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          <gmd:otherConstraints>
            <gco:CharacterString>Use Constraints: These data are not to be used for navigation purposes. Please acknowledge NOAA Pacific Islands Fisheries Science Center, the Joint Institute for Marine and Atmospheric Research (JIMAR) University of Hawaii and Davey Jones Locker GIS Laboratory Oregon State University as the sources of this information.</gco:CharacterString>
          </gmd:otherConstraints>
        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
          <gmd:accessConstraints>
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            <gco:CharacterString>Not applicable</gco:CharacterString>
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        <gmd:MD_TopicCategoryCode>elevation</gmd:MD_TopicCategoryCode>
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              <gmd:eastBoundLongitude>
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              <gmd:southBoundLatitude>
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          <gmd:temporalElement>
            <gmd:EX_TemporalExtent id="boundingTemporalExtent">
              <gmd:extent>
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                  <gml:endPosition>2004-02-12</gml:endPosition>
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          </gmd:temporalElement>
        </gmd:EX_Extent>
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        <gco:CharacterString>Gridded multibeam data were collected aboard the Hi'ialakai, a 218' United States National Oceanographic and Atmospheric Administration (NOAA) research ship, and aboard the R/V AHI (Acoustic Habitat Investigator), a 25' survey launch owned and operated by the NOAA Pacific Islands Fisheries Science Center in Honolulu, HI. The metadata for the bathymetry is documented in the product metadata, tau_10m.txt. (http://www.soest.hawaii.edu/pibhmc/pibhmc_amsamoa_tau_bathy.htm) Original IKONOS imagery was purchased to support the Pacific Islands Geographic Information System (GIS) project and National Ocean Service's (NOS) coral mapping activities. Orthographically corrected IKONOS Imagery was provided by NOAA's National Centers for Coastal Ocean Science, Center for Coastal Monitoring and Assessment. The metadata for this IKONOS imagery is documented in the product metadata, tau_msi_metadata_2003.txt. (https://www.soest.hawaii.edu/pibhmc/cms)</gco:CharacterString>
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                        <gco:CharacterString>104 Wilkinson Hall, Oregon State University</gco:CharacterString>
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                      <gmd:city>
                        <gco:CharacterString>Corvallis</gco:CharacterString>
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                      <gmd:administrativeArea>
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              </gmd:contactInfo>
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        <gmd:MD_DigitalTransferOptions>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
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    <gmd:DQ_DataQuality>
      <gmd:scope>
        <gmd:DQ_Scope>
          <gmd:level>
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            <gco:CharacterString>Horizontal Positional Accuracy Report</gco:CharacterString>
          </gmd:nameOfMeasure>
          <gmd:evaluationMethodDescription>
            <gco:CharacterString>Horizontal positioning system: GPS C/A Horizontal position accuracy: 25 meters</gco:CharacterString>
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          <gmd:result gco:nilReason="missing" />
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      <gmd:report>
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            <gco:CharacterString>Vertical Positional Accuracy Report</gco:CharacterString>
          </gmd:nameOfMeasure>
          <gmd:evaluationMethodDescription>
            <gco:CharacterString>Range resolution of sonar: varies with depth Raw sounding resolution: varies with depth Vertical accuracy of gridded sonar product: ~ 1% of water depth Vertical accuracy of derived bathymetry product: 5 meter range</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
        </gmd:DQ_AbsoluteExternalPositionalAccuracy>
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      <gmd:report>
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          <gmd:result gco:nilReason="unknown" />
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      </gmd:report>
      <gmd:report>
        <gmd:DQ_ConceptualConsistency>
          <gmd:measureDescription>
            <gco:CharacterString>These data are believed to be logically consistent though no tests were performed</gco:CharacterString>
          </gmd:measureDescription>
          <gmd:result gco:nilReason="unknown" />
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      </gmd:report>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Multiple tools in ENVI 4.3 were used to complete the following processing steps: Data conversion from digital number to radiance, correction for atmosphere and water surface reflection, linearization of spectral decay as function of depth, masking of non-applicable values, and bathymetric derivation using variables from multiple linear regression analysis. Multiple tools in ArcGIS 9.3 were used for dataset integration and to extract values for the multiple linear regression analysis and subsequent error analyses. The statisitcs program S-Plus was used for the multiple linear regression analysis to provide original variables for depth derivation. The multivariate slope intercept formula used to derive depth was Depth=Yint+(Mblue)(Xblue)+(Mgreen)(Xgreen). Three derived products, two from the same image (Tau02) and one from an additional image (Tau00) were integrated to expand coverage. The original variables for Tau02 were Yint=8.5332, Mblue=-7.9868, and Mgreen= 23.6889. For the first product used in the mosaic (BD12), the slope values were reduced to Mblue=-6.9868 and Mgreen=22.6889 to increase depth estimates in shallow areas. In an attempt to improve accuracy, the spectral data were re-linearized and new multiple linear regression produced the variables Yint=1.8707, Mblue=-4.2392 and Mgreen=12.9777. These variables resulted in the second product (DB14) used in the mosaic. The third product (DB12) was derived from Tau00 to fill a gap in the NW corner of the island not covered by Tau02. The original MLR variables were Yint= 19.6442, Mblue=-7.8246 and Mgreen=27.4854. The slope values were changed to Mblue=-2.8246 and Mgreen=22.4854 to increase depth estimates in shallow areas. While compiling the derived bathymetry mosaic, Tau02-DB12 values were prioritized over Tau02-DB14 values and Tau02 values (DB12/14) were prioritized over Tau00-DB12 values. When the derived bathymetry mosaic was integrated with multibeam bathymetry to create the final procuct, sonar depth values were prioritized over derived depths. A detailed description of all processing steps is available at: http://oregonstate.edu/~hogrefek/Cookbook/Cookbook_042108.pdf</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2010-05-01T00:00:00</gco:DateTime>
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          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
  <gmd:metadataConstraints>
    <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>
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      <gmd:otherConstraints>
        <gco:CharacterString>Metadata Access Constraints: None</gco:CharacterString>
      </gmd:otherConstraints>
    </gmd:MD_LegalConstraints>
  </gmd:metadataConstraints>
  <gmd:metadataConstraints>
    <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>Metadata Use Constraints: None</gco:CharacterString>
      </gmd:otherConstraints>
    </gmd:MD_LegalConstraints>
  </gmd:metadataConstraints>
  <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="annually">annually</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>This metadata was automatically generated from the FGDC Content Standards for Digital Geospatial Metadata standard (version FGDC-STD-001-1998) using the 2016-01-11 version of the FGDC RSE to ISO 19115-2 transform.</gco:CharacterString>
      </gmd:maintenanceNote>
      <gmd:maintenanceNote>
        <gco:CharacterString>Translated from FGDC 2025-03-24T19:19:08.277Z</gco:CharacterString>
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      <gmd:maintenanceNote>
        <gco:CharacterString>Last Metadata Review Date: 2010-08-23</gco:CharacterString>
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          <gmd:contactInfo>
            <gmd:CI_Contact>
              <gmd:phone>
                <gmd:CI_Telephone>
                  <gmd:voice>
                    <gco:CharacterString>541-740-8444</gco:CharacterString>
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                </gmd:CI_Telephone>
              </gmd:phone>
              <gmd:address>
                <gmd:CI_Address>
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        </gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
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