cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14766952
title: Sociodemographic and organizational factors of health professionals' occupational health and safety in Ethiopia: A multilevel regression analysis

description: Sociodemographic and Organizational Determinants of Occupational Health and Safety among Health Professionals in Ethiopia: A Multilevel Regression Analysis

Occupational health and safety are among the critical concerns within the health service delivery process globally, especially in low- and middle-income nations where workplace hazard exposure is frequent. This study has ascertained from a multilevel regression-based analysis, through sociodemographics and organizational characteristics, factors likely to affect occupational health and safety among health workers in Ethiopia. The study analyzes individual- and institutional-level determinants, presenting information on workplace safety, risk exposure, and potential policy intervention. The findings add to evidence-based strategies for improving OHS measures and protecting frontline health workers.

Keywords: Occupational health and safety, healthcare workers, multilevel regression, sociodemographic factors, organizational factors, Ethiopia.
DOI: 10.5281/zenodo.14766953
title: Sociodemographic and organizational factors of health professionals' occupational health and safety in Ethiopia: A multilevel regression analysis

description: Sociodemographic and Organizational Determinants of Occupational Health and Safety among Health Professionals in Ethiopia: A Multilevel Regression Analysis

Occupational health and safety are among the critical concerns within the health service delivery process globally, especially in low- and middle-income nations where workplace hazard exposure is frequent. This study has ascertained from a multilevel regression-based analysis, through sociodemographics and organizational characteristics, factors likely to affect occupational health and safety among health workers in Ethiopia. The study analyzes individual- and institutional-level determinants, presenting information on workplace safety, risk exposure, and potential policy intervention. The findings add to evidence-based strategies for improving OHS measures and protecting frontline health workers.

Keywords: Occupational health and safety, healthcare workers, multilevel regression, sociodemographic factors, organizational factors, Ethiopia.
DOI: 10.15468/dl.n8gdtq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "Geometry POLYGON((-73.67871 6.57056,-73.73682 6.28005,-73.70827 6.19341,-73.42286 6.21176,-73.23123 6.31063,-73.43815 6.594,-73.67871 6.57056))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Imantodes cenchoa (Linnaeus, 1758)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004444-250127130748423/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.28304390
title: prevotella glycans_metabolism Analysis Files

description: Data used to identify metabolic enzymes in Prevotella spp.
DOI: 10.6084/m9.figshare.28304390.v1
title: prevotella glycans_metabolism Analysis Files

description: Data used to identify metabolic enzymes in Prevotella spp.
DOI: 10.15468/dl.42xqpr
title: Occurrence Download

description: A dataset containing 17325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ehretia acuminata R.Br., Ehretia amoena Klotzsch, Ehretia anacua (Terán & Berl.) I.M.Johnst., Ehretia aspera Willd., Ehretia bakeri Britten, Ehretia confinis I.M.Johnst., Ehretia corylifolia C.H.Wright, Ehretia cymosa Thonn., Ehretia decaryi J.S.Mill., Ehretia densiflora F.N.Wei & H.Q.Wen, Ehretia dichotoma Blume, Ehretia dicksonii Hance, Ehretia dunniana H.Lév., Ehretia glandulosissima Verdc., Ehretia hainanensis I.M.Johnst., Ehretia javanica Blume, Ehretia keyensis Warb., Ehretia latifolia Loisel., Ehretia longiflora Champ. ex Benth., Ehretia macrophylla Wall., Ehretia meyersii J.S.Mill., Ehretia microcalyx Vaupel, Ehretia moluccana Riedl, Ehretia obtusifolia Hochst. ex A.DC., Ehretia parallela C.B.Clarke, Ehretia philippinensis A.DC., Ehretia phillipsonii J.S.Mill., Ehretia pingbianensis Y.L.Liu, Ehretia resinosa Hance, Ehretia rigida (Thunb.) Druce, Ehretia saligna R.Br., Ehretia scrobiculata Hiern, Ehretia seyrigii J.S.Mill., Ehretia siamensis Teijsm. & Binn., Ehretia silvana R.R.Mill, Ehretia timorensis Decne., Ehretia tinifolia L., Ehretia trachyphylla C.H.Wright, Ehretia tsangii I.M.Johnst., Ehretia wallichiana Hook.fil. & Thomson ex Gamble, Ehretia wightiana Wall. ex G.Don)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17325 records from 296 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004446-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14767174
title: Global Refurbished IT Asset Disposition Market 2025 To 2034

description: Refurbished IT Asset Disposition Market Size, Trends and Insights By Asset Type (Computers/Laptops Disposition, Servers Disposition, Mobile devises Disposition, Storage devises Disposition), By End User (Banking, Financial Services, and Insurance (BFSI), IT and Telecom, Educational Institutions, Healthcare Industry, Manufacturing, Media and Entertainment, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

The Global Refurbished IT Asset Disposition Market was valued at USD 5.1 Billion in 2025 and is expected to reach USD 9.75 Billion by 2034, at a CAGR of 7.34% during the forecast period 2025 – 2034.

