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          <gmd:title>
            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/1010232.rdf" xlink:actuate="onRequest">Body sizes of megafauna species at six sites during the COVID lockdown in the Galapagos Islands during 2020</gmx:Anchor>
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                <gmx:Anchor xlink:href="http://orcid.org/0000-0002-7983-6665" xlink:title="ORCID" xlink:actuate="onRequest">Jon D. Witman</gmx:Anchor>
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                <gmx:Anchor xlink:href="https://ror.org/05gq02987" xlink:title="ROR ID" xlink:actuate="onRequest">Brown University</gmx:Anchor>
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                <gmx:Anchor xlink:href="http://orcid.org/0000-0001-8652-9906" xlink:title="ORCID" xlink:actuate="onRequest">Robert Lamb</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Witman, J. D., Lamb, R. (2026) Body sizes of megafauna species at six sites during the COVID lockdown in the Galapagos Islands during 2020. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2026-10-19 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/1010232 [access date]</gco:CharacterString>
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        <gco:CharacterString>Methods and Sampling: &amp;lt;p&amp;gt;The marine megafauna were readily identified as either Galapagos sharks, White tip reef sharks, Black tip sharks, Scalloped hammerhead sharks, Galapagos Sea Lions or Giant manta rays from the GoPro 7 videos. As the extended duration video cameras were set up at 12-15 m depth, a diver stretched a meters tape perpendicular to the front of the camera and signaled the distances at meter intervals from 1 to 5 meters. This defined a sampling area to count and measure any of the 6 species passing through the video recorded space. Total body lengths of megafauna were estimated within 5 cm increments by comparing them to known size indicators in the videos.&amp;amp;nbsp; These data were collected by Drs Robert Lamb, Jon Witman and Franz Smith. Rebecca Ward-Diorio worked up the data from the GoPro files.&amp;amp;nbsp; The GoPro file names are provided for reference.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;amp;nbsp;&amp;lt;/p&amp;gt;

&amp;lt;table&amp;gt;
&amp;lt;thead&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;th&amp;gt;Species Code&amp;lt;/th&amp;gt;
&amp;lt;th&amp;gt;Scientific Name&amp;lt;/th&amp;gt;
&amp;lt;th&amp;gt;Common Name&amp;lt;/th&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;/thead&amp;gt;
&amp;lt;tbody&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;CAGA&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;&amp;lt;em&amp;gt;Carcharhinus galapagensis&amp;lt;/em&amp;gt;&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;Galapagos shark&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;TROB&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;&amp;lt;em&amp;gt;Triaenodon obesus&amp;lt;/em&amp;gt;&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;White-tip reef shark&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;CALI&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;&amp;lt;em&amp;gt;Carcharhinus limbatus&amp;lt;/em&amp;gt;&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;Blacktip shark&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;SPLE&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;&amp;lt;em&amp;gt;Sphyrna lewini&amp;lt;/em&amp;gt;&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;Scalloped hammerhead shark&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;ZACA&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;&amp;lt;em&amp;gt;Zalophus wollebaeki&amp;lt;/em&amp;gt;&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;Galapagos sea lion&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;TAME&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;&amp;lt;em&amp;gt;Mobula birostris&amp;lt;/em&amp;gt;&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;Giant manta ray&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;/tbody&amp;gt;
&amp;lt;/table&amp;gt;

&amp;lt;p&amp;gt;&amp;amp;nbsp;&amp;lt;/p&amp;gt;

