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        <gco:CharacterString>The geospatial, temperature and depth data included in this dataset are from towed-diver surveys (also referred to as towboard surveys) of coral reef ecosystems conducted during Pacific Reef Assessment and Monitoring Program (RAMP) cruises to the Hawaiian and Mariana Archipelagos, American Samoa, and the Pacific Remote Island Areas from 2000 to 2017 by the Ecosystem Sciences Division (formerly known as the Coral Reef Ecosystem Division) at the NOAA Pacific Islands Fisheries Science Center (PIFSC).

Generally, the towed-diver survey method involved towing a pair of SCUBA divers—one benthic and one fish—behind a small boat for 50 minutes, approximately following the ~15-m depth contour and covering a linear distance of about 2-3 kilometers per survey. A complete 50-minute towed-diver survey is divided into ten 5-minute segments, and up to 6 towed-diver surveys were conducted per day.

Each diver was equipped with a towboard outfitted with instrumentation and used to record observations, and the divers attempted to maintain position ~1 meter above the surface of the reef for the duration of the survey. Both towboards were equipped with a SeaBird™ SBE39 temperature/depth sensor that recorded water temperature and depth every 5 seconds. The survey tracks were also recorded every 5 seconds using a GPS receiver located on the small boat. The survey tracks were georeferenced and a script was applied to 1) adjust the GPS waypoints from the boat's position to the estimated positions of the divers while conducting the surveys, 2) correlate the associated temperature and depth data, and 3) lace the waypoints together (with the merged temperature and depth data) into 5-min segments and tow tracks. The dataset includes the adjusted dive points, as well as the segments and tow tracks which are provided as shapefiles.</gco:CharacterString>
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Towed-diver surveys were conducted during Pacific Reef Assessment and Monitoring Program (Pacific RAMP) to support a long-term NOAA Coral Reef Conservation Program (CRCP) for sustainable management and conservation of coral reef ecosystems.

