• Catalogue PIGMA
  •  
  •  
  •  

Mixed layer depth climatology computed with a density threshold criterion of 0.03kg/m3 from 10 m depth value

The dataset made available here is the monthly climatology (i.e. 12 months) of ocean surface Mixed Layer Depth (MLD) over the global ocean, at 1 degree x 1 degree spatial resolution. The climatology is based on about 7.3 million casts/profiles of temperature and salinity measurements made at sea between January 1970 and December 2021. Those profiles data come from the ARGO program and from the NCEI-NOAA World Ocean Database (WOD, Boyer et al. 2018). The MLD is computed on each individual cast/profile using a threshold criterion. The depth of the mixed layer is defined as the shallowest depth where the surface potential density of the profile is superior to a reference value taken close to the surface added with the chosen threshold. Here we take a threshold value for the density of 0.03kg/m3, and a surface reference depth fixed at 10m (de Boyer Montégut et al., 2004). This mixed layer is by definition homogeneous in density (up to 0.03 kg/m3 variations) and can also be called an isopycnal layer. It is especially intended for validation of MLD fields of the Ocean General Circulation Models of the ocean sciences community (e.g. Tréguier et al., 2023, Iovino et al. 2023, using v2022 of this dataset). More information and some other related datasets can be found at : https://cerweb.ifremer.fr/mld (or https://www.umr-lops.fr/en/Data/MLD redirecting to previous page).

Simple

Date (Publication)
2023-07-13
Date (Revision)
2025-06-05
Other citation details

de Boyer Montégut Clément (2023). Mixed layer depth climatology computed with a density threshold criterion of 0.03kg/m3 from 10 m depth value. SEANOE. https://doi.org/10.17882/91774

In addition to properly cite this dataset, it would be appreciated that the following work(s) be cited too, when using this dataset in a publication :

de Boyer Montegut Clement, Madec Gurvan, Fischer Albert S., Lazar Alban, Iudicone Daniele (2004). Mixed layer depth over the global ocean: An examination of profile data and a profile-based climatology. Journal Of Geophysical Research-oceans, 109(C12/C12003), 1-20. https://doi.org/10.1029/2004JC002378

