cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28505174.v1
title: Database from article "<b>The transformation of European party politics: Cleavage politics and European parties in the 2024 European Parliament elections</b>"

description: Dataset from the coding of the European parties manifestos presented for the EP 2024 elections. Coding according to policy domain covered in the discourse.
DOI: 10.15468/dl.n4hrd9
title: Occurrence Download

description: A dataset containing 596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosopis juliflora (Sw.) DC.",
 "Year 2000-2025"
 ]
}

 The dataset includes 596 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019831-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15574183
title: Supplementary Material for the manuscript "Case Study of Deep Learning Image Segmentation for the Purposes of Rapid 2D Petrographic Analysis in Volcanic Rocks" by Halverson et al (2025)

description: This repository contains all of the Supplementary material for this publication, including two versions of the SOP for the deep learning methodology.
DOI: 10.5281/zenodo.15574184
title: Supplementary Material for the manuscript "Case Study of Deep Learning Image Segmentation for the Purposes of Rapid 2D Petrographic Analysis in Volcanic Rocks" by Halverson et al (2025)

description: This repository contains all of the Supplementary material for this publication, including two versions of the SOP for the deep learning methodology.
DOI: 10.6084/m9.figshare.26946850
title: Data sets and R script for "Non-tuberculosis mycobacteria remodel infectious communities in cystic fibrosis associated respiratory infections."

description: READ METhe R Script "MHH_NTM_analysis_PR_Shared.R" will run through the analysis, but requires a wd setting that contains the dataset "Everything_table_vs1.csv" which contains both the meta data and associated microbiome data. These are split in the script.
DOI: 10.6084/m9.figshare.26946850.v1
title: Data sets and R script for "Non-tuberculosis mycobacteria remodel infectious communities in cystic fibrosis associated respiratory infections."

description: READ METhe R Script "MHH_NTM_analysis_PR_Shared.R" will run through the analysis, but requires a wd setting that contains the dataset "Everything_table_vs1.csv" which contains both the meta data and associated microbiome data. These are split in the script.
DOI: 10.15468/dl.v9qna3
title: Occurrence Download

description: A dataset containing 7010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe arborescens Mill."
 ]
}

 The dataset includes 7010 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019832-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17037/data.00004678
title: Data supporting "Temporal trends of SARS-CoV-2 exposure in adolescents: a longitudinal pilot study nested in a Uganda birth cohort"

description: This dataset comprises individual-level data of a subset of participants from a longitudinal study nested within the Entebbe Mother and Baby Study (EMaBS) birth cohort, based in Entebbe municipality, Uganda. Data were drawn from three studies that these participants took part in, where samples were collected: pre-pandemic samples (2014–2016) collected during a blood pressure study; pandemic-era samples collected during the POPVAC C trial (2020–2021) (ISRCTN32849447), which evaluated the impact of BCG revaccination on vaccine responses; and samples from the CoHost study (2021–2022), a 12-month longitudinal follow-up assessing SARS-CoV-2 infection and exposure from participants in the POPVAC B randomised controlled trial. The study aimed to analyse temporal trends in SARS-CoV-2 seropositivity in Ugandan adolescents using pre-pandemic (2014-2016) and pandemic-era samples (2020-2022). We utilised previously stored demographic and clinical data, along with bio-banked samples from these three studies.
description: Previously stored demographic and clinical data, along with bio-banked samples, were used for this study. In the CoHost study, participants were administered a questionnaire capturing demographic information, medical history, SARS-CoV-2 exposure, and recent illness history, recorded using the research electronic data capture (REDCap) application.
DOI: 10.15468/dl.dhnspb
title: Occurrence Download

