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        <gco:CharacterString>Bathymetric data derived from a multipectral World View-2 satellite image mosaiced to provide near complete coverage of nearshore terrain around the islands. Bathymetry values shallower than ~20 m were derived by gauging the reletive attenuation of coastal, blue, green and yellow spectral radiance as a function of depth. A multiple linear regression analysis of coastal, blue, green and yellow band spectral values against depth determined the variables of y-intercept, coastal,blue, green and yellow slope values. Variables then used in multivariate slope intercept formula to derive depth. Variables were adjusted to improve the statistical accuracy and spatial coverage of the final derived bathymetry product. Digital image processing to derive depths conducted with the ENVI 4.8 software program while data editing and integration was performed using ArcGIS 10 This data set is for the shelf environment of Swains Island, American Samoa, South Pacific.</gco:CharacterString>
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NOAA makes no warranty regarding these data, expressed or implied,
nor does the fact of distribution constitute such a warranty.
NOAA cannot assume liability for any 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>
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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 as the sources of this information.</gco:CharacterString>
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        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
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        <gco:CharacterString>Original Wordl View-2 imagery was purchased to support the Pacific Islands Geographic Information System (GIS) project and National Ocean Service's (NOS) coral mapping activities. Orthographically corrected World View-2 Imagery was provided by USDA NRCS. The metadata for this World View-2 imagery is documented in the original product metadata, 10AUG26215148-M3DS-052573207020_01_P001.#check#(https://www.soest.hawaii.edu/pibhmc/cms)</gco:CharacterString>
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            <gmd:CI_OnlineResource>
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                <gco:CharacterString>Multiple tools in ENVI 4.8 were used to complete the following processing steps: Data conversion from digital number to radiance, correction for atmosphere and water surface reflection, 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 Microsoft program Excel 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+(Mcoastal)(Xcoastal)+(Mblue)(Xblue)+ (Mgreen)(Xgreen)+(Myellow)(XYellow).Two products were derived, both from the original image 10AUG26215148-M3DS-052573207020_01_P001, which was devided into Swains shallow and deep.The MLR variables for "Swains shallow" was Yint=-1.200274621, Mcoastal=-0.077167143, Mblue=-0.069652146, Mgreen=0.200453994, Myellow=-0.086658075, for "Swains deep" were Yint=5.36438271, coastal=-0.766939814, Mblue=0.024300732, Mgreen=1.546256648, Myellow=-0.072663819 and The derived bathymetry were in turn mosaiced giving the data from Swains shallow priority in depth &gt;/=-6 and Swains deep in depth &lt;-6 due to its statistaclly higher accuracy. A detailed description of all processing steps and an error analysis of each derived bathymetry grid used is available upon request.</gco:CharacterString>
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              <gmd:dateTime>
                <gco:DateTime>2014-01-09T00:00:00</gco:DateTime>
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        <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>
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