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The visual estimate data provided in this dataset were collected during towed-diver surveys which includes percentage cover of total live hard corals, stressed hard corals, soft corals, sand, coralline algae, and macroalgae, and the number of individual macroinvertebrates (crown of thorns starfish (COTS), sea urchins, and giant clams). Benthic habitat complexity and type data are also collected as part of the survey with the following habitat type categories: continuous reef, spur and groove, patch reefs, rock boulders, pavement, rubble flat, sand flats, pinnacle, and wall.

The data were collected at coral reefs across all U.S.-affiliated regions as part of the NOAA Pacific Islands Fisheries Science Center (PIFSC), Coral Reef Ecosystem Program (CREP) led missions since 2000. These data can be accessed online via the NOAA National Centers for Environmental Information (NCEI) Ocean Archive.</gco:CharacterString>
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The latitude and longitude coordinates of the survey track are recorded using a Global Positioning System (GPS) receiver on-board the tow boat. The survey track is georeferenced and a layback model is applied (python script in ESRI ArcGIS for Desktop) that more accurately maps the positions of the recorded observations.</gco:CharacterString>
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                  <gml:beginPosition>2002-09-11</gml:beginPosition>
                  <gml:endPosition>2002-10-04</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-1-10">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2003-07-14</gml:beginPosition>
                  <gml:endPosition>2003-08-08</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-1-11">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2004-09-16</gml:beginPosition>
                  <gml:endPosition>2004-10-11</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-1-12">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2006-09-03</gml:beginPosition>
                  <gml:endPosition>2006-10-01</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-1-13">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2008-09-14</gml:beginPosition>
                  <gml:endPosition>2008-10-09</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-1-14">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2010-09-07</gml:beginPosition>
                  <gml:endPosition>2010-09-24</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
        </gmd:EX_Extent>
      </gmd:extent>
      <gmd:extent>
        <gmd:EX_Extent>
          <gmd:description>
            <gco:CharacterString>American Samoa</gco:CharacterString>
          </gmd:description>
          <gmd:geographicElement>
            <!-- Corresponds to geographic description of next GeographicElement-->
            <gmd:EX_GeographicBoundingBox>
              <gmd:westBoundLongitude>
                <gco:Decimal>-171.09273053</gco:Decimal>
              </gmd:westBoundLongitude>
              <gmd:eastBoundLongitude>
                <gco:Decimal>-168.13673589</gco:Decimal>
              </gmd:eastBoundLongitude>
              <gmd:southBoundLatitude>
                <gco:Decimal>-14.91052889</gco:Decimal>
              </gmd:southBoundLatitude>
              <gmd:northBoundLatitude>
                <gco:Decimal>-11.04527083</gco:Decimal>
              </gmd:northBoundLatitude>
            </gmd:EX_GeographicBoundingBox>
          </gmd:geographicElement>
          <gmd:geographicElement>
            <gmd:EX_GeographicDescription>
              <gmd:geographicIdentifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <gco:CharacterString>American Samoa including Tutuila, Manu'a (Ofo, Olosega, and Ta'u), Rose Atoll, South Bank, and Swains.</gco:CharacterString>
                  </gmd:code>
                </gmd:MD_Identifier>
              </gmd:geographicIdentifier>
            </gmd:EX_GeographicDescription>
          </gmd:geographicElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-2-1">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2002-02-09</gml:beginPosition>
                  <gml:endPosition>2002-03-03</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-2-2">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2004-02-04</gml:beginPosition>
                  <gml:endPosition>2004-02-25</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-2-3">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2006-02-11</gml:beginPosition>
                  <gml:endPosition>2006-03-09</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-2-4">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2008-02-18</gml:beginPosition>
                  <gml:endPosition>2008-03-18</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-2-5">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2010-02-23</gml:beginPosition>
                  <gml:endPosition>2010-03-20</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-2-6">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2012-03-21</gml:beginPosition>
                  <gml:endPosition>2012-04-25</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
        </gmd:EX_Extent>
      </gmd:extent>
      <gmd:extent>
        <gmd:EX_Extent>
          <gmd:description>
            <gco:CharacterString>Pacific Remote Island Areas (PRIA)</gco:CharacterString>
          </gmd:description>
          <gmd:geographicElement>
            <!-- Corresponds to geographic description of next GeographicElement-->
