A novel sea surface partial pressure of carbon dioxide (pCO2) data product for the global coastal ocean resolving trends over the 1982-2020 period (NCEI Accession 0279118)
This dataset contains continuous monthly maps of sea surface partial pressure of CO2 (pCO2) in the coastal ocean from 1982 to 2020. This product is an updated version of the coastal product of Laruelle et al. (2017) and has been created using a 2-step Self Organizing Maps (SOM) and Feed Forward Network (FFN) method and uses ~ 18 million direct observations from the latest release of the Surface Ocean CO2 database (SOCATv2022, Bakker et al., 2014, 2022). In a first step, the global coastal ocean is divided into 10 biogeochemical provinces using SOM, which group regions with similar environmental properties. Then, for each province, the FFN algorithm reconstructs nonlinear relationships between a set of environmental variables (e.g., sea surface temperature, salinity...) and the observed pCO2. These relationships are then used to perform the spatiotemporal pCO2 extrapolation in regions and time periods where data are lacking. The output consists of continuous monthly pCO2 maps for the coastal ocean, with a spatial resolution of 0.25°, covering the 1982-2020 period. Additionally, this new coastal pCO2 product is used to generate a new coastal air-sea CO2 exchange (FCO2) product for each grid cell at the monthly time scale from 1982 to 2020 using the following equation: FCO2=k∙K0∙∆pCO2∙(1-ice) where FCO2 represents the coastal air-sea CO2 exchange (in mol C m-2 yr-1). By convention a positive FCO2 value corresponds to a CO2 source for the atmosphere. ∆pCO2 represents the difference between the oceanic pCO2 and the atmospheric pCO2 (in atm). K0 (mol C m-3 atm-1) represents the CO2 solubility in sea water which is a function of SST and SSS following the equation of Weiss et al. (1974). k represents the gas exchange transfer velocity (m yr-1) which is a function of the second moment of the wind speed and is calculated using the equation of Ho et al. (2011) and the Schmidt number based on the equation of Wanninkhof et al. (2014). The sea-ice coverage is represented by the term ice and has no units.
Resources
19 resources available
-
Project Metadata
FILE -
NCEI Dataset Landing Page
PLACEHOLDER/VALUE -
Descriptive Information
PLACEHOLDER/VALUE -
HTTPS
PLACEHOLDER/VALUE -
FTP
PLACEHOLDER/VALUE -
https://doi.org/10.5194/essd-6-69-2014
PLACEHOLDER/VALUE -
https://doi.org/10.25921/1h9f-nb73
PLACEHOLDER/VALUE -
https://doi.org/10.1002/qj.828
PLACEHOLDER/VALUE -
https://doi.org/10.1159/000331784
PLACEHOLDER/VALUE -
https://doi.org/10.1002/2013jc009067
PLACEHOLDER/VALUE -
https://doi.org/10.1029/2010jc006854
PLACEHOLDER/VALUE -
https://doi.org/10.1175/1520-0477(1996)077%3C0437:tnyrp%3E2.0.co;2
PLACEHOLDER/VALUE -
https://doi.org/10.5194/bg-14-4545-2017
PLACEHOLDER/VALUE -
https://doi.org/10.1175/2007jcli1824.1
PLACEHOLDER/VALUE -
https://doi.org/10.1029/92jc00188
PLACEHOLDER/VALUE -
https://doi.org/10.1016/0304-4203(74)90015-2
PLACEHOLDER/VALUE -
https://www.ncei.noaa.gov/products/ocean-carbon-acidification-data-system
PLACEHOLDER/VALUE -
GCMD Keyword Forum Page
PLACEHOLDER/VALUE -
NCEI Contact Information
PLACEHOLDER/VALUE
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | non-public |
| contactPoint |
{
"fn": "NOAA National Centers for Environmental Information",
"@type": "vcard:Contact",
"hasEmail": "mailto:ncei.info@noaa.gov"
}
|
| describedByType | application/octet-steam |
