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            <gco:CharacterString>Cite this dataset as:  (2026) EV and Viral-Like Particle Abundances and Size Distributions by NTA from CTD Water Samples on R/V Atlantis Cruise AT50-08. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2026-03-24 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/995495 [access date]</gco:CharacterString>
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        <gco:CharacterString>EV and Viral-Like Particle Abundances and Size Distributions by NTA from CTD Water Samples on R/V Atlantis Cruise AT50-08 Dataset Description:  Methods and Sampling: &amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Overview and intent&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Extracellular vesicles (EVs) and viral particles were enriched onboard from CTD-rosette seawater to generate a clean, concentrated fraction suitable for downstream particle characterization (e.g., NTA), imaging (e.g., EM), and molecular assays. For each sampled depth, 100 L of seawater were processed the same day of collection and reduced to a final 1 mL EV/virus-enriched eluate, which was then subdivided into 10 × 100 µL aliquots, snap-frozen in liquid nitrogen, and stored at −80 °C.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sample collection and handling&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Seawater was obtained from Niskin bottles mounted on a CTD rosette. For each depth, the targeted volume (100 L) was transferred into cleaned, clearly labeled carboys. From the moment of collection, the sample was handled as a cold, light-protected matrix: carboys were kept in cold, dark conditions and moved promptly into processing to minimize changes in particle integrity and community composition before enrichment.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sequential pre-filtration to remove larger material&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To reduce the burden of large particulates and most intact cells while preserving EVs and viruses in the filtrate, seawater was sequentially passed through 0.8 µm and then 0.45 µm filtration. Briefly, the 100 L depth sample was first filtered through a 0.8 µm membrane into a clean reservoir. The resulting filtrate was then immediately filtered through a 0.45 µm membrane, producing the operational &amp;amp;lt;0.45 µm fraction for downstream concentration. Throughout filtration, care was taken to maintain low shear and operate within manufacturer-recommended flow and pressure ranges to avoid unnecessary stress on vesicles and viral particles. Filtrates and reservoirs were kept cold during handling. The outcome of this stage was a &amp;amp;lt;0.45 µm feed stream for tangential flow filtration (TFF), with the volume remaining approximately 100 L aside from minor handling losses.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Tangential flow filtration (TFF) for concentration and buffer exchange&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The &amp;amp;lt;0.45 µm fraction was concentrated using tangential flow filtration (TFF) equipped with a 100 kDa MWCO cartridge. The filtrate was recirculated per the instrument and cartridge guidance until the sample volume was reduced from ~100 L to approximately 50–100 mL of retentate. In addition to concentrating particles, the TFF step was used to transition the sample into a buffer compatible with downstream EV column clean-up. Buffer exchange was performed by adding multiple retentate-equivalent volumes of the chosen EV/virus-compatible buffer (e.g., filtered seawater or PBS) to the retentate and reconcentrating, repeating as needed in line with manufacturer recommendations. During TFF, the retentate was maintained cold, and operating conditions were managed to avoid excessive transmembrane pressure, foaming, or vigorous agitation. This stage produced a 50–100 mL TFF concentrate enriched for EVs and viruses, compatible with the&amp;amp;nbsp;column.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;EV column clean-up and elution to a final 1 mL product&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To further remove soluble components and improve sample cleanliness for downstream analyses, the TFF concentrate was polished using commercial EV columns (Takara or Qiagen, depending on availability and cruise workflow). Columns were equilibrated following the manufacturer’s kit instructions, including the specified buffers, volumes, and centrifugation/flow conditions. The TFF concentrate was then loaded onto the column(s); when necessary, multiple columns were used to stay within the recommended sample loading limits. After loading, columns were washed with the supplied wash buffer to reduce carryover of non-target material. Vesicle/virus-enriched fractions were then eluted to a final total volume of 1 mL per depth, either as a single elution or by pooling elutions as appropriate for the kit format and loading strategy. The result of this step was a clean, small-volume EV/virus-enriched eluate suitable for archiving and analytical workflows.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Aliquoting, cryopreservation, and storage&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Immediately after elution, the 1 mL product was gently mixed (avoiding vigorous vortexing) and distributed into 10 low-binding tubes at 100 µL per tube. Aliquots were snap-frozen in liquid nitrogen and then transferred to −80 °C for long-term storage. Each tube was labeled with the relevant collection and processing identifiers, including cruise ID, station, cast, depth, date, the designation “EV/virus column eluate,” and the aliquot number (e.g., 1/10–10/10), ensuring clear linkage between the archived material and the associated sampling metadata.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/885369.rdf" xlink:title="OCE-2202723" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2202723 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2202723</gmx:Anchor>