            <gmd:EX_GeographicBoundingBox>
              <gmd:westBoundLongitude>
                <gco:Decimal>166.59345657</gco:Decimal>
              </gmd:westBoundLongitude>
              <gmd:eastBoundLongitude>
                <gco:Decimal>166.66057</gco:Decimal>
              </gmd:eastBoundLongitude>
              <gmd:southBoundLatitude>
                <gco:Decimal>19.26696409</gco:Decimal>
              </gmd:southBoundLatitude>
              <gmd:northBoundLatitude>
                <gco:Decimal>19.32606047</gco:Decimal>
              </gmd:northBoundLatitude>
            </gmd:EX_GeographicBoundingBox>
          </gmd:geographicElement>
          <gmd:geographicElement>
            <gmd:EX_GeographicDescription>
              <gmd:geographicIdentifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <gco:CharacterString>Wake Island, one of the seven PRIA, is routinely surveyed as part of the Mariana Archipelago RAMP (MARAMP) missions.</gco:CharacterString>
                  </gmd:code>
                </gmd:MD_Identifier>
              </gmd:geographicIdentifier>
            </gmd:EX_GeographicDescription>
          </gmd:geographicElement>
          <gmd:geographicElement>
            <!-- Corresponds to geographic description of next GeographicElement-->
            <gmd:EX_GeographicBoundingBox>
              <gmd:westBoundLongitude>
                <gco:Decimal>-176.6269294</gco:Decimal>
              </gmd:westBoundLongitude>
              <gmd:eastBoundLongitude>
                <gco:Decimal>-159.97143455</gco:Decimal>
              </gmd:eastBoundLongitude>
              <gmd:southBoundLatitude>
                <gco:Decimal>-0.38304574</gco:Decimal>
              </gmd:southBoundLatitude>
              <gmd:northBoundLatitude>
                <gco:Decimal>16.78843124</gco:Decimal>
              </gmd:northBoundLatitude>
            </gmd:EX_GeographicBoundingBox>
          </gmd:geographicElement>
          <gmd:geographicElement>
            <gmd:EX_GeographicDescription>
              <gmd:geographicIdentifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <gco:CharacterString>Phoenix (Baker and Howland) and Line Islands (Jarvis, Kingman, and Palmyra), and Johnston Atoll. These six of the seven PRIA are routinely surveyed as part of the American Samoa RAMP (ASRAMP) missions (Johnston, Baker and Howland during the first leg of ASRAMP, and Jarvis, Kingman, and Palmyra during the last leg of ASRAMP).</gco:CharacterString>
                  </gmd:code>
                </gmd:MD_Identifier>
              </gmd:geographicIdentifier>
            </gmd:EX_GeographicDescription>
          </gmd:geographicElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-1">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2005-10-18</gml:beginPosition>
                  <gml:endPosition>2005-10-21</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-2">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2007-04-30</gml:beginPosition>
                  <gml:endPosition>2007-05-03</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-3">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2009-03-22</gml:beginPosition>
                  <gml:endPosition>2009-03-26</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-4">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2011-03-23</gml:beginPosition>
                  <gml:endPosition>2011-03-27</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-5">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2001-02-07</gml:beginPosition>
                  <gml:endPosition>2001-02-23</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-6">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2002-01-29</gml:beginPosition>
                  <gml:endPosition>2002-02-01</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-7">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2004-01-12</gml:beginPosition>
                  <gml:endPosition>2004-01-24</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-8">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2004-03-26</gml:beginPosition>
                  <gml:endPosition>2004-04-04</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-9">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2006-01-18</gml:beginPosition>
                  <gml:endPosition>2006-02-01</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-10">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2006-03-20</gml:beginPosition>
                  <gml:endPosition>2006-04-02</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-11">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2008-01-27</gml:beginPosition>
                  <gml:endPosition>2008-02-09</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-12">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2008-03-26</gml:beginPosition>
                  <gml:endPosition>2008-04-07</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-13">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2002-03-10</gml:beginPosition>
                  <gml:endPosition>2002-03-19</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-14">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2010-01-24</gml:beginPosition>
                  <gml:endPosition>2010-02-08</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-15">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2010-04-01</gml:beginPosition>
                  <gml:endPosition>2010-04-17</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-16">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2012-03-02</gml:beginPosition>
