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        <gco:CharacterString>This Level 2 Snowfall Rate (SFR) product provides liquid equivalent, instantaneous snowfall rate. SFR is derived from ATMS, AMSU-A, MHS, and GMI observations onboard the S-NPP, NOAA-20, NOAA-21, Metop-B, Metop-C, and GPM satellites. GMI has a resolution of 6 km while the other sensors are 16 km at nadir. SFR observations provide a snow signature through cloud cover that can be used to quantify snowfall intensity and to identify the extent of a snowstorm and the location of the most intense snowfall. SFR data is most useful for filling observational gaps in radar poor regions such as mountains and remote locations. SFR is derived from two algorithms: a machine learning snowfall detection model and an 1DVAR-based snowfall rate estimation algorithm which is further enhanced with machine learning models. Data files are provided for each of the six satellites listed above in the netCDF-4 file format. SFR data from S-NPP, NOAA-20 and NOAA-21 are packaged into 9 minute Tar files consisting of 18 (30 second) netCDF (nc) granules. SFR data from Metop-B (M01), Metop-C (M03), and GPM are not packaged into Tar files. These data are provided as full orbit nc files (MO1), half-orbit nc files (M03), and 5-minute nc files (GPM). SFR data is produced by the NOAA Office of Satellite and Product Operations and is distributed by the Comprehensive Large Array-Data Stewardship System (CLASS) in the netCDF-4 file format with metadata attributes included.</gco:CharacterString>
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                            <gmd:URL>https://earthdata.nasa.gov/about/gcmd/global-change-master-directory-gcmd-keywords</gmd:URL>
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                            <gco:CharacterString>The information provided on this page seeks to define how the GCMD Keywords are structured, used and accessed. It also provides information on how users can participate in the further development of the keywords.</gco:CharacterString>
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            <gco:CharacterString>Geographic Region &gt; Global Land</gco:CharacterString>
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      <gmd:extent>
        <gmd:EX_Extent id="boundingExtent">
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            <gmd:EX_TemporalExtent id="boundingTemporalExtent">
              <gmd:extent>
                <gml:TimePeriod gml:id="datasetTimePeriod">
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                  <gml:endPosition indeterminatePosition="now" />
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        <gco:RecordType>SFR_v2r0_n20|n21|m01|m03|gpm|_sYYYYmmddHHMMSSf_eYYYYmmddHHMMSSf_cYYYYmmddHHMMSSf&gt;.nc</gco:RecordType>
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    <gmd:MD_Distribution>
      <gmd:distributor>
        <gmd:MD_Distributor>
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                <gmd:CI_Contact>
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                      <gmd:electronicMailAddress>
                        <gco:CharacterString>ncei.info@noaa.gov</gco:CharacterString>
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                  </gmd:address>
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                    <gmd:CI_OnlineResource>
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                        <gmd:URL>https://www.ncei.noaa.gov/contact</gmd:URL>
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                        <gco:CharacterString>NCEI Contact Information</gco:CharacterString>
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                        <gco:CharacterString>Information for contacts at NCEI.</gco:CharacterString>
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                        <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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                    </gmd:CI_OnlineResource>
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                </gmd:CI_Contact>
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                <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="distributor">distributor</gmd:CI_RoleCode>
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                <gco:CharacterString>In most cases, electronic downloads of the data are free. However, fees may apply for custom orders, data certifications, copies of analog materials, and data distribution on physical media.</gco:CharacterString>
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                <gco:CharacterString>Contact NCEI for other distribution options and instructions.</gco:CharacterString>
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            <gmd:MD_Format>
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                <gco:CharacterString>NetCDF</gco:CharacterString>
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                <gco:CharacterString>4</gco:CharacterString>
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          <gmd:distributorTransferOptions>
            <gmd:MD_DigitalTransferOptions>
              <gmd:onLine>
                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>https://www.ncei.noaa.gov/metadata/geoportal/rest/metadata/item/gov.noaa.ncdc:C01736/html</gmd:URL>
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                  <gmd:protocol>
                    <gco:CharacterString>HTTPS</gco:CharacterString>
                  </gmd:protocol>
                  <gmd:applicationProfile>
                    <gco:CharacterString>Landing Page</gco:CharacterString>
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                  <gmd:name>
                    <gco:CharacterString>NCEI Dataset Landing Page</gco:CharacterString>
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                  <gmd:description>
