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Nutrient dataset from the BioSWOT-Med cruise

The BioSWOT-Med campaign (Doglioli et al., 2023) was conducted aboard R/V L’Atalante from April 20 to May 15, 2023 in the Northwestern Mediterranean Sea, in the region of the North Balearic Front (NBF) to study interactions between fine-scale oceanic circulation and biogeochemical processes. 

Three water masses were sampled across the NBF, northern ('A'), southern ('B'), and frontal ('F'). Each Lagrangian station consisted of a 24-hour sampling period following the displacement of a water parcel (Doglioli et al., 2024). Vertical profiles down to 500 m were collected every 6 hours at 06:00 ('T1'), 12:00 ('T2'), 18:00 ('T3'), and 00:00 ('T4') UTC, for a total of 28 Lagrangian stations: first between April~24-28 (A1, F1, B1), and again between May~4-7 (B2, F2, A2), with a final station in southern waters (B3) on May~12-13. B2 and B3 stations were located inside an anticyclonic eddy.

Hydrological profiles were obtained using a Sea-Bird CTD, with data averaged to a 1~m vertical resolution, they include potential temperature (°C), practical salinity, fluorescence-derived chlorophyll-a (µg/L) and oxygen (µmol/kg). 

Samples for nitrate + nitrite and phosphate (µM) were collected from Niskin bottles and analyzed onboard within 2-12~hours using a segmented flow analyzer (AAIII HR Seal Analytical) following (Aminot et al., 2007). Quantification limits (QL) were 0.05 µM for nitrate and 0.02 µM for phosphate. Phosphate concentrations at a nanomolar level analyses were performed in the laboratory using a high-sensitivity method combining a 1 m Liquid Waveguide Capillary Cell (LWCC) and an auto-analyzer (Zhang et al. 2002), achieving a detection limit of 0.002µM. 

A BGC-Argo float (WMO: 1902605 - Provor CTS4 SUNA) equipped with a CTD and SUNA nitrate sensor was deployed near station B2 and sampled the anticyclonic eddy. To better resolve the photic and nutricline layers, the standard sampling cycle was modified to a 6-hour frequency, reaching depths of 300-400~m. The BGC-Argo float nitrate dataset spans May~2-16 and includes 55~profiles, with a 0.5 µM limit of quantification. It passed through a nitrate calibration procedure against 8 ship-made  profiles at B2 and B3.

Data export in NetCDF format

- Dataset at the 7 Lagrangian stations (28 vertical profiles for each variable, 4 at each station): 

‘BioSWOT-Med_LS_Date_Time.nc’ (with day, time, longitude and latitude); 

‘BioSWOT-Med_LS_Nutrients.nc’ (with nitrate, phosphate and phosphate at nanomolar level concentrations and depths); 

'BioSWOT-Med_LS_CTD.nc' (with temperature in situ, practical salinity, chlorophyll-a and oxygen concentrations, photosynthetically active radiations and depth).

- Dataset of the BGC-Argo float including 55 vertical profiles recorded between May 2 and 16: 

'BioSWOT-Med_BGC-Argo' (with day and time, longitude, latitude; nitrate concentrations with associated depth; temperature in situ and practical salinity associated depth; chlorophyll-a concentrations with associated predepthssure; and oxygen concentrations with associated depth).

Contact list 

Aude Joël (aude.joel@mio.osupytheas.fr ), Sandra Nunige (sandra.nunige@mio.osupytheas.fr, for ship-made nutrient dataset), Riccardo Martellucci (rmartellucci@ogs.it, for the BGC-Argo float dataset) and Andrea Doglioli (andrea.doglioli@mio.osupytheas.fr, for the BioSWOT-Med cruise).

References

Aminot, A., & Kérouel, R. 2007. Dosage automatique des nutriments dans les eaux marines: méthodes en flux continu. Méthodes d’analyse en milieu marin. Ifremer.

Doglioli, A.M., & Gregori, G. 2023. BioSWOT-Med cruise, RV L’Atalante. doi:10.17600/18002392.

Doglioli, A., Grégori, G., D’Ovidio, F., Bosse, P. E., A., Carlotti, F., Lescot, M.,. . . Waggonet, E. (2024). Bioswot med. biological applicati.ons of the satellite surface water and ocean topography in the mediterranean. ref. rapport de campagne. université aix-marseille. (doi:10.13155/100060)

Zhang, J.Z., & Chi, J. 2002. Automated analysis of nanomolar concentrations of phosphate in natural waters with liquid waveguide. Environ Sci Technol., 1;36(5), 1048–53. doi: 10.1021/es011094v.

