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      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>CNMI</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>CoRIS Region</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="unknown" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:resourceConstraints>
        <gmd:MD_Constraints>
          <gmd:useLimitation>
            <gco:CharacterString>The National Oceanic and Atmospheric Administration (NOAA) National Centers for Coastal Ocean Science (NCCOS) produced this data CD-ROM. NCCOS Biogeography Program does not guarantee the accuracy of the geographic features or attributes. Please see the metadata records for each data set for complete information on the source, limitations, and proper use.
NOAA makes no warranty regarding these data, expressed or implied, nor does the fact of distribution constitute such a warranty. NOAA can not assume liability for and damages caused by any errors or omissions in these data, nor as a result of the failure of these data to function on a particular system.</gco:CharacterString>
          </gmd:useLimitation>
        </gmd:MD_Constraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
          <gmd:useConstraints>
            <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
          </gmd:useConstraints>
          <gmd:otherConstraints>
            <gco:CharacterString>Use Constraints: Not for navigation</gco:CharacterString>
          </gmd:otherConstraints>
        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
          <gmd:accessConstraints>
            <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
          </gmd:accessConstraints>
          <gmd:otherConstraints>
            <gco:CharacterString>Access Constraints: None</gco:CharacterString>
          </gmd:otherConstraints>
        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <gmd:aggregationInfo>
        <gmd:MD_AggregateInformation>
          <gmd:aggregateDataSetName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>Benthic Habitats of the Mariana Archipelago Prepared by Visual Interpretation from IKONOS satellite imagery procured by NOAA</gco:CharacterString>
              </gmd:title>
              <gmd:date>
                <gmd:CI_Date>
                  <gmd:date>
                    <gco:Date>2004-01-01</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:edition>
                <gco:CharacterString>version 1.1</gco:CharacterString>
              </gmd:edition>
              <gmd:citedResponsibleParty>
                <gmd:CI_ResponsibleParty>
                  <gmd:organisationName>
                    <gco:CharacterString>NOAA's Ocean Service, National Centers for Coastal Ocean Science (NCCOS)</gco:CharacterString>
                  </gmd:organisationName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:city>
                            <gco:CharacterString>Silver Spring</gco:CharacterString>
                          </gmd:city>
                          <gmd:administrativeArea>
                            <gco:CharacterString>MD</gco:CharacterString>
                          </gmd:administrativeArea>
                        </gmd:CI_Address>
                      </gmd:address>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
                  <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:CharacterString>Department of Commerce (DOC), National Oceanic and Atmospheric Administration (NOAA), National Ocean Service (NOS), National Centers for Coastal Ocean Science (NCCOS), Center for Coastal Monitoring and Assessment (CCMA), Biogeography Program</gco:CharacterString>
                  </gmd:organisationName>
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="originator">originator</gmd:CI_RoleCode>
                  </gmd:role>
                </gmd:CI_ResponsibleParty>
              </gmd:citedResponsibleParty>
              <gmd:presentationForm>
                <gmd:CI_PresentationFormCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_PresentationFormCode" codeListValue="mapDigital">mapDigital</gmd:CI_PresentationFormCode>
              </gmd:presentationForm>
            </gmd:CI_Citation>
          </gmd:aggregateDataSetName>
          <gmd:associationType>
            <gmd:DS_AssociationTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#DS_AssociationTypeCode" codeListValue="largerWorkCitation">largerWorkCitation</gmd:DS_AssociationTypeCode>
          </gmd:associationType>
        </gmd:MD_AggregateInformation>
      </gmd:aggregationInfo>
      <gmd:spatialRepresentationType>
        <gmd:MD_SpatialRepresentationTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_SpatialRepresentationTypeCode" codeListValue="vector">vector</gmd:MD_SpatialRepresentationTypeCode>
