<?xml version="1.0" encoding="UTF-8"?>
<gmd:MD_Metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
                 xmlns:gco="http://www.isotc211.org/2005/gco"
                 xmlns:gmd="http://www.isotc211.org/2005/gmd"
                 xmlns:gml="http://www.opengis.net/gml"
                 xmlns:gmx="http://www.isotc211.org/2005/gmx"
                 xmlns:xlink="http://www.w3.org/1999/xlink"
                 xsi:schemaLocation="http://www.isotc211.org/2005/gco http://www.isotc211.org/2005/gco/gco.xsd
                                     http://www.isotc211.org/2005/gmd http://www.isotc211.org/2005/gmd/gmd.xsd
                                     http://www.isotc211.org/2005/gmx http://www.isotc211.org/2005/gmx/gmx.xsd">

    <gmd:fileIdentifier>
        <gco:CharacterString>org.earthsystemgrid.www::da1b87aa-0ae5-4ef0-a091-ed9df1932cd4</gco:CharacterString>
    </gmd:fileIdentifier>

    <gmd:language>
        <gmd:LanguageCode codeList="http://www.loc.gov/standards/iso639-2/" codeListValue="eng; USA">eng; USA</gmd:LanguageCode>
    </gmd:language>

    <gmd:characterSet>
        <gmd:MD_CharacterSetCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_CharacterSetCode" codeListValue="utf8" codeSpace="004">utf8</gmd:MD_CharacterSetCode>
    </gmd:characterSet>

    <gmd:parentIdentifier>
        <gco:CharacterString>7c306193-f977-11e8-9f67-00c0f03d5b7c</gco:CharacterString>
    </gmd:parentIdentifier>
    <gmd:hierarchyLevel>
        <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset" codeSpace="005">dataset</gmd:MD_ScopeCode>
    </gmd:hierarchyLevel>

    <gmd:contact>
        <gmd:CI_ResponsibleParty>
            <gmd:individualName>
                <gco:CharacterString>esg-support@earthsystemgrid.org</gco:CharacterString>
            </gmd:individualName>
            <gmd:organisationName>
                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
            </gmd:organisationName>
            <gmd:contactInfo>
                <gmd:CI_Contact>
                    <gmd:address>
                        <gmd:CI_Address>
                            <gmd:electronicMailAddress>
                                <gco:CharacterString>esg-support@earthsystemgrid.org</gco:CharacterString>
                            </gmd:electronicMailAddress>
                        </gmd:CI_Address>
                    </gmd:address>
                </gmd:CI_Contact>
            </gmd:contactInfo>
            <gmd:role>
                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="pointOfContact">pointOfContact</gmd:CI_RoleCode>
            </gmd:role>
        </gmd:CI_ResponsibleParty>
    </gmd:contact>

    <gmd:dateStamp>
        <gco:DateTime>2023-11-12T10:05:02</gco:DateTime>
    </gmd:dateStamp>

    <gmd:metadataStandardName>
        <gco:CharacterString>ISO 19115 Geographic information - Metadata</gco:CharacterString>
    </gmd:metadataStandardName>

    <gmd:metadataStandardVersion>
        <gco:CharacterString>ISO 19115:2003(E)</gco:CharacterString>
    </gmd:metadataStandardVersion>

    <gmd:dataSetURI>
        <gco:CharacterString>https://doi.org/10.5065/mgb4-cd43</gco:CharacterString>
    </gmd:dataSetURI>


