cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.lu5skz
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "DatasetKey is CM Herps Collection"
 ]
}

 The dataset includes 60 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093918-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6frapp
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "TaxonKey is Dioscorea hirtiflora Benth."
 ]
}

 The dataset includes 52 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062486-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agkdaw
title: Occurrence Download

description: A dataset containing 141760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Accipitridae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 141760 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055024-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uudeo
title: Occurrence Download

description: A dataset containing 17312 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is University of Pretoria: Dung Beetles (Coleoptera: Scarabaeidae: Scarabaeinae)"
 ]
}

 The dataset includes 17312 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093922-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9s44n
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Kentropyx borckiana (Peters, 1869)"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008747-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1ahcfl
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toxicodendron radicans (L.) Kuntze",
 "HasCoordinate is true",
 "Geometry POLYGON((-75.036621 38.444984,-75.761718 38.444984,-75.827636 39.724088,-80.529785 39.757879,-77.761230 39.215231,-83.605957 36.668418,-75.871582 36.668418,-75.036621 38.444984))",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 55 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055025-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frbkpw
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "DatasetKey is CAS Invertebrate Zoology (IZ)"
 ]
}

 The dataset includes 69 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093923-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qz7zsh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Year 2010-2020",
 "TaxonKey is Procyon cancrivorus G"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055026-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38ytnf
title: Occurrence Download

description: A dataset containing 3902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "TaxonKey is Davilla rugosa Poir."
 ]
}

 The dataset includes 3902 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062481-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17456927
title: KidneyAI Dataset

description: Streamlining the Histopathologic Workflow in Diabetic Kidney Disease with Artificial Intelligence

Summary

A curated set of 3,928 PAS-stained mouse glomerulus images extracted from 30 whole slide images (WSIs) in a BTBR ob/ob diabetic nephropathy study. Each glomerulus is center-cropped and annotated independently by three expert kidney pathologists using a 5-class scheme: Normal, Mild, Moderate, Severe, and Excluded (uninformative).

Contents



Images: 3,928 cropped glomerulus patches (PAS stain), sourced from 30 WSIs.

Labels: Triplicate expert scores per glomerulus (Experts 1–3) plus metadata for slide/study origin.

Schema: Class labels {0,1,2,3,Excluded}; optional split files for cross-validation as used in the manuscript.

File formats:



Images: PNG

Annotations and metadata: JSON




Citation



Please cite our paper “Streamlining the Histopathological Workflow in Diabetic Kidney Disease with Artificial Intelligence” when using this dataset.
DOI: 10.5281/zenodo.17456926
title: KidneyAI Dataset

description: Streamlining the Histopathologic Workflow in Diabetic Kidney Disease with Artificial Intelligence

Summary

A curated set of 3,928 PAS-stained mouse glomerulus images extracted from 30 whole slide images (WSIs) in a BTBR ob/ob diabetic nephropathy study. Each glomerulus is center-cropped and annotated independently by three expert kidney pathologists using a 5-class scheme: Normal, Mild, Moderate, Severe, and Excluded (uninformative).

Contents



Images: 3,928 cropped glomerulus patches (PAS stain), sourced from 30 WSIs.

Labels: Triplicate expert scores per glomerulus (Experts 1–3) plus metadata for slide/study origin.

Schema: Class labels {0,1,2,3,Excluded}; optional split files for cross-validation as used in the manuscript.

File formats:



