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        <gco:CharacterString>Understanding the habitat requirements of species throughout their life history provides insight into the environmental drivers that regulate their distribution and abundance. Identifying essential habitats used by larval and juvenile fishes has become a critical component of Ecosystem-Based Fisheries Management (EBFM) especially for recreationally and commercially important fisheries species. Billfishes (generally, a'u, specifically:Blue Marlin (Makaira nigricans), Striped Marlin (Kajikia audax), Shortbilled Spearfish (Tetrapturus angustirostris), and a'u ku or Swordfish (Xiphias gladius)) are popular sportfishing targets near Hawai'i Island. Despite their commercial and recreational value, there is currently no published information on larval distribution and habitat requirements for billfishes in Hawaiian waters. To address this knowledge gap we created this dataset combining larval billfish specimen information, environmental measurements at the location where the larva was collected (and absences), and plankton tow information to normalize observations across years.

Generally, monitoring ichthyoplankton levels helps to understand the composition of the neustonic plankton communities across space and time, with focus on larval dynamics of commercially and culturally important species. These data represent a strong tool to monitor spawning, recruitment, and phenology of larvae. Understanding the habitat requirements of species throughout their life history provides insight into the environmental drivers that regulate their distribution and abundance.</gco:CharacterString>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/56" xlink:actuate="onRequest">flow meter</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/insttype/details/13" xlink:actuate="onRequest">fluorometer</gmx:Anchor>
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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="dataCentre">dataCentre</gmd:MD_KeywordTypeCode>
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      <gmd:descriptiveKeywords>
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          <gmd:keyword>
            <gmx:Anchor xlink:href="https://www.ncei.noaa.gov/archive/archive-management-system/OAS/bin/prd/jquery/seaname/details/93" xlink:actuate="onRequest">North Pacific Ocean</gmx:Anchor>
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            <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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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/85c2a291-71e2-4b51-811b-e469ed6c065c" xlink:actuate="onRequest">DOC/NOAA/NMFS &gt; National Marine Fisheries Service, NOAA, U.S. Department of Commerce</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://cmr.earthdata.nasa.gov/kms/concept/e70ba1f9-0c6a-4a8b-8d67-47cdd08173bf" xlink:actuate="onRequest">DOC/NOAA/NMFS/PIFSC/ESD &gt; Ecosystem Sciences Division, Pacific Islands Fisheries Science Center, National Marine Fisheries Service, NOAA, U.S. Department of Commerce</gmx:Anchor>
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      <gmd:descriptiveKeywords>
        <gmd:MD_Keywords>
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            <gmd:MD_KeywordTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="platform">platform</gmd:MD_KeywordTypeCode>
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                <gco:CharacterString>Parameter or Variable: SPECIES IDENTIFICATION (measured); 
Units: not applicable; 
Observation Category: laboratory analysis; 
Sampling Instrument: net - plankton net; 
Sampling and Analyzing Method: Plankton was identified by using a microscope and visual identification.
Those without a confirmed ID are labelled "Unk.Istiophoridae"; 
Data Quality Method: Binomial species identity obtained either from morphology, singleplex PCR assay or COI barcoding and subsequent Sanger sequencing. For morphological ID sought resources and expertise from NOAA Ichthyologist Bruce Mundy to confirm identifications.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: ICHTHYOPLANKTON LENGTH (measured); 
Units: mm; 
Observation Category: laboratory analysis; 
Sampling Instrument: microscope; 
Sampling and Analyzing Method: Larval fish were manually measured in standard length (SL) to the nearest 0.5 millimeter (for specimens smaller than 10mm) and to the nearest millimeter (for specimens longer than 10mm)  using a microscope and ruler; 
Data Quality Method: N/A</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: distance to shore (calculated); 
Units: m; 
Observation Category: laboratory analysis; 
Sampling Instrument: computer; 
Sampling and Analyzing Method: distance to shore (meters) as calculated from tow start coordinates.
