cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e233522v1
title: Nepal USAID Education Data

description: Three USAID Nepal projects’ data are included in this folder covering the period from 2016 to 2022. The projects are: 1) All Children Reading (ACR), 2) Early Grade Reading Program II (EGRP II), and 3) Nepal Early Grade Reading Program (EGRP). Across the projects, the folder contains the following files and numbers of each: codebooks (7), consent (8), data files (11), instruments (5), reports (0).
DOI: 10.15468/dl.w5vqtp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((68.55196 60.45078,69.45668 60.43534,69.42792 61.45976,68.46116 61.47705,68.55196 60.45078))",
 "TaxonKey is Physocarpus opulifolius",
 "Year 1950-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043615-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14946896
title: Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides

description: Data and analysis supporting the work:

"Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides" 

Elena Spinetti, Grzegorz Ścibisz, G. Elif Karagöz, Roberto Covino 

eLife (2025) https://doi.org/10.7554/eLife.106716.1
DOI: 10.5281/zenodo.17063387
title: Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides

description: Data and analysis supporting the work:

"Structural Dynamics of IRE1 and its Interaction with Unfolded Peptides" 

Elena Spinetti, Grzegorz Ścibisz, G. Elif Karagöz, Roberto Covino 

eLife (2025) https://doi.org/10.7554/eLife.106716.1
DOI: 10.26023/x47f-f1ax-t00e
title: KOFSE: UW Convair C-131A cloud particle and misc. aircraft data. Version 1.0

description: This dataset contains the cloud particle size and miscellaneous aircraft data from the Kuwait Oil-Fire Smoke Experiment (KOFSE) collected from the University of Washington's C-131A aircraft. Data were collected from 16 May 1991 to 12 June 1991 (flights 1477-1491). Data files are in ASCII format.
DOI: 10.15468/dl.xtgn8v
title: Occurrence Download

description: A dataset containing 56311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Alligator mississippiensis"
 ]
}

 The dataset includes 56311 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043589-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z96we4
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Spegazziniophytum"
 ]
}

 The dataset includes 74 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043616-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmat2q
title: Occurrence Download

description: A dataset containing 2079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salpichlaena",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-120 30, -30 30, -30 -30, -120 -30, -120 30))"
 ]
}

 The dataset includes 2079 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043617-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfnzvg
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus suaveolens",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 250 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043619-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znegyd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043618-250920141307145/datasets/export for details.
DOI: 10.15468/dl.rkhxyk
title: Occurrence Download

description: A dataset containing 15926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Aedes aegypti",
 "Country is United States of America",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 15926 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043620-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/hg8r-tzpv-d90k
title: KOFSE: NOAA/ARL NMC Special MRF runs grid data. Version 1.0

description: This dataset was obtained from NOAA/ARL. It consists of 33x33 mesoscale Gulf data in eight files from July 22, 1991 to September 16, 1991 collected during the Kuwait Oil-Fire Smoke Experiment (KOFSE). Data files are in binary format. Source code is included in this dataset.
DOI: 10.5281/zenodo.17258168
title: THz Time Domain Spectroscopy Data on Biological Sample

description: THz Time Domain Spectroscopy raw data from White Birch tree seed. Scan resolution: 0.1mm. Data columns: Time, Amplitude, Frequency, Spectrum
DOI: 10.5281/zenodo.17258169
title: THz Time Domain Spectroscopy Data on Biological Sample

description: THz Time Domain Spectroscopy raw data from White Birch tree seed. Scan resolution: 0.1mm. Data columns: Time, Amplitude, Frequency, Spectrum
DOI: 10.15468/dl.7wjznw
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa sosnowskyi"
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043622-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/jncc-0whv-y0s
title: KOFSE: NMC MRF analysis grid data. Version 1.0

description: This dataset contains the monthly NMC MRF analysis data collected from January 01 1991 to December 31 1991 during the Kuwait Oil-Fire Smoke Experiment (KOFSE). Data files are in binary format. Source code is included in this dataset.
DOI: 10.25574/28970
title: Chandra X-ray Observatory ObsId 28970

description: Unveiling the connection between AGN and massive gas reservoirs in protoclusters
DOI: 10.15468/dl.3ru47u
title: Occurrence Download

description: A dataset containing 2189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is FLORUS: miscellaneous records",
 "GadmGid is RUS.30_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2000-2025"
 ]
}

