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            <gco:CharacterString>Cite this dataset as: Villareal, T. A., Wilson, C. (2018) Holographic images from LISST-Holo system while deployed on the AUV Honey Badger (Wave Glider) during a deployment in the North Pacific gyre in 2015 (MAGI project). Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2018-01-05 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/718403 [access date]</gco:CharacterString>
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        <gco:CharacterString>Holographic Images from LISST-Holo system Dataset Description: &amp;lt;p&amp;gt;This dataset includes holographic images from a LISST-Holo Submersible Digital Holographic Camera during an AUV Honey Badger deployment in the North Pacific gyre in 2015. I&amp;amp;nbsp;Image metadata, cell counts (e.g. number of Hemiaulus cells in aggregate form), and all raw holographic images are in the&amp;amp;nbsp;RAW.zip (12GB) file.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Software for further processing the raw holographic images provided here is available at the Sequoia Scientific, Inc. &amp;lt;a href=&amp;quot;https://www.sequoiasci.com/product/lisst-holo/&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;LISST-Holo page&amp;lt;/a&amp;gt; The following montage and depth images can be created for every raw image using the LISST-Holo software.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;img alt=&amp;quot;holographic images&amp;quot; src=&amp;quot;https://datadocs.bco-dmo.org/d3/data_docs/MAGI/LISST_Holo/example.png&amp;quot; style=&amp;quot;height:230px; width:822px&amp;quot; /&amp;gt;&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;The LISST-Holo Submersible Digital Holographic Camera from&amp;amp;nbsp;Sequoia Scientific, Inc. was mounted on in a tow fish deployed on a 10 m tether behind the sub-body of the AUV Honey Badger.&amp;amp;nbsp;Holographic images were acquired in bursts every 6 hours.&amp;amp;nbsp; During each burst, 15 images&amp;amp;nbsp;were taken in 5 seconds.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The software &amp;quot;Batch-Holo&amp;quot; was used to generate the biovolume from particles with an equivalent spherical diameter of 11.094-58.1 microns.&amp;amp;nbsp; See &amp;quot;Parameters&amp;quot; section for more details.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Hemiaulus and Rhizosolenia cells were identified by hand. Each image was viewed using the &amp;quot;Holo_Detail&amp;quot; software and any Hemiaulus or Rhizosolenia cells were counted.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The manual and specifications for the LISST-Holo system, and software used in this dataset are available on the instrument page.&amp;amp;nbsp; The software can be obtained from the&amp;amp;nbsp;Sequoia Scientific, Inc.&amp;amp;nbsp;&amp;lt;a href=&amp;quot;https://www.sequoiasci.com/product/lisst-holo/&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;LISST-Holo&amp;amp;nbsp;page&amp;lt;/a&amp;gt;.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The calculation of cells per liter was done using the following the following formula:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;img alt=&amp;quot;formula&amp;quot; src=&amp;quot;https://datadocs.bco-dmo.org/d3/data_docs/MAGI/LISST_Holo/formula.png&amp;quot; style=&amp;quot;height:154px; width:505px&amp;quot; /&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/505588.rdf" xlink:title="OCE-1430048" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1430048 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1430048</gmx:Anchor>
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            http://lod.bco-dmo.org/id/dataset-parameter/719089.rdf
	Name: Raw_thumbnail
	Units: unitless
	Description: &lt;p&gt;Reduced size image thumbnail (.jpg) of the raw holographic image for display purposes. Formatted as html with a link to larger size thumbnail.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719090.rdf
	Name: Imagename_raw
	Units: unitless
	Description: &lt;p&gt;Image name of the holographic raw .pgm image&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719091.rdf
	Name: CTDTime
	Units: unitless
	Description: &lt;p&gt;Timestamp from data recorded from the CTD (UTC) in format yyyy-mm-dd HH:MM&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719092.rdf
	Name: CTDTime_ISO
	Units: unitless
	Description: &lt;p&gt;Timestamp from data recorded in the CTD based on the ISO 8601:2004(E) standard in format YYYY-mm-ddTHH:MMZ (UTC)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719093.rdf
	Name: latitude
	Units: decimal degrees
	Description: &lt;p&gt;Degrees North as recorded from the CTD&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719094.rdf
	Name: longitude
	Units: decimal degrees
	Description: &lt;p&gt;Degrees East as recorded from the CTD&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719095.rdf
	Name: timeStamp
	Units: unitless
	Description: &lt;p&gt;Timestamp for data recorded from the LISST-Holo in UTC. Format yyyy-mm-dd HH:MM&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719096.rdf
	Name: Date
	Units: unitless
	Description: &lt;p&gt;Date in format yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719097.rdf
	Name: holoNum
	Units: unitless
	Description: &lt;p&gt;Number assigned to images taken by the LISST-Holo by the LISST-Holo&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719098.rdf
	Name: holoNum_difs
	Units: unitless
	Description: &lt;p&gt;To track the numbering of the images. Values greater than 1 indicates a skip in numbering. Dispite the missed number there are still 15 holos/burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719099.rdf
	Name: hemiCells
	Units: individuals per image
	Description: &lt;p&gt;Number of Hemiaulus cells identified in the holo image&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719100.rdf
