cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28070483
title: <b>Localised patterns of wild bee abundance indicate woodlands play multiple roles in supporting farmland populations</b> - datasets and code for full analysis

description: <b>Abstract</b>1. Higher woodland cover has been linked to increased wild bee abundance and diversity in temperate agricultural landscapes. However, our understanding of the roles played by the upper and lower strata of woodlands in supporting on-farm bees throughout the season is lacking.2. To explore these roles, we sampled bees (Anthophila) in woodland canopies and understories, and at field margins, from May to July, at 12 sites across agricultural landscapes in Norfolk, England.3. Relative abundance in woodland was generally higher before canopy closure. At this time, total trap catches between all three habitats were largely equivalent, and woodland canopies with flowering <i>Acer pseudoplatanus </i>L. supported more bees. However, throughout the season, open-habitat bee abundance was consistently higher closer to woodlands. After canopy closure, more open areas within woodlands were linked to greater bee abundance, except during a spike in temperatures when understory relative abundance was also at its highest.4. These results indicate that woods on farmland provide floral resources to bees before canopy closure, which can be augmented with nectar-producing canopy trees. They also indicate that more open woodlands likely extend the availability of understory floral resources; and that farmland woods, regardless of management, may continue to provide non-floral resources – including respite from hot weather – throughout the season.
DOI: 10.15468/dl.qz56js
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galeus atlanticus (Vaillant, 1888)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043965-241126133413365/datasets/export for details.
DOI: 10.15468/dl.zckxxg
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum × persicum"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043966-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn8efc
title: Occurrence Download

description: A dataset containing 611961 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 4f160e00-329d-11d9-8439-b8a03c50a862"
 ]
}

 The dataset includes 611961 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043950-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yr49g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus patula Schiede & Deppe ex Schiede."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043967-241126133413365/datasets/export for details.
DOI: 10.15468/dl.95furz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera glazioviana × perangusta"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043968-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14535371
title: Source data for Figure 2
DOI: 10.5281/zenodo.14535372
title: Source data for Figure 2
DOI: 10.15468/dl.asxaph
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glossanodon leioglossus (Valenciennes, 1848)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 98 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043969-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaz6nu
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum x sphondylium subsp. sphondylium"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043970-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nun2qe
title: Occurrence Download

description: A dataset containing 10029 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus patula Schiede ex Schltdl. & Cham."
 ]
}

 The dataset includes 10029 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043972-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxcs4k
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera biennis × glazioviana"
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043973-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6rkda
title: Occurrence Download

description: A dataset containing 647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobius cruentatus Gmelin, 1789",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 647 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043974-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14535384
title: Source data for Figure 3
DOI: 10.5281/zenodo.14535385
title: Source data for Figure 3
DOI: 10.15468/dl.negdsc
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum × sphondylium subsp. sphondylium"
 ]
}

 The dataset includes 87 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043975-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kqj2h
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus patula Seem."
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043976-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn7zsm
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera glazioviana x suaveolens"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043977-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9545xw
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobius fallax Sarato, 1889",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 243 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043978-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7em2se
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobius geniporus Valenciennes, 1837",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 617 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043979-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pn4cah
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera glazioviana x perangusta"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043982-241126133413365/datasets/export for details.
DOI: 10.15468/dl.6auv29
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum x Heracleum sphondylium"
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043981-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em42uu
title: Occurrence Download

description: A dataset containing 10035 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boehmeria nivea (L.) Gaudich."
 ]
}

 The dataset includes 10035 records from 314 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043983-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14526105
title: Artificial intelligence perceives marginal gains from MHC haplotype data: analysis and datasets that challenge models
title: MHC class I antigen binding prediction models and their performance results

description: AImmuno Analysis Results



MHC class I antigen binding prediction models and their performance results for the "Artificial Intelligence Perceives Marginal Gains from MHC Haplotype Data in Antigen Presentation Predictions" paper


 

