • eddy tracking methods
  • subsurface oceanic signal
  • eddy-eddy interactions
  • merging-splitting events
  • coherent eddies
  • eddy networks
  • Physical oceanography
project
  • H2020 TRIATLAS (Agreement: 817578)
SeaDataNet Parameter Disciplines
  • Physical oceanography
Use limitation
CC-BY-NC (Creative Commons - Attribution, No commercial usage)
Use constraints
Other restrictions
Date (Publication)
2026
Publisher
  Copernicus GmbH
Author
  Font Estel
Author
  Portela Esther
Author
  Swart Sebastiaan
Author
  Pinto-Juica Mauro
Author
  Queste Bastien Y.
Unique resource identifier
10.5194/os-22-387-2026
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2026
Publisher
  European Geosciences Union (EGU)
Author
  Font Estel
Author
  Portela Rodriguez Esther
Author
  Swart Sebastiaan
Author
  Pinto-Juica Mauro
Author
  Queste Bastien Y.
Unique resource identifier
10.5194/egusphere-2025-3782
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2025
Publisher
  Copernicus GmbH
Author
  Accardo Alexandre
Author
  Laxenaire Rémi
Author
  Baudena Alberto
Author
  Speich Sabrina
Author
  Kiko Rainer
Author
  Stemmann Lars
Unique resource identifier
10.5194/bg-22-1183-2025
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2025
Publisher
  Copernicus GmbH
Author
  Font Estel
Author
  Portela Esther
Author
  Swart Sebastiaan
Author
  Pinto-Juica Mauro
Author
  Queste Bastien Y.
Unique resource identifier
10.5194/egusphere-2025-3782
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2024
Publisher
  MDPI AG
Author
  Ioannou Artemis
Author
  Guez Lionel
Author
  Laxenaire Remi
Author
  Speich Sabrina
Unique resource identifier
10.20944/preprints202410.0651.v1
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2021
Publisher
  American Geophysical Union (AGU)
Author
  Cornec Marin
Author
  Laxenaire Rémi
Author
  Speich Sabrina
Author
  Claustre Hervé
Unique resource identifier
10.1029/2021gl093470
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2020
Publisher
  American Geophysical Union (AGU)
Author
  Laxenaire R.
Author
  Speich S.
Author
  Stegner A.
Unique resource identifier
10.1029/2019JC015511
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2019
Publisher
  American Geophysical Union (AGU)
Author
  Laxenaire R.
Author
  Speich S.
Author
  Stegner A.
Unique resource identifier
10.1029/2018JC014426
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2018
Publisher
  Amer Geophysical Union
Author
  LAXENAIRE R.
Author
  SPEICH S.
Author
  BLANKE BRUNO
Author
  CHAIGNEAU A.
Author
  PEGLIASCO C.
Author
  STEGNER A.
Unique resource identifier
10.1029/2018JC014270
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2015
Publisher
  American Geophysical Union (AGU)
Author
  Pegliasco Cori
Author
  Chaigneau Alexis
Author
  Morrow Rosemary
Unique resource identifier
10.1002/2015jc010950
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2011
Publisher
  American Geophysical Union (AGU)
Author
  Chaigneau Alexis
Author
  Le Texier Marie
Author
  Eldin Gérard
Author
  Grados Carmen
Author
  Pizarro Oscar
Unique resource identifier
10.1029/2011JC007134
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2009
Publisher
  Elsevier BV
Author
  Chaigneau Alexis
Author
  Eldin Gérard
Author
  Dewitte Boris
Unique resource identifier
10.1016/j.pocean.2009.07.012
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2008
Publisher
  Elsevier BV
Author
  Chaigneau Alexis
Author
  Gizolme Arnaud
Author
  Grados Carmen
Unique resource identifier
10.1016/j.pocean.2008.10.013
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
Unique resource identifier
10.5194/egusphere-2025-586
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
Unique resource identifier
10.1175/JPO-D-24-0241.1
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2025
Publisher
  SEANOE
Author
  Argo
Unique resource identifier
10.17882/42182
Association Type
Cross reference
Initiative Type
dataset
Date (Publication)
2020
Publisher
  SEANOE
Author
  Cornec
Author
  Marin
Author
  Laxenaire
Author
  Rémi
Author
  Speich
Author
  Sabrina
Author
  Claustre
Author
  Hervé
Unique resource identifier
10.17882/76733
Association Type
Cross reference
Initiative Type
dataset
Metadata language
English
Topic category
  • Oceans
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Begin date
1993-01-01
End date
2023-05-31
Distribution format
  • SHAPEFILES ( )

  • GRAPH-TOOL (HTTPS://GRAPH-TOOL.SKEWED.DE) ( )

  • TEXTE ( )

  • CSV ( )

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Position of extrema, outermost contours, and maximum speed contours for instantaneous eddies, globally, from January 1st, 1993 to May 31st, 2023 - 57 GB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Abstract graph of segments for anticyclones - 221 MB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Abstract graph of segments for cyclones - 236 MB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Trajectories as lists of instantaneous eddies, for anticyclones - 303 MB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Trajectories as lists of instantaneous eddies, for cyclones - 323 MB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Trajectories as lists of segments, for anticyclones - 26 MB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Trajectories as lists of segments, for cyclones - 27 MB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Trajectories as lists of vertex indices in the graph, for anticyclones - 22 MB

OnLine resource
Processed data ( WWW:DOWNLOAD-1.0-link--download )

Trajectories as lists of vertex indices in the graph, for cyclones - 23 MB

OnLine resource
Quality controlled data ( WWW:DOWNLOAD-1.0-link--download )

Argo profiles information and colocation with the closest anticyclonic eddy - 533 MB

OnLine resource
Quality controlled data ( WWW:DOWNLOAD-1.0-link--download )

Argo profiles information and colocation with the closest cyclonic eddy - 540 MB

OnLine resource
Detection eddies repository ( WWW:LINK )
OnLine resource
DOI of the product ( WWW:LINK-1.0-http--metadata-URL )
OnLine resource
Seanoe ( rel-canonical )
Hierarchy level
Dataset
File identifier
seanoe:102877 XML
Metadata language
English
Character set
UTF8
Hierarchy level
Dataset
Date stamp
2026-03-12
Metadata standard name
ISO 19115:2003/19139
Metadata standard version
1.0
Point of contact
 
 
 

Overviews

overview
Top : Snapshots along the temporal evolution of anticyclone A0 (panels a-f) propagating westward in the Southern Ocean. The background colors correspond to the ADT (m) fields while the gray arrows correspond to surface geostrophic velocities. The characteristic and outer contours as detected by TOEddies are shown in the blue solid and black dashed lines. The Argo trapped in the eddies are shown with the magenta diamond points. Bottom : Illustration of TOEddies' capacity to reveal the subsurface temporal evolution of a mesoscale eddy sampled by Argo floats along their journey: example of an Agulhas Ring (panel g) sampled multiple times while crossing the South Atlantic.

Spatial extent

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Keywords

Argo profiles Physical oceanography coherent eddies eddy networks eddy tracking methods eddy-eddy interactions merging-splitting events mesoscale eddies remote sensing satellite altimetry subsurface oceanic signal

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