Pacific RAMP, established by the Pacific Islands Fisheries Science Center (PIFSC), Ecosystem Sciences Division (ESD) and supported by NOAA's Coral Reef Conservation Program (CRCP), was tasked with documenting and understanding the status and trends of coral reef ecosystems in the U.S. Pacific Islands Region. Pacific RAMP involved interdisciplinary monitoring of oceanographic conditions and biological surveys of organisms associated with hard-bottom habitats in the 0-30 m depth range and aimed to support integrated, consistent and comparable monitoring of coral reef systems. RAMP missions were conducted in each Pacific region, including the Hawaiian and Mariana Archipelagos, American Samoa, and the Pacific Remote Island Areas, every 1-3 years. Starting in 2013, Pacific RAMP was incorporated into NOAA's National Coral Reef Monitoring Program.</gco:CharacterString>
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          <gmd:keyword>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/46206e8c-8def-406f-9e62-da4e74633a58" xlink:actuate="onRequest">EARTH SCIENCE &gt; OCEANS &gt; OCEAN TEMPERATURE &gt; WATER TEMPERATURE</gmx:Anchor>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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                    <gco:Date>2026</gco:Date>
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                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                    <gmd:CI_Contact>
                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:city>
                            <gco:CharacterString>Greenbelt</gco:CharacterString>
                          </gmd:city>
                          <gmd:administrativeArea>
                            <gco:CharacterString>MD</gco:CharacterString>
                          </gmd:administrativeArea>
                        </gmd:CI_Address>
                      </gmd:address>
                      <gmd:onlineResource>
                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
                          </gmd:linkage>
                          <gmd:protocol>
                            <gco:CharacterString>HTTPS</gco:CharacterString>
                          </gmd:protocol>
                          <gmd:name>
                            <gco:CharacterString>GCMD Keyword Forum Page</gco:CharacterString>
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                          <gmd:description>
                            <gco:CharacterString>Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords</gco:CharacterString>
                          </gmd:description>
                          <gmd:function>
                            <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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                        </gmd:CI_OnlineResource>
                      </gmd:onlineResource>
                    </gmd:CI_Contact>
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                  <gmd:role>
                    <gmd:CI_RoleCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_RoleCode" codeListValue="custodian">custodian</gmd:CI_RoleCode>
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                </gmd:CI_ResponsibleParty>
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      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gco:CharacterString>TDS</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>towboard</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>towed diver</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>towed-diver survey</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme">theme</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
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                <gco:CharacterString>Provider Keywords</gco:CharacterString>
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        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/029feed6-79dc-4316-b8ac-be8f1e557f89" xlink:actuate="onRequest">GPS RECEIVERS &gt; GPS RECEIVERS</gmx:Anchor>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/aa953a14-4581-47f8-a5b3-c8dd50904ee0" xlink:actuate="onRequest">TEMPERATURE SENSORS &gt; TEMPERATURE SENSORS</gmx:Anchor>
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          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="instrument">instrument</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
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              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Instrument Keywords</gco:CharacterString>
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                  <gmd:date>
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                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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          <gmd:keyword>
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          <gmd:keyword>
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          <gmd:keyword>
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          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; Northern Mariana Islands &gt; Pagan &gt; Pagan Island (18N145E0001)</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; Northern Mariana Islands &gt; Rota &gt; Rota Island ( Luta ) (14N145E0007)</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; Northern Mariana Islands &gt; Saipan &gt; Saipan Island (15N145E0002)</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; Northern Mariana Islands &gt; Sarigan Island &gt; Sarigan Island (16N145E0003)</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; Northern Mariana Islands &gt; Supply Reef (16N145E0004)</gco:CharacterString>
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          <gmd:keyword>
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          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Hawaii &gt; Molokai Island (21N157W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; French Frigate Shoals (24N166W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Gardner Pinnacles (25N168W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Kure Atoll (28N178W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Laysan Island (25N171W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Lisianski Island (25N173W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Maro Reef (25N170W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Midway Atoll (28N177W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Necker Island (23N164W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Nihoa (23N161W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Northwestern Hawaiian Islands (28N178W0000)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Oahu (21N157W0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Pearl and Hermes Reef (27N176W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Honolulu &gt; Raita Bank (25N168W0002)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Kauai &gt; Kaula Island (21N160W0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Kauai &gt; Lehua Island (22N160W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Kauai &gt; Niihau Island (21N160W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Maui &gt; Lanai Island (20N156W0002)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Maui &gt; Maui Island (20N156W0004)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaii &gt; Maui &gt; Molokini Islet (20N156W0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; Hawaiian Islands (21N157W0027)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; USA Minor Outlying Islands &gt; Baker Island (00N176W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; USA Minor Outlying Islands &gt; Howland Island (00S176W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; USA Minor Outlying Islands &gt; Jarvis Island (00S160W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; USA Minor Outlying Islands &gt; Johnston Atoll (16N169W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; USA Minor Outlying Islands &gt; Kingman Reef (06N162W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; USA Minor Outlying Islands &gt; Palmyra Atoll (05N162W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>COUNTRY/TERRITORY &gt; United States of America &gt; USA Minor Outlying Islands &gt; Wake Atoll (19N167E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; American Samoa &gt; American Samoa (14S170W0000)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; American Samoa &gt; Manu'a Islands (14S170W0038)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; American Samoa &gt; Rose Atoll (14S168W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; American Samoa &gt; South Bank (14S170W0067)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; American Samoa &gt; Swains Atoll (11S171W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; American Samoa &gt; Tutuila Island (14S170W0016)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Baker Island &gt; Baker Island (00N176W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands (21N157W0027)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Hawaii Island &gt; Hawaii Island (19N155W0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Kauai Island &gt; Kauai Island (22N159W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Lanai Island &gt; Lanai Island (20N156W0002)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Maui Island &gt; Maui Island (20N156W0004)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Molokai Island &gt; Molokai Island (21N157W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Molokini Island &gt; Molokini Islet (20N156W0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Niihau Island &gt; Kaula Island (21N160W0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Niihau Island &gt; Lehua Island (22N160W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Niihau Island &gt; Niihau Island (21N160W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Hawaiian Islands &gt; Oahu Island &gt; Oahu (21N157W0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Howland Island &gt; Howland Island (00S176W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Johnston Atoll &gt; Johnston Atoll (16N169W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Line Islands &gt; Jarvis Island (00S160W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Line Islands &gt; Kingman Reef (06N162W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Line Islands &gt; Palmyra Atoll (05N162W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands (28N178W0000)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; French Frigate Shoals (24N166W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Gardner Pinnacles (25N168W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Kure Atoll (28N178W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Laysan Island (25N171W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Lisianski Island (25N173W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Maro Reef (25N170W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Midway Atoll (28N177W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Necker Island (23N164W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Nihoa (23N161W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Pearl and Hermes Reef (27N176W0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Northwestern Hawaiian Islands &gt; Raita Bank (25N168W0002)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Central Pacific Ocean &gt; Wake Atoll &gt; Wake Atoll (19N167E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Manu'a Group &gt; Ofu Island (14S169W0013)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Manu'a Group &gt; Olosega Island (14S169W0014)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Manu'a Group &gt; Ta'u Island (14S169W0012)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Agrihan Island &gt; Agrihan Island (18N145E0002)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Aguihan Island Reefs &gt; Aguihan Island (Aguijan) (14N145E0006)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Alamagan Island &gt; Alamagan Island (17N145E0002)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Anatahan Island &gt; Anatahan Island (16N145E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Arakane Reef &gt; Arakane Reef (15N141E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Asuncion Island &gt; Asuncion Island (19N145E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Farallon de Pajaros &gt; Farallon de Pajaros (20N144E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Guam &gt; Guam (13N144E0000)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Guam &gt; Santa Rosa Bank (12N144E0051)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Guguan Island &gt; Guguan Island (17N145E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Mariana Archipelago &gt; Northern Mariana Islands ( CNMI ) (18N146E0000)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Mariana Islands &gt; Stingray Shoals (20N142E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Maug Island &gt; Maug Island (20N145E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Pagan Island &gt; Pagan Island (18N145E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Pathfinder Reef &gt; Pathfinder Reef (16N141E0001)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Rota Island &gt; Rota Island ( Luta ) (14N145E0007)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Saipan Island &gt; Saipan Island (15N145E0002)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Sarigan Island &gt; Sarigan Island (16N145E0003)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Supply Reef (16N145E0004)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Tinian Island &gt; Tatsumi Reef (14N145E0011)</gco:CharacterString>
          </gmd:keyword>
          <gmd:keyword>
            <gco:CharacterString>OCEAN BASIN &gt; Pacific Ocean &gt; Western Pacific Ocean &gt; Tinian Island Reefs &gt; Tinian Island (14N145E0005)</gco:CharacterString>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
          </gmd:type>
          <gmd:thesaurusName>
            <gmd:CI_Citation>
              <gmd:title>
                <gco:CharacterString>CoRIS Place Thesaurus</gco:CharacterString>
              </gmd:title>
              <gmd:date gco:nilReason="inapplicable" />
            </gmd:CI_Citation>
          </gmd:thesaurusName>
        </gmd:MD_Keywords>
      </gmd:descriptiveKeywords>
      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/a19e4450-64c4-4687-9080-cebded8a90eb" xlink:actuate="onRequest">OCEAN &gt; PACIFIC OCEAN</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/d4db292f-3097-4843-a6c5-291cf993bea9" xlink:actuate="onRequest">OCEAN &gt; PACIFIC OCEAN &gt; CENTRAL PACIFIC OCEAN &gt; AMERICAN SAMOA</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/2006ec69-34f2-4ece-8823-6dc49f892b02" xlink:actuate="onRequest">OCEAN &gt; PACIFIC OCEAN &gt; CENTRAL PACIFIC OCEAN &gt; HAWAIIAN ISLANDS</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/5488b1cc-08b2-41cf-9bd2-4a2cdd0990de" xlink:actuate="onRequest">OCEAN &gt; PACIFIC OCEAN &gt; NORTH PACIFIC OCEAN</gmx:Anchor>
          </gmd:keyword>
          <gmd:keyword>
            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/fa0ec8a7-ebed-4f2d-834b-1fa6a1c2e0ed" xlink:actuate="onRequest">OCEAN &gt; PACIFIC OCEAN &gt; SOUTH PACIFIC OCEAN</gmx:Anchor>
          </gmd:keyword>
          <gmd:type>
            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="place">place</gmd:MD_KeywordTypeCode>
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              <gmd:title>
                <gco:CharacterString>Global Change Master Directory (GCMD) Location Keywords</gco:CharacterString>
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                  <gmd:date>
                    <gco:Date>2026</gco:Date>
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                    <gmd:CI_DateTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="revision">revision</gmd:CI_DateTypeCode>
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                <gco:CharacterString>24</gco:CharacterString>
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                    <gco:CharacterString>Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA)</gco:CharacterString>
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                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:city>
                            <gco:CharacterString>Greenbelt</gco:CharacterString>
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                            <gco:CharacterString>MD</gco:CharacterString>
                          </gmd:administrativeArea>
                        </gmd:CI_Address>
                      </gmd:address>
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                        <gmd:CI_OnlineResource>
                          <gmd:linkage>
                            <gmd:URL>https://forum.earthdata.nasa.gov/app.php/tag/GCMD%2BKeywords</gmd:URL>
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                            <gco:CharacterString>HTTPS</gco:CharacterString>
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                            <gco:CharacterString>Global Change Master Directory (GCMD). 2025. GCMD Keywords, Version 21. Greenbelt, MD: Earth Science Data and Information System, Earth Science Projects Division, Goddard Space Flight Center (GSFC), National Aeronautics and Space Administration (NASA). URL (GCMD Keyword Forum Page): https://forum.earthdata.nasa.gov/app.php/tag/GCMD+Keywords</gco:CharacterString>
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                    <gco:CharacterString>Navigate directly to the URL for a descriptive web page with download links.</gco:CharacterString>
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                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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                  <gmd:description>
                    <gco:CharacterString>These data are available through the File Transfer Protocol (FTP). FTP is no longer supported by most internet browsers. You may copy and paste the FTP link to the data into an FTP client (e.g., FileZilla or WinSCP).</gco:CharacterString>
                  </gmd:description>
                  <gmd:function>
                    <gmd:CI_OnLineFunctionCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnLineFunctionCode>
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                                    <gmd:URL>https://www.ncei.noaa.gov/archive/accession/0189889/1.1</gmd:URL>
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                <gco:CharacterString>Parameter or Variable: DEPTH - SENSOR (measured);
Units: meter;
Observation Category: in situ;
Sampling Instrument: Temperature Sensors;
Sampling and Analyzing Method: A SeaBird™ SBE39 temperature/depth logger was mounted to each of the towboards (benthic and fish) and recorded water temperature and depth every 5 seconds. The loggers were set to Greenwich Mean Time and synchronized with the other timing devices each morning using the calibrated clock on the research vessel. Following each day of field operations (up to 6 towed-diver surveys per day), the SBE39 temperature and depth data from each towboard was downloaded in ascii format and post-processed with the corresponding GPS waypoints and metadata (start/end time for each towed-diver survey) using a custom Python script run in ArcGIS. The DIVE POINTS file includes the temperature and depth data recorded (MEASURED) from the benthic and fish SBE39s and also includes the mean temperature and mean depth of the combined benthic and fish SBE39 data (CALCULATED).</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: WATER TEMPERATURE (measured);
Units: degrees Celsius;
Observation Category: in situ;
Sampling Instrument: Temperature Sensors;
Sampling and Analyzing Method: A SeaBird™ SBE39 temperature/depth logger was mounted to each of the towboards (benthic and fish) and recorded water temperature and depth every 5 seconds. The loggers were set to Greenwich Mean Time and synchronized with the other timing devices each morning using the calibrated clock on the research vessel. Following each day of field operations (up to 6 towed-diver surveys per day), the SBE39 temperature and depth data from each towboard was downloaded in ascii format and post-processed with the corresponding GPS waypoints and metadata (start/end time for each towed-diver survey) using a custom Python script run in ArcGIS. The DIVE POINTS file includes the temperature and depth data recorded (MEASURED) from the benthic and fish SBE39s and also includes the mean temperature and mean depth of the combined benthic and fish SBE39 data (CALCULATED).</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: LATITUDE (calculated);
Units: decimal degree;
Observation Category: in situ;
Sampling Instrument: GPS;
Sampling and Analyzing Method: A GPS receiver located on the small boat recorded the boat’s position at the same interval as the SeaBird™ SBE39 temperature/depth logger (every 5 seconds). The GPS was set to Greenwich Mean Time and synchronized with the other timing devices each morning using the calibrated clock on the research vessel.