Refurbished IT Asset disposition (ITAD) includes the end-of-the-life life management lifecycle of IT Assets undertaken by end customers securely and sustainably. The refurbishing process has been assured for data security, regulatory compliance, and environmental concerns.

Refurbished ITAD primarily focuses on improving the device’s lifecycle through refurbishment and resale, reducing the electronic waste generated, and creating a circular economy. ITAD deals with end-of-life IT hardware such as servers, laptops, and devices like disk storage, while the organization implements costs that allow sustainment and affordability through cost-saving strategies.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61366
DOI: 10.5281/zenodo.14767175
title: Global Refurbished IT Asset Disposition Market 2025 To 2034

description: Refurbished IT Asset Disposition Market Size, Trends and Insights By Asset Type (Computers/Laptops Disposition, Servers Disposition, Mobile devises Disposition, Storage devises Disposition), By End User (Banking, Financial Services, and Insurance (BFSI), IT and Telecom, Educational Institutions, Healthcare Industry, Manufacturing, Media and Entertainment, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

The Global Refurbished IT Asset Disposition Market was valued at USD 5.1 Billion in 2025 and is expected to reach USD 9.75 Billion by 2034, at a CAGR of 7.34% during the forecast period 2025 – 2034.

Refurbished IT Asset disposition (ITAD) includes the end-of-the-life life management lifecycle of IT Assets undertaken by end customers securely and sustainably. The refurbishing process has been assured for data security, regulatory compliance, and environmental concerns.

Refurbished ITAD primarily focuses on improving the device’s lifecycle through refurbishment and resale, reducing the electronic waste generated, and creating a circular economy. ITAD deals with end-of-life IT hardware such as servers, laptops, and devices like disk storage, while the organization implements costs that allow sustainment and affordability through cost-saving strategies.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61366
DOI: 10.15468/dl.jpr2jg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "Geometry POLYGON((-73.61592 6.7248,-74.01724 6.35358,-73.98714 6.15543,-73.90437 5.94223,-73.41024 5.95727,-73.20456 6.19054,-73.27229 6.74236,-73.61592 6.7248))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Imantodes inornatus (Boulenger, 1896)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004447-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14767117
title: Análisis de las actividades formativas de aprendizaje-servicio
DOI: 10.5281/zenodo.14767118
title: Análisis de las actividades formativas de aprendizaje-servicio
DOI: 10.5281/zenodo.14675928
title: Climate and Economic Justice Screening Tool v 2.0 data files

description: This contains the top level Climate and Economic Justice Screening Tool v 2.0 data files, sourced from as well as all data used in scoring, sourced from running the data pipeline and uploading the resultant data directory.

 
description: Details

The .ZIP files are zipped directories that are created or updated by running the data pipeline, and can be placed in the following directory:

j40-cejst-2/data/data-pipeline/data_pipeline/data 

That is, they can be dowloaded into this directory and upzipped, resulting in five directories (plus a tmp directory created by the tool):

```> ls `pwd`census  dataset score   sources tmp     tribal

```
DOI: 10.5281/zenodo.14675929
title: Climate and Economic Justice Screening Tool v 2.0 data files

description: This contains the top level Climate and Economic Justice Screening Tool v 2.0 data files, sourced from as well as all data used in scoring, sourced from running the data pipeline and uploading the resultant data directory.

 
description: Details

The .ZIP files are zipped directories that are created or updated by running the data pipeline, and can be placed in the following directory:

j40-cejst-2/data/data-pipeline/data_pipeline/data 

That is, they can be dowloaded into this directory and upzipped, resulting in five directories (plus a tmp directory created by the tool):

```> ls `pwd`census  dataset score   sources tmp     tribal

```
DOI: 10.5281/zenodo.14767198
title: Global Bridal Gowns Market 2025 To 2034

description: Bridal Gowns Market Size, Trends and Insights By Type (Ball Gown, Mermaid/Trumpet Gown, A-line Gown, Sheath/Column Gown, Tea-length Gown, Others (Empire Waist, Slip Dress, etc.)), By Price Point (Premium, Medium, Economy), By Distribution Channel (Offline, Online), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Bridal Gowns Market size was valued at USD 33.9 Billion in 2025 and expected to reach USD 60.4 Billion by 2034, at a CAGR of 6.7% during the forecast period 2025- 2034.

