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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/862334.rdf" xlink:actuate="onRequest">Clownfish photos from the West coast of Leyte, the Philippines in the municipalities of Albuera and Bay Bay City between 2015 and 2018</gmx:Anchor>
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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>Cite this dataset as: Pinsky, M., Stuart, M. (2022) Clownfish photos from the West coast of Leyte, the Philippines in the municipalities of Albuera and Bay Bay City between 2015 and 2018. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2022-11-21 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.862334.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Dataset Description: &amp;lt;p&amp;gt;Clownfish image zip files by year can be downloaded from the &amp;quot;Data Files&amp;quot; section of this page.&amp;amp;nbsp; This is an example clownfish&amp;amp;nbsp;image included in this dataset:&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
&amp;lt;a href=&amp;quot;https://datadocs.bco-dmo.org/file/nGrrrrRCxDN9L0/MICR3381.JPG&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;&amp;lt;img alt=&amp;quot;example clownfish image&amp;quot; src=&amp;quot;https://datadocs.bco-dmo.org/file/nGrrrrRCxDN9L0/MICR3381.JPG&amp;quot; style=&amp;quot;width:600px&amp;quot; /&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;br /&amp;gt;
See Related Datasets and Supplemental Files sections for other data collected as part of the same transect and quadrant surveys.&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Photos taken of clownfish collected in the clownfish log dataset (https://www.bco-dmo.org/dataset/781917). Photo file numbers (e.g., img_XXX) are indicated in the clownfish log.&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Location: West coast of Leyte, Philippines in the municipalities of Albuera (10.91667, 124.69667) and Bay Bay City&amp;amp;nbsp; (10.676940, 124.799170). Field seasons (SCUBA) in Leyte, Philippines to study coral reef fish resilience.&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
See the Supplemental Files section for species codes and tail codes used in this dataset along with the clownfish scientific names.&amp;lt;br /&amp;gt;
&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2015-2017 methods:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;identified fish photos&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;- download fish photos from drive to laptop&amp;lt;br /&amp;gt;
- match photos with data sheet using time stamp and description of tail color&amp;lt;br /&amp;gt;
- Type in photo filename under column “file_name”&amp;lt;br /&amp;gt;
- use images to open identified photos&amp;lt;br /&amp;gt;
- in imagej, use caliper or paper lines (.45cm space between each line) to set scale&amp;lt;br /&amp;gt;
- using scale, measure fish from tip of nose to longest point on tail&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej size&amp;quot;&amp;lt;br /&amp;gt;
- measure same fish from tip of nose to the crease or fold in tail&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej forklength&amp;quot;&amp;lt;br /&amp;gt;
- repeat with each photo&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2018 methods:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;- download fish photos from drive to laptop&amp;lt;br /&amp;gt;
- match photos with data sheet using time stamp and description of tail color&amp;lt;br /&amp;gt;
- Type in photo filename under column “file_name”&amp;lt;br /&amp;gt;
- use images to open identified photos&amp;lt;br /&amp;gt;
- in imagej, use caliper or paper lines (.35cm space between each line) to set scale&amp;lt;br /&amp;gt;
- Using straight line tool, measured nose to point and nose to fork length&amp;lt;br /&amp;gt;
- Used freehand tool to draw around whole tail and measure function to calculate area&amp;lt;br /&amp;gt;
- If needed, measured small orange regions&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej size&amp;quot;&amp;lt;br /&amp;gt;
- measure same fish from tip of nose to the crease or fold in tail&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej forklength&amp;quot;&amp;lt;br /&amp;gt;
- repeat with each photo&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/554705.rdf" xlink:title="OCE-1430218" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1430218 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1430218</gmx:Anchor>
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	Units: unitless
	Description: &lt;p&gt;tail color noted in field (see supplemental files for tail codes)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879038.rdf
	Name: image_time
	Units: unitless
	Description: &lt;p&gt;time photo was taken (local time zone, UTC+8) in ISO 8601 format hh:mm:ss&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879039.rdf
	Name: image_name
	Units: unitless
	Description: &lt;p&gt;photo file name&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879040.rdf
	Name: image_folder
	Units: unitless
	Description: &lt;p&gt;Name of folder the image is contained in within the .zip file bundles (e.g. folder &amp;quot;2015_05_clownfish_images&amp;quot; is contained in zip file bundle 2015_05_clownfish_images.zip)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879042.rdf
	Name: fish_table_id
	Units: unitless
	Description: &lt;p&gt;Identifier for fish table.  This fish_table_id is also in the &amp;quot;clownfish log&amp;quot; dataset &lt;a href=&quot;https://www.bco-dmo.org/dataset/781917&quot;&gt;https://www.bco-dmo.org/dataset/781917&lt;/a&gt;.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879043.rdf
	Name: gen_id
	Units: unitless
	Description: &lt;p&gt;genotype identification number&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879044.rdf
	Name: color
	Units: unitless
	Description: &lt;p&gt;tail color noted in field&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879045.rdf
	Name: site
	Units: unitless
	Description: &lt;p&gt;Site name&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879046.rdf
	Name: fish_notes
	Units: unitless
	Description: &lt;p&gt;Fish notes&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879047.rdf
	Name: dive_notes
	Units: unitless
	Description: &lt;p&gt;Dive notes&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879048.rdf
	Name: notes
	Units: unitless
	Description: &lt;p&gt;additional notes&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879049.rdf
	Name: unprocessed_images
	Units: unitless
	Description: &lt;p&gt;Other images for fish that were not processed&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879050.rdf
	Name: imagej_size
