cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hggzkp
title: Occurrence Download

description: A dataset containing 55850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 55850 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007172-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9t3c2
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euodia meliaefolia"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009389-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwwbvr
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACS4941"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009387-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmrgcp
title: Occurrence Download

description: A dataset containing 2475051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 2475051 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009373-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y49gjn
title: Occurrence Download

description: A dataset containing 174338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia"
 ]
}

 The dataset includes 174338 records from 1029 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009314-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmf9sj
title: Occurrence Download

description: A dataset containing 6487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Homalanthus populifolius"
 ]
}

 The dataset includes 6487 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009390-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv24p9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADL4011"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009392-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdx6kq
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euodia meliifolia"
 ]
}

 The dataset includes 182 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009391-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vtjdd
title: Occurrence Download

description: A dataset containing 3305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbarea vulgaris",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3305 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009393-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28p9ad
title: Occurrence Download

description: A dataset containing 790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Denisonia devisi"
 ]
}

 The dataset includes 790 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009394-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xmbj7
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , Anoplophora glabripennis, , , , , , , , Anoplophora glabripennis, , , Megarhyssa praecellens, , , , , Melanauster angustatus, Cerosterna glabripennis, Melanauster nobilis, Melanauster glabripennis, Melanauster laevigator, , Melanauster glabripennis, Melanauster luteonotatus, , , , Melanauster glabripennis, Melanauster nobilis, , , Melanauster glabripennis, , , Cerosterna laevigator, , Anoplophora laevigator, Melanauster nankineus, Anoplophora nobilis, , Melanauster glabripennis, )",
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample, Material citation, Observation, Living Specimen, Machine Observation, Literature Occurrence, Living Specimen, Occurrence evidence)",
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 171 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009395-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d26x8
title: Occurrence Download

description: A dataset containing 1730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((61.47879 -14.79899,160.52121 -14.79899,160.52121 24.79899,61.47879 24.79899,61.47879 -14.79899))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Galeopterus variegatus"
 ]
}

 The dataset includes 1730 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009396-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67sysq
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Homalospermum firmum"
 ]
}

 The dataset includes 468 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009397-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kquy5b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Garra sahilia gharbia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009400-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v32an
title: Occurrence Download

description: A dataset containing 10461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylorhiza maculata",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10461 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009398-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15875474
title: Scripts and additional data in support of "Detectability of post-net zero climate changes and the effects of delay in emissions cessation"

description: Files in support of analysis and figures in "Detectability of post-net zero climate changes and the effects of delay in emissions cessation" in revision for Earth's Future.

Additional datasets (beyond those available at https://zenodo.org/records/13168507):



Annual-average AMOC strength files for the esm-hist simulations (amoc26_yr_esmhist.nc), the esm-ssp585 simulations (amoc26_yr_esmssp585.nc) and the net zero emissions simulations (amoc_strength_26N_PI-GWL-Bxxxx_AnnAvg.nc where xxxx is the year the net zero simulation branches from the esm-ssp585 r10i1p1f1 simulation).

Annual extremes of txx (txx_year.nc), tnn (tnn_year.nc) and rx1day (rx1day_year.nc) in the net zero simulations.

Annual-average surface air temperature averaged across each IPCC region in the historical simulation (tas_yr_esmhist_r10_ar6reg_mean.nc), the esm-ssp585 simulation (tas_yr_esmssp585_r10_ar6reg_mean.nc) and the net zero simulations (tas_yr_sta_ar6reg_mean.nc).


Scripts used to generate figures:



Figure 1 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure1.pro)

Figure 2 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure2_WithSmoothing.pro)

Figure 3 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure3.pro)

Figure 4 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure4.pro)

Figure 5 (Detectability_ACCESS_Stabilised_Changes_MeanMaps_DiffNZBaseline.pro)

Figure 6 (Detectability_ACCESS_Stabilised_Changes_Revisions_Area_Population_Part1.pro)

Figure 7 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure7.pro)

Figure 8 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure8.pro)

Figure 9 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure9.pro)

Figure 10 (Detectability_ACCESS_Stabilised_Changes_MeanMaps_ShiftedBaseline.pro)

