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            <gco:CharacterString>These data are not to be used for navigational purposes.
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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            <gco:CharacterString>Use Constraints: These data are not to be used for navigation purposes. Please acknowledge the NOAA Coral Reef Ecosystem Division, Pacific Islands Fisheries Science Center and the Pacific Islands Benthic Habitat Mapping Center, School of Ocean and Earth Science and Technology, University of Hawaii as the sources of this information.</gco:CharacterString>
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        <gco:CharacterString>The hard and soft substrate map produced by NOAA Pacific Islands Fisheries Science Center Coral Reef Ecosystem Division was derived using Reson 8101 backscatter data, bathymetric variance (at 2 scales) and bathymetric rugosity. The sonar frequency is 240 kHz for the Reson 8101 multibeam data. Bathymetry and backscatter data were resampled to 5 m grid cell size prior to the classification. As limited seafloor photographs for groundtruthing were available for Ofu-Olosega at the time of production, the classification was unsupervised. However, in locations such as French Frigate Shoals, NWHI and Tutuila, American Samoa, where ground truth data were available, the unsupervised classification method has been found to be a good predictor of substrate type in similar depth ranges and seafloor environments. The shallow-water habitat map produced by NOAA Biogeography Branch was derived by digitally delineating habitat boundaries from georeferenced sonar and orthorectified IKONOS satellite imagery in ArcGIS using the NOAA Habitat Digitizing extension. A first draft map was completed, and areas identified for ground validation. At each ground validation point benthic habitat was characterized by drop camera, free diving or surface observation. A second draft map was produced incorporating the ground validation data.</gco:CharacterString>
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