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&amp;lt;th&amp;gt;Site Name&amp;lt;/th&amp;gt;
&amp;lt;th&amp;gt;Latitude&amp;lt;/th&amp;gt;
&amp;lt;th&amp;gt;Longitude&amp;lt;/th&amp;gt;
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&amp;lt;td&amp;gt;Baltra&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-0.411553&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.274449&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;Champion&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-1.236830&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.384980&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;Daphne&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-0.394460&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.353750&amp;lt;/td&amp;gt;
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&amp;lt;td&amp;gt;Gardner&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-1.328790&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.294290&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
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&amp;lt;td&amp;gt;Gordon&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-0.565962&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.140650&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
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&amp;lt;td&amp;gt;Seymour&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-0.397600&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.277000&amp;lt;/td&amp;gt;
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      </gmd:abstract>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/869386.rdf" xlink:title="OCE-2035354" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-2035354 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=2035354</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/05gq02987" xlink:title="ROR ID" xlink:actuate="onRequest">Brown University</gmx:Anchor>
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            <gmx:Anchor xlink:href="http://orcid.org/0000-0001-8652-9906" xlink:title="ORCID" xlink:actuate="onRequest">Robert Lamb</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/05gq02987" xlink:title="ROR ID" xlink:actuate="onRequest">Brown University</gmx:Anchor>
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                            <gco:CharacterString>&lt;p&gt;Large-scale changes in the magnitude of human influence on the biosphere have occurred due to travel restrictions and quarantines to contain the COVID-19 pandemic. The reduction in the number of visits to natural areas is providing an unprecedented opportunity to study the effects of people on wildlife and ecosystems. Previous studies indicate that humans can impact the entire ecosystem by frightening animals and altering their behaviors. The COVID-19 quarantine has created a &quot;natural experiment&quot; in the ocean at scuba-diving destinations worldwide by suspending dive tourism and temporarily eliminating the effects of diver-induced fear in reef fish communities. In the Galapagos Islands, the number of scuba divers dropped from 18,000 divers a year to zero in March 2020 when the government of Ecuador halted dive tourism. This study is measuring the changes reef fish behavior, populations and ecological interactions between species to gain an understanding of how dive activity affects the functioning of this marine ecosystem. The effects of changes in diver disturbance are being determined by comparing reef fish communities during and after the quarantine to those from a long-term pre-COVID-19 baseline study. Broader impacts include training opportunities for undergraduate students through participation in field research and senior thesis projects. Public outreach is focused on presentations to the general public and high school students in the US and in the Galapagos. A YouTube video on the ecological effects of diving activity in the Galapagos Marine Reserve is being produced and made publicly available. Insights from this project is increasing awareness of how humans impact subtidal marine ecosystems, which is aiding marine conservation efforts of marine protected areas in the Galapagos and elsewhere.&lt;/p&gt;
&lt;p&gt;The intellectual contribution of the research lies in its ability to test hypotheses about the role of humans in influencing consumptive and non-consumptive interactions in shaping the structure, complexity and functioning of marine ecosystems. While it is known that reef fish react to humans as potential predators, less is known about how the fear of predation, a major type of non-consumptive interaction, affects subtidal marine communities, particularly on large spatial scales relevant to conservation. An integrated, observational - experimental research program is addressing this knowledge gap in the Galapagos Marine Reserve by comparing current conditions with existing pre-COVID-19 data. Four hypotheses or predictions related to pandemic spillover effects are being tested: 1) diver disturbance results in behavioral shifts in reef fishes; 2) divers decrease the abundance and diversity of reef fishes and this effect is currently reduced; 3) emergence or increased abundance of previously wary herbivorous and /or predatory fish results in greater consumption of benthic organisms during and immediately after the COVID-19 period; and 4) decreased diver disturbance associated with the pandemic changes the complexity of behavioral networks (aggressive and positive interactions) among reef fish, sharks and sea lions. The hypotheses are being tested at 14 sites over the course of three research trips using underwater observations and experiments involving fish counts, video camera deployments to record fish behaviors, feeding rates, interactions between species and underwater boat noise from dive tour boats. This project has implications for understanding how fish communities in the Galapagos Marine Reserve ecosystem will respond to future perturbations, while also providing unique insight into the ecological ramifications of a human pandemic.&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;&amp;amp;nbsp;&amp;lt;/p&amp;gt;

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&amp;lt;p&amp;gt;&amp;amp;nbsp;&amp;lt;/p&amp;gt;

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&amp;lt;td&amp;gt;Baltra&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-0.411553&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.274449&amp;lt;/td&amp;gt;
&amp;lt;/tr&amp;gt;
&amp;lt;tr&amp;gt;
&amp;lt;td&amp;gt;Champion&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-1.236830&amp;lt;/td&amp;gt;
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&amp;lt;td&amp;gt;Gordon&amp;lt;/td&amp;gt;
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&amp;lt;td&amp;gt;Seymour&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-0.397600&amp;lt;/td&amp;gt;
&amp;lt;td&amp;gt;-90.277000&amp;lt;/td&amp;gt;
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                <gco:CharacterString>&amp;lt;p&amp;gt;&amp;quot;No sophisticated methods of data processing&amp;quot; were noted by the dataset authors, &amp;quot;just counting and measuring from the videos&amp;quot;.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                  <gco:CharacterString>Curation Actions Performed on the data file
- A sub-table containing species details removed from primary data file and provided in the methods section of the metadata landing page for this dataset. 
- Loaded data from “Marine Megafauna Sizes During COVID Lockdown, Galapagos.xlsx” and treated blank cells and “nd” as missing values.
- Removed the “KEY to Species Code” and “Common Name of Species” columns.
- Removed “cm” from values in the “Total body length (cm)” column.
- Renamed columns for consistency (“GoPro Video File name” → GoPro_Video_File_name, “Species Code” → Species_Code, “Total body length (cm)” → Total_body_length_cm)
- Saved the cleaned data as 1010232_v1_covid_galapagos_megafauna_sizes.csv.

Curation Actions Performed on metadata
- Corrections have been made to incorrect longitude values provided in the metadata (swapped positive for negative). 


Known Issues (Potentially Impacting Reuse)
- Parameter details have not been provided with this dataset. Descriptions and units related to the columns and values of this dataset are unknown. 
- Date column values contain dates with inconsistent formats. 
- Dataset and metadata has not been validated by the dataset authors.</gco:CharacterString>
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				    <gco:CharacterString>Woods Hole</gco:CharacterString>
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              <gmd:code>
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            <gco:CharacterString>PI Supplied Instrument Name: Video camera (MITECH) PI Supplied Instrument Description:Extended duration video camera manufactured by Marine Imaging Technologies (MITECH) 
https://marineimagingtech.com/cameras-housings/housings/, these “action camera housings” were fabricated for this NSF project. Their features included a flat port, a chassis to mount a GoPro 7 camera and connections to a NiCad battery pack.  One of these camera housings was mounted on a\n 80 cm tall stainless steel tripod placed in the rock bottom. Two systems were deployed at a time with one camera per site. The cameras recorded continuous video of the reef fish and megafauna for 6-8 hours per deployment.  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>
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