description: A dataset listing the 4704 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "Geometry POLYGON((40.64878 -13.96144,38.83059 -13.4122,37.67528 -13.82887,34.79866 -13.36222,34.76418 -13.92201,34.56888 -13.90425,33.13965 -13.46039,33.13077 -13.96639,33.63677 -14.5878,34.40022 -14.43689,34.57776 -15.32461,33.77881 -15.12044,33.30832 -15.24472,33.13965 -15.59093,34.054 -16.66507,34.63102 -16.43427,35.11927 -17.21546,35.44773 -17.15332,35.41222 -16.31886,36.54851 -16.43427,36.66391 -15.91051,35.86496 -15.0938,35.86496 -14.6677,36.29995 -14.65882,36.52188 -14.44577,37.55164 -14.56117,38.70932 -14.72449,39.4936 -15.14193,39.98694 -15.33168,40.61943 -15.44553,40.77102 -15.00235,40.88595 -14.70067,40.88595 -14.41336,40.64878 -13.96144))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 4704 records were derived from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019823-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5h5xc
title: Occurrence Download

description: A dataset containing 121868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Locusta migratoria (Linnaeus, 1758), Nezara viridula (Linnaeus, 1758), Meconema meridionale Costa, 1860)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON (( -30 25 , 40 25 , 40 78 , -30 78 , -30 25 ))"
 ]
}

 The dataset includes 121868 records from 1123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019822-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3q5bv
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beta vulgaris adanensis"
 ]
}

 The dataset includes 99 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050064-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtffdu
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Amaranthus palmeri S.Watson"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022176-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khkj85
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schlumbergera lutea Calvente & Zappi"
 ]
}

 The dataset includes 29 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022178-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzf9az
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus asper (Boulenger, 1911)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022180-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5rsz5h
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((147.02712 -7.93972,146.93352 -7.99464,146.79624 -8.0795,146.7276 -8.14564,146.8499 -8.31662,146.98593 -8.50007,147.15566 -8.61988,147.40026 -8.67603,147.61741 -8.56122,147.65735 -8.43892,147.55876 -8.19057,147.41898 -8.02958,147.17438 -7.80619,147.02712 -7.93972))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EX, EW, CR, EN, VU)"
 ]
}

 The dataset includes 82 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022181-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgkmfm
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Antofagasta",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 151 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022179-250525065834625/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.29091080
title: Source data of Nanotwinned CrN ceramics with enhanced plasticity

description: Ceramic materials are usually hard but brittle, and it is challenging to achieve a simultaneous enhancement of strength and plasticity using conventional strengthening methods. In ceramic materials with similar atomic size and properties, the fabrication of nanotwins is a promising approach to enhance the plasticity, but it is unknown whether the strategy works for transition metal nitrides. Herein, nanotwinned CrN (NT-CrN) with a twin density of 9.0 × 10<sup>15</sup> m<sup>-2</sup> and twin-containing grain volume fraction of about 52 % is prepared by adjusting the ion kinetic energy during growth. Owing to the twin boundaries, NT-CrN exhibits high hardness (&gt;36 GPa) and enhanced room-temperature plasticity at the same time. Compression deformation of over 40% without brittle failure is achieved. The enhanced room-temperature plasticity is attributed to the distributions of nanotwin boundaries (nano-TB) which allow special slipping by twisting the polyhedron constructed by nano-TB without bond breakage. The accompanying twin proliferation and fusion subsequently dissipate the energy to enhance the plasticity.
DOI: 10.6084/m9.figshare.29091080.v3
title: Source data of Nanotwinned CrN ceramics with enhanced plasticity

description: Ceramic materials are usually hard but brittle, and it is challenging to achieve a simultaneous enhancement of strength and plasticity using conventional strengthening methods. In ceramic materials with similar atomic size and properties, the fabrication of nanotwins is a promising approach to enhance the plasticity, but it is unknown whether the strategy works for transition metal nitrides. Herein, nanotwinned CrN (NT-CrN) with a twin density of 9.0 × 10<sup>15</sup> m<sup>-2</sup> and twin-containing grain volume fraction of about 52 % is prepared by adjusting the ion kinetic energy during growth. Owing to the twin boundaries, NT-CrN exhibits high hardness (&gt;36 GPa) and enhanced room-temperature plasticity at the same time. Compression deformation of over 40% without brittle failure is achieved. The enhanced room-temperature plasticity is attributed to the distributions of nanotwin boundaries (nano-TB) which allow special slipping by twisting the polyhedron constructed by nano-TB without bond breakage. The accompanying twin proliferation and fusion subsequently dissipate the energy to enhance the plasticity.
DOI: 10.6084/m9.figshare.29091080.v2
title: Source data of Nanotwinned CrN ceramics with enhanced plasticity