 The dataset includes 2189 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043623-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/h3xy-y2hr-1a0a
title: KOFSE: NMC flux field grid data. Version 1.0

description: This dataset contains the monthly NMC flux field grid data collected from March 07 1991 to December 31 1991 during the Kuwait Oil-Fire Smoke Experiment (KOFSE). Data files are in binary format. Source code is included in this dataset.
DOI: 10.15468/dl.qu3s43
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thermopsis montana",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 755 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043627-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zayquz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thermopsis montana",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043625-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb28zq
title: Occurrence Download

description: A dataset containing 6085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypodium",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-120 30, -30 30, -30 -30, -120 -30, -120 30))"
 ]
}

 The dataset includes 6085 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043624-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfxb6t
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thermopsis montana",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043626-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/frem-7ka0-90z
title: KOFSE: NMC spectral grid data. Version 1.0

description: This dataset contains the NMC spectral grid data collected from March 06 1991 to September 02 1991 during the Kuwait Oil-Fire Smoke Experiment (KOFSE). Data files are in binary format. Source code is included in this dataset.
DOI: 10.26023/3pse-05zx-zz00
title: KOFSE: MEPA surface data. Version 1.0

description: This dataset contains the Saudi Meteorological and Environmental Protection Administration (MEPA) surface data. Files are in ASCII format. The first 3 letters in each filename indicate location, which is followed by month and year.
DOI: 10.34740/kaggle/dsv/13252496
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.26023/arwz-pthk-ks13
title: KOFSE: NMC surface observation data. Version 1.0

description: This dataset contains the National Meteorological Center's surface station data for the Persian Gulf Region derived from the NMC realtime decode. This dataset contains 86 data files and additional Fortran source code to read these files. Please see the included document "format.on124" for more information.
DOI: 10.6084/m9.figshare.30273529
title: Swallowing skill training approaches and underlying motor learning principles: A scoping review

description: While dysphagia rehabilitation has traditionally focused on muscle strengthening, there is an increasing shift towards harnessing motor cortical plasticity to modify swallowing motor output via swallowing skill training. We reviewed current swallowing skill training approaches and framed existing evidence in the context of motor learning principles. Searches were conducted across six databases (Scopus, CINHAL, MEDLINE, PUBMED, Emcare, and Web of Science) and the grey literature. Two researchers independently screened studies for inclusion using Covidence. English publications were included without time limitations. Of 72 identified publications, 21 studies were included (15 empirical studies and 6 opinion-based papers). Four primary swallowing skill training approaches were identified, including: a) Floor of mouth surface electromyography, b) manometry, c) respiratory swallow coordination, and c) Iowa oral performance instrument. All approaches reported both improved swallowing function and patient reported outcomes. Whilst practice and feedback-related motor learning principles were incorporated in all approaches, their application varied across and within approaches. Swallowing skill training approaches can improve swallowing function and patients reported outcomes. However, to date, underlying methodologies are inconsistently described and motor learning principle are inconsistently applied. Further research is required in diverse populations to further optimise swallowing skill training outcomes.
DOI: 10.6084/m9.figshare.30273529.v1
title: Swallowing skill training approaches and underlying motor learning principles: A scoping review

description: While dysphagia rehabilitation has traditionally focused on muscle strengthening, there is an increasing shift towards harnessing motor cortical plasticity to modify swallowing motor output via swallowing skill training. We reviewed current swallowing skill training approaches and framed existing evidence in the context of motor learning principles. Searches were conducted across six databases (Scopus, CINHAL, MEDLINE, PUBMED, Emcare, and Web of Science) and the grey literature. Two researchers independently screened studies for inclusion using Covidence. English publications were included without time limitations. Of 72 identified publications, 21 studies were included (15 empirical studies and 6 opinion-based papers). Four primary swallowing skill training approaches were identified, including: a) Floor of mouth surface electromyography, b) manometry, c) respiratory swallow coordination, and c) Iowa oral performance instrument. All approaches reported both improved swallowing function and patient reported outcomes. Whilst practice and feedback-related motor learning principles were incorporated in all approaches, their application varied across and within approaches. Swallowing skill training approaches can improve swallowing function and patients reported outcomes. However, to date, underlying methodologies are inconsistently described and motor learning principle are inconsistently applied. Further research is required in diverse populations to further optimise swallowing skill training outcomes.
DOI: 10.15468/dl.uv83vq
title: Occurrence Download

description: A dataset containing 2486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclodium",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-120 30, -30 30, -30 -30, -120 -30, -120 30))"
 ]
}

 The dataset includes 2486 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043628-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8wg8n
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apurimacia dolichocarpa"
 ]
}

