cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.msdp2v
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolelepis eltaninae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043999-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g48dv
title: Occurrence Download

description: A dataset containing 2751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Voacanga africana",
 "Continent is Africa"
 ]
}

 The dataset includes 2751 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044000-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30846728
title: <b>Integrated Multi-Omics Analysis Identifies Novel QTLs and Key Candidate Genes Regulating Gestation Length in Large White Pigs</b>

description: Gestation length (GL) is a critical indicator of reproductive performance in pigs, influencing litter size and piglet survival rates. The mean GL (±SD) for the five Large White pig populations were: PIC (115.99 ± 1.23 days), Topigs (115.43 ± 1.14 days), Danish (116.48 ± 1.22 days), French (114.90 ± 1.22 days), and American (116.22 ± 1.37 days), demonstrating notable phenotypic variability. To elucidate the genetic mechanisms underlying GL, this study systematically identified genetic variants and functional candidate genes associated with GL across five Large White pig populations (comprising 22,783 reproductive records and 9,057 pigs) by integrating genome-wide association studies (GWAS), meta-analysis, Bayesian fine mapping, transcriptome-wide association studies (TWAS), and phenome-wide association studies (pheWAS). Using 50K SNP chip data imputed to whole-genome sequencing (iWGS) level, GWAS and meta-analysis identified multiple novel genomic regions significantly associated with GL on SSC2, SSC7, SSC9, and SSC14. Bayesian fine mapping further refined the confidence intervals of these QTLs, with SSC7: 10,460,892–10,737,692 bp and 31,384,086–31,384,333 bp, SSC9: 127,322,114–128,205,369 bp, and SSC12: 24,640,681–25,479,574 bp. TWAS revealed significant gene expression changes associated with GL in related tissues, identifying <i>GNAZ</i> and <i>SLC5A4</i> (both residing within the fine-mapped QTL on SSC14 :48.25–49.02 Mb) play pivotal roles in regulating GL. pheWAS further validated the significant association of <i>GNAZ</i> and <i>SLC5A4</i> with GL. Epigenetic profiling further revealed active chromatin states and broad promoter activity at the <i>GNAZ</i> locus, supporting its regulatory potential. Through multi-omics integration analysis, this study identified <i>GNAZ</i> and <i>SLC5A4</i> as key functional candidate genes for GL. These findings not only provide novel insights into the genetic mechanisms of GL but also offer valuable genetic resources for improving reproductive performance in pigs.
DOI: 10.6084/m9.figshare.30846728.v1
title: <b>Integrated Multi-Omics Analysis Identifies Novel QTLs and Key Candidate Genes Regulating Gestation Length in Large White Pigs</b>

description: Gestation length (GL) is a critical indicator of reproductive performance in pigs, influencing litter size and piglet survival rates. The mean GL (±SD) for the five Large White pig populations were: PIC (115.99 ± 1.23 days), Topigs (115.43 ± 1.14 days), Danish (116.48 ± 1.22 days), French (114.90 ± 1.22 days), and American (116.22 ± 1.37 days), demonstrating notable phenotypic variability. To elucidate the genetic mechanisms underlying GL, this study systematically identified genetic variants and functional candidate genes associated with GL across five Large White pig populations (comprising 22,783 reproductive records and 9,057 pigs) by integrating genome-wide association studies (GWAS), meta-analysis, Bayesian fine mapping, transcriptome-wide association studies (TWAS), and phenome-wide association studies (pheWAS). Using 50K SNP chip data imputed to whole-genome sequencing (iWGS) level, GWAS and meta-analysis identified multiple novel genomic regions significantly associated with GL on SSC2, SSC7, SSC9, and SSC14. Bayesian fine mapping further refined the confidence intervals of these QTLs, with SSC7: 10,460,892–10,737,692 bp and 31,384,086–31,384,333 bp, SSC9: 127,322,114–128,205,369 bp, and SSC12: 24,640,681–25,479,574 bp. TWAS revealed significant gene expression changes associated with GL in related tissues, identifying <i>GNAZ</i> and <i>SLC5A4</i> (both residing within the fine-mapped QTL on SSC14 :48.25–49.02 Mb) play pivotal roles in regulating GL. pheWAS further validated the significant association of <i>GNAZ</i> and <i>SLC5A4</i> with GL. Epigenetic profiling further revealed active chromatin states and broad promoter activity at the <i>GNAZ</i> locus, supporting its regulatory potential. Through multi-omics integration analysis, this study identified <i>GNAZ</i> and <i>SLC5A4</i> as key functional candidate genes for GL. These findings not only provide novel insights into the genetic mechanisms of GL but also offer valuable genetic resources for improving reproductive performance in pigs.
DOI: 10.5255/ukda-sn-6666-17
title: Understanding Society: Waves 1-15, 2009-2024 and Harmonised BHPS: Waves 1-18, 1991-2009: Special Licence Access, Local Authority District
title: Understanding Society, Waves 1-, 2008- : Safeguarded/Special Licence
title: United Kingdom Household Longitudinal Study; UKHLS