The data is associated with a paper that is still undergoing peer review.
DOI: 10.5281/zenodo.14526106
title: Artificial intelligence perceives marginal gains from MHC haplotype data: analysis and datasets that challenge models
title: MHC class I antigen binding prediction models and their performance results

description: AImmuno Analysis Results



MHC class I antigen binding prediction models and their performance results for the "Artificial Intelligence Perceives Marginal Gains from MHC Haplotype Data in Antigen Presentation Predictions" paper


 

The data is associated with a paper that is still undergoing peer review.
DOI: 10.15468/dl.sn9uyz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum x persicum"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043985-241126133413365/datasets/export for details.
DOI: 10.15468/dl.6jqg7q
title: Occurrence Download

description: A dataset containing 11628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobius niger Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 11628 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043984-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7krwrn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oenothera biennis x glazioviana"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043986-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2hsey
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boehmeria nivea (L.) Hook.f. & Arn."
 ]
}

 The dataset includes 19 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043987-241126133413365/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.28070603
title: Experimental data (Human-inspired Question Answering over Knowledge Graphs in Multiple Languages with LLM Agents)

description: Experimental data for the paper Human-inspired Question Answering over Knowledge Graphs in Multiple Languages with LLM Agents submitted @ ESWC 2025
DOI: 10.15468/dl.bsbncq
title: Occurrence Download

description: A dataset containing 8890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Elaeis guineensis Jacq."
 ]
}

 The dataset includes 8890 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043988-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7762e8
title: Occurrence Download

description: A dataset containing 8890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Elaeis guineensis Jacq."
 ]
}

 The dataset includes 8890 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043989-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xzqm9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum mantegazzianum x sphondylium ssp. sphondylium"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043990-241126133413365/datasets/export for details.
DOI: 10.15468/dl.bktb3x
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gonichthys cocco (Cocco, 1829)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 65 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043991-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14525268
title: GEOLAB – WESDOM Project
title: Wind-Earthquake-Storm Design of Offshore Monopiles

description: Within the framework of the GEOLAB Transnational Access project WESDOM (Wind-Earthquake-Storm Design of Offshore Monopiles), GR8 GEO conducted 4 centrifuge tests at the ETH Zurich Geotechnical Centrifuge Center.

The experimental series tested a hollow steel monopile founded in dense (Dr=75-85%), saturated, Ottawa F-65 Sand, under monotonic and cyclic loading  at 60g centrifugal acceleration. The test series comprised: (M2) monotonic lateral pushover; (C1)1-way sinusoidal load-controlled packages of increasing amplitude at the target period T=1s at prototype; (C2)1-way sinusoidal load-controlled packages of increasing amplitude at a range of target periods T=1-3s at prototype scale; and (C3) packages of irregular realistic storm load time-histories of increasing intensity and (EQ1) Earthquake loading using real records of acceleration time histories. The last seismic test is yet to be performed.

This dataset contains the experimental raw data of monotonic (M2) and cyclic tests (C1-C3) as provided by the host facility (GCC ETHZ). A complementary document is attached giving a summary of the conducted centrifuge experiments along with guidelines and specifications of the equipment used.
DOI: 10.5281/zenodo.14525269
title: GEOLAB – WESDOM Project
title: Wind-Earthquake-Storm Design of Offshore Monopiles

description: Within the framework of the GEOLAB Transnational Access project WESDOM (Wind-Earthquake-Storm Design of Offshore Monopiles), GR8 GEO conducted 4 centrifuge tests at the ETH Zurich Geotechnical Centrifuge Center.

The experimental series tested a hollow steel monopile founded in dense (Dr=75-85%), saturated, Ottawa F-65 Sand, under monotonic and cyclic loading  at 60g centrifugal acceleration. The test series comprised: (M2) monotonic lateral pushover; (C1)1-way sinusoidal load-controlled packages of increasing amplitude at the target period T=1s at prototype; (C2)1-way sinusoidal load-controlled packages of increasing amplitude at a range of target periods T=1-3s at prototype scale; and (C3) packages of irregular realistic storm load time-histories of increasing intensity and (EQ1) Earthquake loading using real records of acceleration time histories. The last seismic test is yet to be performed.