      </gmd:spatialRepresentationType>
      <gmd:language>
        <gco:CharacterString>eng; USA</gco:CharacterString>
      </gmd:language>
      <gmd:topicCategory>
        <gmd:MD_TopicCategoryCode>imageryBaseMapsEarthCover</gmd:MD_TopicCategoryCode>
      </gmd:topicCategory>
      <gmd:environmentDescription>
        <gco:CharacterString>Native Dataset Environment: Microsoft Windows XP Version 5.1 (Build 2600) Service Pack 1; ESRI ArcCatalog 9.0.0.535</gco:CharacterString>
      </gmd:environmentDescription>
      <gmd:extent>
        <gmd:EX_Extent id="boundingExtent">
          <gmd:geographicElement>
            <gmd:EX_GeographicBoundingBox id="boundingGeographicBoundingBox">
              <gmd:westBoundLongitude>
                <gco:Decimal>145.688530</gco:Decimal>
              </gmd:westBoundLongitude>
              <gmd:eastBoundLongitude>
                <gco:Decimal>145.831494</gco:Decimal>
              </gmd:eastBoundLongitude>
              <gmd:southBoundLatitude>
                <gco:Decimal>15.091594</gco:Decimal>
              </gmd:southBoundLatitude>
              <gmd:northBoundLatitude>
                <gco:Decimal>15.290391</gco:Decimal>
              </gmd:northBoundLatitude>
            </gmd:EX_GeographicBoundingBox>
          </gmd:geographicElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent id="boundingTemporalExtent">
              <gmd:extent>
                <gml:TimePeriod gml:id="d1e66">
                  <gml:beginPosition>2001-01-01</gml:beginPosition>
                  <gml:endPosition>2003-01-01</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
        </gmd:EX_Extent>
      </gmd:extent>
    </gmd:MD_DataIdentification>
  </gmd:identificationInfo>
  <gmd:contentInfo>
    <gmi:MI_CoverageDescription>
      <gmd:attributeDescription>
        <gco:RecordType>scnmi_benthic_habitats_final: Shapefile attribute table</gco:RecordType>
      </gmd:attributeDescription>
      <!--Entity Type Definition Source not translated: 
          None
        -->
      <gmd:contentType gco:nilReason="unknown" />
      <gmd:dimension>
        <gmd:MD_Band>
          <gmd:sequenceIdentifier>
            <gco:MemberName>
              <gco:aName>
                <gco:CharacterString>AREA</gco:CharacterString>
              </gco:aName>
              <gco:attributeType gco:nilReason="unknown" />
            </gco:MemberName>
          </gmd:sequenceIdentifier>
          <gmd:descriptor>
            <gco:CharacterString>Area of polygon</gco:CharacterString>
          </gmd:descriptor>
          <!--Attribute Definition Source not translated: 
          ArcView script
        -->
          <gmd:maxValue>
            <gco:Real>162605543.23</gco:Real>
          </gmd:maxValue>
          <gmd:minValue>
            <gco:Real>10.31</gco:Real>
          </gmd:minValue>
          <gmd:units>
            <gml:UnitDefinition gml:id="d1e614">
              <gml:identifier codeSpace="local">NA</gml:identifier>
              <gml:name>NA</gml:name>
            </gml:UnitDefinition>
          </gmd:units>
        </gmd:MD_Band>
      </gmd:dimension>
      <gmd:dimension>
        <gmd:MD_Band>
          <gmd:sequenceIdentifier>
            <gco:MemberName>
              <gco:aName>
                <gco:CharacterString>PERIMETER</gco:CharacterString>
              </gco:aName>
              <gco:attributeType gco:nilReason="unknown" />
            </gco:MemberName>
          </gmd:sequenceIdentifier>
          <gmd:descriptor>
            <gco:CharacterString>Perimeter of polygon</gco:CharacterString>
          </gmd:descriptor>
          <!--Attribute Definition Source not translated: 
          ArcView script
        -->
          <gmd:maxValue>
            <gco:Real>165991.33</gco:Real>
          </gmd:maxValue>
          <gmd:minValue>
            <gco:Real>13.84</gco:Real>
          </gmd:minValue>
          <gmd:units>
            <gml:UnitDefinition gml:id="d1e635">
              <gml:identifier codeSpace="local">NA</gml:identifier>
              <gml:name>NA</gml:name>
            </gml:UnitDefinition>
          </gmd:units>
        </gmd:MD_Band>
      </gmd:dimension>
      <gmd:dimension>
        <gmd:MD_Band>
          <gmd:sequenceIdentifier>
            <gco:MemberName>
              <gco:aName>
                <gco:CharacterString>ACRES</gco:CharacterString>
              </gco:aName>
              <gco:attributeType gco:nilReason="unknown" />
            </gco:MemberName>
          </gmd:sequenceIdentifier>
          <gmd:descriptor>
            <gco:CharacterString>Area of polygon in acres</gco:CharacterString>
          </gmd:descriptor>