Figure 11 (Detectability_ACCESS_Stabilised_Changes_Revisions_Area_Population_Part2.pro)


Intermediate scripts to identify locations of significant change are also provided, e.g. Detectability_ACCESS_Stabilised_Changes_SigDiff_wSign_DiffNZbase_tas.pro

Please get in touch if you would like any assistance or have any questions.
DOI: 10.5281/zenodo.15875475
title: Scripts and additional data in support of "Detectability of post-net zero climate changes and the effects of delay in emissions cessation"

description: Files in support of analysis and figures in "Detectability of post-net zero climate changes and the effects of delay in emissions cessation" in revision for Earth's Future.

Additional datasets (beyond those available at https://zenodo.org/records/13168507):



Annual-average AMOC strength files for the esm-hist simulations (amoc26_yr_esmhist.nc), the esm-ssp585 simulations (amoc26_yr_esmssp585.nc) and the net zero emissions simulations (amoc_strength_26N_PI-GWL-Bxxxx_AnnAvg.nc where xxxx is the year the net zero simulation branches from the esm-ssp585 r10i1p1f1 simulation).

Annual extremes of txx (txx_year.nc), tnn (tnn_year.nc) and rx1day (rx1day_year.nc) in the net zero simulations.

Annual-average surface air temperature averaged across each IPCC region in the historical simulation (tas_yr_esmhist_r10_ar6reg_mean.nc), the esm-ssp585 simulation (tas_yr_esmssp585_r10_ar6reg_mean.nc) and the net zero simulations (tas_yr_sta_ar6reg_mean.nc).


Scripts used to generate figures:



Figure 1 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure1.pro)

Figure 2 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure2_WithSmoothing.pro)

Figure 3 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure3.pro)

Figure 4 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure4.pro)

Figure 5 (Detectability_ACCESS_Stabilised_Changes_MeanMaps_DiffNZBaseline.pro)

Figure 6 (Detectability_ACCESS_Stabilised_Changes_Revisions_Area_Population_Part1.pro)

Figure 7 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure7.pro)

Figure 8 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure8.pro)

Figure 9 (Detectability_ACCESS_Stabilised_Changes_Revisions_Figure9.pro)

Figure 10 (Detectability_ACCESS_Stabilised_Changes_MeanMaps_ShiftedBaseline.pro)

Figure 11 (Detectability_ACCESS_Stabilised_Changes_Revisions_Area_Population_Part2.pro)


Intermediate scripts to identify locations of significant change are also provided, e.g. Detectability_ACCESS_Stabilised_Changes_SigDiff_wSign_DiffNZbase_tas.pro

Please get in touch if you would like any assistance or have any questions.
DOI: 10.15468/dl.bbr8ym
title: Occurrence Download

description: A dataset containing 2277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berteroa incana",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2277 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009402-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bn34v
title: Occurrence Download

description: A dataset containing 43784 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Melicope"
 ]
}

 The dataset includes 43784 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009401-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqy3at
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADM7073"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009404-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ud87cv
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Miliusa amplexicaulis"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009405-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/jeag-c655
title: Measurement of Nitrogen oxides at Diabla Gora

description: Measurement of Nitrogen oxides at Diabla Gora
DOI: 10.15468/dl.76c9c5
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ficus natalensis subsp. leprieurii (Miq.) Berg)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 313 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088440-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg8kud
title: Occurrence Download

description: A dataset containing 627633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-84.31583 10.03375,-84.17906 10.02458,-84.07782 10.10468,-84.1137 10.26329,-84.1437 10.30234,-84.16428 10.33597,-84.26586 10.33509,-84.34739 10.30517,-84.38434 10.21576,-84.3671 10.11923,-84.31583 10.03375))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2014-2024"
 ]
}