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&lt;p&gt;Using the cosmopolitan and geochemically-important microalga E. huxleyi as a model system, this project tests three major hypotheses to enhance our understanding of the purpose(s) of microalgal EV production. (1) Microalgae produce distinctive types of EVs (ectosomes or exosomes) in response to different environmental conditions, and EV types have definitive functions (stress response, viral defense, intercellular communication, waste disposal). (2) EVs’ cargo is diverse, so their production and release reflect a complex intercellular communication mechanism. (3) Exosome genesis is a multistage process, and its stages are separated in time. Therefore, algal cells may contain a pool of pre-formed EVs loaded with different cargo that are stored internally, and when induced by a sudden change in external conditions are released through the outer membrane. To adequately test these hypotheses requires using single particle analytical methods in addition to ensemble measurements. The investigators are using an assortment of recently developed methods and original experimental approaches developed by our group to investigate EV compositional variability under selected stress conditions. They use single particle Raman microspectroscopy, pulse-chase Stable Isotope Probing, and LC-MSMS for compositional analysis of EVs, and Cryo-EM and AFM for morphological analyses. If experimental data confirm our suspicions, then phytoplankton EVs represent a novel and essentially overlooked mechanism of extracellular interactions that potentially govern a wide range of globally-important processes.&lt;/p&gt;
&lt;p&gt;This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.&lt;/p&gt;</gco:CharacterString>
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&amp;lt;p&amp;gt;Extracellular vesicles (EVs) and viral particles were enriched onboard from CTD-rosette seawater to generate a clean, concentrated fraction suitable for downstream particle characterization (e.g., NTA), imaging (e.g., EM), and molecular assays. For each sampled depth, 100 L of seawater were processed the same day of collection and reduced to a final 1 mL EV/virus-enriched eluate, which was then subdivided into 10 × 100 µL aliquots, snap-frozen in liquid nitrogen, and stored at −80 °C.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sample collection and handling&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Seawater was obtained from Niskin bottles mounted on a CTD rosette. For each depth, the targeted volume (100 L) was transferred into cleaned, clearly labeled carboys. From the moment of collection, the sample was handled as a cold, light-protected matrix: carboys were kept in cold, dark conditions and moved promptly into processing to minimize changes in particle integrity and community composition before enrichment.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sequential pre-filtration to remove larger material&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To reduce the burden of large particulates and most intact cells while preserving EVs and viruses in the filtrate, seawater was sequentially passed through 0.8 µm and then 0.45 µm filtration. Briefly, the 100 L depth sample was first filtered through a 0.8 µm membrane into a clean reservoir. The resulting filtrate was then immediately filtered through a 0.45 µm membrane, producing the operational &amp;amp;lt;0.45 µm fraction for downstream concentration. Throughout filtration, care was taken to maintain low shear and operate within manufacturer-recommended flow and pressure ranges to avoid unnecessary stress on vesicles and viral particles. Filtrates and reservoirs were kept cold during handling. The outcome of this stage was a &amp;amp;lt;0.45 µm feed stream for tangential flow filtration (TFF), with the volume remaining approximately 100 L aside from minor handling losses.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Tangential flow filtration (TFF) for concentration and buffer exchange&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The &amp;amp;lt;0.45 µm fraction was concentrated using tangential flow filtration (TFF) equipped with a 100 kDa MWCO cartridge. The filtrate was recirculated per the instrument and cartridge guidance until the sample volume was reduced from ~100 L to approximately 50–100 mL of retentate. In addition to concentrating particles, the TFF step was used to transition the sample into a buffer compatible with downstream EV column clean-up. Buffer exchange was performed by adding multiple retentate-equivalent volumes of the chosen EV/virus-compatible buffer (e.g., filtered seawater or PBS) to the retentate and reconcentrating, repeating as needed in line with manufacturer recommendations. During TFF, the retentate was maintained cold, and operating conditions were managed to avoid excessive transmembrane pressure, foaming, or vigorous agitation. This stage produced a 50–100 mL TFF concentrate enriched for EVs and viruses, compatible with the&amp;amp;nbsp;column.