                    <gco:CharacterString>Landing page for the dataset.</gco:CharacterString>
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                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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          <gmd:distributorTransferOptions>
            <gmd:MD_DigitalTransferOptions>
              <gmd:onLine>
                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>http://www.class.noaa.gov/saa/products/search?datatype_family=PRECIP</gmd:URL>
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                  <gmd:protocol>
                    <gco:CharacterString>HTTPS</gco:CharacterString>
                  </gmd:protocol>
                  <gmd:applicationProfile>
                    <gco:CharacterString>Data Search Application</gco:CharacterString>
                  </gmd:applicationProfile>
                  <gmd:name>
                    <gco:CharacterString>NOAA CLASS Data Search and Order</gco:CharacterString>
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                  <gmd:description>
                    <gco:CharacterString>Search the data archive and submit an order for the dataset via the interface.</gco:CharacterString>
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                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="order">order</gmd:CI_OnLineFunctionCode>
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          </gmd:distributorTransferOptions>
          <gmd:distributorTransferOptions>
            <gmd:MD_DigitalTransferOptions>
              <gmd:onLine>
                <gmd:CI_OnlineResource>
                  <gmd:linkage>
                    <gmd:URL>https://ospo.noaa.gov/products/atmosphere/sfr/index.html</gmd:URL>
                  </gmd:linkage>
                  <gmd:applicationProfile>
                    <gco:CharacterString>Information</gco:CharacterString>
                  </gmd:applicationProfile>
                  <gmd:name>
                    <gco:CharacterString>NOAA OSPO Snowfall Rate Products</gco:CharacterString>
                  </gmd:name>
                  <gmd:description>
                    <gco:CharacterString>Webpage with product visualization.</gco:CharacterString>
                  </gmd:description>
                  <gmd:function>
                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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                </gmd:CI_OnlineResource>
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          </gmd:distributorTransferOptions>
        </gmd:MD_Distributor>
      </gmd:distributor>
    </gmd:MD_Distribution>
  </gmd:distributionInfo>
  <gmd:dataQualityInfo>
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        <gmd:DQ_Scope id="datasetScope">
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            <gmd:MD_ScopeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
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          <gmd:extent xlink:href="#boundingExtent" />
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      </gmd:scope>
      <gmd:lineage>
        <gmd:LI_Lineage>
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            <gco:CharacterString>The data were produced by the NOAA Office of Satellite and Product Operations (OSPO) and are archived at the NOAA National Centers for Environmental Information (NCEI).</gco:CharacterString>
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            <gmi:LE_ProcessStep id="ps001">
              <gmd:description>
                <gco:CharacterString>For a complete description of the processing steps, see the Algorithm Theoretical Basis Document and Data Flow Diagram.</gco:CharacterString>
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              <gmd:dateTime gco:nilReason="missing" />
              <gmd:processor>
                <gmd:CI_ResponsibleParty>
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                    <gco:CharacterString>Center for Satellite Applications and Research, NESDIS, NOAA, U.S. Department of Commerce</gco:CharacterString>
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                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
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                </gmd:CI_ResponsibleParty>
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              <gmd:source xlink:href="sd001">
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                  <gmd:description>
                    <gco:CharacterString>L1B Radiances from Metop-B, Metop-C, S-NPP, NOAA-20, and NOAA-21</gco:CharacterString>
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                </gmi:LE_Source>
              </gmd:source>
              <gmi:processingInformation>
                <gmi:LE_Processing>
                  <gmi:identifier gco:nilReason="missing" />
                  <gmi:documentation>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>JPSS STAR Science Documents</gco:CharacterString>
                      </gmd:title>
                      <gmd:date gco:nilReason="missing" />
                      <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
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                          </gmd:organisationName>
                          <gmd:role>
                            <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="publisher">publisher</gmd:CI_RoleCode>
                          </gmd:role>
                        </gmd:CI_ResponsibleParty>
                      </gmd:citedResponsibleParty>
                      <gmd:citedResponsibleParty>
                        <gmd:CI_ResponsibleParty>
                          <gmd:organisationName gco:nilReason="missing" />
                          <gmd:contactInfo>
                            <gmd:CI_Contact>
                              <gmd:onlineResource>
                                <gmd:CI_OnlineResource>