Credit
The production of this MLD climatology relies on individual profile measurements of pressure/depth, temperature and salinity made at sea. Those data come from several sources. The Argo data were collected and made freely available by the International Argo Program and the national programs that contribute to it. (https://argo.ucsd.edu, https://www.ocean-ops.org ). The Argo Program is part of the Global Ocean Observing System. All other kind of casts/profiles comes from the World Ocean Database (WOD, Boyer et al. 2018). First released in 1994, and updated regularly since then, the World Ocean Database represents the world’s largest collection of vertical profile data of ocean characteristics available internationally without restriction.
Author
  Ifremer, LOPS (University of Brest - Ifremer - Cnrs - Ird, UMR6523), Plouzané, France - DE BOYER MONTÉGUT Clément
Publisher
  SEANOE
Theme
  • ocean surface Mixed Layer Depth
  • MLD
  • global ocean
  • Physical oceanography
ODATIS aggregation parameters and Essential Variable names
  • Density
  • Salinity
  • Sea temperature
SeaDataNet Parameter Disciplines
  • Physical oceanography
Type de jeux de donnée ODATIS
  • Analysis data
Use limitation
CC-BY (Creative Commons - Attribution)
Use constraints
Other restrictions
Date (Publication)
2025
Publisher
  American Geophysical Union (AGU)
Author
  Dong Enze
Author
  Song Fengfei
Author
  Wu Lixin
Author
  Dong Lu
Author
  Wang Shengpeng
Author
  Liu Fukai
Author
  Wang Hong
Unique resource identifier
10.1029/2024GL112087
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2025
Publisher
  Copernicus GmbH
Author
  Huneke Wilma G. C.
Author
  Hogg Andy McC.
Author
  Dix Martin
Author
  Bi Daohua
Author
  Sullivan Arnold
Author
  McGregor Shayne
Author
  Holgate Chiara
Author
  O'Farrell Siobhan P.
Author
  Oliveira Micael J. T.
Unique resource identifier
10.5194/egusphere-2025-1006
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2025
Publisher
  Copernicus GmbH
Author
  Rackow Thomas
Author
  Pedruzo-Bagazgoitia Xabier
Author
  Becker Tobias
Author
  Milinski Sebastian
Author
  Sandu Irina
Author
  Aguridan Razvan
Author
  Bechtold Peter
Author
  Beyer Sebastian
Author
  Bidlot Jean
Author
  Boussetta Souhail
Author
  Deconinck Willem
Author
  Diamantakis Michail
Author
  Dueben Peter
Author
  Dutra Emanuel
Author
  Forbes Richard
Author
  Ghosh Rohit
Author
  Goessling Helge F.
Author
  Hadade Ioan
Author
  Hegewald Jan
Author
  Jung Thomas
Author
  Keeley Sarah
Author
  Kluft Lukas
Author
  Koldunov Nikolay
Author
  Koldunov Aleksei
Author
  Kölling Tobias
Author
  Kousal Josh
Author
  Kühnlein Christian
Author
  Maciel Pedro
Author
  Mogensen Kristian
Author
  Quintino Tiago
Author
  Polichtchouk Inna
Author
  Reuter Balthasar
Author
  Sármány Domokos
Author
  Scholz Patrick
Author
  Sidorenko Dmitry
Author
  Streffing Jan
Author
  Sützl Birgit
Author
  Takasuka Daisuke
Author
  Tietsche Steffen
Author
  Valentini Mirco
Author
  Vannière Benoît
Author
  Wedi Nils
Author
  Zampieri Lorenzo
Author
  Ziemen Florian
Unique resource identifier
10.5194/gmd-18-33-2025
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2025
Publisher
  American Geophysical Union (AGU)
Author
  Zhao Yangyang
Author
  Resplandy Laure
Author
  Wan Xianhui Sean
Author
  Yang Fan
Author
  Liao Enhui
Author
  Ward Bess
Unique resource identifier
10.1029/2024gb008481
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2024
Publisher
  Copernicus GmbH
Author
  Post Benjamin
Author
  Acevedo-Trejos Esteban
Author
  Barton Andrew D.
Author
  Merico Agostino
Unique resource identifier
10.5194/gmd-17-1175-2024
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2024
Publisher
  American Geophysical Union (AGU)
Author
  Tsujino H.
Author
  Nakano H.
Author
  Sakamoto K.
Author
  Urakawa L. S.
Author
  Toyama K.
Author
  Kosugi N.
Author
  Kitamura Y.
Author
  Ishii M.
Author
  Nishikawa S.
Author
  Nishikawa H.
Author
  Sugiyama T.
Author
  Ishikawa Y.
Unique resource identifier
10.1029/2023MS003720
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2023
Publisher
  Copernicus GmbH
Author
  Dreybrodt Wolfgang
Unique resource identifier
10.5194/egusphere-2023-1004
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2023
Publisher
  Copernicus GmbH
Author
  Iovino Doroteaciro
Author
  Fogli Pier Giuseppe
Author
  Masina Simona
Unique resource identifier
10.5194/egusphere-2023-469
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2023
Publisher
  Copernicus GmbH
Author
  Post Benjamin
Author
  Acevedo-Trejos Esteban
Author
  Barton Andrew D.
Author
  Merico Agostino
Unique resource identifier
10.5194/egusphere-2023-1697
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2023
Publisher
  Copernicus GmbH
Author
  TREGUIER ANNE-MARIE
Author
  DE BOYER MONTÉGUT CLEMENT
Author
  BOZEC ALEXANDRA
Author
  CHASSIGNET ERIC P.
Author
  FOX-KEMPER BAYLOR
Author
  HOGG ANDY MCC.
Author
  IOVINO DOROTEACINO
Author
  KISS ANDREW E.
Author
  LE SOMMER JULIEN
Author
  LI YIWEN
Author
  LIN PENGFEI
Author
  LIQUE CAMILLE
Author
  LIU HAILONG
Author
  SERAZIN GUILLAUME
Author
  SIDORENKO DMITRY
Author
  WANG QIANG
Author
  XU XIAOBIO
Author
  YEAGER STEVE
Unique resource identifier
10.5194/egusphere-2023-310
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2004
Publisher
  Amer Geophysical Union
Author
  DE BOYER MONTEGUT CLEMENT
Author
  MADEC GURVAN
Author
  FISCHER ALBERT S.
Author
  LAZAR ALBAN
Author
  IUDICONE DANIELE
Unique resource identifier
10.1029/2004JC002378
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
Unique resource identifier
10.5194/os-21-437-2025
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
Metadata language
English
Topic category
  • Oceans
N
S
E
W
thumbnail


Distribution format
  • TAR ( )

  • PDF ( )

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

Netcdf Dataset (v2022) - 3 MB

OnLine resource
Product documentation (v2022) - 19 MB ( WWW:DOWNLOAD-1.0-link--download )

Product documentation (v2022) - 19 MB

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

Netcdf Dataset (v2023) - 6 MB

OnLine resource
Product documentation (v2023) - 18 MB ( WWW:DOWNLOAD-1.0-link--download )

Product documentation (v2023) - 18 MB

OnLine resource
DOI of the product ( WWW:LINK-1.0-http--metadata-URL )
OnLine resource
Seanoe ( rel-canonical )
Hierarchy level
Dataset
File identifier
seanoe:91774 XML
Metadata language
English
Character set
UTF8
Hierarchy level
Dataset
Date stamp
2025-06-05
Metadata standard name
ISO 19115:2003/19139
Metadata standard version
1.0
Point of contact
  Ifremer, LOPS (University of Brest - Ifremer - Cnrs - Ird, UMR6523), Plouzané, France - DE BOYER MONTÉGUT Clément
 
 

Overviews

overview
January MLD Climatology

Spatial extent

N
S
E
W
thumbnail


Keywords

MLD Physical oceanography global ocean ocean surface Mixed Layer Depth
ODATIS aggregation parameters and Essential Variable names
Density Salinity Sea temperature
Type de jeux de donnée ODATIS
Analysis data

Provided by

logo
Access to the portal
Read here the full details and access to the data.

Associated resources

Not available


  •  
  •  
  •