Images: PNG

Annotations and metadata: JSON




Citation



Please cite our paper “Streamlining the Histopathological Workflow in Diabetic Kidney Disease with Artificial Intelligence” when using this dataset.
DOI: 10.25345/c5707x24b
title: MassIVE MSV000100219 - Metabolomic profiling of 15 Sempervivum species: a combined approach using mass spectrometry-based dereplication and phylogenetic analysis
title: Untargeted metabolomic analysis and dereplication of 15 Sempervivum extracts using Orbitrap Exploris 120, including comparative profiling across samples.
DOI: 10.25909/28545575.v2
title: OzBarley: phenotypic data of OzBarley elite panel collected in greenhouse trials at Australian Plant Phenomics Network, University of Adelaide

description: <b>Imaging and tiller data</b>: the OzBarley elite panel was grown to capture images for non-destructive growth analysis. Manual measurements of tiller counts and peduncle length were additionally recorded.<b>X-ray data:</b> spikes collected from greenhouse grown plants of the OzBarley elite panel were imaged with an X-ray CT scanner to collect seed and spike level data.<b>Supplementary Figures</b>: Document containing the experimental design figures and descriptive plots for the non-destructive growth trial.<b>Supplementary Video: </b>Timelapse video generated from side view RGB images taken during phenotyping experiment for one replicate plant of OzBarley elite lines Dictator, Maximus CL, Unicorn and Vlamingh.
DOI: 10.15468/dl.2a4bar
title: Occurrence Download

description: A dataset containing 9646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.07967 43.43775,4.24082 43.43775,4.24082 43.58415,4.07967 43.58415,4.07967 43.43775))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2023-2025"
 ]
}

 The dataset includes 9646 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053175-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25392/leicester.data.30870290
title: UniCoVac October 2021 COVID-19 Student Survey

description: University students are a major target population for infectious disease prevention programmes. Understanding the barriers to implementation of these programmes, and specifically vaccines, among student populations is critical to effective health prevention strategies. To assess changes in COVID-19 vaccine hesitancy and vaccine delivery programmes, we compared questionnaire-based survey data of two cohorts of first year students from two points, July and October 2021, during the COVID-19 vaccine rollout in the United Kingdom. We observed a highly significant increase in vaccine uptake without any alteration in vaccine hesitancy as measured using a modified VAX score between the two survey dates. The October survey confirmed an association of vaccine hesitancy with the Non-White ethnic group and specifically identified concerns with the plurality of vaccine testing as a potential cause of this hesitancy. University pop-ups for COVID-19 vaccine delivery were not extensively utilised but were deemed as strongly or weakly favourable by 28.3% of students. Survey responses indicated that on campus pop-ups for delivery of MMR and MenACWY were also supported by a significant minority of students.Four files are contained within this dataset. These are as follows:-UniCoVac_OCT_2021_Undergraduate_Data-11122025-ver3.xlsx; this file contains the raw data (All_Questions worksheet) from the survey performed in October 2021 with University of Leicester undergraduates. Specific identifiers have been removed from the dataset as indicated in the Notes worksheet of this file. Other worksheets contains subsets of this data for ease of reference.UniCoVac_Questionnaire_Participant_Info_Sheet.doc. This file contains the.participant information sheet that was read by all students prior to answering the survey questions.UniCoVac_Questionnaire-October-2021-final version-20102021.doc; this file contains the questions that were provided to the students on online survey platformUniCoVac-Questionnaire_email-invitation-ver7-20-10-2021; this file contains the text of the email sent to students with the information about the survey and a unique link to the survey questions
DOI: 10.25392/leicester.data.30870290.v1
title: UniCoVac October 2021 COVID-19 Student Survey