 The dataset includes 45 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043629-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/czzw-yt8m-c0f
title: KOFSE: Obirin University air pollution measurements summary. Version 1.0

description: This dataset contains air pollution measurements collected during the Kuwait Oil-Fire Smoke Experiment (KOFSE) by a Japanese research team from Obirin University. In this dataset, there is a single data file in ASCII text containing summary statistics.
DOI: 10.15468/dl.u9ez2d
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thermopsis montana",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043630-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/wsby-0e0d-q505
title: University of Washington Convair C-131 KOFSE flight videos. Version 1.0

description: This dataset consists of 16 .mp4 video files from flights of the University of Washington's Convair C-131 aircraft during the Kuwait Oil-Fire Smoke Experiment (KOFSE). WARNING: This is a big dataset. Most .mp4 files are 1-6 GB. Each order can contain a maximum of 24 GB of data. For very large orders, it may be preferable for you to access these data via a loaner external hard drive. Please contact Steve Williams (sfw AT ucar DOT edu) for these very large orders.
DOI: 10.26023/60rx-3k7s-eq0k
title: KOFSE: NMC Upper Air Data. Version 1.0

description: This dataset contains upper air station data for the Persian Gulf Region derived from the NMC realtime decode collected during the Kuwait Oil-Fire Smoke Experiment (KOFSE). Data are in ASCII text format and require the provided adpupa.f fortran program to be read.
DOI: 10.26023/c0mn-yssb-ba0z
title: KOFSE: Continental Outline Data. Version 1.0

description: This dataset contains the continental outline data collected during the Kuwait Oil-Fire Smoke Experiment (KOFSE). This dataset contains one data file in ASCII text and a Fortran program to read the data.
DOI: 10.15468/dl.zmu972
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus parodii"
 ]
}

 The dataset includes 65 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043632-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17207776
title: PM7 solution XPCS dataset and analysis

description: This includes data from X-ray photon correlation experiments collected on PM7 in toluene solution. Also included are analysis workflows (.ipynb files) and the data created during analysis.
DOI: 10.15468/dl.dygj3x
title: Occurrence Download

description: A dataset containing 14835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichomanes",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-120 30, -30 30, -30 -30, -120 -30, -120 30))"
 ]
}

 The dataset includes 14835 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043631-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15173004
title: Geochemistry data Borehole O-A1 — Cape Basin, South Africa

description: Geochemical data from borehole O-A1 located in the Cape Basin. This includes:



Lithology

Clay mineralogy (XRD)

Kubler index

Bulk mineralogy (XRD)

XRF

REE from clay fraction

Hf-Nd isotopes from clay fraction
DOI: 10.5281/zenodo.15173005
title: Geochemistry data Borehole O-A1 — Cape Basin, South Africa

description: Geochemical data from borehole O-A1 located in the Cape Basin. This includes:



Lithology

Clay mineralogy (XRD)

Kubler index

Bulk mineralogy (XRD)

XRF

REE from clay fraction

Hf-Nd isotopes from clay fraction
DOI: 10.5281/zenodo.15172094
title: Heart Disease Dataset
DOI: 10.5281/zenodo.15172095
title: Heart Disease Dataset
DOI: 10.15468/dl.a3bjxg
title: Occurrence Download

description: A dataset containing 428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epigonus constanciae (Giglioli, 1880)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Material sample)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 428 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010094-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15172702
title: Relevant data from: ''Thermal Imaging for Quality Control in Thin Silicon‐Based Coatings for Lithium‐Ion Batteries: Defect Detection, Drying Dynamics, and Machine Learning‐Based Mass Loading Estimation''

description: Thermal imaging offers a non‐destructive approach to quality control in silicon‐based lithium‐ion battery electrodes, enabling the detection of defects, variations in mass loading, and the monitoring of drying dynamics. This study introduces an automated defect-detection-algorithm and a machine learning‐based Random Forest model to estimate mass loading from thermal imaging data. While applied in a batch process, these methods could be adapted for inline quality control in future studies.
DOI: 10.5281/zenodo.15172703
title: Relevant data from: ''Thermal Imaging for Quality Control in Thin Silicon‐Based Coatings for Lithium‐Ion Batteries: Defect Detection, Drying Dynamics, and Machine Learning‐Based Mass Loading Estimation''

description: Thermal imaging offers a non‐destructive approach to quality control in silicon‐based lithium‐ion battery electrodes, enabling the detection of defects, variations in mass loading, and the monitoring of drying dynamics. This study introduces an automated defect-detection-algorithm and a machine learning‐based Random Forest model to estimate mass loading from thermal imaging data. While applied in a batch process, these methods could be adapted for inline quality control in future studies.
DOI: 10.15468/dl.p9xjsf
title: Occurrence Download

description: A dataset containing 925 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3709190"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 925 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000178-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpzmev
title: Occurrence Download

description: A dataset containing 3708 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["8034409"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 3708 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000181-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.