description: Ceramic materials are usually hard but brittle, and it is challenging to achieve a simultaneous enhancement of strength and plasticity using conventional strengthening methods. In ceramic materials with similar atomic size and properties, the fabrication of nanotwins is a promising approach to enhance the plasticity, but it is unknown whether the strategy works for transition metal nitrides. Herein, nanotwinned CrN (NT-CrN) with a twin density of 9.0 × 10<sup>15</sup> m<sup>-2</sup> and twin-containing grain volume fraction of about 52 % is prepared by adjusting the ion kinetic energy during growth. Owing to the twin boundaries, NT-CrN exhibits high hardness (&gt;36 GPa) and enhanced room-temperature plasticity at the same time. Compression deformation of over 40% without brittle failure is achieved. The enhanced room-temperature plasticity is attributed to the distributions of nanotwin boundaries (nano-TB) which allow special slipping by twisting the polyhedron constructed by nano-TB without bond breakage. The accompanying twin proliferation and fusion subsequently dissipate the energy to enhance the plasticity.
DOI: 10.15468/dl.mpurwp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo pelagonicus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000305-250827131500795/datasets/export for details.
DOI: 10.15468/dl.e9f98j
title: Occurrence Download

description: A dataset containing 4482581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anolis cybotes, Anolis distichus, Anolis equestris, Anolis garmani, Anolis porcatus, Anolis sagrei, Anolis wattsii, Anopheles quadrimaculatus, Anoplolepis gracilipes, Anoplophora chinensis, Anoplophora glabripennis, Anser anser, Anser cygnoides, Antheraea yamamai, Anthonomus grandis, Anthrenus caucasicus, Anthrenus verbasci, Antilope cervicapra, Aonidiella aurantii, Apate monachus)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 4482581 records from 1451 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000215-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/38ntynwd45
title: Experimental Validation of S809 Airfoil and Comparison of lift and drag coefficients of Owl, Seagull and S809 Airfoils.

description: The dataset (Experimental Validation of S809 Airfoil) compares the experimental data of S809 airfoil with the data obtained from CFD analysis. The experimental data is taken from Colorado State University, and the selected Reynolds number is 500,000 at a wind speed of 7.3 m/s. This experimental data is taken from the article "Unsteady Aerodynamics Experiment Phase VI: Wind Tunnel Test Configurations and Available Data Campaigns". The CFD data is in good agreement with the experimental data. The data is present in both tabular and in graphical form.

The datset (Comparison of lift and drag coefficients of Owl, Seagull and S809 Airfoils) compares the lift and drag coefficients of Owl, Seagull and S809 airfoil obtained from CFD to find out which airfoil will have higher lift to drag ratio, and hence which one can serve better when used in the design of wind turbine. The data is present in both tabular and in graphical form.


Contributors: Raja Walied and Raja Moiz.
DOI: 10.17632/38ntynwd45.2
title: Experimental Validation of S809 Airfoil and Comparison of lift and drag coefficients of Owl, Seagull and S809 Airfoils.

description: The dataset (Experimental Validation of S809 Airfoil) compares the experimental data of S809 airfoil with the data obtained from CFD analysis. The experimental data is taken from Colorado State University, and the selected Reynolds number is 500,000 at a wind speed of 7.3 m/s. This experimental data is taken from the article "Unsteady Aerodynamics Experiment Phase VI: Wind Tunnel Test Configurations and Available Data Campaigns". The CFD data is in good agreement with the experimental data. The data is present in both tabular and in graphical form.

The datset (Comparison of lift and drag coefficients of Owl, Seagull and S809 Airfoils) compares the lift and drag coefficients of Owl, Seagull and S809 airfoil obtained from CFD to find out which airfoil will have higher lift to drag ratio, and hence which one can serve better when used in the design of wind turbine. The data is present in both tabular and in graphical form.