description: &lt;span style="font-style: italic;"&gt;Understanding Society&lt;/span&gt; (the UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex, and the survey research organisations Verian Group (formerly Kantar Public) and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991. 
&lt;p&gt;This dataset contains Local Authority Districts (LAD) geographic variables for each wave of Understanding Society and harmonised BHPS to date, a county variable to enable the identification of the upper-tier for two-tier authorities (Understanding Society waves only), and a household identification serial number for file matching to the main data.&lt;/p&gt;
&lt;p&gt;These data have more restrictive access conditions than those available under the standard End User Licence (see 'Access study data' for more information).&lt;/p&gt;
&lt;p&gt;Please see the Geographical Lookup Tables and Main Survey User Guide Geography documents for further details.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Latest Edition Information&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;For the 17th edition (December 2025), Wave 15 data have been added, and the documentation has been updated.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;&lt;br&gt;
&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
DOI: 10.15468/dl.egcebh
title: Occurrence Download

description: A dataset containing 3193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-101.756704 33.041551, -101.792612 33.091405, -101.856789 33.091405, -101.820859 33.041551, -101.756704 33.041551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3193 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044001-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17875897
title: Raw and Processed Trajectory Data for Elderly Indoor Movement and Spatial Layout Evaluation (SPD Method)

description: This dataset contains the raw and processed indoor movement trajectory data used in the study “A Quantitative Method for Analyzing Elderly Indoor Trajectories and Its Application to Spatial Layout Evaluation.” The files include simulated behavioral trajectories generated from 36 residential floor plans, source code and output files related to the Segmented Perpendicular Distance (SPD) method, and classification results for turning intensities and morphological categories. The dataset also provides floor plan data and trajectory outputs for the Binhu Yayuan residential project used for validation. All data are provided to support reproducibility and further research on indoor movement modeling, human–building interaction, and aging-friendly spatial design.
DOI: 10.5281/zenodo.17875898
title: Raw and Processed Trajectory Data for Elderly Indoor Movement and Spatial Layout Evaluation (SPD Method)

description: This dataset contains the raw and processed indoor movement trajectory data used in the study “A Quantitative Method for Analyzing Elderly Indoor Trajectories and Its Application to Spatial Layout Evaluation.” The files include simulated behavioral trajectories generated from 36 residential floor plans, source code and output files related to the Segmented Perpendicular Distance (SPD) method, and classification results for turning intensities and morphological categories. The dataset also provides floor plan data and trajectory outputs for the Binhu Yayuan residential project used for validation. All data are provided to support reproducibility and further research on indoor movement modeling, human–building interaction, and aging-friendly spatial design.
DOI: 10.15468/dl.f73vdh
title: Occurrence Download

description: A dataset containing 914 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((119.26168 28.81437,121.55907 28.81437,121.55907 30.75423,119.26168 30.75423,119.26168 28.81437))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Celastraceae"
 ]
}

 The dataset includes 914 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044002-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4y59u
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Autolytus simplex",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044003-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkfe9n
title: Occurrence Download

description: A dataset containing 1671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Voacanga thouarsii",
 "Continent is Africa"
 ]
}

 The dataset includes 1671 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044004-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3fb55
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-101.756637 33.086506, -101.792627 33.136387, -101.856847 33.136387, -101.820834 33.086506, -101.756637 33.086506))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 479 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044005-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfbadc
title: Occurrence Download

description: A dataset listing the 50748 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is PHL",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 50748 records were derived from 878 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043988-251120083545085/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/14086871
title: Brainrot Conversation
DOI: 10.15468/dl.hb9jy3
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus wallichiana chinensis"
 ]
}

 The dataset includes 132 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044006-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vqv7d
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Exogone heterosetoides",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 114 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044009-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfk4tb
title: Occurrence Download

description: A dataset containing 20170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aythya nyroca, Aythya nyroca x fuligula, Aythya ferina x nyroca, Aythya ferina × A. nyroca)"
 ]
}