                  <gml:endPosition>2012-03-16</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-3-17">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2012-05-03</gml:beginPosition>
                  <gml:endPosition>2012-05-19</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
        </gmd:EX_Extent>
      </gmd:extent>
      <gmd:extent>
        <gmd:EX_Extent>
          <gmd:description>
            <gco:CharacterString>Mariana Archipelago</gco:CharacterString>
          </gmd:description>
          <gmd:geographicElement>
            <!-- Corresponds to geographic description of next GeographicElement-->
            <gmd:EX_GeographicBoundingBox>
              <gmd:westBoundLongitude>
                <gco:Decimal>142.43575067</gco:Decimal>
              </gmd:westBoundLongitude>
              <gmd:eastBoundLongitude>
                <gco:Decimal>145.85367032</gco:Decimal>
              </gmd:eastBoundLongitude>
              <gmd:southBoundLatitude>
                <gco:Decimal>12.80619352</gco:Decimal>
              </gmd:southBoundLatitude>
              <gmd:northBoundLatitude>
                <gco:Decimal>20.55415502</gco:Decimal>
              </gmd:northBoundLatitude>
            </gmd:EX_GeographicBoundingBox>
          </gmd:geographicElement>
          <gmd:geographicElement>
            <gmd:EX_GeographicDescription>
              <gmd:geographicIdentifier>
                <gmd:MD_Identifier>
                  <gmd:code>
                    <gco:CharacterString>Mariana Archipelago including Guam, Rota, Tinian, Aguijan, Saipan, Sarigan, Guguan, Alamagan, Pagan, Agrihan, Asuncion, Maug, Farallon de Pajaros, Anatahan, Arakane, Pathfinder, Santa Rosa, Stingray, Supply, and Tatsumi.</gco:CharacterString>
                  </gmd:code>
                </gmd:MD_Identifier>
              </gmd:geographicIdentifier>
            </gmd:EX_GeographicDescription>
          </gmd:geographicElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-1">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2003-08-22</gml:beginPosition>
                  <gml:endPosition>2003-09-28</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-2">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2005-09-04</gml:beginPosition>
                  <gml:endPosition>2005-09-30</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-3">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2005-10-03</gml:beginPosition>
                  <gml:endPosition>2005-10-08</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-4">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2007-05-12</gml:beginPosition>
                  <gml:endPosition>2007-05-22</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-5">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2007-05-25</gml:beginPosition>
                  <gml:endPosition>2007-06-08</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-6">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2009-04-03</gml:beginPosition>
                  <gml:endPosition>2009-04-14</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-7">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2009-04-15</gml:beginPosition>
                  <gml:endPosition>2009-05-05</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="boundingTemporalExtent-4-8">
                  <gml:description>| Currentness: Ground Condition</gml:description>
                  <gml:beginPosition>2011-04-07</gml:beginPosition>
                  <gml:endPosition>2011-05-09</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
        </gmd:EX_Extent>
      </gmd:extent>
    </gmd:MD_DataIdentification>
  </gmd:identificationInfo>
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      <gmd:featureCatalogueCitation xlink:href="https://www.fisheries.noaa.gov/inport/item/36873" xlink:actuate="onRequest">
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          </gmd:title>
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            <gmd:CI_Date>
              <gmd:date>
                <gco:Date>2017-06-27</gco:Date>
              </gmd:date>
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                <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
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                <gco:CharacterString>NOAA National Centers for Environmental Information</gco:CharacterString>
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                <gco:CharacterString>Observations from towed-diver surveys of the benthic habitat conducted across the Pacific Islands Region by the PIFSC Ecosystem Sciences Division from 2000 to 2012.</gco:CharacterString>
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            <gco:CharacterString>Accuracy</gco:CharacterString>
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            <gco:CharacterString>Observations during each tow were made by trained divers. The visual variation throughout the tow may change drastically as well as current and surface conditions for the support vessel impacting the preferred depth contour and accompanying track lines.</gco:CharacterString>
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            <gco:CharacterString>Analytical Accuracy</gco:CharacterString>
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            <gco:CharacterString>The different benthic elements and macroinvertebrate taxa are recorded as percentage cover. Note that the total percentage cover will not add up to 100%, as all possible benthic categories are not included. 