Following each day of field operations (up to 6 towed-diver surveys per day), the GPS data was downloaded in txt format and post-processed with the corresponding SBE39 data and metadata (start/end time for each towed-diver survey) using a custom Python script run in ArcGIS. The script: 1) clipped the GPS track points to the survey extent (based on start and stop waypoints), 2) repositioned the GPS track points to the divers’ location (based on the track, speed, and course of the boat and the divers’ depths), 3) imported the corresponding SBE39 data using the metadata time stamps, and 4) added two unique serial numbers. The serial numbers include DIVE ID that represents the date of the 50-minute tow survey (YYYYMMDD) plus the single-digit tow number for the day (1-6), and SEGMENT ID that represents DIVE ID plus the 2-digit segment (01-10) within the tow (a 50-minute towed-diver survey typically includes ten 5-minute segments/observations). The DIVE POINTS file results from these initial processing steps, and includes the adjusted LATITUDE and LONGITUDE (CALCULATED), the SBE39 data (recorded and combined mean), and the serial numbers. The DIVE POINTS are then laced together and 1) grouped by SEGMENT ID to generate the SEGMENTS polyline shapefile, and 2) grouped by DIVE ID to generate the TOWS polyline shapefile.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: LONGITUDE (calculated);
Units: decimal degree;
Observation Category: in situ;
Sampling Instrument: GPS;
Sampling and Analyzing Method: A GPS receiver located on the small boat recorded the boat’s position at the same interval as the SeaBird™ SBE39 temperature/depth logger (every 5 seconds). The GPS was set to Greenwich Mean Time and synchronized with the other timing devices each morning using the calibrated clock on the research vessel.