description: University students are a major target population for infectious disease prevention programmes. Understanding the barriers to implementation of these programmes, and specifically vaccines, among student populations is critical to effective health prevention strategies. To assess changes in COVID-19 vaccine hesitancy and vaccine delivery programmes, we compared questionnaire-based survey data of two cohorts of first year students from two points, July and October 2021, during the COVID-19 vaccine rollout in the United Kingdom. We observed a highly significant increase in vaccine uptake without any alteration in vaccine hesitancy as measured using a modified VAX score between the two survey dates. The October survey confirmed an association of vaccine hesitancy with the Non-White ethnic group and specifically identified concerns with the plurality of vaccine testing as a potential cause of this hesitancy. University pop-ups for COVID-19 vaccine delivery were not extensively utilised but were deemed as strongly or weakly favourable by 28.3% of students. Survey responses indicated that on campus pop-ups for delivery of MMR and MenACWY were also supported by a significant minority of students.Four files are contained within this dataset. These are as follows:-UniCoVac_OCT_2021_Undergraduate_Data-11122025-ver3.xlsx; this file contains the raw data (All_Questions worksheet) from the survey performed in October 2021 with University of Leicester undergraduates. Specific identifiers have been removed from the dataset as indicated in the Notes worksheet of this file. Other worksheets contains subsets of this data for ease of reference.UniCoVac_Questionnaire_Participant_Info_Sheet.doc. This file contains the.participant information sheet that was read by all students prior to answering the survey questions.UniCoVac_Questionnaire-October-2021-final version-20102021.doc; this file contains the questions that were provided to the students on online survey platformUniCoVac-Questionnaire_email-invitation-ver7-20-10-2021; this file contains the text of the email sent to students with the information about the survey and a unique link to the survey questions
DOI: 10.25909/29104916.v1
title: OzBarley: genotypic and expression data of the OzBarley elite panel

description: <b>Genotyping data (HapMap file)</b>The OzBarley germplasm was genotyped using the Infinium™ Wheat Barley 40K v1.0 BeadChip (Elite Panel) and v1.1 BeadChip (Landraces) (Illumina, San Diego, USA).In addition, RNA sequencing of the OzBarley elite panel was conducted using 4-day old seedlings germinated on filter paper (roots, embryo and coleoptile).Library preparation and sequencing was conducted at the Australian Genome Research Facility.SNP data from the chip and RNAseq data was combined and aligned to Barley cv. MorexV3.(refer to readme file for more details)<br><b>Transcript abundance (cpm_count files)</b><b>cpm_counts.tsv</b> and <b>cpm_count.xlsx</b> contain the results of an RNA-Seq experiment conducted on 217 barley accessions. The sequence reads were aligned to the <i>Morex v3</i> reference genome, followed by read counting and normalization. The read counts are expressed in CPM (counts per million reads). The final column provides gene annotations, which were obtained alongside the <i>Morex v3</i> genome assembly (version <b>Hv_Morex.pgsb.Jul2020</b>) from GrainGenes (https://wheat.pw.usda.gov/GG3/).<b>SNP effects (snp_description file)</b>SNPs identified from the RNA-Seq data were combined with genotype calls obtained using the Illumina XT Wheat-Barley SNP chip. The file <b>snp_description.csv</b> provides information on the genomic location of each SNP and their predicted effects on genes. Variant effects were determined using the <b>SnpEff</b> software (https://pcingola.github.io/SnpEff/). For detailed explanations of the effect terms used, refer to Table 2 in the publication by Cingolani et al. (2012): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3679285/<b>Supplementary Data 1</b>A file containing the OzBarley IDs and cultivar names to match the phylogenetic network analysis presented in the OzBarley manuscript (Figure 4)
DOI: 10.18112/openneuro.ds006893.v1.0.2
title: The interplay of central insulin and menstrual cycle on functional brain networks and neural food cue reactivity in women
DOI: 10.17026/ar/w35t3x
title: Archeologisch Bureauonderzoek Tuindorp, gemeente Eindhoven

