Released
Dataset

Global Gravity-based Groundwater Product (G3P)

Cite as:

Güntner, Andreas; Sharifi, Ehsan; Haas, Julian; Boergens, Eva; Dahle, Christoph; Dobslaw, Henryk; Dorigo, Wouter; Dussailant, Inés; Flechtner, Frank; Jäggi, Adrian; Kosmale, Miriam; Luojus, Kari; Mayer-Gürr, Torsten; Meyer, Ulrich; Preimesberger, Wolfgang; Ruz Vargas, Claudia; Zemp, Michael (2024): Global Gravity-based Groundwater Product (G3P). V. 1.12. GFZ Data Services. https://doi.org/10.5880/g3p.2024.001

Status

I   N       R   E   V   I   E   W : Güntner, Andreas; Sharifi, Ehsan; Haas, Julian; Boergens, Eva; Dahle, Christoph; Dobslaw, Henryk; Dorigo, Wouter; Dussailant, Inés; Flechtner, Frank; Jäggi, Adrian; Kosmale, Miriam; Luojus, Kari; Mayer-Gürr, Torsten; Meyer, Ulrich; Preimesberger, Wolfgang; Ruz Vargas, Claudia; Zemp, Michael (2024): Global Gravity-based Groundwater Product (G3P). V. 1.12. GFZ Data Services. https://doi.org/10.5880/g3p.2024.001

Abstract

The Global Gravity-based Groundwater Product (G3P) provides groundwater storage anomalies (GWSA) from a cross-cutting combination of GRACE/GRACE-FO-based terrestrial water storage (TWS) and storage compartments of the water cycle (WSCs) that are part of the Copernicus portfolio. The data set comprises gridded anomalies of groundwater, TWS, and the WSCs glacier, snow, soil moisture and surface water bodies plus layers containing uncertainty information for the individual data products. All WSCs are spatially filtered with a Gaussian filter to be compatible with TWS. Spatial coverage is global, except Greenland and Antarctica, with 0.5-degree resolution. Temporal coverage is from April 2002 to September 2023 with monthly temporal resolution. Gridded data sets are available as NetCDF files containing variables for the parameter value as anomaly in mm equivalent water height and the parameter’s uncertainty as mm equivalent water height.

The latest version of the data is visualized at the GravIS portal: https://gravis.gfz-potsdam.de/gws. From GravIS, the data is also available as area averages for several large river basins and aquifers, as well as for climatically similar regions.

G3P was funded by the EU Horizon 2020 programme in response to the call LC-SPACE-04-EO-2019-2020 “Copernicus evolution – Research activities in support of cross-cutting applications between Copernicus services” under grant agreement No. 870353.

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Version History:

10 March 2023: Release of Version v1.11. That version is the initial release of the data (Güntner et al., 2023; https://doi.org/10.5880/G3P.2023.001)

(DATE TO BE ADDED) Release of Version v1.12. Temporal coverage has been extended until September 2023.

Authors

Contact

  • Güntner, Andreas (Project Lead) ; GFZ German Research Centre for Geosciences, Potsdam, Germany;
  • Haas, Julian (Project Manager) ; GFZ German Research Centre for Geosciences, Potsdam, Germany;
  • Dahle, Christoph (Project Member) ; GFZ German Research Centre for Geosciences, Potsdam, Germany;
  • Sharifi, Ehsan (Project Member) ; GFZ German Research Centre for Geosciences, Potsdam, Germany;

Contributors

Behzadpour, Saniya; Contreras Lopez, Sergio; Darbeheshti, Neda; Hunink, Johannes; Imran, Tania; Kidd, Richard; Kvas, Andreas; Pasik, Adam; Paul, Frank; Pedinotti, Vanessa; Siepman, Stefan; Urgilez Vinueza, Alexandra; Vayre, Maxime

Keywords

Terrestrial Water Storage, Water Balance, Satellite Gravimetry, Copernicus, Groundwater, Groundwater Storage Variations, Mass change, Gravity Recovery And Climate Experiment, GRACE, GRACE Follow-on, GRACE-FO, environment > natural environment > terrestrial environment, The Present