          <!--Attribute Definition Source not translated: 
          ArcView script
        -->
          <gmd:maxValue>
            <gco:Real>40179.83</gco:Real>
          </gmd:maxValue>
          <gmd:minValue>
            <gco:Real>0.003</gco:Real>
          </gmd:minValue>
          <gmd:units>
            <gml:UnitDefinition gml:id="d1e656">
              <gml:identifier codeSpace="local">NA</gml:identifier>
              <gml:name>NA</gml:name>
            </gml:UnitDefinition>
          </gmd:units>
        </gmd:MD_Band>
      </gmd:dimension>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>FID</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Internal feature number.</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: ESRI-->
          <gmi:rangeElement>
            <gco:Record>ESRI</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>Shape</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Feature geometry.</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: ESRI-->
          <gmi:rangeElement>
            <gco:Record>Coordinates defining the features.</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>ID</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Value copied from UNIQUID field and used to run adjacency script for QA/QC</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: NOAA mapping QA/QC standard-->
          <gmi:rangeElement>
            <gco:Record>Habitat description | Habitat classification scheme for the Pacific</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>UNIQUEID</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>4 digit numerical value representing a unique habitat combination of structure and cover attributes</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: Habitat digitizing extension-->
          <gmi:rangeElement>
            <gco:Record>Habitat description | Habitat classification scheme for the Pacific</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>POLYGONID</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Incremental value generated for QA/QC adjacency test</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: ArcView script-->
          <gmi:rangeElement>
            <gco:Record>Incremental numeric field</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>ISLAND</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Name of Island</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: Manually assigned string-->
          <gmi:rangeElement>
            <gco:Record>Manually assigned character field</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>M_STRUCT</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Major reef structure</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: Habitat digitizing extension-->
          <gmi:rangeElement>
            <gco:Record>Assigned during digitizing character field</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>D_STRUCT</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Detailed structure</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: Habitat digitizing extension-->
          <gmi:rangeElement>
            <gco:Record>Assigned during digitizing character field</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>M_COVER</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Major biological cover</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: Habitat classification scheme-->
          <gmi:rangeElement>
            <gco:Record>Assigned during digitizing</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>P_COVER</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Percent biological cover of major cover type</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: Habitat classification scheme-->
          <gmi:rangeElement>
            <gco:Record>Assigned during digitizing character field</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>ZONE</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Geomorphologic zone</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: Habitat classification scheme-->
          <gmi:rangeElement>
            <gco:Record>Assigned during digitizing character field</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
      <gmi:rangeElementDescription>
        <gmi:MI_RangeElementDescription>
          <gmi:name>
            <gco:CharacterString>COVER_TYPE</gco:CharacterString>
          </gmi:name>
          <gmi:definition>
            <gco:CharacterString>Concatenated field of major cover and percent cover used for legend fill</gco:CharacterString>
          </gmi:definition>
          <!--Attribute Definition Source not translated: ArcView script-->
          <gmi:rangeElement>