Following each day of field operations (up to 6 towed-diver surveys per day), the GPS data was downloaded in txt format and post-processed with the corresponding SBE39 data and metadata (start/end time for each towed-diver survey) using a custom Python script run in ArcGIS. The script: 1) clipped the GPS track points to the survey extent (based on start and stop waypoints), 2) repositioned the GPS track points to the divers’ location (based on the track, speed, and course of the boat and the divers’ depths), 3) imported the corresponding SBE39 data using the metadata time stamps, and 4) added two unique serial numbers. The serial numbers include DIVE ID that represents the date of the 50-minute tow survey (YYYYMMDD) plus the single-digit tow number for the day (1-6), and SEGMENT ID that represents DIVE ID plus the 2-digit segment (01-10) within the tow (a 50-minute towed-diver survey typically includes ten 5-minute segments/observations). The DIVE POINTS file results from these initial processing steps, and includes the adjusted LATITUDE and LONGITUDE (CALCULATED), the SBE39 data (recorded and combined mean), and the serial numbers. The DIVE POINTS are then laced together and 1) grouped by SEGMENT ID to generate the SEGMENTS polyline shapefile, and 2) grouped by DIVE ID to generate the TOWS polyline shapefile.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: DEPTH - SENSOR (calculated);
Units: meter;
Observation Category: in situ;
Sampling Instrument: Temperature Sensors;
Sampling and Analyzing Method: The mean benthic and fish depths provided in the SEGMENTS and the TOWS shapefiles are both calculated from the benthic and fish depths in the DIVE POINTS file.;
Data Quality Method: The standard deviations for the mean benthic and fish depths are provided in the SEGMENTS and the TOWS shapefiles.</gco:CharacterString>
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                <gco:CharacterString>Parameter or Variable: WATER TEMPERATURE (calculated);
Units: degrees Celsius;
Observation Category: in situ;
Sampling Instrument: Temperature Sensors;
Sampling and Analyzing Method: The mean benthic and fish temperatures provided in the SEGMENTS and the TOWS shapefiles are both calculated from the benthic and fish temperatures in the DIVE POINTS file.;
Data Quality Method: The standard deviations for the mean benthic and fish temperatures are provided in the SEGMENTS and the TOWS shapefiles.</gco:CharacterString>
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      <gmd:maintenanceNote>
        <gco:CharacterString>Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness.</gco:CharacterString>
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            <gco:CharacterString>NOAA National Centers for Environmental Information</gco:CharacterString>
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  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation id="AMS">
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bed9">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>GPS</gco:CharacterString>
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          <gmi:type>
            <gco:CharacterString>GPS</gco:CharacterString>
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          <gmi:description>
            <gco:CharacterString>Global Positioning System receiver

