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            <gmx:Anchor xlink:href="http://lod.bco-dmo.org/id/dataset/684156.rdf" xlink:actuate="onRequest">Population genomics study on the planktonic copepod Pleuromamma xiphias: RADSeq data and metadata (Plankton Population Genetics project)</gmx:Anchor>
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            <gco:CharacterString>Cite this dataset as: Goetze, E. (2017) Population genomics study on the planktonic copepod Pleuromamma xiphias: RADSeq data and metadata (Plankton Population Genetics project). Biological and Chemical Oceanography Data Management Office (BCO-DMO). Version Date 2017-03-08 [if applicable, indicate subset used]. http://lod.bco-dmo.org/id/dataset/684156 [access date]</gco:CharacterString>
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        <gco:CharacterString>P. xiphias SRA, accessions, collection info Dataset Description: &amp;lt;p&amp;gt;This dataset includes RADSeq data as well as NCBI Short Read Archive (SRA) BioProject and BioSample accessions and collection metadata from animals collected on Atlantic Meridional Transect 22 (AMT22) in Oct. - Nov. 2012. Field work was conducted on the RRS James Cook cruise JC079. See NCBI GenBank Bioproject PRJNA368728 [https://www.ncbi.nlm.nih.gov/bioproject/PRJNA368728]&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;The sequences are embargoed until 2019-12-01. Please check back after that date.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;README for processed data files associated with the article: “Genetic isolation between populations in distinct pelagic habitats of the oceanic copepod Pleuromamma xiphias” – Authors: Lauren Van Woudenberg, Matthew Iacchei, Jonathon Whitney, Katja T. C. A. Peijnenburg, Erica Goetze (2017?). in preparation for submission to Molecular Ecology.&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Data files included in this archive:&amp;lt;br /&amp;gt;
(1) Supplementary Table 1. Overview of RADSeq data for all animals included in the study. VanWoudenberg_et_al_PLXI_RADSeq.xlsx&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
(2) VCF file used in downstream analyses, including mitochondrial clade 3 animals only. 289 total animals included. M4n3_5X_60%indiv_40%miss_final.vcf.&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
(3) VCF file used in downstream analyses, for analyses regarding mitochondrial clades 2 &amp;amp;amp; 3 and SNP clusters 1 &amp;amp;amp; 2. 112 total animals included. MTclades_M4n3_5X_60%indiv_40%miss.vcf&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
(4) Summary table and metadata of the sequence files submitted to the NCBI Sequence Read Archive (SRA), with BioProject and BioSample numbers. VanWoudenberg_et_al_2017_SRA_metadata.xlsx&amp;lt;/p&amp;gt; Methods and Sampling: &amp;lt;p&amp;gt;Please refer to the paper for methodological details. If you have further questions, please contact the corresponding author (Dr. Erica Goetze): egoetze[at]hawaii[dot]edu.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;From the &amp;lt;a href=&amp;quot;http://dmoserv3.whoi.edu/data_docs/Goetze/AMT22_cruise/jc079.pdf&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;cruise report&amp;lt;/a&amp;gt;:&amp;lt;br /&amp;gt;
&amp;lt;strong&amp;gt;Sample collection.&amp;lt;/strong&amp;gt; Plankton samples were collected with 0.71m diameter bongo nets (200, 333 µm), and with an RMT1 midwater trawl (333 µm) that has a nominal mouth area of 1m2. A total of 50 plankton tows were conducted along the cruise leg (Table 1), with 35 tows conducted using the bongo and 14 samples collected with the RMT net. The bongo tows were oblique tows that sampled from between 211 to 488 m depth and the surface (324m average maximum depth of tow). The bongo samples will be used for quantitative estimates of animal abundance along the cruise leg (target species only, tows conducted with timedepth-recorder and flowmeter). The RMT tows were also oblique tows that sampled between 62 to 216 m depth and the surface (153 m average maximum depth of tow). All tows except one (station 42) were conducted at night, in order to efficiently sample the migratory community.