| description | This dataset contains continuous monthly maps of sea surface partial pressure of CO2 (pCO2) in the coastal ocean from 1982 to 2020. This product is an updated version of the coastal product of Laruelle et al. (2017) and has been created using a 2-step Self Organizing Maps (SOM) and Feed Forward Network (FFN) method and uses ~ 18 million direct observations from the latest release of the Surface Ocean CO2 database (SOCATv2022, Bakker et al., 2014, 2022). In a first step, the global coastal ocean is divided into 10 biogeochemical provinces using SOM, which group regions with similar environmental properties. Then, for each province, the FFN algorithm reconstructs nonlinear relationships between a set of environmental variables (e.g., sea surface temperature, salinity...) and the observed pCO2. These relationships are then used to perform the spatiotemporal pCO2 extrapolation in regions and time periods where data are lacking. The output consists of continuous monthly pCO2 maps for the coastal ocean, with a spatial resolution of 0.25°, covering the 1982-2020 period. Additionally, this new coastal pCO2 product is used to generate a new coastal air-sea CO2 exchange (FCO2) product for each grid cell at the monthly time scale from 1982 to 2020 using the following equation: FCO2=k∙K0∙∆pCO2∙(1-ice) where FCO2 represents the coastal air-sea CO2 exchange (in mol C m-2 yr-1). By convention a positive FCO2 value corresponds to a CO2 source for the atmosphere. ∆pCO2 represents the difference between the oceanic pCO2 and the atmospheric pCO2 (in atm). K0 (mol C m-3 atm-1) represents the CO2 solubility in sea water which is a function of SST and SSS following the equation of Weiss et al. (1974). k represents the gas exchange transfer velocity (m yr-1) which is a function of the second moment of the wind speed and is calculated using the equation of Ho et al. (2011) and the Schmidt number based on the equation of Wanninkhof et al. (2014). The sea-ice coverage is represented by the term ice and has no units. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Project Metadata",
"accessURL": "https://www.ncei.noaa.gov/data/oceans/ncei/ocads/metadata/0279118.html",
"description": "Navigate directly to the URL for a descriptive web page with download links.",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "NCEI Dataset Landing Page",
"mediaType": "placeholder/value",
"description": "Navigate directly to the URL for a descriptive web page with download links.",
"downloadURL": "https://doi.org/10.25921/4sde-p068",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "Descriptive Information",
"mediaType": "placeholder/value",
"description": "Navigate directly to the URL for a descriptive web page with download links.",
"downloadURL": "https://www.ncei.noaa.gov/archive/accession/oas/279118",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "HTTPS",
"mediaType": "placeholder/value",
"description": "Navigate directly to the URL for data access and direct download.",
"downloadURL": "https://www.ncei.noaa.gov/archive/accession/download/279118",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "FTP",
"mediaType": "placeholder/value",
"description": "These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).",
"downloadURL": "ftp://ftp-oceans.ncei.noaa.gov/nodc/archive/arc0213/0279118/",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.5194/essd-6-69-2014",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.5194/essd-6-69-2014",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.25921/1h9f-nb73",
"mediaType": "placeholder/value",
"description": "Related data",
"downloadURL": "https://doi.org/10.25921/1h9f-nb73",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1002/qj.828",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1002/qj.828",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1159/000331784",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1159/000331784",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1002/2013jc009067",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1002/2013jc009067",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1029/2010jc006854",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1029/2010jc006854",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1175/1520-0477(1996)077%3C0437:tnyrp%3E2.0.co;2",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1175/1520-0477(1996)077%3C0437:tnyrp%3E2.0.co;2",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.5194/bg-14-4545-2017",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.5194/bg-14-4545-2017",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1175/2007jcli1824.1",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1175/2007jcli1824.1",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1029/92jc00188",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1029/92jc00188",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://doi.org/10.1016/0304-4203(74)90015-2",
