cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ybvr4f
title: Occurrence Download

description: A dataset containing 423 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "TaxonKey is Pristipomoides flavipinnis"
 ]
}

 The dataset includes 423 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007488-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17144186
title: Data produced by work supported through grant PID2020-118028GB-I00, awarded by the Spanish Ministerio de Ciencia, Innovación, y Universidades

description: This repository holds data produced with support from the Ministerio de Ciencia, Innovación y Universidades of the Spanish Government, through award PID2020-118028GB-I00, for a project titled Elucidating relationships of adaptation to extreme soil and climate with RAD sequencing.  The data come from genomic and ecological analysis of three plant species that facultatively occur on serpentine soil outcrops in southeastern Spain, Lavandula stoechas L., Halimium atriplicifolium (Lam) Spach. subsp. atriciplicifolium, and Phlomis purpurea L.  Raw ddRADseq data for these three species can be found under NCBI Sequence Read Archive (SRA) Bioproject number PRJNA1338063 after the embargo date, which is currently 30.04.2026. Sample-specific metadata, including specific leaf area, are found in a .txt file here, along with a readme.txt that describes the variables. The following tarballs contain the VCF files that were reported in the following pre-print: https://doi.org/10.1101/2025.11.04.686350 : halimium_ms1_zenodo.tar.gz, lavandula_ms1_zenodo.tar.gz, and phlomis_ms1_zenodo.tar.gz. 

Files of raw, unfiltered SNPs as produced by the STACKS pipeline are available, along with the maps of samples to populations, and are in the tarballs halimium_vcf.tar.gz, lavandula_vcf.tar.gz, and phlomis_vcf.tar.gz.  The filters applied in the course of the analyses are described in pre-prints and (eventually) publications.   Data for climate and soil characteristics are available in the file edaphic_climate_data_csv.tar.gz. There are separate files for sites with climate data and sites in analyses dealing with soil.  Additional site-specific data on climate (WorldClim) for any sites (populations) that lack them can be obtained using the coordinates of the sites and climate layers that are available from WorldClim.

 

This preprint is the current citable document for these data, and should be cited if the data are used in any way.
DOI: 10.5281/zenodo.18759916
title: Data produced by work supported through grant PID2020-118028GB-I00, awarded by the Spanish Ministerio de Ciencia, Innovación, y Universidades

description: This repository holds data produced with support from the Ministerio de Ciencia, Innovación y Universidades of the Spanish Government, through award PID2020-118028GB-I00, for a project titled Elucidating relationships of adaptation to extreme soil and climate with RAD sequencing.  The data come from genomic and ecological analysis of three plant species that facultatively occur on serpentine soil outcrops in southeastern Spain, Lavandula stoechas L., Halimium atriplicifolium (Lam) Spach. subsp. atriciplicifolium, and Phlomis purpurea L.  Raw ddRADseq data for these three species can be found under NCBI Sequence Read Archive (SRA) Bioproject number PRJNA1338063 after the embargo date, which is currently 30.04.2026. Sample-specific metadata, including specific leaf area, are found in a .txt file here, along with a readme.txt that describes the variables. The following tarballs contain the VCF files that were reported in the following pre-print: https://doi.org/10.1101/2025.11.04.686350 : halimium_ms1_zenodo.tar.gz, lavandula_ms1_zenodo.tar.gz, and phlomis_ms1_zenodo.tar.gz. 

Files of raw, unfiltered SNPs as produced by the STACKS pipeline are available, along with the maps of samples to populations, and are in the tarballs halimium_vcf.tar.gz, lavandula_vcf.tar.gz, and phlomis_vcf.tar.gz.  The filters applied in the course of the analyses are described in pre-prints and (eventually) publications.   Data for climate and soil characteristics are available in the file edaphic_climate_data_csv.tar.gz. There are separate files for sites with climate data and sites in analyses dealing with soil.  Additional site-specific data on climate (WorldClim) for any sites (populations) that lack them can be obtained using the coordinates of the sites and climate layers that are available from WorldClim.

 

This preprint is the current citable document for these data, and should be cited if the data are used in any way.
DOI: 10.5286/isis.e.rb2520084-1
title: Probing Low-energy Magnetic Excitations in Triangular-Lattice Phosphates Rb₃Nd(PO₄)₂ and Rb₃Yb(PO₄)₂