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sample handling and preservation&amp;lt;/strong&amp;gt;. All plankton from the 200 µm mesh bongo net was preserved immediately in 100% ethyl alcohol for use in molecular studies, including DNA sequencing and microsatellite genotyping (and possibly RAD tag sequencing), in addition to estimates of abundance of target species. Plankton material from the 333 µm mesh bongo net and the RMT net was sorted live immediately following collection, and animals were individually identified, and preserved in acetone, RNALater, cryopreserved, and in some cases used for live imaging prior to preservation. These animals will be used for molecular, genomic and transcriptomic analyses. Both RNA/DNA ratios and prosome length - dry weight relationships will be used as measures of animal condition in copepods. In total, over 17,000 animals from 40 target species were individually sorted and preserved for this panel of measurements. Following live sorting and imaging of the 333 µm samples, the remaining plankton was preserved either in 4% buffered formalin or 100% ethyl alcohol for morphological studies.&amp;lt;/p&amp;gt;</gco:CharacterString>
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	Description: &lt;p&gt;cruise identifier&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699925.rdf
	Name: sta
	Units: unitless
	Description: &lt;p&gt;station number&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699926.rdf
	Name: lat_collection
	Units: decimal degrees
	Description: &lt;p&gt;latitude; north is positive&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699927.rdf
	Name: lon_collection
	Units: decimal degrees
	Description: &lt;p&gt;longitude; east is positive&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699928.rdf
	Name: date_collection
	Units: unitless
	Description: &lt;p&gt;collection date formatted as yyyy-mm-dd&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699929.rdf
	Name: sex
	Units: unitless
	Description: &lt;p&gt;sex of specimens&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699930.rdf
	Name: mtCOI_Clade
	Units: unitless
	Description: &lt;p&gt;mitochondrial COI clade&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699931.rdf
	Name: num_Seq_reads_initial
	Units: reads
	Description: &lt;p&gt;number of sequence reads pre-cleaning&lt;/p&gt; 
http://lod.bco-dmo.org/id/dataset-parameter/699932.rdf
	Name: num_Seq_reads_post_cleaning
	Units: reads
	Description: &lt;p&gt;number of sequence reads post-cleaning&lt;/p&gt; 
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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>&amp;lt;p&amp;gt;Please refer to the paper for methodological details. If you have further questions, please contact the corresponding author (Dr. Erica Goetze): egoetze[at]hawaii[dot]edu.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;From the &amp;lt;a href=&amp;quot;http://dmoserv3.whoi.edu/data_docs/Goetze/AMT22_cruise/jc079.pdf&amp;quot; target=&amp;quot;_blank&amp;quot;&amp;gt;cruise report&amp;lt;/a&amp;gt;:&amp;lt;br /&amp;gt;
&amp;lt;strong&amp;gt;Sample collection.&amp;lt;/strong&amp;gt; Plankton samples were collected with 0.71m diameter bongo nets (200, 333 µm), and with an RMT1 midwater trawl (333 µm) that has a nominal mouth area of 1m2. A total of 50 plankton tows were conducted along the cruise leg (Table 1), with 35 tows conducted using the bongo and 14 samples collected with the RMT net. The bongo tows were oblique tows that sampled from between 211 to 488 m depth and the surface (324m average maximum depth of tow). The bongo samples will be used for quantitative estimates of animal abundance along the cruise leg (target species only, tows conducted with timedepth-recorder and flowmeter). The RMT tows were also oblique tows that sampled between 62 to 216 m depth and the surface (153 m average maximum depth of tow). All tows except one (station 42) were conducted at night, in order to efficiently sample the migratory community.