Bridal gowns are special dresses that brides wear during their wedding ceremonies, representing elegance and tradition. These gowns come in various styles, materials, and cultural meanings, from classic ball gowns to sleek sheath designs. The global market for bridal gowns thrives on emotional and cultural importance, with strong demand fuelled by rising disposable incomes, changing fashion trends, and the impact of social media.

A growing preference for customization, sustainable fabrics, and designer labels also drives market growth. Regional wedding traditions combined with modern innovations create a range of opportunities, while the shift toward online shopping and experiential retail improves accessibility, broadening the market’s reach around the world.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61371
DOI: 10.5281/zenodo.14767199
title: Global Bridal Gowns Market 2025 To 2034

description: Bridal Gowns Market Size, Trends and Insights By Type (Ball Gown, Mermaid/Trumpet Gown, A-line Gown, Sheath/Column Gown, Tea-length Gown, Others (Empire Waist, Slip Dress, etc.)), By Price Point (Premium, Medium, Economy), By Distribution Channel (Offline, Online), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Bridal Gowns Market size was valued at USD 33.9 Billion in 2025 and expected to reach USD 60.4 Billion by 2034, at a CAGR of 6.7% during the forecast period 2025- 2034.

Bridal gowns are special dresses that brides wear during their wedding ceremonies, representing elegance and tradition. These gowns come in various styles, materials, and cultural meanings, from classic ball gowns to sleek sheath designs. The global market for bridal gowns thrives on emotional and cultural importance, with strong demand fuelled by rising disposable incomes, changing fashion trends, and the impact of social media.

A growing preference for customization, sustainable fabrics, and designer labels also drives market growth. Regional wedding traditions combined with modern innovations create a range of opportunities, while the shift toward online shopping and experiential retail improves accessibility, broadening the market’s reach around the world.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61371
DOI: 10.5281/zenodo.12520844
title: Dataset for "Reduced-order modeling for complex 3D seismic wave propagation"

description: This repository contains the seismic waveform data for the paper, "Reduced-order modeling for complex 3D seismic wave propagation", in Geophysical Journal International.

The dataset, velocity_time_series.npy, is a NumPy binary file and consists of 60-second, three-component, simulated velocity seismograms for 500 source locations and 8181 receivers. The simulations are for earthquakes in Southern California using a 3D velocity model, viscoelastic attenuation, and topography. The point source locations used for training are provided in the CSV file source_locations.csv. The SeisSol input files (mesh file, parameter file, material file, source files, and receiver file) necessary to produce the simulated data are provided in the zip file titled seissol_input_files.zip.

We also provide a smaller version of the dataset, seismos_16_receivers.npy, that only includes data for the 16 evenly spaced receivers that are identified in the paper. A Jupyter Notebook, seismogram_rom_demo.ipynb, is also provided that demonstrates how to create a reduced-order model that rapidly generates approximate seismograms.
DOI: 10.5281/zenodo.12520845
title: Dataset for "Reduced-order modeling for complex 3D seismic wave propagation"

description: This repository contains the seismic waveform data for the paper, "Reduced-order modeling for complex 3D seismic wave propagation", in Geophysical Journal International.

The dataset, velocity_time_series.npy, is a NumPy binary file and consists of 60-second, three-component, simulated velocity seismograms for 500 source locations and 8181 receivers. The simulations are for earthquakes in Southern California using a 3D velocity model, viscoelastic attenuation, and topography. The point source locations used for training are provided in the CSV file source_locations.csv. The SeisSol input files (mesh file, parameter file, material file, source files, and receiver file) necessary to produce the simulated data are provided in the zip file titled seissol_input_files.zip.

We also provide a smaller version of the dataset, seismos_16_receivers.npy, that only includes data for the 16 evenly spaced receivers that are identified in the paper. A Jupyter Notebook, seismogram_rom_demo.ipynb, is also provided that demonstrates how to create a reduced-order model that rapidly generates approximate seismograms.
DOI: 10.5519/qd.dsogvelb
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5383 records)
DOI: 10.3886/e211222v1
title: ECIN replication package for "Unconditional Cash Transfers & Voter Turnout"

description: We estimate the effect of unconditional cash transfers on voter turnout, leveraging a large-scale natural experiment, the Alaska Permanent Fund Dividend (PFD) program, which has provided residents with a check of varying size one month before election day since 1982. We find that larger transfers cause people to vote, especially in gubernatorial elections in which a 10\% increase in cash ($182) causes a 1.4 percentage point increase in turnout. Effects are concentrated among the young and poor. Survey data suggests the mechanism is reduced voter apathy. Implications are discussed.
DOI: 10.3886/e211222v2
title: ECIN Replication Package for "Unconditional Cash Transfers & Voter Turnout"

