cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10808186
title: Perinatal midwifery care demand in a tertiary hospital: A time-series analysis

description: Introduction: The chronic shortage of registered midwives and nurses is a serious global problem. However, current recommendations regarding midwifery staffing do not address operational staffing difficulties that arise from wide variations in care demand. The aim of this study was to describe shift-level care demand and available staffing resources in a tertiary hospital's maternity department.

Methods: This single-centre retrospective longitudinal study investigated a four-year timeframe (2019–2022). All registered midwives and nurses working a three-shift pattern in the prenatal unit, labour ward, or postnatal unit were included. To determine care demand, we approached it in a novel way, accounting for both the number of women on each unit and each case's expected complexity. Any unmet care demand was calculated in relation to pre-specified nurse-to-patient ratios for each care area by subtracting demand hours from available staff hours per shift.

Results: In total, 17,558 cases were included and 13,149 worked shifts analysed. The match of staffing resources with care demand was different for each analysed unit. In the prenatal and postnatal units, demand was generally met; however, the labour ward had a shortfall of at least one midwife on 32% of all shifts. Adjusted for care complexity, the deficiency prevalence rose to 55% of shifts for this ward.

Conclusion: Alongside the inclusion of care complexity in assessing care demand, shift- and unit-level analyses showed that average staffing numbers obscure the actual volume of unmet care demand. Staffing in labour wards needs greater flexibility to cope with the clustering of births over short periods.
DOI: 10.5281/zenodo.14754933
title: Linear non-saturating magnetoresistance and superconductivity in epitaxial thin films of YbSb2

description: We present our study on the linear magnetoresistance and superconductivity of YbSb₂ epitaxial thin films, synthesized on GaSb (001) substrates. The accompanying dataset is provided here for further analysis and exploration.

Data Organization and Access:



The dataset is organized into folders, each containing data related to specific measurements. A ReadMe.txt file is included in each folder, explaining the type of data provided.

Many files are in .itx format (Igor Text File) and can be directly opened using Igor Pro software. For users wishing to use other software, such as Python, the .itx files can be converted to formats like .csv or .txt. Conversion requires scaling information, which is detailed at the bottom of each .itx file (viewable in any text editor). Other file formats in the dataset are readily accessible and may not require additional processing.

Detailed descriptions of units and physical quantities for each dataset are provided in the ReadMeUnits.txt file included with the data.


This dataset aims to facilitate the community's understanding and further investigation of YbSb₂.
DOI: 10.5281/zenodo.14754934
title: Linear non-saturating magnetoresistance and superconductivity in epitaxial thin films of YbSb2

description: We present our study on the linear magnetoresistance and superconductivity of YbSb₂ epitaxial thin films, synthesized on GaSb (001) substrates. The accompanying dataset is provided here for further analysis and exploration.

Data Organization and Access:



The dataset is organized into folders, each containing data related to specific measurements. A ReadMe.txt file is included in each folder, explaining the type of data provided.

Many files are in .itx format (Igor Text File) and can be directly opened using Igor Pro software. For users wishing to use other software, such as Python, the .itx files can be converted to formats like .csv or .txt. Conversion requires scaling information, which is detailed at the bottom of each .itx file (viewable in any text editor). Other file formats in the dataset are readily accessible and may not require additional processing.

Detailed descriptions of units and physical quantities for each dataset are provided in the ReadMeUnits.txt file included with the data.


This dataset aims to facilitate the community's understanding and further investigation of YbSb₂.
DOI: 10.15468/dl.2uxmj7
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP.1_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela nivalis Linnaeus, 1766",
 "Year 2008-2025"
 ]
}

 The dataset includes 51 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002150-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q36w8
title: Occurrence Download

description: A dataset containing 7257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31 34,40 34,40 72,-31 72,-31 34))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Culex pipiens Linnaeus, 1758",
 "Year 1970-2019"
 ]
}

 The dataset includes 7257 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002151-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/d2rh-kw72
title: DALHOUSIE NIMS LAB ATTACK DATASET 2025-1

description: DALHOUSIE NIMS LAB ATTACK IOT DATASET 2025-1 dataset comprises of four prevalent types attacks, namely Portscan, Slowloris, Synflood, and Vulnerability Scan, on nine distinct Internet of Things (IoT) devices. These attacks are very common on the IoT eco-systems because they often serve as precursors to more sophisticated attack vectors. By analyzing attack vector traffic characteristics and IoT device responses, our dataset will aid to shed light on IoT eco-system vulnerabilities. A Raspberry Pi was utilized to launch the attacks, targetting the devices in a controlled environment and each attack lasted 50 minutes.
DOI: 10.15468/dl.8fh2rm
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptoxis dilatata (Conrad, 1835))",
 "StateProvince is West Virginia"
 ]
}