GCMD Science Keywords

More Metadata

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          • affiliation: University of Zurich, Zurich, Switzerland
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        • title: Global Gravity-based Groundwater Product (G3P)
      • publisher: GFZ Data Services
      • publicationYear: 2024
      • subjects
        • subject: Terrestrial Water Storage
        • subject: Water Balance
        • subject: Satellite Gravimetry
        • subject: Copernicus
        • subject: Groundwater
        • subject: Groundwater Storage Variations
        • subject: Mass change
        • subject: Gravity Recovery And Climate Experiment
        • subject: GRACE
        • subject: GRACE Follow-on
        • subject: GRACE-FO
        • subject (subjectScheme=GCMD Platforms): Earth Observation Satellites > NASA Earth System Science Pathfinder > GRACE
        • subject (subjectScheme=NASA/GCMD Earth Science Keywords): EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > GROUND WATER > WATER TABLE
        • subject (subjectScheme=GEMET - INSPIRE themes, version 1.0): environment > natural environment > terrestrial environment
        • subject (subjectScheme=International Chronostratigraphic Chart (2014)): The Present
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          • affiliation: TU Wien, Vienna, Austria
        • contributor (contributorType=ProjectMember)
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          • givenName: Inés
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          • affiliation: University of Zurich, Zurich, Switzerland
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          • affiliation: TU Graz, Graz, Austria
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          • affiliation: University of Zurich, Zurich, Switzerland
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          • affiliation: Magellium, Toulouse, France
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        • contributor (contributorType=ContactPerson)
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      • dates
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                    • CharacterString: Güntner, Andreas
                  • organisationName
                    • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0001-7181-8406)
                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Sharifi, Ehsan
                  • organisationName
                    • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-0275-1903)
                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Haas, Julian
                  • organisationName
                    • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
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                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
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                  • individualName
                    • CharacterString: Boergens, Eva
                  • organisationName
                    • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-4733-9242)
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                  • individualName
                    • CharacterString: Dahle, Christoph
                  • organisationName
                    • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
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                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
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                  • individualName
                    • CharacterString: Dobslaw, Henryk
                  • organisationName
                    • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
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                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
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                  • individualName
                    • CharacterString: Dorigo, Wouter
                  • organisationName
                    • CharacterString: TU Wien, Vienna, Austria
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
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                  • individualName
                    • CharacterString: Dussailant, Inés
                  • organisationName
                    • CharacterString: University of Zurich, Zurich, Switzerland
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-3093-5558)
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                  • individualName
                    • CharacterString: Flechtner, Frank
                  • organisationName
                    • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
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                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Jäggi, Adrian
                  • organisationName
                    • CharacterString: Astronomical Institute University of Bern, Bern, Switzerland
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
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                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Kosmale, Miriam
                  • organisationName
                    • CharacterString: FMI - Ilmatieteen Laitos, Helsinki, Finland
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-4066-6005)
                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Luojus, Kari
                  • organisationName
                    • CharacterString: FMI - Ilmatieteen Laitos, Helsinki, Finland
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                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
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                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Mayer-Gürr, Torsten
                  • organisationName
                    • CharacterString: TU Graz, Graz, Austria
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-3379-9213)
                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Meyer, Ulrich
                  • organisationName
                    • CharacterString: Astronomical Institute University of Bern, Bern, Switzerland
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-6655-0588)
                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Preimesberger, Wolfgang
                  • organisationName
                    • CharacterString: TU Wien, Vienna, Austria
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0002-4698-3685)
                • CI_ResponsibleParty
                  • individualName
                    • CharacterString: Ruz Vargas, Claudia
                  • organisationName
                    • CharacterString: IGRAC (International Groundwater Resources Assessment Centre), Delft, The Netherlands
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty (xlink:href=http://orcid.org/0000-0003-2391-7877)
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                  • individualName
                    • CharacterString: Zemp, Michael
                  • organisationName
                    • CharacterString: University of Zurich, Zurich, Switzerland
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=author): author
              • citedResponsibleParty
                • CI_ResponsibleParty
                  • organisationName
                    • CharacterString: GFZ Data Services
                  • role
                    • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=publisher): publisher
          • abstract