GPS was used to collect tow start coordinates from tows.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: SPECIES IDENTIFICATION - LIFE STAGE (measured); 
Units: not applicable; 
Observation Category: laboratory analysis; 
Sampling Instrument: microscope; 
Sampling and Analyzing Method: growth stage as determined by observer based on body/tail flexion, options are "preflexion", "flexion" and "post flexion". Assignments were guided by istiophorid illustrations in The Moster Book of Little Monsters. Dried/damaged specimens were not assigned a life stage.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Habitat (measured); 
Units: not applicable; 
Observation Category: in situ; 
Sampling Instrument: visual observation; 
Sampling and Analyzing Method: The sampling site description, whether a tow was conducted in a surface slick or in ambient water conditions</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Water Volume (calculated); 
Units: cubic meters; 
Observation Category: in situ; 
Sampling Instrument: flow meter; 
Sampling and Analyzing Method: volume of water that was towed through in units of cubic meters. Value either taken from in situ flow meter or calculated from net volume times the distance towed.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: WATER TEMPERATURE (measured); 
Units: degrees Celsius; 
Observation Category: in situ; 
Sampling Instrument: thermosalinograph; 
Sampling and Analyzing Method: temperature in the top 1 meter of the water column (degrees celcuius), measured from in-situ CTD (small boat), Thermosalinograph (ship), or remote sensing (satellite)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: SALINITY (measured); 
Units: none; 
Observation Category: in situ; 
Sampling Instrument: thermosalinograph; 
Sampling and Analyzing Method: salinity in the top 1 meter of the water column (PSU), measured from in-situ CTD (small boat) or Thermosalinograph (ship), or remote sensing (satellite)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: FLUORESCENCE (measured); 
Units: microgram/liter; 
Observation Category: in situ; 
Sampling Instrument: fluorometer; 
Sampling and Analyzing Method: flouresence values in the top 1 meter of the water column (µg/L) measured from in-situ CTD (small boat) or Thermosalinograph (ship)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CHLOROPHYLL A CONCENTRATION (measured); 
Units: microgram/liter; 
Observation Category: laboratory analysis; 
Sampling Instrument: fluorometer; 
Sampling and Analyzing Method: chlorophyll a concentration in the top1m of the water column (µg/L), measured from in-situ water bottle collections (measured by Turner A10) or remote sensing (satellite)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CHLOROPHYLL A (calculated); 
Units: microgram/liter; 
Observation Category: other; 
Sampling Instrument: Niskin bottle; 
Sampling and Analyzing Method: total chlorophyll concentration in the top 1m of the water column, as calculated from chla values, measured from in-situ water bottle collections (measured by Turner A10)</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: SEA SURFACE TEMPERATURE (measured); 
Units: degrees C; 
Observation Category: satellite; 
Sampling Instrument: satellite sensor - visible to infrared; 
Sampling and Analyzing Method: sea surface temperature (°C) obtained from remote sensing. Source was NOAA's Coral Reef watch.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Modelled Salinity (calculated); 
Units: none; 
Observation Category: satellite; 
Sampling Instrument: satellite sensor - active microwave; 
Sampling and Analyzing Method: salinity obtained from remote sensing. Source was E.U. Copernicus Marine Service Informationhttps://doi.org/10.48670/moi-00021
GLORYS12V1 product is the CMEMS global ocean eddy-resolving (1/12° horizontal resolution, 50 vertical levels) reanalysis</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: CHLOROPHYLL A CONCENTRATION- 8 day mean (calculated); 
Units: microgram/liter; 
Observation Category: satellite; 
Sampling Instrument: satellite sensor - visible to infrared; 
Sampling and Analyzing Method: Chlorophyll a concentrations obtained from remote sensing. Chla values were derived from ocean color data. Source: ESA Ocean Colour Climate Change Initiative Copernicus 8 day amalgamation-(Sathyendranath et al. 2021). A buffer around 30m depth contour equal to 1/2 diagonal pixel distance of 500m GOCI data was added as a mask to these data. Code written by J. Perelman.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmi:LE_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Parameter or Variable: Lunar Illumination (calculated); 
Units: categorical; 
Observation Category: other; 
Sampling Instrument: R package; 
Sampling and Analyzing Method: a qualitative description of lunar illumination on the night closest to when a tow occured. The lunar.phase() function in the the lunar package was used on the StartDate of a given tow to obtain this data. We found this particularly useful as it specifies whether the moon was waxing or waning, which is information lost when susing lunar illumunation alone.</gco:CharacterString>
              </gmd:description>
            </gmi:LE_ProcessStep>