This dataset contains the experimental raw data of monotonic (M2) and cyclic tests (C1-C3) as provided by the host facility (GCC ETHZ). A complementary document is attached giving a summary of the conducted centrifuge experiments along with guidelines and specifications of the equipment used.
DOI: 10.15468/dl.qhnqd5
title: Occurrence Download

description: A dataset containing 11061 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichrostachys cinerea (L.) Wight & Arn."
 ]
}

 The dataset includes 11061 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043992-241126133413365/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.27992636
title: Data_absolute_distance_measurement_with_lithium_niobate_electro-optic_comb

description: Measured data of the electro-optic frequency comb.
Measured time-domain interferograms, Allan deviations, accuracy, and distances of repetition rate modulated frequency comb ranging system.
Measured point clouds of a 3D imaging system.
DOI: 10.6084/m9.figshare.27992636.v1
title: Data_absolute_distance_measurement_with_lithium_niobate_electro-optic_comb

description: Measured data of the electro-optic frequency comb.
Measured time-domain interferograms, Allan deviations, accuracy, and distances of repetition rate modulated frequency comb ranging system.
Measured point clouds of a 3D imaging system.
DOI: 10.6084/m9.figshare.28368731
title: Chromosome-level genome assembly of the threatened ornamental plant <i>Hibiscus yunnanensis</i>

description: Annotation files, including predicted CDS and protein sequences as well as GFF files of Hibiscus yunnanensis
DOI: 10.6084/m9.figshare.28368731.v1
title: Chromosome-level genome assembly of the threatened ornamental plant <i>Hibiscus yunnanensis</i>

description: Annotation files, including predicted CDS and protein sequences as well as GFF files of Hibiscus yunnanensis
DOI: 10.15468/dl.vvhhs2
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trifolium heldreichianum (Gibelli & Belli) Hausskn.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001692-250325103851331/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.28524821.v1
title: Data of "Telomere-to-telomere genome assemblies of three silkworm strains with long-term pupal characteristics"

description: Supplementary file 1.The annotation files (GFF3) of the three genomes, KA, L, and M, involved in this article.
Supplementary file 2. The annotation files (GFF3) of the rRNA genes of all genomes involved in this article.
DOI: 10.6084/m9.figshare.25943011
title: GST-Folliculin protein interactions from HEK293 cells

description: GST-tagged N-terminal tagged FLCN was over-expressed in HEK293 cells and GST-FLCN was purified using Glutathione. Associated proteins to FLCN were resolved on SDS-PAGE.Proteins were identified from gel fragments by liquid chromatography-tandem mass spectrometry (LC-MS/MS). Identified proteins were filtered by removal of keratins.

RNA sequencing is from proximal human kidney (HK2) cells that have shRNA FLCN knockdown. Short-term knockdown refers to &lt;30 passages after selection, while long-term knockdown refers to &gt;140 passages after selection. These are normalised counts.
DOI: 10.6084/m9.figshare.25943011.v1
title: GST-Folliculin protein interactions from HEK293 cells

description: GST-tagged N-terminal tagged FLCN was over-expressed in HEK293 cells and GST-FLCN was purified using Glutathione. Associated proteins to FLCN were resolved on SDS-PAGE.Proteins were identified from gel fragments by liquid chromatography-tandem mass spectrometry (LC-MS/MS). Identified proteins were filtered by removal of keratins.

RNA sequencing is from proximal human kidney (HK2) cells that have shRNA FLCN knockdown. Short-term knockdown refers to &lt;30 passages after selection, while long-term knockdown refers to &gt;140 passages after selection. These are normalised counts.
DOI: 10.5281/zenodo.15087362
title: Exploring Determinants of University Student's Learning Satisfaction with AI Gemini in Research Contexts
DOI: 10.5281/zenodo.15087363
title: Exploring Determinants of University Student's Learning Satisfaction with AI Gemini in Research Contexts