                                  <gmd:linkage>
                                    <gmd:URL>https://www.star.nesdis.noaa.gov/jpss/documents/ATBD/ATBD_SFR_v2.2.pdf</gmd:URL>
                                  </gmd:linkage>
                                  <gmd:protocol>
                                    <gco:CharacterString>HTTPS</gco:CharacterString>
                                  </gmd:protocol>
                                  <gmd:applicationProfile>
                                    <gco:CharacterString>Web Browser</gco:CharacterString>
                                  </gmd:applicationProfile>
                                  <gmd:name>
                                    <gco:CharacterString>JPSS STAR Science Documents</gco:CharacterString>
                                  </gmd:name>
                                  <gmd:description>
                                    <gco:CharacterString>Algorithm documentation</gco:CharacterString>
                                  </gmd:description>
                                  <gmd:function>
                                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
                                  </gmd:function>
                                </gmd:CI_OnlineResource>
                              </gmd:onlineResource>
                            </gmd:CI_Contact>
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          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep id="ps002">
              <gmd:description>
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              </gmd:description>
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                <gco:DateTime>2023-04-27T00:00:00</gco:DateTime>
              </gmd:dateTime>
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                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName gco:nilReason="missing" />
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          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep id="ps003">
              <gmd:description>
                <gco:CharacterString>The NOAA-21 ATMS SFR algorithm reached provisional status.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2024-03-07T00:00:00</gco:DateTime>
              </gmd:dateTime>
              <gmd:processor>
                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName gco:nilReason="missing" />
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
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                </gmd:CI_ResponsibleParty>
              </gmd:processor>
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          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep id="ps004">
              <gmd:description>
                <gco:CharacterString>The NOAA-21 ATMS SFR algorithm reached validated status.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2024-06-18T00:00:00</gco:DateTime>
              </gmd:dateTime>
              <gmd:processor>
                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName gco:nilReason="missing" />
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
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                </gmd:CI_ResponsibleParty>
              </gmd:processor>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:source>
            <gmi:LE_Source>
              <gmd:sourceCitation>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>L1B Radiances from Metop-B, Metop-C, S-NPP, NOAA-20, and NOAA-21</gco:CharacterString>
                  </gmd:title>
                  <gmd:date />
                </gmd:CI_Citation>
              </gmd:sourceCitation>
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        </gmd:LI_Lineage>
      </gmd:lineage>
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    <gmd:DQ_DataQuality>
      <gmd:scope>
        <gmd:DQ_Scope>
          <gmd:level>
            <gmd:MD_ScopeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="repository">repository</gmd:MD_ScopeCode>
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          <gmd:levelDescription>
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              <gmd:other>
                <gco:CharacterString>NOAA National Centers for Environmental Information</gco:CharacterString>
              </gmd:other>
            </gmd:MD_ScopeDescription>
          </gmd:levelDescription>
        </gmd:DQ_Scope>
      </gmd:scope>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>NOAA created the National Centers for Environmental Information (NCEI) by merging NOAA's National Climatic Data Center (NCDC), National Geophysical Data Center (NGDC), and National Oceanographic Data Center (NODC), including the National Coastal Data Development Center (NCDDC), per the Consolidated and Further Continuing Appropriations Act, 2015, Public Law 113-235. NCEI launched publicly on April 22, 2015.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2015-04-22T00:00:00</gco:DateTime>
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          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
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  <gmd:metadataMaintenance>
    <gmd:MD_MaintenanceInformation>
      <gmd:maintenanceAndUpdateFrequency>
        <gmd:MD_MaintenanceFrequencyCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_MaintenanceFrequencyCode" codeListValue="asNeeded">asNeeded</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>Bulk metadata change applied on 2023-06-23. See version control repository history for metadata change details.</gco:CharacterString>
      </gmd:maintenanceNote>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <!-- once published replace, with onestop link-->
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                                <gco:CharacterString>L1B Radiances from Metop-B, Metop-C, S-NPP, NOAA-20, and NOAA-21</gco:CharacterString>
                            </gmd:description>-->
</gmi:MI_Metadata>