            • CharacterString: The Global Gravity-based Groundwater Product (G3P) provides groundwater storage anomalies (GWSA) from a cross-cutting combination of GRACE/GRACE-FO-based terrestrial water storage (TWS) and storage compartments of the water cycle (WSCs) that are part of the Copernicus portfolio. The data set comprises gridded anomalies of groundwater, TWS, and the WSCs glacier, snow, soil moisture and surface water bodies plus layers containing uncertainty information for the individual data products. All WSCs are spatially filtered with a Gaussian filter to be compatible with TWS. Spatial coverage is global, except Greenland and Antarctica, with 0.5-degree resolution. Temporal coverage is from April 2002 to September 2023 with monthly temporal resolution. Gridded data sets are available as NetCDF files containing variables for the parameter value as anomaly in mm equivalent water height and the parameter’s uncertainty as mm equivalent water height. The latest version of the data is visualized at the GravIS portal: https://gravis.gfz-potsdam.de/gws. From GravIS, the data is also available as area averages for several large river basins and aquifers, as well as for climatically similar regions. G3P was funded by the EU Horizon 2020 programme in response to the call LC-SPACE-04-EO-2019-2020 “Copernicus evolution – Research activities in support of cross-cutting applications between Copernicus services” under grant agreement No. 870353. --------------------------------------------------------------------------------------------- Version History: 10 March 2023: Release of Version v1.11. That version is the initial release of the data (Güntner et al., 2023; https://doi.org/10.5880/G3P.2023.001) (DATE TO BE ADDED) Release of Version v1.12. Temporal coverage has been extended until September 2023.
          • pointOfContact
            • CI_ResponsibleParty
              • individualName
                • CharacterString: Güntner, Andreas
              • organisationName
                • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
              • positionName
                • CharacterString: Project Lead
              • contactInfo
                • CI_Contact
                  • address
                    • CI_Address
                      • electronicMailAddress
                        • CharacterString: guentner(_at_)gfz-potsdam.de
                  • onlineResource
                    • CI_OnlineResource
                      • linkage
                        • URL: https://www.gfz-potsdam.de/en/staff/andreas.guentner/sec44
                      • function
                        • CI_OnLineFunctionCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode codeListValue=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode_information): informtion
              • role
                • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
          • pointOfContact
            • CI_ResponsibleParty
              • individualName
                • CharacterString: Haas, Julian
              • organisationName
                • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
              • positionName
                • CharacterString: Project Manager
              • contactInfo
                • CI_Contact
                  • address
                    • CI_Address
                      • electronicMailAddress
                        • CharacterString: julian.haas(_at_)gfz-potsdam.de
                  • onlineResource
                    • CI_OnlineResource
                      • linkage
                        • URL: https://www.gfz-potsdam.de/en/staff/julian.haas/sec44
                      • function
                        • CI_OnLineFunctionCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode codeListValue=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode_information): informtion
              • role
                • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
          • pointOfContact
            • CI_ResponsibleParty
              • individualName
                • CharacterString: Dahle, Christoph
              • organisationName
                • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
              • positionName
                • CharacterString: Project Member
              • contactInfo
                • CI_Contact
                  • address
                    • CI_Address
                      • electronicMailAddress
                        • CharacterString: dahle(_at_)gfz-potsdam.de
                  • onlineResource
                    • CI_OnlineResource
                      • linkage
                        • URL: https://www.gfz-potsdam.de/staff/christoph.dahle/sec12
                      • function
                        • CI_OnLineFunctionCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode codeListValue=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode_information): informtion
              • role
                • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
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            • CI_ResponsibleParty
              • individualName
                • CharacterString: Sharifi, Ehsan
              • organisationName
                • CharacterString: GFZ German Research Centre for Geosciences, Potsdam, Germany
              • positionName
                • CharacterString: Project Member
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                • CI_Contact
                  • address
                    • CI_Address
                      • electronicMailAddress
                        • CharacterString: ehsan.sharifi(_at_)gfz-potsdam.de
                  • onlineResource
                    • CI_OnlineResource
                      • linkage
                        • URL: https://www.gfz-potsdam.de/en/staff/ehsan.sharifi/sec44
                      • function
                        • CI_OnLineFunctionCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode codeListValue=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode_information): informtion
              • role
                • CI_RoleCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode codeListValue=pointOfContact): pointOfContact
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            • MD_Keywords
              • keyword
                • CharacterString: Terrestrial Water Storage
              • keyword
                • CharacterString: Water Balance
              • keyword
                • CharacterString: Satellite Gravimetry
              • keyword
                • CharacterString: Copernicus
              • keyword
                • CharacterString: Groundwater
              • keyword
                • CharacterString: Groundwater Storage Variations
              • keyword
                • CharacterString: Mass change
              • keyword
                • CharacterString: Gravity Recovery And Climate Experiment
              • keyword
                • CharacterString: GRACE
              • keyword
                • CharacterString: GRACE Follow-on
              • keyword
                • CharacterString: GRACE-FO
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            • MD_Keywords
              • keyword
                • CharacterString: Earth Observation Satellites > NASA Earth System Science Pathfinder > GRACE
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                • CI_Citation
                  • title
                    • CharacterString: GCMD Platforms
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                    • CI_Date
                      • date (gco:nilReason=missing): 
                      • dateType
                        • CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=publication): publication