"mediaType": "placeholder/value",
"description": "related journal article",
"downloadURL": "https://doi.org/10.1016/0304-4203(74)90015-2",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "https://www.ncei.noaa.gov/products/ocean-carbon-acidification-data-system",
"mediaType": "placeholder/value",
"description": "OCADS website",
"downloadURL": "https://www.ncei.noaa.gov/products/ocean-carbon-acidification-data-system",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "GCMD Keyword Forum Page",
"mediaType": "placeholder/value",
"description": "Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords",
"downloadURL": "https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords",
"describedByType": "application/octet-steam"
},
{
"@type": "dcat:Distribution",
"title": "NCEI Contact Information",
"mediaType": "placeholder/value",
"description": "Information for contacts at NCEI.",
"downloadURL": "https://www.ncei.noaa.gov/contact",
"describedByType": "application/octet-steam"
}
]
|
| identifier | gov.noaa.nodc:0279118 |
| issued | 2023-06-14T00:00:00.000+00:00 |
| keyword |
[
"0279118",
"CARBON - CARBONATE",
"carbon dioxide (CO2) gas analyzer",
"chemical",
"VARIOUS CHARTERED VESSELS",
"Flanders Marine Institute",
"Université Libre de Bruxelles",
"Université Libre de Bruxelles",
"Ocean Carbon and Acidification Data System (OCADS)",
"Arctic Ocean",
"Indian Ocean",
"North Atlantic Ocean",
"North Pacific Ocean",
"South Atlantic Ocean",
"South Pacific Ocean",
"Southern Ocean",
"oceanography",
"BE/VLIZ > Flanders Marine Institute, Belgium",
"Ocean Carbon and Acidification Data System (OCADS) Project",
"EARTH SCIENCE > OCEANS > OCEAN CHEMISTRY > CARBONATE",
"Data synthesis product",
"dpco2",
"fco2",
"ice",
"k",
"lat",
"lon",
"mask",
"pco2",
"sc",
"sol",
"surface",
"time",
"wind_speed_second_moment",
"CO2 ANALYZERS > CO2 ANALYZERS",
"OCEAN > ARCTIC OCEAN",
"OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN",
"OCEAN > ATLANTIC OCEAN > SOUTH ATLANTIC OCEAN",
"OCEAN > INDIAN OCEAN",
"OCEAN > PACIFIC OCEAN > NORTH PACIFIC OCEAN",
"OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN",
"OCEAN > SOUTHERN OCEAN",
"Global Ocean Coastal regions"
]
|
| landingPage | https://www.ncei.noaa.gov/contact |
| language |
[]
|
| license | https://creativecommons.org/publicdomain/zero/1.0/ |
| modified | 2023-11-05T00:00:00.000+00:00 |
| publisher |
{
"name": "NOAA National Centers for Environmental Information",
"@type": "org:Organization"
}
|
| references |
[
"https://doi.org/10.5194/essd-6-69-2014",
"https://doi.org/10.25921/1h9f-nb73",
"https://doi.org/10.1002/qj.828",
"https://doi.org/10.1159/000331784",
"https://doi.org/10.1002/2013jc009067",
"https://doi.org/10.1029/2010jc006854",
"https://doi.org/10.1175/1520-0477(1996)077%3C0437:tnyrp%3E2.0.co;2",
"https://doi.org/10.5194/bg-14-4545-2017",
"https://doi.org/10.1175/2007jcli1824.1",
"https://doi.org/10.1029/92jc00188",
"https://doi.org/10.1016/0304-4203(74)90015-2",
"https://www.ncei.noaa.gov/products/ocean-carbon-acidification-data-system"
]
|
| rights | otherRestrictions |
| spatial | 179.875,-89.875,-179.875,89.875 |
| temporal | 1982-01-01T00:00:00+00:00/2020-12-31T00:00:00+00:00 |
| title | A novel sea surface partial pressure of carbon dioxide (pCO2) data product for the global coastal ocean resolving trends over the 1982-2020 period (NCEI Accession 0279118) |