	Name: hemiChains
	Units: individuals per image
	Description: &lt;p&gt;Number of chains of Hemiaulus cells identified in the holo image&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719101.rdf
	Name: hemiAggs
	Units: individuals per image
	Description: &lt;p&gt;Number of Hemiaulus Aggregates identified in the holo image&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719102.rdf
	Name: hemiCellsINAggs
	Units: individuals per image
	Description: &lt;p&gt;Number of Hemiaulus cells in Aggregate form identified in the holo image&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719103.rdf
	Name: RhizoCells
	Units: individuals per image
	Description: &lt;p&gt;Number of Rhizosolenia cells identified in the holo image&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719104.rdf
	Name: smBV
	Units: microliters per liter (um/L)
	Description: &lt;p&gt;The biovolume from particles with an equvalent spherical diameter between 11.094-58.1 microns as calculated by the Holo_Batch software. &quot;na&quot; means the BV was due to non-phytoplankton particles (bubbles; large zooplankton; hologram errors)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719105.rdf
	Name: qtrTimeStamp
	Units: unitless
	Description: &lt;p&gt;Average Timestamp for the 15 holos (burst) taken 4 times a day. Format yyyy-mm-dd HH:MM&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719106.rdf
	Name: qtrDate
	Units: unitless
	Description: &lt;p&gt;The average Date for the 15 holos (burst) taken 4 times a day.  Format yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719107.rdf
	Name: qtrHCells
	Units: individuals per burst
	Description: &lt;p&gt;The sum of the Hemiaulus cells in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719108.rdf
	Name: qtrHCellsPL
	Units: cells per Liter
	Description: &lt;p&gt;The calculated Hemiaulus cells per Liter in each burst. Calculation: (Average Hemiaulus cells in a burst) * 538&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719109.rdf
	Name: qtrHChains
	Units: individuals per burst
	Description: &lt;p&gt;Sum of Hemiaulus chains in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719110.rdf
	Name: qtrHAggs
	Units: individuals per burst
	Description: &lt;p&gt;Sum of Hemiaulus Aggregates in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719111.rdf
	Name: qtrHAggPL
	Units: individuals per burst
	Description: &lt;p&gt;Calculated number of Hemiaulus Aggregates per Liter in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719112.rdf
	Name: qtrHAggCells
	Units: individuals per burst
	Description: &lt;p&gt;Sum of Hemiaulus cells in aggregated form in each burst.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719113.rdf
	Name: qtrHAggCellsPL
	Units: individuals per burst
	Description: &lt;p&gt;Calculated number of Hemiaulus cells in aggregate form per Liter in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719114.rdf
	Name: PercHAgg
	Units: percent
	Description: &lt;p&gt;Percent of Hemiaulus cells in Aggregate form for each burst. (Total Hemiaulus cells in Aggregate form per Liter) / (Total Hemiaulus cells per Liter)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719115.rdf
	Name: qtrRCells
	Units: individuals per burst
	Description: &lt;p&gt;Sum of Rhizosolenia cells in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719116.rdf
	Name: qtrRCellsPL
	Units: cells per Liter
	Description: &lt;p&gt;Calculated number of Rhizosolenia cells per Liter in each burst. Calculation: (Average Rhizonsolenia cells in a burst) * 538&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719117.rdf
	Name: qtrsmBV_SUM_ulL
	Units: microliters per liter (um/L)
	Description: &lt;p&gt;The sum of the smBV biovolume in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719118.rdf
	Name: qtrsmBV_MEAN_ulL
	Units: microliters per liter (um/L)
	Description: &lt;p&gt;The average smBV biovolume in each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719119.rdf
	Name: QtrLat
	Units: decimal degrees
	Description: &lt;p&gt;Average Latitude of the Honey Badger's position for each burst&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/719120.rdf
	Name: QtrLong
	Units: decimal degrees
	Description: &lt;p&gt;Average Longitude of the Honey Badger's position for each burst&lt;/p&gt; 
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    <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/191.rdf" xlink:actuate="onRequest">Biological and Chemical Oceanography Data Management Office (BCO-DMO)</gmx:Anchor>
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				    <gco:CharacterString>WHOI MS#36</gco:CharacterString>
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				    <gco:CharacterString>02543</gco:CharacterString>
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				    <gco:CharacterString>USA</gco:CharacterString>
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				    <gco:CharacterString>info@bco-dmo.org</gco:CharacterString>
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              <gmd:URL>http://www.bco-dmo.org</gmd:URL>
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		    <gco:CharacterString>For questions regarding this resource, please contact BCO-DMO via the email address provided.</gco:CharacterString>
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                  <gco:CharacterString>Primary data file for dataset ID 718403</gco:CharacterString>
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              <gmd:linkage><gmd:URL>https://datadocs.bco-dmo.org/file/8XB0xvMuYp2MM4/RAW.zip</gmd:URL></gmd:linkage>              <gmd:name>
                <gco:CharacterString>RAW Holographic Images</gco:CharacterString>
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                  <gco:CharacterString>Raw holograms stored in .pgm format, which is a lossless compression format (see Methodology).