 The dataset includes 20170 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044007-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fptmd
title: Occurrence Download

description: A dataset containing 1631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-101.616664 33.069681, -101.652575 33.119553, -101.716780 33.119553, -101.680847 33.069681, -101.616664 33.069681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1631 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044010-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkcd9v
title: Occurrence Download

description: A dataset containing 887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wissadula amplissima",
 "Continent is Africa"
 ]
}

 The dataset includes 887 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044008-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15535259
title: MovieLite: A Lightweight Dataset for Movie Genre Classification

description: The video dataset for classifying movie genres was created based on individual scenes, we adopted a collaborative, human-centric data collection approach. A diverse set of movies in various languages was selected to ensure broad representation across different cultural and cinematic styles. Each movie was segmented into distinct scenes based solely on visual content, without considering audio or dialogue. These scenes were carefully extracted to focus on visual cues such as setting, characters, and actions. Each scene was then independently reviewed by multiple team members. After watching the scenes, each member provided their opinion on the most appropriate genre label, such as action, comedy, drama, or horror, based on the visual content. The genre category that received most votes was assigned as the final label for that scene. In cases of ties or disagreements, group discussions were held to reach a consensus. The final labels reflect the scene type as interpreted visually and were manually assigned by the data collectors based on collective opinion. The resulting dataset of labeled scenes serves as a foundation for training and evaluating models for movie genre classification
DOI: 10.5281/zenodo.15535260
title: MovieLite: A Lightweight Dataset for Movie Genre Classification

description: The video dataset for classifying movie genres was created based on individual scenes, we adopted a collaborative, human-centric data collection approach. A diverse set of movies in various languages was selected to ensure broad representation across different cultural and cinematic styles. Each movie was segmented into distinct scenes based solely on visual content, without considering audio or dialogue. These scenes were carefully extracted to focus on visual cues such as setting, characters, and actions. Each scene was then independently reviewed by multiple team members. After watching the scenes, each member provided their opinion on the most appropriate genre label, such as action, comedy, drama, or horror, based on the visual content. The genre category that received most votes was assigned as the final label for that scene. In cases of ties or disagreements, group discussions were held to reach a consensus. The final labels reflect the scene type as interpreted visually and were manually assigned by the data collectors based on collective opinion. The resulting dataset of labeled scenes serves as a foundation for training and evaluating models for movie genre classification
DOI: 10.15468/dl.c9yfxm
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Exogone heterosetosa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 179 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044012-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17876776
title: Climate web app provenance run run_20251210T083140Z

description: Provenance artefacts (OpenLineage JSONL, enriched JSON, session Parquet, PROV-O TTL graph, and TTL graph PNG) captured from the dashboard.
DOI: 10.5281/zenodo.17876775
title: Climate web app provenance run run_20251210T083140Z

description: Provenance artefacts (OpenLineage JSONL, enriched JSON, session Parquet, PROV-O TTL graph, and TTL graph PNG) captured from the dashboard.
DOI: 10.15468/dl.xypbas
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wissadula rostrata",
 "Continent is Africa"
 ]
}

 The dataset includes 577 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044014-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7198
title: Bapyn-En-Kha
DOI: 10.15468/dl.65qeue
title: Occurrence Download

description: A dataset containing 108640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bufo bufo",
 "Year 2024-2025"
 ]
}

 The dataset includes 108640 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043948-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34934/dvn/kywpso
title: NotLikeUs Panel Survey Dataset Belgian 2024 Elections

description: Dataset of a 4-wave electoral panel survey during the 2024 Belgian elections. The panel consists of 4 waves in the electoral year of 2024, when elections took place in Belgium for the federal, regional, and European level on 9 June and for the local level on 13 October. Wave 1 was fielded in January (pre-campaign), wave 2 in May (campaign), wave 3 in June (post-electoral), and wave 4 in November (post-electoral). The dataset consists of separate samples for Brussels, Flanders, and Wallonia. The surveys focus strongly on affective polarization and perceptions of differentness.
DOI: 10.15468/dl.xsauvm
title: Occurrence Download

description: A dataset containing 99835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mangifera indica"
 ]
}

 The dataset includes 99835 records from 807 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043944-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hzwk0
title: Occurrence Download

description: A dataset containing 870 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Himatanthus drasticus (Mart.) Plumel"
 ]
}

 The dataset includes 870 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031171-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.956zdd
title: Occurrence Download

description: A dataset containing 17140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lipaugus unirufus P.L.Sclater, 1860",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 17140 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026427-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6bh7h
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micrurus dissoleucus Cope, 1860"
 ]
}

 The dataset includes 150 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168984-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfxq7w
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bacteria from Penguin Guano, Antarctica"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031172-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnzu8c
title: Occurrence Download

description: A dataset containing 90371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 90371 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154312-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.