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;EV column clean-up and elution to a final 1 mL product&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To further remove soluble components and improve sample cleanliness for downstream analyses, the TFF concentrate was polished using commercial EV columns (Takara or Qiagen, depending on availability and cruise workflow). Columns were equilibrated following the manufacturer’s kit instructions, including the specified buffers, volumes, and centrifugation/flow conditions. The TFF concentrate was then loaded onto the column(s); when necessary, multiple columns were used to stay within the recommended sample loading limits. After loading, columns were washed with the supplied wash buffer to reduce carryover of non-target material. Vesicle/virus-enriched fractions were then eluted to a final total volume of 1 mL per depth, either as a single elution or by pooling elutions as appropriate for the kit format and loading strategy. The result of this step was a clean, small-volume EV/virus-enriched eluate suitable for archiving and analytical workflows.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Aliquoting, cryopreservation, and storage&amp;lt;/strong&amp;gt;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Immediately after elution, the 1 mL product was gently mixed (avoiding vigorous vortexing) and distributed into 10 low-binding tubes at 100 µL per tube. Aliquots were snap-frozen in liquid nitrogen and then transferred to −80 °C for long-term storage. Each tube was labeled with the relevant collection and processing identifiers, including cruise ID, station, cast, depth, date, the designation “EV/virus column eluate,” and the aliquot number (e.g., 1/10–10/10), ensuring clear linkage between the archived material and the associated sampling metadata.&amp;lt;/p&amp;gt;</gco:CharacterString>
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				    <gco:CharacterString>508-289-2009</gco:CharacterString>
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				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
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				    <gco:CharacterString>Woods Hole</gco:CharacterString>
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              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
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		  <gmd:contactInstructions>
		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/413.rdf" xlink:title="Niskin bottle" xlink:actuate="onRequest">CTD Rosette with Niskin Bottles</gmx:Anchor>
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            <gco:CharacterString>CTD Rosette with Niskin Bottles</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: CTD Rosette with Niskin Bottles PI Supplied Instrument Description:The CTD rosette system was used for discrete seawater collection at targeted depths. Niskin bottles mounted on the rosette were triggered to capture water, which was then pooled into pre-cleaned, labeled carboys (100 L per depth). Samples were maintained under cold, dark conditions immediately following collection to preserve particle integrity and minimize biological or chemical alteration prior to processing. Instrument Name: Niskin bottle Instrument Short Name:Niskin bottle   Instrument Description: A Niskin bottle (a next generation water sampler based on the Nansen bottle) is a cylindrical, non-metallic water collection device with stoppers at both ends. The bottles can be attached individually on a hydrowire or deployed in 12, 24, or 36 bottle Rosette systems mounted on a frame and combined with a CTD. Niskin bottles are used to collect discrete water samples for a range of measurements including pigments, nutrients, plankton, etc. Community Standard Description: http://vocab.nerc.ac.uk/collection/L22/current/TOOL0412/</gco:CharacterString>
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      </gmi:instrument>
      <gmi:instrument>
        <gmi:MI_Instrument>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/700221.rdf" xlink:title="Particle Size Analyzer" xlink:actuate="onRequest">ZetaView Evolution Nanoparticle Tracking Analyzer (Particle Metrix, Germany)</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: ZetaView Evolution Nanoparticle Tracking Analyzer (Particle Metrix, Germany) PI Supplied Instrument Description:The ZetaView Evolution system was used for nanoparticle tracking analysis (NTA) to quantify particle size distributions and concentrations based on Brownian motion tracking in a video microscopy platform. The instrument supports measurement of particle concentration (typically 10⁵–10⁹ particles mL⁻¹), size distributions over an approximate range of 10–1000 nm (depending on sample and optical configuration), and zeta potential (−500 to +500 mV) across a pH range of 1–13.