 

Simple

Date (Publication)
2025-11
Date (Revision)
2026-05-29
Other citation details
Joël Aude, Andrea Doglioli, Anthony Bosse, Sandra Nunige, Léa Buniak, Riccardo Martellucci, Elena Mauri, Milena Menna, Massimo Pacciaroni, Elvira Pulido-Villena (2025). Nutrient dataset from the BioSWOT-Med cruise. SEANOE. https://doi.org/10.17882/109892
Credit
The authors thank the TOSCA program of the CNES (French Spatial Agency) which funds the BIOSWOT-AdAC project and the ANR – FRANCE (French National Research Agency) for its financial support to the BIOSWOT ANR-23-CE01-0027 project. The FOF (French Oceanographic Fleet) and, in particular, the captain Gilles Ferrand and the crew of the R/V L’Atalante are acknowledged for their precious support during the BioSWOT-Med cruise.
Author
  Aix Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography MIO UM110, Marseille, France. - Joël Aude
Author
  Aix Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography MIO UM110, Marseille, France. - Andrea Doglioli
Author
  Aix Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography MIO UM110, Marseille, France. - Anthony Bosse
Author
  Aix Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography MIO UM110, Marseille, France. - Sandra Nunige
Author
  Aix Marseille University, Toulon University, CNRS, IRD, Mediterranean Institute of Oceanography MIO UM110, Marseille, France. - Léa Buniak
Author
  National Institute of Oceanography and Applied Geophysics – OGS, Sgonico (TS) - Riccardo Martellucci
Author
  National Institute of Oceanography and Applied Geophysics – OGS, Sgonico (TS) - Elena Mauri
Author
  National Institute of Oceanography and Applied Geophysics – OGS, Sgonico (TS) - Milena Menna
Author
  National Institute of Oceanography and Applied Geophysics – OGS, Sgonico (TS) - Massimo Pacciaroni
Author
  Elvira Pulido-Villena
Publisher
  SEANOE
Theme
  • Oligotrophic oceans
  • nutrients
  • nutricline
  • fine-scale circulation
  • ocean dynamics
  • SWOT satellite
  • biogeochemical processes
  • Mediterranean Sea
  • North Balearic Front
  • Chemical oceanography
  • Physical oceanography
ODATIS aggregation parameters and Essential Variable names
  • Nutrients
SeaDataNet Parameter Disciplines
  • Chemical oceanography
  • Physical oceanography
Type de jeux de donnée ODATIS
  • /Observational data/in-situ
Use limitation
CC-BY-SA (Creative Commons - Attribution, Sharing under the same conditions)
Use constraints
Other restrictions
Date (Publication)
Unique resource identifier
10.1029/2025GL120726
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
Unique resource identifier
10.13155/100060
Association Type
Cross reference
Initiative Type
Study
Date (Publication)
2026
Publisher
  SEANOE
Author
  Oms Laurina
Author
  Messié Monique
Author
  Doglioli Andrea
Author
  Aude Joel
Author
  Karine Leblanc
Author
  Maristella Berta
Author
  Ludivine Grand
Author
  Elvira Pulido-Villena
Author
  Grégori Gérald
Unique resource identifier
10.17882/111629
Association Type
Cross reference
Initiative Type
dataset
Unique resource identifier
10.17600/18002392
Association Type
Cross reference
Initiative Type
Platform
Metadata language
English
Topic category
  • Oceans
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W
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Begin date
2023-04-24
End date
2023-05-16
Distribution format
  • GRD (GMT NETCDF) ( )

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

BioSWOT-Med_LS_CTD - 670 KB

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

BioSWOT-Med_BGC-Argo - 221 MB

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

BioSWOT-Med_LS_Nutrients - 31 KB

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

BioSWOT-Med_LS_Date_Time - 10 KB

OnLine resource
DOI of the product ( WWW:LINK-1.0-http--metadata-URL )
OnLine resource
Seanoe ( rel-canonical )
Hierarchy level
Dataset
File identifier
seanoe:109892 XML
Metadata language
English
Character set
UTF8
Hierarchy level
Dataset
Date stamp
2026-05-29
Metadata standard name
ISO 19115:2003/19139
Metadata standard version
1.0
Point of contact
 
 
 

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Spatial extent

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S
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thumbnail


Keywords

Chemical oceanography Mediterranean Sea North Balearic Front Oligotrophic oceans Physical oceanography SWOT satellite biogeochemical processes fine-scale circulation nutricline nutrients ocean dynamics
ODATIS aggregation parameters and Essential Variable names
Nutrients
Type de jeux de donnée ODATIS
/Observational data/in-situ

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