From 2000 to 2004, benthic cover estimates are recorded to the nearest percentage and macroinvertebrate estimates are individual counts. 
In 2004 (BIN_A), benthic cover and macroinvertebrate categories and the corresponding percentage range bins are as follows:
Category 1: 0 %
Category 2: 0 - 1 %
Category 3: 1 - 5 %
Category 4: 5 - 10 %
Category 5: 10 - 25 %
Category 6: 25 - 50 %
Category 7: 50 - 75 %
Category 8: 75 - 100 %

From 2004 to 2012 (BIN_B), benthic cover and macroinvertebrate categories and the corresponding percentage range bins are as follows:
Category 1: 0.1 - 1 %
Category 2: 1.1 - 5 %
Category 3: 5.1 - 10 %
Category 4: 10.1 - 20 %
Category 5: 20.1 - 30 %
Category 6: 30.1 - 40 %
Category 7: 40.1 - 50 %
Category 8: 50.1 – 62.5 %
Category 9: 62.5 – 75 %
Category 10: 75.1 – 100 %

The following is a summary of the changes in benthic cover and macroinvertebrate categories, respectively:
2000 (Perc_a) – live hard coral, dead coral, algae, sand, hard bottom/rock ; lobster, COTs, urchins
2001 (Perc_b) - live hard coral, dead coral, rubble, carbonate pavement, algae (coralline and fleshy), sand (fine, medium, coarse), hard bottom/rock (cobble, boulder, basalt pavement); lobster, COTs, urchins (boring, free), Holothurian, Asteroid
2002 (Perc_d) - hard coral (live, dead, rubble, carbonate pavement), algae (coralline and fleshy), sand (fine, medium, coarse), hard bottom/rock (cobble, boulder, basalt pavement); lobster, COTs, urchins (boring, free), Holothurian, giant clams
2002 (Perc_c) – hard coral (live, stressed, bleached, dead, rubble, carbonate pavement), algae (coralline and fleshy), sand (fine, medium, coarse), hard bottom/rock (cobble, boulder, basalt pavement); lobster/octopus, COTs, urchins (boring, free), sea cucumbers, pearl oyster
2003 to 2004 (Perc_c) - hard coral (normal, pale, white, recently dead), pavement (covered with: bare, fleshy algae, calcareous algae), rubble (covered with: bare, fleshy algae, calcareous algae), sand (fine: bare or with fleshy algae, medium: bare or with fleshy algae, coarse: bare or with fleshy algae), hard bottom/rock (covered with: bare, fleshy algae, calcareous algae); lobster/octopus, COTs, urchins (boring, free), sea cucumbers, pearl oyster, giant clams
2004 (BIN_A) - hard coral (live, stressed, dead), macroalgae, coralline algae; lobster/octopus, COTs, urchins (boring, free), sea cucumbers
2005 to 2012 (BIN_B) - hard coral (live, stressed/bleached), soft coral, sand, rubble, macroalgae, coralline algae; COTs, urchins, sea cucumbers, giant clams

Habitat complexity data is based on a six-point subjective assessment of topographical diversity and complexity of the benthic habitat. Classified according to 1 of 6 categories: low (L), medium-low (ML), medium (M), medium-high (MH), high (H), and very high (VH). Habitat type is recorded as dominant, abundant, common, occasional, rare (DACOR) from 2001 to 2002 and from 2003 to 2012 only the dominant habitat type is recorded. 