The system includes fluorescence NTA (F-NTA) capabilities with up to four excitation lasers and multiple detection channels, enabling detection of labeled particle subpopulations with sensitivity below ~20 AF488-equivalent fluorophores. Available excitation wavelengths include 405, 488, 520, 640, and 660 nm. The instrument also supports colocalization NTA (C-NTA), allowing simultaneous detection of two fluorophores on individual particles, which is particularly useful for characterizing heterogeneous EV and viral populations in complex environmental samples. Instrument Name: Particle Size Analyzer Instrument Short Name:   Instrument Description: Particle size analysis, particle size measurement, or simply particle sizing is the collective name of the technical procedures, or laboratory techniques which determines the size range, and/or the average, or mean size of the particles in a powder or liquid sample.</gco:CharacterString>
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        <gmi:MI_Instrument>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/726.rdf" xlink:title="Pump" xlink:actuate="onRequest">Low-shear Peristaltic Pump</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Low-shear Peristaltic Pump PI Supplied Instrument Description:A low-shear peristaltic pump system was used for sequential pre-filtration to remove larger particulates and most intact cells while retaining extracellular vesicles (EVs) and viral particles in the filtrate. Seawater was passed through 0.8 µm and subsequently 0.45 µm filters using inert tubing, connectors, and clean reservoirs. Flow rates and pressures were maintained within recommended limits to minimize mechanical stress on particles. Instrument Name: Pump Instrument Short Name:   Instrument Description: A pump is a device that moves fluids (liquids or gases), or sometimes slurries, by mechanical action. Pumps can be classified into three major groups according to the method they use to move the fluid: direct lift, displacement, and gravity pumps</gco:CharacterString>
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      <gmi:instrument>
        <gmi:MI_Instrument>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/726.rdf" xlink:title="Pump" xlink:actuate="onRequest">Tangential Flow Filtration System</gmx:Anchor>
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            <gco:CharacterString>PI Supplied Instrument Name: Tangential Flow Filtration System PI Supplied Instrument Description:Tangential flow filtration (TFF) was used to concentrate and buffer-exchange the Instrument Name: Pump Instrument Short Name:   Instrument Description: A pump is a device that moves fluids (liquids or gases), or sometimes slurries, by mechanical action. Pumps can be classified into three major groups according to the method they use to move the fluid: direct lift, displacement, and gravity pumps</gco:CharacterString>
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              <gmd:code>
                <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/instrument/726.rdf" xlink:title="Pump" xlink:actuate="onRequest">EV Column Purification System (Takara / Qiagen)</gmx:Anchor>
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            <gco:CharacterString>EV Column Purification System (Takara / Qiagen)</gco:CharacterString>
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            <gco:CharacterString>PI Supplied Instrument Name: EV Column Purification System (Takara / Qiagen) PI Supplied Instrument Description:Final purification of EV- and virus-enriched samples was performed using commercial EV column kits (Takara or Qiagen), operated in spin or flow format depending on workflow constraints. Columns were equilibrated and processed according to manufacturer protocols, including appropriate loading volumes, wash steps, and elution conditions. This step produced a clean, small-volume eluate (1 mL per sample) suitable for downstream analytical applications. Operation required a benchtop centrifuge and/or column rack or manifold. Instrument Name: Pump Instrument Short Name:   Instrument Description: A pump is a device that moves fluids (liquids or gases), or sometimes slurries, by mechanical action. Pumps can be classified into three major groups according to the method they use to move the fluid: direct lift, displacement, and gravity pumps</gco:CharacterString>
