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            <gco:CharacterString>Cite this dataset as: Yarnall, A., Fodrie, F. J., Morley, J., Yeager, L. (2023) Fish densities sampled by Dual Frequency Identification Sonar (DIDSON) within Artificial Seagrass Units (ASU) in Back Sound, NC from June to October 2018. Biological and Chemical Oceanography Data Management Office (BCO-DMO). (Version 1) Version Date 2023-03-13 [if applicable, indicate subset used]. doi:10.26008/1912/bco-dmo.891779.1 [access date]</gco:CharacterString>
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        <gco:CharacterString>Methods and Sampling: &amp;lt;p&amp;gt;This dataset represents fish densities (catch per unit effort; CPUE) sampled at three locations within each landscape on Oscar Shoal and an adjacent unnamed shoal in Back Sound, NC, USA (34°42′20&amp;quot; N to 34°41′60&amp;quot; N, 76°36′ 15&amp;quot; W to 76°35′17&amp;quot; W) during the summer of 2018. Benthopelagic fishes were sampled with Dual Frequency Identification Sonar (DIDSON). DIDSON allowed us to reliably detect fishes regardless of water visibility (compared to traditional video cameras) and diversify the size range of organisms we were able to sample. However, DIDSON did not generally allow for species identification.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;DIDSON recordings (hereafter “samples”, n = 166), each 1 minute in length, were taken in each landscape's largest patch in July, September, and October, and in each matrix location (i.e., interpatch, near-patch) in July and September. The sampling field of view ranged from 2 meters to 6.5 meters from the DIDSON, and artificial seagrass unit (ASU) and mudflat habitats could be easily distinguished in samples. DIDSON samples were standardized by positioning the sample targets at a range of 4.5 meters in the center of the viewing field. The DIDSON was mounted to a kayak, held stationary by a person on the opposite side of the sampling field, and was operated at a consistent depth below the surface (approximately 10 centimeters) and oriented to include most of the water column and also the substrate.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Known Issues:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
The study area and artificial landscapes were directly impacted by Hurricane Florence during 13-16 Sept 2018. Despite ASU re-enforcements made prior to Florence's landfall (i.e., additional lawn staples and cable ties), our landscapes experienced substantial disturbance akin to natural seagrasses in the vicinity, in many cases completely removing or burying ASUs which altered the landscape percent cover and fragmentation &amp;lt;em&amp;gt;per se&amp;lt;/em&amp;gt; parameters. Holding the original landscape 234 square meter footprint constant, post-Florence landscape percent cover and percolation probabilities were recalculated both including and excluding ASUs that were fully buried under sediment. DIDSON samples were taken both before and after Florence. Due to considerable landscape parameter alterations over this timeframe and potentially confounding disturbance influences, caution should be taken in examining post-Florence fish densities.&amp;lt;/p&amp;gt;</gco:CharacterString>
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        <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/award/714025.rdf" xlink:title="OCE-1635950" xlink:actuate="onRequest">Funding provided by NSF Division of Ocean Sciences (NSF OCE) Award Number: OCE-1635950 Award URL: https://www.nsf.gov/awardsearch/show-award?AWD_ID=1635950</gmx:Anchor>
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            <gmx:Anchor xlink:href="https://ror.org/0130frc33" xlink:title="ROR ID" xlink:actuate="onRequest">University of North Carolina at Chapel Hill</gmx:Anchor>
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http://lod.bco-dmo.org/id/dataset-parameter/892034.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/892035.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/892036.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/892037.rdf
	Name: L_cm
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http://lod.bco-dmo.org/id/dataset-parameter/892038.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/892039.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/892040.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/892041.rdf
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http://lod.bco-dmo.org/id/dataset-parameter/892042.rdf
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                <gco:CharacterString>&amp;lt;p&amp;gt;This dataset represents fish densities (catch per unit effort; CPUE) sampled at three locations within each landscape on Oscar Shoal and an adjacent unnamed shoal in Back Sound, NC, USA (34°42′20&amp;quot; N to 34°41′60&amp;quot; N, 76°36′ 15&amp;quot; W to 76°35′17&amp;quot; W) during the summer of 2018. Benthopelagic fishes were sampled with Dual Frequency Identification Sonar (DIDSON). DIDSON allowed us to reliably detect fishes regardless of water visibility (compared to traditional video cameras) and diversify the size range of organisms we were able to sample. However, DIDSON did not generally allow for species identification.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;DIDSON recordings (hereafter “samples”, n = 166), each 1 minute in length, were taken in each landscape's largest patch in July, September, and October, and in each matrix location (i.e., interpatch, near-patch) in July and September. The sampling field of view ranged from 2 meters to 6.5 meters from the DIDSON, and artificial seagrass unit (ASU) and mudflat habitats could be easily distinguished in samples. DIDSON samples were standardized by positioning the sample targets at a range of 4.5 meters in the center of the viewing field. The DIDSON was mounted to a kayak, held stationary by a person on the opposite side of the sampling field, and was operated at a consistent depth below the surface (approximately 10 centimeters) and oriented to include most of the water column and also the substrate.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Known Issues:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
The study area and artificial landscapes were directly impacted by Hurricane Florence during 13-16 Sept 2018. Despite ASU re-enforcements made prior to Florence's landfall (i.e., additional lawn staples and cable ties), our landscapes experienced substantial disturbance akin to natural seagrasses in the vicinity, in many cases completely removing or burying ASUs which altered the landscape percent cover and fragmentation &amp;lt;em&amp;gt;per se&amp;lt;/em&amp;gt; parameters. Holding the original landscape 234 square meter footprint constant, post-Florence landscape percent cover and percolation probabilities were recalculated both including and excluding ASUs that were fully buried under sediment. DIDSON samples were taken both before and after Florence. Due to considerable landscape parameter alterations over this timeframe and potentially confounding disturbance influences, caution should be taken in examining post-Florence fish densities.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                <gco:CharacterString>&amp;lt;p&amp;gt;Using DIDSON software (V5.26.06), fishes were counted and measured on 10 randomly selected frames from each 1-minute sample. Random frame selection was constrained such that all frames were spaced a minimum of 25 frames apart to improve sub-sample independence. Fish counts for all 10 frames per sample were summed (i.e., number per sample) for further statistical analysis. This method does not differentiate between fishes that are maintaining position within the area versus transiting through, but represents a cumulative total of fish presences. In addition to the 10 frames per sample used to estimate fish presence, readers also selected and processed the frame with the maximum number of fish present (MaxN). All observe total fish lengths (in centimeters) were measured. If no fish were observed on a given frame, this is denoted by a length measurement of zero.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;To account for potential reader bias in fish counts and length measurements (in centimeters), some samples were analyzed by two (n = 18) or three (n = 15) readers (reading identical sample frames). Readers counted statistically similar numbers of fishes per sample (paired two-sample t-test, P &amp;amp;gt; 0.05), ruling out significant reader bias on fish counts.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;Data output text files from DIDSON software were reformatted, reduced to relevant information, and output as a master Excel file using R statistical software (v3.6.2).&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;BCO-DMO Processing Description:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
- Missing data identifier ‘NA’ replaced with blank (BCO-DMO's default missing data identifier)&amp;lt;br /&amp;gt;
- Added &amp;quot;Latitude&amp;quot; and &amp;quot;Longitude&amp;quot; columns and rounded to three decimal places&amp;lt;br /&amp;gt;
- Removed &amp;quot;%&amp;quot; symbol from data cells&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;amp;nbsp;&amp;lt;/p&amp;gt;</gco:CharacterString>
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