satellite-based instrument used for geo-location, positioning and navigation</gco:CharacterString>
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        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be41">
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            <gco:CharacterString>A sensor used to measure temperature.</gco:CharacterString>
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      <gmi:platform>
        <gmi:MI_Platform id="plat_9719">
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            <gmd:MD_Identifier>
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                <gco:CharacterString>NOAA Ship Hi'ialakai</gco:CharacterString>
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          <gmi:description>
            <gco:CharacterString>Title: NOAA Ship
Flag: United States of America
Vessel Type: Research Vessel
DOB: Nov 1984
IMO: 8835619
Hull No: R 334
Former Name: Vindicator (2004)

Commissioned by NOAA in 2002

Submitted to ICES on 2012-12-13.</gco:CharacterString>
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          <gmi:instrument gco:nilReason="missing" />
        </gmi:MI_Platform>
      </gmi:platform>
      <gmi:platform>
        <gmi:MI_Platform id="plat_9629">
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            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>NOAA Ship Oscar Elton Sette</gco:CharacterString>
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          <gmi:description>
            <gco:CharacterString>Title: NOAA Ship
Flag: United States of America
Vessel Type: Research Vessel; Ice Strengthened
DOB: Aug 1988
IMO: 8835097
Former Name: ADVENTUROUS (2003)

http://www.moc.noaa.gov/os/index.html

Submitted to ICES on 2013-12-18.</gco:CharacterString>
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          <gmi:instrument gco:nilReason="missing" />
        </gmi:MI_Platform>
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      <gmi:platform>
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            <gco:CharacterString>Name:	NOAAS Townsend Cromwell (R 443)
Namesake:	Previous name retained
Acquired:	Transferred from Bureau of Commercial Fisheries 1975
Commissioned:	June 1975
Decommissioned:	10 October 2002
Homeport:	Honolulu, Hawaii
Identification:
IMO number: 7309546
MMSI number: 303938000 (as Lau Trader)
Callsign: 3DTT (as Lau Trader)
Fate:
Transferred to the Government of American Samoa 2002
Served as New Zealand private yacht MV Townsend Cromwell 2003-2009
Became Fijian passenger-cargo ship MV Lau Trader 2009

See https://en.wikipedia.org/wiki/NOAAS_Townsend_Cromwell_(R_443)</gco:CharacterString>
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          <gmi:instrument gco:nilReason="missing" />
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