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              <gco:CharacterString>Cruise: AT50-08B</gco:CharacterString>
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                  <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/deployment/995472.rdf" xlink:title="Cruise" xlink:actuate="onRequest">AT50-08B</gmx:Anchor>
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              <gmi:MI_OperationTypeCode codeList="https://data.noaa.gov/resources/iso19139/schema/resources/Codelist/gmxCodelists.xml#MI_OperationTypeCode" codeListValue="real"/>
            </gmi:type>
            <gmi:parentOperation gco:nilReason="inapplicable"/>
            <gmi:platform>
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    <gmi:citation>
     <gmd:CI_Citation>
       <gmd:title>
         <gmx:Anchor xlink:href="http://www.whoi.edu/page.do?pid=8143" xlink:actuate="onRequest">R/V Atlantis</gmx:Anchor>
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       <gmd:date gco:nilReason="unknown"/>
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    </gmi:citation>
    <gmi:citation>
     <gmd:CI_Citation>
       <gmd:title>
         <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/C17/current/33AT" xlink:actuate="onRequest">Community Standard Description</gmx:Anchor>
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       <gmd:date gco:nilReason="unknown"/>
     </gmd:CI_Citation>
    </gmi:citation>
    <gmi:identifier>
      <gmd:MD_Identifier>
        <gmd:authority>
          <gmd:CI_Citation>
            <gmd:title>
              <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/authority/1.rdf" xlink:actuate="onRequest">International Council for the Exploration of the Sea</gmx:Anchor>
            </gmd:title>
            <gmd:date gco:nilReason="unknown"/>
          </gmd:CI_Citation>
        </gmd:authority>
        <gmd:code>
          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54003.rdf"
           xlink:title="33AT" xlink:actuate="onRequest">R/V Atlantis</gmx:Anchor>
        </gmd:code>
      </gmd:MD_Identifier>
    </gmi:identifier>
    <gmi:description>
      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54003.rdf" xlink:title="R/V Atlantis" xlink:actuate="onRequest">vessel</gmx:Anchor>
    </gmi:description>
    <gmi:instrument gco:nilReason="unknown"/>
  </gmi:MI_Platform>
</gmi:platform>
            </gmi:MI_Operation>
      </gmi:operation><gmi:platform>
  <gmi:MI_Platform>
    <gmi:citation>
     <gmd:CI_Citation>
       <gmd:title>
         <gmx:Anchor xlink:href="http://www.whoi.edu/page.do?pid=8143" xlink:actuate="onRequest">R/V Atlantis</gmx:Anchor>
       </gmd:title>
       <gmd:date gco:nilReason="unknown"/>
     </gmd:CI_Citation>
    </gmi:citation>
    <gmi:citation>
     <gmd:CI_Citation>
       <gmd:title>
         <gmx:Anchor xlink:href="http://vocab.nerc.ac.uk/collection/C17/current/33AT" xlink:actuate="onRequest">Community Standard Description</gmx:Anchor>
       </gmd:title>
       <gmd:date gco:nilReason="unknown"/>
     </gmd:CI_Citation>
    </gmi:citation>
    <gmi:identifier>
      <gmd:MD_Identifier>
        <gmd:authority>
          <gmd:CI_Citation>
            <gmd:title>
              <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/authority/1.rdf" xlink:actuate="onRequest">International Council for the Exploration of the Sea</gmx:Anchor>
            </gmd:title>
            <gmd:date gco:nilReason="unknown"/>
          </gmd:CI_Citation>
        </gmd:authority>
        <gmd:code>
          <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54003.rdf"
           xlink:title="33AT" xlink:actuate="onRequest">R/V Atlantis</gmx:Anchor>
        </gmd:code>
      </gmd:MD_Identifier>
    </gmi:identifier>
    <gmi:description>
      <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/platform/54003.rdf" xlink:title="R/V Atlantis" xlink:actuate="onRequest">vessel</gmx:Anchor>
    </gmi:description>
    <gmi:instrument gco:nilReason="unknown"/>
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