 The dataset includes 627633 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088429-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/c83bfba0-6eb4-48f7-87e5-01915b908988.v1
title: Material Characterization Data For A Tube-guided SMA Actuator and A Reversible SMA Hinge Actuator

description: The data file includes the material experiments of the tube-guided SMA actuator and the SMA hinge actuator. All experiments were used for developing phenomenological models which can predict actuators' performance. <strong>(1) Tube-guided SMA actuator:</strong> material characterization experiments were conducted with two types of materials, including a shape memory alloy wire and a PTFE tube. For the SMA, transformation stress tests, Young’s modulus test, transformation temperatures test and force-control tests were performed. For the tube, thermal expansion tests, Young’s modulus test, and some experiments about creep were performed. A Dynamic Mechanical Analyser (DMA) Q800® of TA instruments was used for all tests. <strong>(2) SMA hinge actuator:</strong> two different types of SMA materials were tested, to figure out their torsion performance in different temperatures. Transformation temperature tests, shear Stress-strain tests, etc. were included. A DMA machine and a Differential Scanning Calorimetry Q2000® were used for tests.
DOI: 10.15468/dl.7etr8f
title: Occurrence Download

description: A dataset containing 727531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypochaeris radicata L."
 ]
}

 The dataset includes 727531 records from 2762 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088426-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdhfzb
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Misgurnus bipartitus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009236-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ehetu
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspilidea myrinii",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 223 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023571-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57d8fc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Haloxylon gracile"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023572-260208012135463/datasets/export for details.
DOI: 10.15468/dl.yrncmm
title: Occurrence Download

description: A dataset containing 3124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteropus medius"
 ]
}

 The dataset includes 3124 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023573-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14864315
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.emy4zt
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Piccolia ochrophora",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 60 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023576-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18666793
title: A Proposal for an Action-Based Ethics of AI
DOI: 10.15468/dl.mphw4j
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus pumila",
 "Year 1950-2025"
 ]
}

 The dataset includes 506 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023575-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18666792
title: A Proposal for an Action-Based Ethics of AI
DOI: 10.48610/659a65b
title: CowpeaDiversityGeneticData

description: The accompanying workflow and data of the global cowpea diversity analysis are found in the GitHub repository: https://github.com/SofiePearson/CowpeaDiversity

The following genetic data are included in this dataset:

RAW DATASET
"DCpea24-9409_MarkerHet0.4_raw.vcf"
The filtered dataset consisting of 10,618 accessions and 4,290 high-quality SNPs, denoted the “raw dataset” in a variant call format (VCF) file.

CULTIVATED DATASET
Two file types containing 10,617 accessions and 3,073 SNPs, filtered for minor allele frequency (MAF) at 0.01, denoted the "cultivated dataset" in VCF and raw file formats:
"DCpea24-9409_MarkerHet0.4_10617_CC_MAF0.01.vcf"
"DCpea24-9409_MarkerHet0.4_10617_CC_MAF0.01_raw.raw"
The raw file was used as input for PCA and GRM heatmap containing 10,617 accessions and 3,073 SNPs.

CULTIVATED-PRUNED DATASET
Two file types containing 10,617 accessions and 2,302 SNPs, linkage disequilibrium (LD) pruned:
"DCpea24-9409_MarkerHet0.4_10617_CC_MAF0.01_LD_pruned.vcf"
"pruneddata.bed"
"pruneddata.bim"
"pruneddata.fam"
Note PLINK format contains all three files with the pre-fix: "pruneddata", and must be kept in the same directory

NON-REDUNDANT DATASET
One file containing 9,609 accessions and 3,083 SNPs that are not LD pruned but filtered for a MAF of 0.01. Used as input for diversity analyses:
CC_9609_MAF.raw

NON-REDUNDANT PRUNED DATASET
Five files containing 9,609 accessions and 2,312 SNPs that are LD pruned:
DCpea24-9409_MarkerHet0.4_10617_CC_9609_MAF0.01_LD_pruned.vcf
pruneddata2.bed
pruneddata2.bim
pruneddata2.fam
pruneddata_LD_9609.raw
"pruneddata2" PLINK files are used for ADMIXTURE and IBD analyses, and "pruneddata_LD_9609.raw" file is used for sNMF analysis.

NON-REDUNDANT PRUNED DATASET CONTAINING OUTGROUP
DCpea24-9409_MarkerHet0.4_2312_9610.vcf
LD pruned dataset containing 9,610 accessions (including the outgroup) and 2,312 LD pruned markers.