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            <gco:CharacterString>Cite this dataset as: Micheli, F., Woodson, C. B., Hernández-Velasco, A., Jacobson, C. O., Torre, J. (2023) Ecological monitoring of marine invertebrates on Isla Natividad from 2006 to 2021. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2023-08-30 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.907353.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Methods and Sampling: Ecological monitoring was conducted once a year from 2006-2021 at six different sites in Isla Natividad, Baja California Sur, Mexico. Using SCUBA, trained divers laid 30 x 2 meters belt transects to collect in situ algae, marine invertebrates, fish and uniform point contact  (UPC) found along the transect. For algae, divers counted each algae and counted the number of stipes in the organism. 

For data access and methodology details for marine invertebrates, fish, and uniform point contact (UPC) data, see the &amp;quot;Related Datasets&amp;quot; section.  These four datasets related to each other in the way that the information from algae, invertebrates, fish and UPC was taken from the same site, on the same date, done by the same person.

These four related datasets were collected following the same methodology. Each year from 2006 to 2021, certified divers will lay several 30m transects along kelp forest in different sites in Isla Natividad, Baja California Sur, Mexico. Along the transects, the divers will collect information of algae, invertebrates, fish and UPC (Uniform Point Contact). Each transect was done in one single dive, collecting all the information already mentioned. At the end of the collecting season, the data was checked and transferred to the main dataset. 

Instruments:
SCUBA equipment 
30m transects
Diving slates</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/712752.rdf" xlink:title="OCE-1736830" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1736830 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1736830</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/00f54p054" xlink:actuate="onRequest">Stanford University</gmx:Anchor>
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http://lod.bco-dmo.org/id/dataset-parameter/910720.rdf
	Name: DAY
	Units: unitless
	Description: &lt;p&gt;day when monitoring was conducted&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910721.rdf
	Name: MONTH
	Units: unitless
	Description: &lt;p&gt;month when monitoring was conducted&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910722.rdf
	Name: YEAR
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/910723.rdf
	Name: STATE
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	Description: &lt;p&gt;State in Mexico: Baja California Sur&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910724.rdf
	Name: COMMUNITY
	Units: unitless
	Description: &lt;p&gt;The community were the monitoring was done&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910725.rdf
	Name: SITE
	Units: unitless
	Description: &lt;p&gt;The specific sites were monitoring was done&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910726.rdf
	Name: LAT
	Units: decimal degrees
	Description: &lt;p&gt;latitute&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910727.rdf
	Name: LONG
	Units: decimal degrees
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http://lod.bco-dmo.org/id/dataset-parameter/910728.rdf
	Name: HABITAT
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	Description: &lt;p&gt;type of ecosystem where monitoring was conducted&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910729.rdf
	Name: ZONE
	Units: unitless
	Description: &lt;p&gt;If it was a marine reserve or not: Control (not reserve), Reserve (marine reserve)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910730.rdf
	Name: PROTECTION
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/910731.rdf
	Name: MPA
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/910732.rdf
	Name: DIVER
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/910733.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/910734.rdf
	Name: FINAL_TIME
	Units: unitless
	Description: &lt;p&gt;final time of monitoring  (HH:MM or HH) in Pacific Time Zone (UTC-8/-7)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910735.rdf
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	Description: &lt;p&gt;initial timestamp of monitoring in UTC time zone (ISO 8601 format)&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910736.rdf
	Name: START_DEPTH
	Units: meters (m)
	Description: &lt;p&gt;initial depth&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910737.rdf
	Name: FINAL_DEPTH
	Units: meters (m)
	Description: &lt;p&gt;final depth&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910738.rdf
	Name: TEMPERATURE
	Units: degrees Celcius
	Description: &lt;p&gt;water temperature&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910739.rdf
	Name: VISIBILITY
	Units: meters (m)
	Description: &lt;p&gt;visibility description&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910740.rdf
	Name: CURRENT
	Units: unitless
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http://lod.bco-dmo.org/id/dataset-parameter/910741.rdf
	Name: TRANSECT
	Units: meters (m)
	Description: &lt;p&gt;the number of transect of the monitoring&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910742.rdf
	Name: GENUS
	Units: unitless
	Description: &lt;p&gt;the genus of the species found along the transect on the monitoring&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/910743.rdf
	Name: SPECIES
	Units: unitless
	Description: &lt;p&gt;the species found along the transect on the monitoring&lt;/p&gt; 
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	Units: per individual
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                <gco:CharacterString>Ecological monitoring was conducted once a year from 2006-2021 at six different sites in Isla Natividad, Baja California Sur, Mexico. Using SCUBA, trained divers laid 30 x 2 meters belt transects to collect in situ algae, marine invertebrates, fish and uniform point contact  (UPC) found along the transect. For algae, divers counted each algae and counted the number of stipes in the organism. 

For data access and methodology details for marine invertebrates, fish, and uniform point contact (UPC) data, see the &amp;quot;Related Datasets&amp;quot; section.  These four datasets related to each other in the way that the information from algae, invertebrates, fish and UPC was taken from the same site, on the same date, done by the same person.

These four related datasets were collected following the same methodology. Each year from 2006 to 2021, certified divers will lay several 30m transects along kelp forest in different sites in Isla Natividad, Baja California Sur, Mexico. Along the transects, the divers will collect information of algae, invertebrates, fish and UPC (Uniform Point Contact). Each transect was done in one single dive, collecting all the information already mentioned. At the end of the collecting season, the data was checked and transferred to the main dataset. 

Instruments:
SCUBA equipment 
30m transects
Diving slates</gco:CharacterString>
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&amp;lt;br /&amp;gt;
&amp;lt;span style=&amp;quot;color:rgb(68, 68, 68); font-family:lato,sans-serif; font-size:15px&amp;quot;&amp;gt;Problems/Issues:&amp;amp;nbsp;An inconsistency in abundance values resulted in 10 values in the abundance column that were decimals, not integer counts.&amp;amp;nbsp; These were replaced with null values (missing data identifier).&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>* File &amp;quot;COBI_Mexico_Invertebrates_IslaNatividad_2006-2021_EnglishVersion.csv&amp;quot; imported into the BCO-DMO data system with missing data identifiers &amp;quot;NA&amp;quot; and &amp;quot;ND.&amp;quot;
** Missing data values are displayed differently based on the file format you download.  They are blank in csv files, &amp;quot;NaN&amp;quot; in MatLab files, etc.
* Column names adjusted to conform to BCO-DMO naming conventions designed to support broad re-use by a variety of research tools and scripting languages. [Only numbers, letters, and underscores.  Can not start with a number
* Taxonomic names in this dataset were matched to known identifiers using the World Register of Marine Species (WoRMS) taxa match tool on 2023-08-31.   A supplemental species list was added to this dataset containing the name used in the dataset, taxon name match information, and the associated LifeSciences Identifier (LSID) for the currently accepted name as of 2023-08-28.
* Resolved mixed time formats in the time column. Integer hours in the time column were appended with 00 minutes (for example &amp;quot;8&amp;quot; became &amp;quot;8:00&amp;quot;).  Subimtter explained that integer entry of hours was on the hour at 00 minutes.
* ISO_DateTime_UTC_Start column added in ISO 8601 format for UTC time zone using the supplied year, month, day, START_TIME (using &amp;quot;Mexico/BajaSur&amp;quot; UTC-7:00/-6:00). Time zone confirmed by submitter.
* Replaced 10 values within the Abundance column that were decimal values not integers with blank values.  These are the only null values in that column.  This was done following a discussion about best course of action with the submitter who advised this.</gco:CharacterString>
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