description: In verband met het voornemen de bestaande riolering in de wijk Tuindorp in Eindhoven te vervangen door een gescheiden rioleringstelsel, is voor dit gebied een archeologisch bureauonderzoek uitgevoerd.
De bekende archeologische gegevens geven voor het plangebied voldoende concrete aanwijzingen voor een lage archeologische verwachting voor resten van jachtkampjes van jagers-verzamelaars uit de periodes Laat-Paleolithicum en Mesolithicum en een middelhoge tot hoge verwachting op resten van bewoning, begraving en off- site resten uit periode Neolithicum tot en met de Vroege Middeleeuwen. Vanaf de Late Middeleeuwen lag het plangebied ten oosten van de middeleeuwse kern van Stratum en was voor een deel in agrarisch gebruik (akkers en weilanden) en voor een deel bebost. Door het plangebied liepen verschillende paden en twee (mogelijk gegraven) waterlopen. Binnen het plangebied was geen bewoning aanwezig. De kans op het aantreffen van resten van bewoning uit de Late Middeleeuwen en Nieuwe Tijd is daarom als laag ingeschat. De kans op akkerinrichtingselementen, zoals perceelsgreppels en paden (op de locatie van de op historische kaarten ingetekende paden), uit de Late Middeleeuwen en Nieuwe Tijd wordt als hoog ingeschat. De kans op het aantreffen van resten van de twee (mogelijk gegraven) waterlopen is eveneens als hoog ingeschat.
De kans op waardevolle resten uit de Tweede Wereldoorlog, tenslotte, wordt als middelhoog ingeschat. Het gaat daarbij vooral om losse vondsten.
Wel moet als gevolg van de intensieve activiteiten in het plangebied, zoals de aanleg van de wijk Tuindorp, de aanleg van de huidige riolering, kabels en leidingen, rekening gehouden worden met de verstoring van de bodem. De milieukundige boringen wijzen in ieder geval op een verstoorde bodem tot een diepte van ongeveer 2 m -mv ter plaatse van de huidige riolering.
Op basis van de resultaten van het uitgevoerde milieukundig bodemonderzoek worden archeologische resten, op plaatsen waar geen verstoringen door de aanleg van de riolering aanwezig zijn, verwacht vanaf een diepte van ca. 1 m -mv.
Wanneer de gespecificeerde verwachting wordt afgezet tegen de uit te voeren werkzaamheden en de diepte daarvan, blijkt dat tijdens de geplande werkzaamheden (het vervangen van de huidige riolering door een gescheiden rioleringsstelsel) voornamelijk gegraven zal worden in gebieden, die al grotendeels verstoord zijn tot een diepte van 2 m -mv door de huidige riolering. Daarom is de kans groot dat tijdens de werkzaamheden slechts flarden van bewoningssporen en losse vondsten zullen worden aangetroffen.
Daarom wordt geadviseerd het plangebied vrij te geven voor de geplande werkzaamheden. Dat betekent dat geadviseerd wordt geen archeologisch vervolgonderzoek uit te laten voeren. Dit advies geldt voor het hele plangebied. De dubbelbestemming archeologie blijft wel gehandhaafd.
DOI: 10.15468/dl.ammnmf
title: Occurrence Download

description: A dataset containing 7240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Liparis loeselii",
 "Year 2022-2025"
 ]
}

 The dataset includes 7240 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053178-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzxg4e
title: Occurrence Download

description: A dataset containing 143226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.67271 30.25129,120.19602 30.25129,120.19602 30.61025,119.67271 30.61025,119.67271 30.25129))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2010-2025"
 ]
}

 The dataset includes 143226 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053135-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2qdzch
title: CCDC 2514917: Experimental Crystal Structure Determination

description: Related Article: Omar Cortezano-Arellano|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qf2nx
title: CCDC 2515019: Experimental Crystal Structure Determination

description: Related Article: wei zhu|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qf2x5
title: CCDC 2515027: Experimental Crystal Structure Determination

description: Related Article: wei zhu|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.5r4nnz
title: Occurrence Download

description: A dataset containing 11925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Broussonetia"
 ]
}

 The dataset includes 11925 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053184-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2qf63h
title: CCDC 2515126: Experimental Crystal Structure Determination

description: Related Article: Xueqing Peng|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.ug692g
title: Occurrence Download

description: A dataset containing 5679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer rubrum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen",
 "MediaType is Image"
 ]
}

 The dataset includes 5679 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053183-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17617/3.iazv21
title: EERIE ICON (control + historical) source code

description: Primary data (source code) for the EERIE ICON simulations, with config scripts for control and historical simulations.
DOI: 10.5517/ccdc.csd.cc2qf8xc
title: CCDC 2515213: Experimental Crystal Structure Determination

description: Related Article: song heng|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.