            <gco:Record>Character field</gco:Record>
          </gmi:rangeElement>
        </gmi:MI_RangeElementDescription>
      </gmi:rangeElementDescription>
    </gmi:MI_CoverageDescription>
  </gmd:contentInfo>
  <gmd:distributionInfo>
    <gmd:MD_Distribution>
      <gmd:distributionFormat>
        <gmd:MD_Format>
          <gmd:name>
            <gco:CharacterString>PDF</gco:CharacterString>
          </gmd:name>
          <gmd:version gco:nilReason="unknown" />
        </gmd:MD_Format>
      </gmd:distributionFormat>
      <gmd:distributor>
        <gmd:MD_Distributor>
          <gmd:distributorContact>
            <gmd:CI_ResponsibleParty>
              <gmd:organisationName>
                <gco:CharacterString>National Oceanic and Atmospheric Administration (NOAA), National Ocean Service (NOS), National Centers for Coastal Ocean Science (NCCOS), Center for Coastal Monitoring and Assessment (CCMA), Biogeography Program</gco:CharacterString>
              </gmd:organisationName>
              <gmd:positionName>
                <gco:CharacterString>Biogeography Team Leader, Mapping Manager</gco:CharacterString>
              </gmd:positionName>
              <gmd:contactInfo>
                <gmd:CI_Contact>
                  <gmd:phone>
                    <gmd:CI_Telephone>
                      <gmd:voice>
                        <gco:CharacterString>301-713-3028</gco:CharacterString>
                      </gmd:voice>
                      <gmd:facsimile>
                        <gco:CharacterString>301-713-4388</gco:CharacterString>
                      </gmd:facsimile>
                    </gmd:CI_Telephone>
                  </gmd:phone>
                  <gmd:address>
                    <gmd:CI_Address>
                      <gmd:deliveryPoint>
                        <gco:CharacterString>1305 East West Highway</gco:CharacterString>
                      </gmd:deliveryPoint>
                      <gmd:city>
                        <gco:CharacterString>Silver Spring</gco:CharacterString>
                      </gmd:city>
                      <gmd:administrativeArea>
                        <gco:CharacterString>MD</gco:CharacterString>
                      </gmd:administrativeArea>
                      <gmd:postalCode>
                        <gco:CharacterString>20910</gco:CharacterString>
                      </gmd:postalCode>
                      <gmd:electronicMailAddress>
                        <gco:CharacterString>tim.battista@noaa.gov</gco:CharacterString>
                      </gmd:electronicMailAddress>
                    </gmd:CI_Address>
                  </gmd:address>
                </gmd:CI_Contact>
              </gmd:contactInfo>
              <gmd:role>
                <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="distributor">distributor</gmd:CI_RoleCode>
              </gmd:role>
            </gmd:CI_ResponsibleParty>
          </gmd:distributorContact>
          <gmd:distributionOrderProcess>
            <gmd:MD_StandardOrderProcess>
              <gmd:fees>
                <gco:CharacterString>None</gco:CharacterString>
              </gmd:fees>
            </gmd:MD_StandardOrderProcess>
          </gmd:distributionOrderProcess>
        </gmd:MD_Distributor>
      </gmd:distributor>
      <gmd:transferOptions>
        <gmd:MD_DigitalTransferOptions>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://cdn.coastalscience.noaa.gov/datasets/e99/PDFmaps/25-32_Saipan_HabitatStructureMaps.zip</gmd:URL>
              </gmd:linkage>
              <gmd:function>
                <gmd:CI_OnLineFunctionCode codeListValue="http://www.ngdc.noaa.gov/metadata/published/xsd/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeList="download">download</gmd:CI_OnLineFunctionCode>
              </gmd:function>
            </gmd:CI_OnlineResource>
          </gmd:onLine>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://cdn.coastalscience.noaa.gov/datasets/e99/PDFmaps/25-32_Saipan_HabitatCoverMaps.zip</gmd:URL>
              </gmd:linkage>
              <gmd:function>
                <gmd:CI_OnLineFunctionCode codeListValue="http://www.ngdc.noaa.gov/metadata/published/xsd/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeList="download">download</gmd:CI_OnLineFunctionCode>
              </gmd:function>
            </gmd:CI_OnlineResource>
          </gmd:onLine>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://cdn.coastalscience.noaa.gov/datasets/e99/PDFmaps/25-32_Saipan_HabitatZoneMaps.zip</gmd:URL>
              </gmd:linkage>
              <gmd:function>
                <gmd:CI_OnLineFunctionCode codeListValue="http://www.ngdc.noaa.gov/metadata/published/xsd/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeList="download">download</gmd:CI_OnLineFunctionCode>