description: The recently discovered triangular-lattice phosphates Rb₃RE(PO₄)₂, where RE represents a rare-earth element, exhibit strong frustration effects arising from the ideal triangular lattice formed by RE³⁺ ions. Among them, Rb₃Yb(PO₄)₂ (RYP) and Rb₃Nd(PO₄)₂ (RNP) stand out for their distinct magnetic behaviors. RYP, with a trigonal structure, does not exhibit long-range magnetic ordering even down to 50 mK, making it an ideal candidate for exploring quantum spin liquid states. In contrast, RNP, which adopts a monoclinic structure, also lacks long-range order above 1.8 K but shows distinct magnetic anisotropy. Despite these differences, both materials display remarkable magnetocaloric effects in the sub-Kelvin regime, indicating strong low-energy quantum fluctuations.We propose to study the low-energy magnetic excitations of RYP and RNP using cold-neutron backscattering measurements at the IRIS spectrometer. These compounds, despite their structural differences, provide a unique opportunity to explore how lattice distortions and magnetic anisotropy influence their quantum behavior. By mapping the low-energy spin dynamics, we aim to extract their spin Hamiltonians and gain deeper insights into the collective magnetism of rare-earth triangular-lattice antiferromagnets, especially focusing on the nature of their quantum excitations and frustration-driven phenomena.
DOI: 10.15468/dl.e9u69p
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Mustela sibirica",
 "Year 2001-2026"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007489-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5286/isis.e.rb2520084
title: Probing Low-energy Magnetic Excitations in Triangular-Lattice Phosphates Rb₃Nd(PO₄)₂ and Rb₃Yb(PO₄)₂

description: The recently discovered triangular-lattice phosphates Rb₃RE(PO₄)₂, where RE represents a rare-earth element, exhibit strong frustration effects arising from the ideal triangular lattice formed by RE³⁺ ions. Among them, Rb₃Yb(PO₄)₂ (RYP) and Rb₃Nd(PO₄)₂ (RNP) stand out for their distinct magnetic behaviors. RYP, with a trigonal structure, does not exhibit long-range magnetic ordering even down to 50 mK, making it an ideal candidate for exploring quantum spin liquid states. In contrast, RNP, which adopts a monoclinic structure, also lacks long-range order above 1.8 K but shows distinct magnetic anisotropy. Despite these differences, both materials display remarkable magnetocaloric effects in the sub-Kelvin regime, indicating strong low-energy quantum fluctuations.We propose to study the low-energy magnetic excitations of RYP and RNP using cold-neutron backscattering measurements at the IRIS spectrometer. These compounds, despite their structural differences, provide a unique opportunity to explore how lattice distortions and magnetic anisotropy influence their quantum behavior. By mapping the low-energy spin dynamics, we aim to extract their spin Hamiltonians and gain deeper insights into the collective magnetism of rare-earth triangular-lattice antiferromagnets, especially focusing on the nature of their quantum excitations and frustration-driven phenomena.
DOI: 10.5255/ukda-sn-9514-1
title: National Islands Plan Survey, 2020

description: &lt;p&gt;The &lt;span style="font-style: italic;"&gt;National Islands Plan Survey, 2020&lt;/span&gt; was delivered to 20,000 adult residents of Scotland’s islands in 2020 to gather their views on questions related to the twelve objectives of the National Islands Plan, which was published by the Scottish Government in 2019 following the passage of the Islands (Scotland) Act (2018). The survey aimed to improve the availability of data held about Scotland's islands; measure aspects of the National Islands Plan consistently within and across Scotland's island communities; and provide baseline data against which to measure the effectiveness of the Plan. The &lt;span style="font-style: italic;"&gt;Scottish Islands Survey, 2023 &lt;/span&gt;was a follow-up survey of islanders and can be found under SN9340.&lt;/p&gt;
DOI: 10.15468/dl.at68as
title: Occurrence Download

description: A dataset containing 739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mauritia flexuosa"
 ]
}

 The dataset includes 739 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007490-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18759885
title: PfCP: MalariaGEN P. falciparum Community Project (January 2016 Release)

description: This record provides data files for the paper ‘Genomic epidemiology of artemisinin resistant malaria’ by the MalariaGEN P. falciparum Community Project, and provides links to data resources and citation information.

Data Resources

This record contains the following data associated with the Community Project January 2016 release:



Supplementary data file: For each P. falciparum gene, this table lists: the systematic ID, position and description of the gene; the ortholog gene in P. chabaudi; the conservation score; the count of all (N)on-synonymous and (S)ynonymous mutation in Africa (AFR) and Southeast Asia (SEA); the count of the rare (i.e. present in only 1 or 2 samples) mutations; the N/S log fold-change in SEA vs AFR; the Fisher’s test p-value of N/S in AFR vs SEA.

Sample metadata file: contains sample information, accession numbers and genotype calls for 3,411 samples from 23 countries.

Catalogue of genetic variations (SNPs) and allele frequencies (v4.0): a catalogue with more than 900,000 SNPs and allele frequency data based on an analysis of 3,488 samples from 43 locations in 23 countries. Contains the following zip files:



snp_alleles_pgv.tab.zip: The complete catalogue of SNPs, including coordinates, alleles and references to genes.

snp_maf_pgv.tab.zip: Set of minor allele frequencies by population for all the SNPs in the catalogue.

snp_daf_pgv.tab.zip: Set of derived allele frequencies by population for all the SNPs in the catalogue.

snp_nraf_pgv.tab.zip: Set of non-reference allele frequencies by population for all the SNPs in the catalogue.

snp_fst_pgv.tab.zip: Population differentiation statistic (FST) for all the SNPs in the catalogue.

