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Table · dataset · 2026

Data for <b>Genomic baseline reveals vulnerable genetically depauperate pocket within highly structured Norwegian kelp forests</b>

Listed in figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34025343.v1

<p dir="ltr">Here, we investigated population structure and genetic diversity in the canopy-forming kelp Laminaria hyperborea across 13 sites along the Norwegian coast (58–70°N) using 7,734 single nucleotide polymorphisms generated via double-digest restriction site-associated DNA sequencing (ddRAD-seq).

Description

To create this file, we processed ddRAD-seq reads using a reference-based approach. After proceeding with the demultiplexing using process_radtags, we merged replicates by individual and filtered the reads with the FASTX toolkit to retain sequences with >99% of bases scoring a Phred quality ≥20.

We aligned the filtered reads to the L. digitata reference genome (Phaeoexplorer: LdigPH10-18mv Male, n.d.), called SNPs with gstacks, and extracted genotypes using populations (-p 1 -r 10) before SNP filtering (VCFtools), yielding 1.64 million SNPs from 208 individuals. To improve data quality, we removed SNPs (RStudio) with anomalously high read depth (>2× mean), low read depth (<8), minor allele frequency <0.1%, or significant deviations from Hardy-Weinberg equilibrium (HWE, p < 1 × 10⁻¹⁰, VCFtools::--hwe).

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We removed linked SNPs (vcfR::distance_thin) using a 600 bp window and excluded monomorphic loci (dartR::gl.filter.monomorphs version 2.9.9.5), genotypes missing >50% of the loci, and loci with >30% missing data (poppr::missingno), package version 2.9.8.</p>

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Sequencing 75%
Provenance · 4 source records, 40 field assertions
SourceKeyLast seenRaw
figshareoai:figshare.com:article/340253435 d agoJSON v1
Loughborough Research Repositoryoai:figshare.com:article/340253435 d agoJSON v1
GRANTS Dataoai:figshare.com:article/340253435 d agoJSON v1
UP Research Data Repositoryoai:figshare.com:article/340253434 d agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:field:310509mapping · figshare comvocabulary-mapper@1.0.0keywords['Genomics']
concepts[field].anzsrc:field:310509mapping · grantsdata jst go jpvocabulary-mapper@1.0.0keywords['Genomics']
concepts[field].local:field:astronomymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:chemistrymapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:computer-science-aimapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:computer-science-aimapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
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concepts[field].local:field:economics-financemapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:economics-financemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:engineeringmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:engineeringmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · figshare comconnector:figshare_com@1.0.0
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concepts[field].local:field:humanitiesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · grantsdata jst go jpconnector:grantsdata_jst_go_jp@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:life-sciencesmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:mathematics-statisticsmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:ocean-atmosphericmapping · figshare comconnector:figshare_com@1.0.0
concepts[field].local:field:psychology-behavioralmapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
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concepts[field].local:field:social-sciencemapping · researchdata up ac zaconnector:researchdata_up_ac_za@1.0.0
concepts[field].local:field:social-sciencemapping · repository lboro ac ukconnector:repository_lboro_ac_uk@1.0.0
concepts[modality].local:modality:sequencingenrichment · figshare comkeyword-concept-rules@1.0.0title+description (75%)
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