              </gmd:function>
            </gmd:CI_OnlineResource>
          </gmd:onLine>
        </gmd:MD_DigitalTransferOptions>
      </gmd:transferOptions>
    </gmd:MD_Distribution>
  </gmd:distributionInfo>
  <gmd:dataQualityInfo>
    <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="dataset">dataset</gmd:MD_ScopeCode>
          </gmd:level>
        </gmd:DQ_Scope>
      </gmd:scope>
      <gmd:report>
        <gmd:DQ_AbsoluteExternalPositionalAccuracy>
          <gmd:nameOfMeasure>
            <gco:CharacterString>Horizontal Positional Accuracy Report</gco:CharacterString>
          </gmd:nameOfMeasure>
          <gmd:evaluationMethodDescription>
            <gco:CharacterString>RMS from digitized output was determined using the ESRI RMEer2 extension and shown to be less than 1m when conducted at 1:6000 scale.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
        </gmd:DQ_AbsoluteExternalPositionalAccuracy>
      </gmd:report>
      <gmd:report>
        <gmd:DQ_CompletenessCommission>
          <gmd:evaluationMethodDescription>
            <gco:CharacterString>NOAA supplied georeferenced imagery to Analytical Laboratories of Hawaii through BAE Systems Spectral Solutions. Delineation of all habitat boundaries was conducted with the image scale at 1:6,000. This ensures that the level of detail produced by the photo interpreter is uniform throughout the project. Also, NOAA has shown from similar mapping efforts in the Caribbean and Florida Keys that little additional information is gained from having the image at a smaller scale and the labor intensity increased significantly. The minimum mapping unit (MMU) for identifying habitats or features was 1 acre. The software utilized in this project was designed to alert the photo interpreter each time a polygon was drawn smaller than the MMU. When this occurred the photo interpreter has the choice whether to include the polygon in the data set. Only in areas where local coral reef managers expressed interest in specific map classes or in Marine Protected Areas were polygons of smaller then the MMU allowed.</gco:CharacterString>
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      <gmd:report>
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            <gco:CharacterString>All mapping was conducted from orthorectified IKONOS satellite imagery provided by NOS prior to map production. IKONOS satellite imagery was corrected for atmospheric and water column effects, color balanced, pan sharpened and deglinted. During the digitizing process, image stretches and manipulating image contrast, brightness and color balance were performed in the ArcView Image Analysis Extension to enhance features in the processed imagery. GIS topologic quality was established by executing ArcView extension routines that check for: overlapping polygons, multipart polygons, sliver polygons and void polygons. Additionally checks for adjacent polygons with the same habitat attributes were completed. All errors were identified and corrected. This file is believed to be logically consistent.</gco:CharacterString>
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                <gco:CharacterString>IKONOS images used in this habitat product were observed in 2001 through 2003. Benthic habitat maps were digitized by delineating habitat boundaries from georeferenced orthorectified IKONOS satellite imagery loaded into ArcView 3.3 GIS software with the Image Analysis and NOAA Coral Reef Habitat Digitizing extensions both activated. Digitizing was conducted using heads-up on computer screen methods with the minimum mapping unit (MMU) set to 1 acre and the image scale at 1:6,000. All IKONOS imagery was processed by NOS prior to map production. The imagery was corrected for atmospheric and water column effects, pan sharpened and deglinted. During the digitizing process, images were stretched and contrast, brightness and color balance were modified using the Arc View Image Analysis Extension to enhance features in the processed imagery. A first draft map was completed and features in the imagery where uncertainties existed, due to confusing or difficult to interpret signatures, were identified for future ground validation effort. An ArcView GIS point theme was generated with points positioned on the features of uncertain habitat type or along transects though gradients between habitat types. The GIS points were converted to GPS waypoints using Trimble Pathfinder Software and were navigated to in the field using a Trimble GeoExplorer 3 GPS data logger. A benthic habitat characterization was conducted at each site by snorkeling, free diving, or where water depth and clarity permitted, by observation from the surface . GPS data were collected at each location and site ID, depth, habitat type, zone and the method used to make the assessment were recorded. A second draft of the map was generated incorporating these ground validation data.</gco:CharacterString>