The following is a summary of the changes in habitat categories:
2000 – not recorded
2001 - spur and groove, flats, patch reef, linear/reticulate reef, pinnacle, canyon, channel or pass, cave, hole or pool, artificial structure
2002 - spur and groove, patch reef, linear/aggregate reef, scattered coral in sand
2003 to 2012 - continuous reef, spur and groove, patch reef, pavement, sand flat, rubble flat, bedrock, rock boulders</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
        </gmd:DQ_QuantitativeAttributeAccuracy>
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      <gmd:report>
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          <gmd:nameOfMeasure>
            <gco:CharacterString>Completeness Report</gco:CharacterString>
          </gmd:nameOfMeasure>
          <gmd:evaluationMethodDescription>
            <gco:CharacterString>The towed-diver surveys are completed in forereef, backreef, and lagoon habitats. Considering that the towed-divers are covering ~200 m during each 5-min time frame of a 50-minute survey, benthic coverage calculations are broad estimates. These data can be used to see large differences but can not be process to a fine scale.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
        </gmd:DQ_CompletenessCommission>
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      <gmd:report>
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            <gco:CharacterString>Conceptual Consistency</gco:CharacterString>
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            <gco:CharacterString>The same methods of data collection are used during each tow. Regular examination and comparisons of the data are conducted throughout each mission to check for diver bias or other discrepancies.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
        </gmd:DQ_ConceptualConsistency>
      </gmd:report>
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        <gmd:LI_Lineage>
          <gmd:statement>
            <gco:CharacterString>The data is captured on physical data sheets by each diver, then transferred to a MS Access database on the ship. At the conclusion of the cruise, the data is migrated to the PIFSC Oracle database, where there are several database views used to analyze the data.</gco:CharacterString>
          </gmd:statement>
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            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>A pair of scuba divers is towed about 1 m above the reef roughly 60 m behind a small boat at a constant speed of about 1.5 knots. One diver quantifies fish populations, and the other diver quantifies the benthos. Each diver maneuvers their own towboard. Towboards are connected to the small boat by a bridle and towline and outfitted with various survey equipment, including a video camera on the fish towboard. The benthic diver records percentage cover of total live hard corals, stressed hard corals, soft corals, sand, coralline algae, and macroalgae, and the number of individual macroinvertebrates (crown of thorns starfish (COTS), sea urchins, and giant clams) as well as benthic habitat complexity and type data.

A towed survey is typically 50 min long and covers about 2 km of habitat. Each survey is divided into 5-min segments, with data recorded separately per segment to allow for georeferencing of observations within the ~200 m covered during each segment. Throughout a survey, the latitude and longitude of its survey track are recorded at 5-s intervals on the small boat with a global positioning system (GPS). Following a survey, diver tracks are generated using this GPS data and a layback algorithm to account for position of the diver relative to the small boat.</gco:CharacterString>
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                <gmd:CI_ResponsibleParty>
                  <gmd:individualName>
                    <gco:CharacterString>Ferguson, Marie H</gco:CharacterString>
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                            <gco:CharacterString>(808)725-5414</gco:CharacterString>
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                            <gco:CharacterString>marie.ferguson@noaa.gov</gco:CharacterString>
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      </gmd:lineage>
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</gmi:MI_Metadata>