 The dataset includes 288 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002152-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w65948
title: Occurrence Download

description: A dataset containing 2265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus pulchella Desf."
 ]
}

 The dataset includes 2265 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002153-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5mp4w084
title: MassIVE MSV000096980 - Immunoglobulin A Carries Sulfated and O-acetylated N-glycans Primarily at the Tailpiece Site
title: A site-specific description of a recently discovered HexNAc-sulfated N-glycans of human immunoglobulin A (IgA) was still pending. Here we provide an in-depth N-glycoproteomic analysis of human serum IgA. This in-depth N-glycoproteomic analysis, developed by us, integrates a new strategy for identifying sulfated and other rare N-glycans in IgA. In our study, we implemented two strategies for identifying the new N-glycan compositions: screening for rare glycopeptides using oxonium marker ions and wildcard search to identify glycans holding a rare modification attached to peptides. The dataset provided here contains primarily IgA N-glycopeptides identified from technical quadruplicates of two commercial human serum IgA samples. A comparison of the N-glycosylation profiles of two commercial human serum IgA samples demonstrated that sulfated N-glycans are mainly present in the tailpiece site. Also, complex-type N-glycan compositions with O-acetylated sialic acid were identified in the tailpiece. Surprisingly, N-glycans bearing glucuronic acid were identified in the commercial IgA samples, but from peptides of contaminant glycoproteins.These N-glycans have not been included in previously published IgA micro-heterogeneity analyses. We expect that a broader micro-heterogeneity description of clinically relevant glycoproteins, such as IgA, can expand the screening for biomarkers or treatment options.
DOI: 10.15468/dl.v3bczy
title: Occurrence Download

description: A dataset containing 8479 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus robusta Sm."
 ]
}

 The dataset includes 8479 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002155-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p5ek4
title: Occurrence Download

description: A dataset listing the 18405 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium Hamburgense"
 ]
}

 The dataset's 18405 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012450-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vpbpd
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.18112 13.43066,-82.81888 13.43066,-82.81888 27.56934,-118.18112 27.56934,-118.18112 13.43066))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygyra couloni (Shuttleworth, 1852)"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012491-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54ch6q
title: Occurrence Download

description: A dataset containing 8452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Rhododendron maximum Hook., Rhododendron maximum L., Rhododendron maximum Thunb.)"
 ]
}

 The dataset includes 8452 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012492-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13983535
title: Datasets for "Templated Anisotropic Analyses of the LISA Galactic Foreground"

description: All simulated data and results (posterior samples, etc.) described in "Templated Anisotropic Analyses of the LISA Galactic Foreground" (Criswell+23, submitted to Phys. Rev. D)
DOI: 10.5281/zenodo.13983536
title: Datasets for "Templated Anisotropic Analyses of the LISA Galactic Foreground"

description: All simulated data and results (posterior samples, etc.) described in "Templated Anisotropic Analyses of the LISA Galactic Foreground" (Criswell+23, submitted to Phys. Rev. D)
DOI: 10.6073/pasta/819935a2f499612fcc6c749ce55920e4
title: June - December 2009 RTK survey of salt marsh plant ground elevations to assess the accuracy of a LIDAR-derived digital elevation model.

description: Real time kinematic (RTK) GPS survey of ground elevations for six plant species (Spartina alterniflora, Juncus roemerianus, Batis maritima, Distichlis spicata, Salicornia virginica and Borrichia frutescens) and two non-vegetated cover classes (salt pan and intertidal mud) was carried out from June to December 2009 to assess the accuracy of a LIDAR-derived digital elevation model. In total, 1389 ground control points (GCP) were collected for the Duplin River (Sapelo Island) and Blackbeard Creek (Blackbeard Island) salt marshes.
DOI: 10.15468/dl.w84g5a
title: Occurrence Download

description: A dataset containing 24836414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Canada, United Kingdom of Great Britain and Northern Ireland)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Turdus migratorius Linnaeus, 1766",
 "Year 1000-2024"
 ]
}