    <gmd:identificationInfo>
        <gmd:MD_DataIdentification>
            <gmd:citation>
                <gmd:CI_Citation>
                    <gmd:title>
                        <gco:CharacterString>CESM2 and CESM1 data supporting Long et al. (2021): Simulations with the Marine Biogeochemistry Library</gco:CharacterString>
                    </gmd:title>
                    <gmd:date>
                        <gmd:CI_Date>
                            <gmd:date>
                                <gco:Date>2022-04-20</gco:Date>
                            </gmd:date>
                            <gmd:dateType>
                                <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
                            </gmd:dateType>
                        </gmd:CI_Date>
                    </gmd:date>
                    <gmd:date>
                        <gmd:CI_Date>
                            <gmd:date>
                                <gco:Date>2022-03-29</gco:Date>
                            </gmd:date>
                            <gmd:dateType>
                                <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="modified">modified</gmd:CI_DateTypeCode>
                            </gmd:dateType>
                        </gmd:CI_Date>
                    </gmd:date>
                    <gmd:identifier>
                        <gmd:MD_Identifier>
                            <gmd:code>
                                <gmx:Anchor xlink:href="https://doi.org/10.5065/mgb4-cd43" xlink:title="DOI" xlink:actuate="onRequest">
                                    https://doi.org/10.5065/mgb4-cd43
                                </gmx:Anchor>
                            </gmd:code>
                        </gmd:MD_Identifier>
                    </gmd:identifier>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>M. C. Long</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>J. K. Moore</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>University of California Irvine - Department of Earth System Science</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>K. Lindsay</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>M. Levy</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>S. C. Doney</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>University of Virginia - Department of Environmental Sciences</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>J. Y. Luo</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory (Now at National Oceanic and Atmospheric Administration - Geophysical Fluid Dynamics Laboratory)</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>K. M. Krumhardt</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>R T. Letscher</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>University of New Hampshire - College of Engineering and Physical Sciences</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>M. Grover</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:individualName>
                                <gco:CharacterString>Z. T. Sylvester</gco:CharacterString>
                            </gmd:individualName>
                            <gmd:organisationName>
                                <gco:CharacterString>University of Colorado Boulder - Environmental Studies Program</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="author">author</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                    <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="publisher">publisher</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:citedResponsibleParty>
                </gmd:CI_Citation>
            </gmd:citation>
            <gmd:abstract>
                <gco:CharacterString>The Marine Biogeochemistry Library (MARBL) is a prognostic ocean biogeochemistry model that simulates marine ecosystem dynamics and the coupled cycles of carbon, nitrogen, phosphorus, iron, silicon, and oxygen.
MARBL is a component of the Community Earth System Model (CESM); it supports flexible ecosystem configuration of multiple phytoplankton and zooplankton functional types; it is also portable, designed to interface with multiple ocean circulation models. Here, we present scientific documentation of MARBL, describe its configuration in CESM2 experiments included in the Coupled Model Intercomparison Project version 6 (CMIP6), and evaluate its performance against a number of observational datasets.
The model simulates present-day air-sea CO2 flux and many aspects of the carbon cycle in good agreement with observations. However, the simulated integrated uptake of anthropogenic CO2 is weak, which we link to poor thermocline ventilation, a feature evident in simulated chlorofluorocarbon distributions. This also contributes to larger-than-observed oxygen minimum zones. Moreover, radiocarbon distributions show that the simulated circulation in the deep North Pacific is extremely sluggish, yielding extensive oxygen depletion and nutrient trapping at depth.
Surface macronutrient biases are generally positive at low latitudes and negative at high latitudes. CESM2 simulates globally-integrated net primary production (NPP) of 48 Pg C/yr and particulate export flux at 100m of 7.1 Pg C/yr. The impacts of climate change include an increase in globally-integrated NPP, but substantial declines in the North Atlantic.
Particulate export is projected to decline globally, attributable to decreasing export efficiency associated with changes in phytoplankton community composition.</gco:CharacterString>
            </gmd:abstract>
            <gmd:pointOfContact>
                <gmd:CI_ResponsibleParty>
                    <gmd:individualName>
                        <gco:CharacterString>DiscussCESMForums (http://bb.cgd.ucar.edu)</gco:CharacterString>
                    </gmd:individualName>
                    <gmd:organisationName>
                        <gco:CharacterString>UCAR/NCAR - Climate and Global Dynamics Laboratory</gco:CharacterString>
                    </gmd:organisationName>
                    <gmd:contactInfo>
                        <gmd:CI_Contact>
                            <gmd:address>
                                <gmd:CI_Address>
                                    <gmd:electronicMailAddress>
                                        <gco:CharacterString>esg-support@earthsystemgrid.org</gco:CharacterString>
                                    </gmd:electronicMailAddress>
                                </gmd:CI_Address>
                            </gmd:address>
                        </gmd:CI_Contact>
                    </gmd:contactInfo>
                    <gmd:role>
                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="pointOfContact">pointOfContact</gmd:CI_RoleCode>
                    </gmd:role>
                </gmd:CI_ResponsibleParty>
            </gmd:pointOfContact>
            <gmd:resourceFormat>
                <gmd:MD_Format>
                    <gmd:name>
                        <gco:CharacterString>NETCDF</gco:CharacterString>
                    </gmd:name>
                    <gmd:version gco:nilReason="missing"/>
                </gmd:MD_Format>
            </gmd:resourceFormat>
            <gmd:descriptiveKeywords>
                <gmd:MD_Keywords>
                    <gmd:keyword>
                        <gco:CharacterString>Dataset</gco:CharacterString>
                    </gmd:keyword>
                    <gmd:thesaurusName>
                        <gmd:CI_Citation>
                            <gmd:title>
                                <gco:CharacterString>DataCite Resource Type</gco:CharacterString>
                            </gmd:title>
                            <gmd:date>
                                <gmd:CI_Date>
                                    <gmd:date>
                                        <gco:Date>2014-10-16</gco:Date>
                                    </gmd:date>
                                    <gmd:dateType>
                                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
                                    </gmd:dateType>
                                </gmd:CI_Date>
                            </gmd:date>
                            <gmd:edition>
                                <gco:CharacterString>3.1</gco:CharacterString>
                            </gmd:edition>
                            <gmd:citedResponsibleParty>
                                <gmd:CI_ResponsibleParty>
                                    <gmd:organisationName>
                                        <gco:CharacterString>DataCite Metadata Working Group</gco:CharacterString>
                                    </gmd:organisationName>
                                    <gmd:role>
                                        <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="originator">originator</gmd:CI_RoleCode>
                                    </gmd:role>
                                </gmd:CI_ResponsibleParty>
                            </gmd:citedResponsibleParty>
                            <gmd:otherCitationDetails>
                                <gco:CharacterString>resourceTypeGeneral</gco:CharacterString>
                            </gmd:otherCitationDetails>
                        </gmd:CI_Citation>
                    </gmd:thesaurusName>
                </gmd:MD_Keywords>
            </gmd:descriptiveKeywords>