description: We estimate the effect of unconditional cash transfers on voter turnout, leveraging a large-scale natural experiment, the Alaska Permanent Fund Dividend (PFD) program, which has provided residents with a check of varying size one month before election day since 1982. We find that larger transfers cause people to vote, especially in gubernatorial elections in which a 10\% increase in cash ($182) causes a 1.4 percentage point increase in turnout. Effects are concentrated among the young and poor. Survey data suggests the mechanism is reduced voter apathy. Implications are discussed.
DOI: 10.3886/e211222v3
title: ECIN Replication Package for "Unconditional Cash Transfers & Voter Turnout"

description: We estimate the effect of unconditional cash transfers on voter turnout, leveraging a large-scale natural experiment, the Alaska Permanent Fund Dividend (PFD) program, which has provided residents with a check of varying size one month before election day since 1982. We find that larger transfers cause people to vote, especially in gubernatorial elections in which a 10\% increase in cash ($182) causes a 1.4 percentage point increase in turnout. Effects are concentrated among the young and poor. Survey data suggests the mechanism is reduced voter apathy. Implications are discussed.
DOI: 10.3886/e211222v4
title: ECIN Replication Package for "Unconditional Cash Transfers & Voter Turnout"

description: We estimate the effect of unconditional cash transfers on voter turnout, leveraging a large-scale natural experiment, the Alaska Permanent Fund Dividend (PFD) program, which has provided residents with a check of varying size one month before election day since 1982. We find that larger transfers cause people to vote, especially in gubernatorial elections in which a 10\% increase in cash ($182) causes a 1.4 percentage point increase in turnout. Effects are concentrated among the young and poor. Survey data suggests the mechanism is reduced voter apathy. Implications are discussed.
DOI: 10.3886/e211222v5
title: ECIN Replication Package for "Unconditional Cash Transfers & Voter Turnout"

description: We estimate the effect of unconditional cash transfers on voter turnout, leveraging a large-scale natural experiment, the Alaska Permanent Fund Dividend (PFD) program, which has provided residents with a check of varying size one month before election day since 1982. We find that larger transfers cause people to vote, especially in gubernatorial elections in which a 10\% increase in cash ($182) causes a 1.4 percentage point increase in turnout. Effects are concentrated among the young and poor. Survey data suggests the mechanism is reduced voter apathy. Implications are discussed.
DOI: 10.15468/dl.ww6anc
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "Geometry POLYGON((-73.76378 6.62318,-73.78824 6.62143,-74.08521 6.35765,-74.05377 6.17597,-73.89131 6.10609,-73.61529 6.06416,-73.42139 6.10609,-73.32181 6.19693,-73.2991 6.37686,-73.50174 6.64414,-73.76378 6.62318))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoblepharis xanthostigma (Noble, 1916)"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004453-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qg7zg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Paraguay",
 "OccurrenceStatus is Present",
 "TaxonKey is Ilex paraguariensis A.St.-Hil.",
 "Year 2018-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004454-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdau74
title: Occurrence Download

description: A dataset containing 3538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Chaetodipus californicus (Merriam, 1889)"
 ]
}

 The dataset includes 3538 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004455-250127130748423/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.cc2j9f09
title: CCDC 2332750: Experimental Crystal Structure Determination

description: Related Article: Simon Poole, Obed Akwasi Aning, Vickie McKee, Thomas Catley, Aaraby Yoheswaran Nielsen, Helge Thisgaard, Pegah Johansson, Georgia Menounou, Joseph Hennessy, Creina Slator, Alex Gibney, Alice Pyne, Bríonna McGorman, Fredrik Westerlund, Andrew Kellett|2025|Nucleic Acids Res.|53|gkae1250|doi:10.1093/nar/gkae1250
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.kw9wnz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-74.71159 6.81738,-79.77462 1.25608,-79.67818 0.78996,-77.10648 -0.46374,-75.67597 0.98284,-72.12381 3.89207,-73.0882 6.51199,-74.71159 6.81738))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptodeira ornata (Bocourt, 1884)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004457-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12169567
title: Supplemental Materials for: Photometry of Lunar Swirls in Comparison to Fresh Crater Ejecta

description: This dataset includes supplemental materials for the publication "Photometry of Lunar Swirls in Comparison to Fresh Crater Ejecta" in Planetary Science Journal. The data include GIS shapefiles, photometric and hapke model coefficients, and reflectance statistics for each image used in the analysis. Each subdirectory includes an associated README that describes the contents.