 The dataset includes 24836414 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012443-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14014173
title: Analysis of Critical Barriers to The Use of Websites in SMEs: Insights from SMEs Owners in Indonesia

description: The digitalization of technology encourages SMEs to widen the market. Nowadays, websites have become powerful tools for creating SMEs sustainability by engaging the customer. By using websites, SMEs are expected to increase their business credibility. The research problem is that many SME owners don't have websites because critical barriers that influence the intention of SMEs owners. This research aims to analyze the considerations of business owners before and after using websites to understand why SMEs still hesitate to use it. This research sample size uses a purposive sampling technique. It also uses quantitative methodology and data collection in the form of a Google Form survey, consisting of 218 valid data of 267 who are business owner respondents in JABODETABEK area in Indonesia. The data is processed using SmartPLS taken from March to June 2024. The research models used are TAM and TOE by analyzing seven variables: Security Concern, Perceived Usefulness, Organization Readiness, Complexity, Perceived Trust, Intention to Use, and Actual Usage.  There are seven hypothesis that are significant, namely Security Concern on Perceived Trust, Security Concern on Intention to Use, Perceived Usefulness on Intention to Use, Organization Readiness on Intention to Use, Complexity on Intention to Use, Perceived Trust on Actual Usage, and Intention to Use on Actual Usage. Further research is needed to evaluate this as an effective way to advance the technological digitalization of SMEs businesses in Indonesia.
DOI: 10.5281/zenodo.14014174
title: Analysis of Critical Barriers to The Use of Websites in SMEs: Insights from SMEs Owners in Indonesia

description: The digitalization of technology encourages SMEs to widen the market. Nowadays, websites have become powerful tools for creating SMEs sustainability by engaging the customer. By using websites, SMEs are expected to increase their business credibility. The research problem is that many SME owners don't have websites because critical barriers that influence the intention of SMEs owners. This research aims to analyze the considerations of business owners before and after using websites to understand why SMEs still hesitate to use it. This research sample size uses a purposive sampling technique. It also uses quantitative methodology and data collection in the form of a Google Form survey, consisting of 218 valid data of 267 who are business owner respondents in JABODETABEK area in Indonesia. The data is processed using SmartPLS taken from March to June 2024. The research models used are TAM and TOE by analyzing seven variables: Security Concern, Perceived Usefulness, Organization Readiness, Complexity, Perceived Trust, Intention to Use, and Actual Usage.  There are seven hypothesis that are significant, namely Security Concern on Perceived Trust, Security Concern on Intention to Use, Perceived Usefulness on Intention to Use, Organization Readiness on Intention to Use, Complexity on Intention to Use, Perceived Trust on Actual Usage, and Intention to Use on Actual Usage. Further research is needed to evaluate this as an effective way to advance the technological digitalization of SMEs businesses in Indonesia.
DOI: 10.15468/dl.8uy9br
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.18112 13.43066,-82.81888 13.43066,-82.81888 27.56934,-118.18112 27.56934,-118.18112 13.43066))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polygyra couloni (Shuttleworth, 1852)"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012494-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7u73ek
title: Occurrence Download

description: A dataset containing 6063334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Annelida"
 ]
}

 The dataset includes 6063334 records from 3219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012447-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgkyt3
title: Occurrence Download

description: A dataset containing 8922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spinus tristis (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 8922 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241888-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tpgwv
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eriocaulon schultzii Benth."
 ]
}

 The dataset includes 105 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009456-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.967xfw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea trollii R.Knuth"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155807-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd3j46
title: Occurrence Download

description: A dataset containing 17007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paeonia officinalis subsp. banatica (Rochel) Soó, Paeonia officinalis subsp. huthii Soldano, Paeonia officinalis subsp. microcarpa (Boiss. & Reut.) Nyman, Paeonia officinalis subsp. officinalis, Paeonia peregrina Mill., Paeonia tenuifolia L., Palimbia rediviva (Pall.) Thell., Paliurus spina-christi Mill., Pallenis maritima (L.) Greuter, Pallenis spinosa (L.) Cass.)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 17007 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070233-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fp3ap3
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manis crassicaudata É.Geoffroy Saint-Hilaire, 1803"
 ]
}

 The dataset includes 73 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233473-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5byn3d
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Leptobrachella pluvialis (Ohler, Marquis, Swan & Grosjean, 2000)"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020831-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq4fxa
title: Occurrence Download

description: A dataset containing 4863 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encephalartos Lehm."
 ]
}

 The dataset includes 4863 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009456-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbitno
title: Occurrence Download

description: A dataset containing 1757 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deppea Schltdl. & Cham."
 ]
}

 The dataset includes 1757 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002924-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y558ur
title: Occurrence Download

description: A dataset containing 1050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium microspicatum Nakai",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 1050 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009795-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.