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;Sample handling and preservation&amp;lt;/strong&amp;gt;. All plankton from the 200 µm mesh bongo net was preserved immediately in 100% ethyl alcohol for use in molecular studies, including DNA sequencing and microsatellite genotyping (and possibly RAD tag sequencing), in addition to estimates of abundance of target species. Plankton material from the 333 µm mesh bongo net and the RMT net was sorted live immediately following collection, and animals were individually identified, and preserved in acetone, RNALater, cryopreserved, and in some cases used for live imaging prior to preservation. These animals will be used for molecular, genomic and transcriptomic analyses. Both RNA/DNA ratios and prosome length - dry weight relationships will be used as measures of animal condition in copepods. In total, over 17,000 animals from 40 target species were individually sorted and preserved for this panel of measurements. Following live sorting and imaging of the 333 µm samples, the remaining plankton was preserved either in 4% buffered formalin or 100% ethyl alcohol for morphological studies.&amp;lt;/p&amp;gt;</gco:CharacterString>
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                      <gmd:date gco:nilReason="unknown"/>
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          <gmd:processStep xlink:title="Data Processing Description">
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              <gmd:description>
                <gco:CharacterString>&amp;lt;p&amp;gt;SEQUENCE DATA FILES&amp;lt;br /&amp;gt;
Illumina HiSeq reads are available NCBI Sequence Read Archive (SRA). Libraries were prepared following the ezRAD protocol (Toonen et al. 2013). Sequences from Illumina HiSeq 2500, with quality trimming and adaptor removal using TrimGalore (as follows).&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
#ADAPTERS&amp;lt;br /&amp;gt;
#Illumina TruSeq HT dual-indexed Adapters (96 barcode combinations)&amp;lt;br /&amp;gt;
GATCGGAAGAGCACACGTCTGAACTCCAGTCACNNNNNNNNATCTCGTATGCCGTCTTCTGCTTG #Read1 w/ 8 digit wildcard i7 #barcode&amp;lt;br /&amp;gt;
GATCGGAAGAGCGTCGTGTAGGGAAAGAGTGTNNNNNNNNGTGTAGATCTCGGTGGTCGCCGTATCATT&amp;amp;nbsp; #Read2 w/ wildcard i5 barcode (reverse complemented)&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
#TrimGalore Command&amp;lt;br /&amp;gt;
#first make directory for cleaned files&amp;lt;br /&amp;gt;
mkdir&amp;amp;nbsp;cleaned_for_stacks&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
##FOR R1 loop for trim_galore##&amp;lt;br /&amp;gt;
declare -a TEST=(site09_12 site09_15 site09_18 site09_21 site09_24 site09_13 site09_16 site09_19 site09_22 site09_14 site09_17 site09_20 site09_23)&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
for i in &amp;quot;${TEST[@]}&amp;quot;; do perl ~/ddocent/trim_galore —-phred33 —-dont_gzip -a gatcggaagagcacacgtctgaactccagtcacnnnnnnnnatctcgtatgccgtcttctgcttg --stringency 5 -e 0.1 -r1 100 --output_dir ./cleaned_for_stacks $i.R1.fq; done&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
##FOR R2 loop for trim_galore##&amp;lt;br /&amp;gt;
declare -a TEST=(site09_12 site09_15 site09_18 site09_21 site09_24 site09_13 site09_16 site09_19 site09_22 site09_14 site09_17 site09_20 site09_23)&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
for i in &amp;quot;${TEST[@]}&amp;quot;; do perl ~/ddocent/trim_galore —-phred33 —-dont_gzip -a gatcggaagagcgtcgtgtagggaaagagtgtnnnnnnnngtgtagatctcggtggtcgccgtatcatt --stringency 5 -e 0.1 -r1 100 --output_dir ./cleaned_for_stacks $i.R2.fq; done&amp;lt;br /&amp;gt;
&amp;lt;br /&amp;gt;
Contact: Erica Goetze for any questions, or for subsequent use of these data.&amp;lt;/p&amp;gt;

&amp;lt;p&amp;gt;&amp;lt;strong&amp;gt;BCO-DMO Processing Notes:&amp;lt;/strong&amp;gt;&amp;lt;br /&amp;gt;
added conventional header with dataset name, PI name, version date&amp;lt;br /&amp;gt;
modified parameter names to conform with BCO-DMO naming conventions&amp;lt;br /&amp;gt;
combined SRA metadata with collection information&amp;lt;br /&amp;gt;
converted latitude and longitude to decimal degrees&amp;lt;br /&amp;gt;
added links to NCBI GenBank BioProject and BioSample pages&amp;lt;/p&amp;gt;</gco:CharacterString>
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