Contributors: Raja Walied and Raja Moiz.
DOI: 10.5281/zenodo.16964996
title: Week-Hourly vehicle activity profiles for Germany based on BASt measurements

description: This dataset contains data from permanent automatic counting stations on highways and federal roads in Germany, collected by the German Federal Highway Research Institut (BASt). The raw data from the BASt's website (CC BY 4.0 licensed) has been aggregated to weekday-hour profiles for KFW and PKW vehicle types.

The data is used by the model PyPSA-Eur and was previously part of the data bundle, and has now been unbundled for easier updating.In the data bundle, the files were called `KFZ__count` and `Pkw__count` and have been renamed for consistency with subsequent versions.
DOI: 10.15468/dl.q7rbtr
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malus halliana"
 ]
}

 The dataset includes 529 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050204-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16965116
title: NHERT 3.0 — Mathematical Framework for Non-Hermitian Quantum Systems
DOI: 10.5281/zenodo.16965117
title: NHERT 3.0 — Mathematical Framework for Non-Hermitian Quantum Systems
DOI: 10.15468/dl.2v3kz6
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus salmoides (Lacepède, 1802)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 134 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022294-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2kynn
title: Occurrence Download

description: A dataset containing 22832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((14.472010255952377 48.49030948242, 14.715344586011154 48.48021869358034, 14.730740296215016 48.643257677455495, 14.486616637307849 48.65338641215595, 14.472010255952377 48.49030948242))"
 ]
}

 The dataset includes 22832 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050071-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58145/akf/mykmoo
title: Biomechaniczna ocena wpływu leczenia zachowawczego konfliktu panewkowo-udowego według standardów Personalised Hip Health Technology Assessment u amatorów biegów długodystansowych
title: Assessment of the influence of original therapeutic exercises on the values ​​of selected biomechanical variables in a group of people with acetabular-femoral impingement, practicing long-distance running for recreation

description: Celem projektu było wykazanie wpływu leczenia zachowawczego na narząd ruchu, prowadzonego według protokołu autorskich ćwiczeń terapeutycznych, wśród osób ze zmianą morfologiczną stawów biodrowych o charakterze konfliktu panewkowo-udowego, rekreacyjnie uprawiających biegi długodystansowe na tle wyników grupy kontrolnej.
DOI: 10.22002/ka793-fcy82
title: Coxiella_burnetii_ wtACCMD_pH4d5

description: Coxiella burnetii Nine Mile phase II clone 4 (NMIIC4) strain. Wild-type cells day-5 culture. Cells grown in acidic media ACCMD and pH 4.75
description: <strong>Tilt Series Date:</strong> 2017-10-17</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Coxiella burnetii</p>
<strong>Strain:</strong> Nine Mile phase II clone 4</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 2°, constant angular increment, dosage: 130.0 eV/Å²,  defocus: -7.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain sent to us by Robert Heinzen. Data collected and processed by Debnath Ghosal and Mohammed Kaplan using Caltech tomography pipeline.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells were grown in Robert Heinzen's lab @NIAID and ~50 ul cells were sent to us.</p>
<strong>Sample Preparation:</strong> Refer to Heinzen lab. Freezing: 100% humidity, 4µl sample, Blot force 6, blot time 4 sec. Wait time 0 sec. Drain time 1 sec. Ethane/propane mix. Grid: Quantifoil Cu 2/2 200. Add gold to cells prior to freezing: 1ul of gold to 4 ul of cells, freeze.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2017-10-17-41/rawdata/</p>Cb_d5pH4_20171017b0014.mrc,  Tilt Series (Pixel Size 0.39 nm), 1.7 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2017-10-17-41/rawdata/Cb_d5pH4_20171017b0014.mrc"
        > <i class="download icon"></i> Download </a></p>

        Cb_d5pH4_20171017b0014_full.rec,  Reconstruction (Pixel Size 1.56 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2017-10-17-41/3dimage_89246/Cb_d5pH4_20171017b0014_full.rec"
        > <i class="download icon"></i> Download </a></p>