            <gmd:resourceConstraints>
                <gmd:MD_LegalConstraints>
                    <gmd:useLimitation>
                        <gco:CharacterString>
                            Creative Commons Attribution 4.0 International License.
                        </gco:CharacterString>
                    </gmd:useLimitation>
                    <gmd:otherConstraints>
                        <gco:CharacterString>
                        </gco:CharacterString>
                    </gmd:otherConstraints>
                </gmd:MD_LegalConstraints>
            </gmd:resourceConstraints>


            <gmd:language>
                <gco:CharacterString>eng; USA</gco:CharacterString>
            </gmd:language>



        </gmd:MD_DataIdentification>
    </gmd:identificationInfo>

    <gmd:distributionInfo>
        <gmd:MD_Distribution>
            <gmd:distributor>
                <gmd:MD_Distributor>
                    <gmd:distributorContact>
                        <gmd:CI_ResponsibleParty>
                            <gmd:organisationName>
                                <gco:CharacterString>UCAR/NCAR - CISL - CDP</gco:CharacterString>
                            </gmd:organisationName>
                            <gmd:role>
                                <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="resourceProvider">resourceProvider</gmd:CI_RoleCode>
                            </gmd:role>
                        </gmd:CI_ResponsibleParty>
                    </gmd:distributorContact>
                </gmd:MD_Distributor>
            </gmd:distributor>
            <gmd:transferOptions>
                <gmd:MD_DigitalTransferOptions>
                    <gmd:onLine>
                        <gmd:CI_OnlineResource>
                            <gmd:linkage>
                                <gmd:URL>https://www.earthsystemgrid.org/dataset/id/da1b87aa-0ae5-4ef0-a091-ed9df1932cd4.html</gmd:URL>
                            </gmd:linkage>
                            <gmd:protocol>
                                <gco:CharacterString>https</gco:CharacterString>
                            </gmd:protocol>
                            <gmd:applicationProfile>
                                <gco:CharacterString>browser</gco:CharacterString>
                            </gmd:applicationProfile>
                            <gmd:name>
                                <gco:CharacterString>CESM2 and CESM1 data supporting Long et al. (2021): Simulations with the Marine Biogeochemistry Library</gco:CharacterString>
                            </gmd:name>
                            <gmd:description>
                                <gco:CharacterString>Metadata Link</gco:CharacterString>
                            </gmd:description>
                            <gmd:function>
                                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
                            </gmd:function>
                        </gmd:CI_OnlineResource>
                    </gmd:onLine>
                </gmd:MD_DigitalTransferOptions>
            </gmd:transferOptions>
        </gmd:MD_Distribution>
    </gmd:distributionInfo>

</gmd:MD_Metadata>