          • descriptiveKeywords
            • MD_Keywords
              • keyword
                • CharacterString: EARTH SCIENCE > TERRESTRIAL HYDROSPHERE > GROUND WATER > WATER TABLE
              • thesaurusName
                • CI_Citation
                  • title
                    • CharacterString: NASA/GCMD Earth Science Keywords
                  • date
                    • CI_Date
                      • date (gco:nilReason=missing): 
                      • dateType
                        • CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=publication): publication
          • descriptiveKeywords
            • MD_Keywords
              • keyword
                • CharacterString: environment > natural environment > terrestrial environment
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                  • title
                    • CharacterString: GEMET - INSPIRE themes, version 1.0
                  • date
                    • CI_Date
                      • date (gco:nilReason=missing): 
                      • dateType
                        • CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=publication): publication
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              • keyword
                • CharacterString: The Present
              • thesaurusName
                • CI_Citation
                  • title
                    • CharacterString: International Chronostratigraphic Chart (2014)
                  • date
                    • CI_Date
                      • date (gco:nilReason=missing): 
                      • dateType
                        • CI_DateTypeCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode codeListValue=publication): publication
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            • MD_Constraints
              • useLimitation
                • CharacterString: CC BY 4.0
          • resourceConstraints
            • MD_LegalConstraints
              • accessConstraints
                • MD_RestrictionCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_RestrictionCode codeListValue=otherRestrictions): 
              • otherConstraints
                • CharacterString: CC BY 4.0
          • resourceConstraints
            • MD_SecurityConstraints
              • classification
                • MD_ClassificationCode (codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_ClassificationCode codeListValue=unclassified): 
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: 10.5880/COST-G.GRAVIS_01_L3_TWS
                  • codeSpace
                    • CharacterString: DOI
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDerivedFrom): IsDerivedFrom
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: https://cordis.europa.eu/project/id/870353
                  • codeSpace
                    • CharacterString: URL
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDocumentedBy): IsDocumentedBy
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: https://www.g3p.eu/
                  • codeSpace
                    • CharacterString: URL
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: https://gravis.gfz-potsdam.de/gws
                  • codeSpace
                    • CharacterString: URL
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=References): References
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: 10.5880/G3P.2023.001
                  • codeSpace
                    • CharacterString: DOI
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsNewVersionOf): IsNewVersionOf
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: 10.1016/j.rse.2017.07.001
                  • codeSpace
                    • CharacterString: DOI
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDerivedFrom): IsDerivedFrom
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: 10.1038/s41597-021-00939-2
                  • codeSpace
                    • CharacterString: DOI
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDerivedFrom): IsDerivedFrom
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: 10.5194/gmd-16-4957-2023
                  • codeSpace
                    • CharacterString: DOI
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDerivedFrom): IsDerivedFrom
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: 10.1002/met.2192
                  • codeSpace
                    • CharacterString: DOI
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDerivedFrom): IsDerivedFrom
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                • RS_Identifier
                  • code
                    • CharacterString: 10.1038/d41586-019-03700-3
                  • codeSpace
                    • CharacterString: DOI
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                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDerivedFrom): IsDerivedFrom
          • aggregationInfo
            • MD_AggregateInformation
              • aggregateDataSetIdentifier
                • RS_Identifier
                  • code
                    • CharacterString: 10.1017/jog.2023.66
                  • codeSpace
                    • CharacterString: DOI
              • associationType
                • DS_AssociationTypeCode (codeList=http://datacite.org/schema/kernel-4 codeListValue=IsDerivedFrom): IsDerivedFrom
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            • CharacterString: eng
          • characterSet
            • MD_CharacterSetCode (codeListValue=utf8 codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_CharacterSetCode): 
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            • MD_TopicCategoryCode: geoscientificInformation
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            • EX_Extent
              • description
                • CharacterString: Continental regions without Greenland and Antarctica
              • geographicElement
                • EX_GeographicBoundingBox
                  • westBoundLongitude
                    • Decimal: -180
                  • eastBoundLongitude
                    • Decimal: 180
                  • southBoundLatitude
                    • Decimal: -90
                  • northBoundLatitude
                    • Decimal: 90
              • temporalElement
                • EX_TemporalExtent
                  • extent
                    • TimePeriod (xsi:type=gml:TimePeriodType gml:id=T667c20968e053)
                      • beginPosition: 2002-04
                      • endPosition: 2023-09
      • distributionInfo
        • MD_Distribution
          • transferOptions
            • MD_DigitalTransferOptions
              • onLine
                • CI_OnlineResource
                  • linkage
                    • URL: http://doi.org/10.5880/g3p.2024.001
                  • protocol
                    • CharacterString: WWW:LINK-1.0-http--link
                  • name
                    • CharacterString: Data Access - DOI
                  • description
                    • CharacterString: Data Access - DOI
                  • function
                    • CI_OnLineFunctionCode (codeList=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode codeListValue=http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode_information): information
      • dataQualityInfo
        • DQ_DataQuality
          • scope
            • DQ_Scope
              • level
                • MD_ScopeCode (codeListValue=dataset codeList=http://www.isotc211.org/2005/resources/codeList.xml#MD_ScopeCode): 

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    Files

    License: CC BY 4.0

    Dataset Description

    Documented by