	Units: centimeters
	Description: &lt;p&gt;total length measured from the image using imageJ&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879051.rdf
	Name: imagej_forklength
	Units: centimeters
	Description: &lt;p&gt;fork length measured from the image using imageJ&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879052.rdf
	Name: tail_spread
	Units: unitless
	Description: &lt;p&gt;is the tail spread out so that it is all visible&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879053.rdf
	Name: tail_area
	Units: square cm (cm2)
	Description: &lt;p&gt;area of the tail calculated using imageJ&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879054.rdf
	Name: orange_area
	Units: square cm (cm2)
	Description: &lt;p&gt;area of the tail that is orange calculated using imageJ&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879055.rdf
	Name: file_analyzer
	Units: unitless
	Description: &lt;p&gt;Initials of the person who examined the photo&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879056.rdf
	Name: imageJ_collector
	Units: unitless
	Description: &lt;p&gt;initials of the person who ran the imageJ script&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879057.rdf
	Name: color_disagreement
	Units: unitless
	Description: &lt;p&gt;A flag to indicate if the tail color listed on the field datasheet does not match the color interpreted from the photo.  If there is disagreement, further review would be required to A) make sure the photo is actually of that fish B) discover why there would be a difference between the field collector's interpretation and the photo reviewer's interpretation (sometimes fish size or other fish present on the anemone influence the field collector's interpretation; for example, we do not expect two large females on one anemone). A &quot;Y&quot;, &quot;N&quot;, or a photo reviewer's initials indicate a disagreement.&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879058.rdf
	Name: photo_color
	Units: unitless
	Description: &lt;p&gt;&lt;em&gt;The clownfish tail color interpreted from the photo&lt;/em&gt;&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/879059.rdf
	Name: Example_Photo
	Units: unitless
	Description: &lt;p&gt;The image selected by the photo reviewer as the best of this particular fish&lt;/p&gt; 
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                <gco:CharacterString>&amp;lt;p&amp;gt;Photos taken of clownfish collected in the clownfish log dataset (https://www.bco-dmo.org/dataset/781917). Photo file numbers (e.g., img_XXX) are indicated in the clownfish log.&amp;amp;nbsp;&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Location: West coast of Leyte, Philippines in the municipalities of Albuera (10.91667, 124.69667) and Bay Bay City&amp;amp;nbsp; (10.676940, 124.799170). Field seasons (SCUBA) in Leyte, Philippines to study coral reef fish resilience.&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
See the Supplemental Files section for species codes and tail codes used in this dataset along with the clownfish scientific names.&amp;lt;br /&amp;gt;
&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2015-2017 methods:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;identified fish photos&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;- download fish photos from drive to laptop&amp;lt;br /&amp;gt;
- match photos with data sheet using time stamp and description of tail color&amp;lt;br /&amp;gt;
- Type in photo filename under column “file_name”&amp;lt;br /&amp;gt;
- use images to open identified photos&amp;lt;br /&amp;gt;
- in imagej, use caliper or paper lines (.45cm space between each line) to set scale&amp;lt;br /&amp;gt;
- using scale, measure fish from tip of nose to longest point on tail&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej size&amp;quot;&amp;lt;br /&amp;gt;
- measure same fish from tip of nose to the crease or fold in tail&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej forklength&amp;quot;&amp;lt;br /&amp;gt;
- repeat with each photo&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;2018 methods:&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;- download fish photos from drive to laptop&amp;lt;br /&amp;gt;
- match photos with data sheet using time stamp and description of tail color&amp;lt;br /&amp;gt;
- Type in photo filename under column “file_name”&amp;lt;br /&amp;gt;
- use images to open identified photos&amp;lt;br /&amp;gt;
- in imagej, use caliper or paper lines (.35cm space between each line) to set scale&amp;lt;br /&amp;gt;
- Using straight line tool, measured nose to point and nose to fork length&amp;lt;br /&amp;gt;
- Used freehand tool to draw around whole tail and measure function to calculate area&amp;lt;br /&amp;gt;
- If needed, measured small orange regions&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej size&amp;quot;&amp;lt;br /&amp;gt;
- measure same fish from tip of nose to the crease or fold in tail&amp;lt;br /&amp;gt;
- record measured length under column &amp;quot;imagej forklength&amp;quot;&amp;lt;br /&amp;gt;
- repeat with each photo&amp;lt;/p&amp;gt;</gco:CharacterString>
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* tables contained in the following excel files imported into the BCO-DMO data system and combined into one table served from this page.&amp;amp;nbsp;clownfish_photo_data_2015-2016.xlsx,clownfish_photo_data_2017.xlsx,clownfish_photo_data_2018.xlsx&amp;lt;br /&amp;gt;
* jpg extension added to filename data column.&amp;lt;br /&amp;gt;
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* date format changed to ISO 8601 format yyyy-mm-dd&amp;lt;br /&amp;gt;
* replaced commas with semicolons within values&amp;lt;br /&amp;gt;
* column &amp;quot;greyed_out&amp;quot; removed upon submiter request as it was only useful to project management.&amp;lt;/p&amp;gt;</gco:CharacterString>
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            <gco:CharacterString>Sealife Micro HD</gco:CharacterString>
          </gmi:type>
          <gmi:description>
            <gco:CharacterString>PI Supplied Instrument Name: Sealife Micro HD PI Supplied Instrument Description:Sealife Micro HD (13 megapixel photos, 1080p video, 140 degree super-wide photos) Instrument Name: Underwater Camera Instrument Short Name:   Instrument Description: All types of photographic equipment that may be deployed underwater including stills, video, film and digital systems. Community Standard Description: http://vocab.nerc.ac.uk/collection/L05/current/180/</gco:CharacterString>
          </gmi:description>
        </gmi:MI_Instrument>
      </gmi:instrument>
      </gmi:MI_AcquisitionInformation>
  </gmi:acquisitionInformation>
</gmi:MI_Metadata>