OpenSeeIt (http://openseeit.sourceforge.net/) is a free viewer for pgm files.
</gco:CharacterString>
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        <gmd:DQ_Scope>
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            <gmd:lineage>
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              <gmd:description>
                <gco:CharacterString>&amp;lt;p&amp;gt;The LISST-Holo Submersible Digital Holographic Camera from&amp;amp;nbsp;Sequoia Scientific, Inc. was mounted on in a tow fish deployed on a 10 m tether behind the sub-body of the AUV Honey Badger.&amp;amp;nbsp;Holographic images were acquired in bursts every 6 hours.&amp;amp;nbsp; During each burst, 15 images&amp;amp;nbsp;were taken in 5 seconds.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The software &amp;quot;Batch-Holo&amp;quot; was used to generate the biovolume from particles with an equivalent spherical diameter of 11.094-58.1 microns.&amp;amp;nbsp; See &amp;quot;Parameters&amp;quot; section for more details.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Hemiaulus and Rhizosolenia cells were identified by hand. Each image was viewed using the &amp;quot;Holo_Detail&amp;quot; software and any Hemiaulus or Rhizosolenia cells were counted.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The manual and specifications for the LISST-Holo system, and software used in this dataset are available on the instrument page.&amp;amp;nbsp; The software can be obtained from the&amp;amp;nbsp;Sequoia Scientific, Inc.&amp;amp;nbsp;&amp;lt;a href=&amp;quot;https://www.sequoiasci.com/product/lisst-holo/&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;LISST-Holo&amp;amp;nbsp;page&amp;lt;/a&amp;gt;.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The calculation of cells per liter was done using the following the following formula:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;img alt=&amp;quot;formula&amp;quot; src=&amp;quot;https://datadocs.bco-dmo.org/d3/data_docs/MAGI/LISST_Holo/formula.png&amp;quot; style=&amp;quot;height:154px; width:505px&amp;quot; /&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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                        <gco:CharacterString>Specified by the Principal Investigator(s)</gco:CharacterString>
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                      <gmd:date gco:nilReason="unknown"/>
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                <gmd:description>
                  <gco:CharacterString>Data version 2018-01-05 replaces version 2017-10-31.  The new version includes updated calculations of cells per liter. The previous version used a multiplication factor of 602 while the new version uses 538 (see Methods &amp;amp; Sampling section).

BCO-DMO Data Manager Processing Notes for version 2017-10-31:
* added a conventional header with dataset name, PI name, version date
* modified parameter names to conform with BCO-DMO naming conventions
* 406 values of #DIV/0! caused by zero division removed. They empty cells display as &amp;quot;nd&amp;quot; for &amp;quot;no data&amp;quot; in the served dataset.
* added CTDTime_ISO from CTD timestamp column. The CTDTime_ISO is in format yyyy-mm-ddTHH:MMZ.
* latitude,longitude,QtrLat,QtrLon rounded to 5 decimal places
* added imagename column based on the deployment number &amp;quot;004&amp;quot; and the holo image number (with 4 place 0 padding)
* added embedded &amp;lt;img&amp;gt; with link to a thumbnail .jpg of each holographic image.  Note, the thumbnails are not holographic images themselves, and are only useful for display purposes.

BCO-DMO Data Manager Processing Notes for version 2018-01-05:
* added a conventional header with dataset name, PI name, version date
* modified parameter names to conform with BCO-DMO naming conventions
* 406 values of #DIV/0! caused by zero division removed. They empty cells display as &amp;quot;nd&amp;quot; for &amp;quot;no data&amp;quot; in the served dataset.
* added CTDTime_ISO from CTD timestamp column. The CTDTime_ISO is in format yyyy-mm-ddTHH:MMZ.
* latitude,longitude,QtrLat,QtrLon rounded to 5 decimal places
* added imagename column based on the deployment number &amp;quot;004&amp;quot; and the holo image number (with 4 place 0 padding)
* added embedded &amp;lt;img&amp;gt; with link to a thumbnail .jpg of each holographic image.  Note, the thumbnails are not holographic images themselves, and are only useful for display purposes.</gco:CharacterString>
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                          <gco:CharacterString>Specified by BCO-DMO Data Managers</gco:CharacterString>
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    <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/affiliation/191.rdf" xlink:actuate="onRequest">Biological and Chemical Oceanography Data Management Office (BCO-DMO)</gmx:Anchor>
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Specs and manual for the LISST-Holo used in this dataset:
LISST-Holo specs (PDF)
LISST-HOLO-manual-v3.0 (PDF) Instrument Name: Sequoia LISST Digital Holographic Particle Imaging System Instrument Short Name:LISST-Holo   Instrument Description: Submersible Digital Holographic Particle Imaging System for measurement of large, complex flocs and biological particles. Also used for investigation of frazil ice formation and in-situ measurements of falling snow flakes. A laser beam traverses the optical path of the camera, overfilling a CCD array, creating a hologram.</gco:CharacterString>
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