          </gmd:processStep>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
  <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="asNeeded">asNeeded</gmd:MD_MaintenanceFrequencyCode>
      </gmd:maintenanceAndUpdateFrequency>
      <gmd:maintenanceNote>
        <gco:CharacterString>Metadata are developed, maintained and distributed by NCEI. Updates are performed as needed to maintain currentness.</gco:CharacterString>
      </gmd:maintenanceNote>
      <gmd:contact>
        <gmd:CI_ResponsibleParty>
          <gmd:organisationName>
            <gco:CharacterString>NOAA National Centers for Environmental Information</gco:CharacterString>
          </gmd:organisationName>
          <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>
          </gmd:role>
        </gmd:CI_ResponsibleParty>
      </gmd:contact>
    </gmd:MD_MaintenanceInformation>
  </gmd:metadataMaintenance>
  <gmi:acquisitionInformation>
    <gmi:MI_AcquisitionInformation id="AMS">
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bed7">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>flow meter</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>flow meter</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>flow meter</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bee2">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>fluorometer</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>fluorometer</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>fluorometer</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be32">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>microscope</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>microscope</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>instrument is used in lab analyses

A microscope is an instrument used to see objects that are too small for the naked eye.</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bef0">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>net - plankton net</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>net - plankton net</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>net - plankton net</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be3d">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>Niskin bottle</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>Niskin bottle</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>Device for obtaining samples of seawater at a specific depth

Why special entry for Niskin bottle but no entry for Nansen bottle?</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be81">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>satellite sensor - active microwave</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>satellite sensor - active microwave</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>A space-borne sensor actively observing in the microwave portion of the electromagnetic spectrum</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_be9e">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>satellite sensor - visible to infrared</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>satellite sensor - visible to infrared</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>A space-borne sensor observing in the visible through infrared portions of the electromagnetic spectrum</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bec4">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>thermosalinograph</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>thermosalinograph</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>automated sea surface temperature and salinity instrument, usually attached to the hull of a ship

Thermosalinograph is an automated Sea Surface Temperature and Salinity measurement system making measurement on board a ship using a water intake.
[https://www.aoml.noaa.gov/phod/tsg/about.php 2021-01-29]</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument id="inst_bec1">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>visual observation</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:type>
            <gco:CharacterString>visual observation</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>not an instrument - maybe an observation type</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      <gmi:platform>
        <gmi:MI_Platform id="plat_9629">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>NOAA Ship Oscar Elton Sette</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <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>
          </gmi:description>
          <gmi:instrument gco:nilReason="missing" />
        </gmi:MI_Platform>
      </gmi:platform>
      <gmi:platform>
        <gmi:MI_Platform id="plat_b6f5">
          <gmi:identifier>
            <gmd:MD_Identifier>
              <gmd:code>
                <gco:CharacterString>NOAA Ship Townsend Cromwell</gco:CharacterString>
              </gmd:code>
            </gmd:MD_Identifier>
          </gmi:identifier>
          <gmi:description>
            <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>
          </gmi:description>
          <gmi:instrument gco:nilReason="missing" />
        </gmi:MI_Platform>
      </gmi:platform>
    </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>