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                <gco:DateTime>2004-01-01T00:00:00</gco:DateTime>
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                    <gco:CharacterString>Dr. Miles Anderson</gco:CharacterString>
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                            <gco:CharacterString>(808) 262-2417</gco:CharacterString>
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                            <gco:CharacterString>(808) 262-7027</gco:CharacterString>
                          </gmd:facsimile>
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                            <gco:CharacterString>1320 Aalapapa Dr.</gco:CharacterString>
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                            <gco:CharacterString>Kailua</gco:CharacterString>
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                            <gco:CharacterString>miles@interpac.net</gco:CharacterString>
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                <gco:CharacterString>Source Contribution: This document identified the zone, structure and biological cover types attributed in the data set Source Type: Report</gco:CharacterString>
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                    <gco:CharacterString>Classification Scheme for Benthic Habitats of the Pacific</gco:CharacterString>
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                      <gmd:date>
                        <gco:Date>2003-01-01</gco:Date>
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                        <gco:CharacterString>NOAA's Ocean Service, National Centers for Coastal Ocean Science (NCCOS)</gco:CharacterString>
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                                <gco:CharacterString>Silver Spring</gco:CharacterString>
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                        <gco:CharacterString>M.S. Coyne</gco:CharacterString>
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                                <gmd:URL>https://cdn.coastalscience.noaa.gov/datasets/e99/manual.pdf</gmd:URL>
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                            </gmd:CI_OnlineResource>
                          </gmd:onlineResource>
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                <gco:CharacterString>Source Contribution: This ArcView extension was used to digitize and attribute benthic zones, structure and biological cover of this map. Source Type: computer program</gco:CharacterString>
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              <gmd:sourceCitation>
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                    <gco:CharacterString>Coral Reef Digitizing Extension</gco:CharacterString>
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                        <gco:Date>2003-01-01</gco:Date>
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                        <gco:CharacterString>NOAA's Ocean Service (NOS), National Centers for Coastal Ocean Science (NCCOS)</gco:CharacterString>
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                          <gmd:address>
                            <gmd:CI_Address>
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                                <gco:CharacterString>Silver Spring</gco:CharacterString>
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                        <gco:CharacterString>Ken Buja</gco:CharacterString>
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                                <gmd:URL>https://coastalscience.noaa.gov/project/habitat-digitizer-extension/</gmd:URL>
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                          </gmd:onlineResource>
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            <gmd:LI_Source id="_IKONOS_imagery">
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                      <gmd:date>
                        <gco:Date>2003-01-01</gco:Date>
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                    <gco:CharacterString>This imagery was obtained at a 4 m pixel resolution, corrected for water column and atmospheric effects, deglinted and Pan sharpened.</gco:CharacterString>
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