README file containing further information for the catalogue




About the collaboration

The sequence data used in this analysis were generated by the Wellcome Trust Sanger Institute and contributed to the MalariaGEN P. falciparum Community Project by several independent research groups. These data form part of ongoing projects that are investigating a number of scientific questions that go beyond the scope of this particular publication. Some of the intended scientific analyses will be published through the MalariaGEN P. falciparum Community Project which includes all of the samples and data listed here, and other intended analyses will be published through the Pf3k Project which includes a large subset of the samples and data.

These data are made available open access. If you use these data, please cite:

MalariaGEN Plasmodium falciparum Community Project, Genomic epidemiology of artemisinin resistant malaria. eLife, 2016 (DOI: 10.7554/eLife.08714).
DOI: 10.5281/zenodo.18759884
title: PfCP: MalariaGEN P. falciparum Community Project (January 2016 Release)

description: This record provides data files for the paper ‘Genomic epidemiology of artemisinin resistant malaria’ by the MalariaGEN P. falciparum Community Project, and provides links to data resources and citation information.

Data Resources

This record contains the following data associated with the Community Project January 2016 release:



Supplementary data file: For each P. falciparum gene, this table lists: the systematic ID, position and description of the gene; the ortholog gene in P. chabaudi; the conservation score; the count of all (N)on-synonymous and (S)ynonymous mutation in Africa (AFR) and Southeast Asia (SEA); the count of the rare (i.e. present in only 1 or 2 samples) mutations; the N/S log fold-change in SEA vs AFR; the Fisher’s test p-value of N/S in AFR vs SEA.

Sample metadata file: contains sample information, accession numbers and genotype calls for 3,411 samples from 23 countries.

Catalogue of genetic variations (SNPs) and allele frequencies (v4.0): a catalogue with more than 900,000 SNPs and allele frequency data based on an analysis of 3,488 samples from 43 locations in 23 countries. Contains the following zip files:



snp_alleles_pgv.tab.zip: The complete catalogue of SNPs, including coordinates, alleles and references to genes.

snp_maf_pgv.tab.zip: Set of minor allele frequencies by population for all the SNPs in the catalogue.

snp_daf_pgv.tab.zip: Set of derived allele frequencies by population for all the SNPs in the catalogue.

snp_nraf_pgv.tab.zip: Set of non-reference allele frequencies by population for all the SNPs in the catalogue.

snp_fst_pgv.tab.zip: Population differentiation statistic (FST) for all the SNPs in the catalogue.

README file containing further information for the catalogue




About the collaboration

The sequence data used in this analysis were generated by the Wellcome Trust Sanger Institute and contributed to the MalariaGEN P. falciparum Community Project by several independent research groups. These data form part of ongoing projects that are investigating a number of scientific questions that go beyond the scope of this particular publication. Some of the intended scientific analyses will be published through the MalariaGEN P. falciparum Community Project which includes all of the samples and data listed here, and other intended analyses will be published through the Pf3k Project which includes a large subset of the samples and data.

These data are made available open access. If you use these data, please cite:

MalariaGEN Plasmodium falciparum Community Project, Genomic epidemiology of artemisinin resistant malaria. eLife, 2016 (DOI: 10.7554/eLife.08714).
DOI: 10.5281/zenodo.18760146
title: METHODOLOGY FOR ORGANIZING LOADING AND REST

description: The balance of load and rest in sports training is crucial for the physical and psychological preparation of an athlete. Excessive load leads to excessive fatigue, injuries and functional disorders, while without sufficient rest, the effectiveness of training decreases. Therefore, organizing load and rest on a scientific basis is the main methodological approach for an athlete to achieve high results.
DOI: 10.5281/zenodo.18760145
title: METHODOLOGY FOR ORGANIZING LOADING AND REST

description: The balance of load and rest in sports training is crucial for the physical and psychological preparation of an athlete. Excessive load leads to excessive fatigue, injuries and functional disorders, while without sufficient rest, the effectiveness of training decreases. Therefore, organizing load and rest on a scientific basis is the main methodological approach for an athlete to achieve high results.
DOI: 10.15468/dl.5w39dw
title: Occurrence Download

description: A dataset containing 1634 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rana arvalis",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1980-2020"
 ]
}

 The dataset includes 1634 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007491-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nj847k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paratherina labiosa)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077656-250717081556266/datasets/export for details.
DOI: 10.15468/dl.grvpbr
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum idaeum"
 ]
}

 The dataset includes 93 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011559-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bdjbd
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonerila rudis"
 ]
}

 The dataset includes 105 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011560-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69g2ya
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abrus precatorius",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011561-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz2cqt
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abrus precatorius",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011562-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ctmph
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kyllinga nemoralis",
 "Country is Kiribati",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011563-250717081556266/datasets/export for details.
DOI: 10.15468/dl.qr4ee7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEH3796"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011564-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dk6k4x
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudotriton diastictus)"
 ]
}

 The dataset includes 190 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011565-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8mdr6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kyllinga nemoralis",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011566-250717081556266/datasets/export for details.
DOI: 10.15468/dl.hja93g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kyllinga nemoralis",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011567-250717081556266/datasets/export for details.
DOI: 10.15468/dl.9xcznk
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ovis aries)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 307 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011569-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mevb2t
title: Occurrence Download

description: A dataset containing 563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Ovis aries)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 563 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011570-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.