cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xn72bxgg2v
title: Navigating Leadership Styles in Healthcare: A Scoping Review

description: Background: Leadership style significantly influences hospital staff performance, which in turn impacts overall hospital efficiency. Identifying the most effective leadership approach is therefore critical to organizational success in healthcare settings.
Objective: This scoping review aims to identify the most suitable leadership style(s) for the healthcare environment.
Methods: A scoping review was conducted between January and September 2024 using databases such as PubMed and Google Scholar. Inclusion criteria included English-language articles published between 2013 and 2023, with open access availability. After applying these parameters, 20 relevant articles were selected and analysed in tabular format.
Results: The review found that democratic, transformational, and transactional leadership styles have the most significant positive impact on hospital staff. A blended approach incorporating these styles was shown to enhance staff morale and engagement.
Conclusion: No single leadership style emerged as universally ideal in healthcare. Instead, a mixed leadership approach that integrates elements of democratic, transformational, and transactional styles appears to be most effective. Such a strategy promotes staff satisfaction and motivation, ultimately supporting the achievement of organizational goals.
DOI: 10.17632/xn72bxgg2v.1
title: Navigating Leadership Styles in Healthcare: A Scoping Review

description: Background: Leadership style significantly influences hospital staff performance, which in turn impacts overall hospital efficiency. Identifying the most effective leadership approach is therefore critical to organizational success in healthcare settings.
Objective: This scoping review aims to identify the most suitable leadership style(s) for the healthcare environment.
Methods: A scoping review was conducted between January and September 2024 using databases such as PubMed and Google Scholar. Inclusion criteria included English-language articles published between 2013 and 2023, with open access availability. After applying these parameters, 20 relevant articles were selected and analysed in tabular format.
Results: The review found that democratic, transformational, and transactional leadership styles have the most significant positive impact on hospital staff. A blended approach incorporating these styles was shown to enhance staff morale and engagement.
Conclusion: No single leadership style emerged as universally ideal in healthcare. Instead, a mixed leadership approach that integrates elements of democratic, transformational, and transactional styles appears to be most effective. Such a strategy promotes staff satisfaction and motivation, ultimately supporting the achievement of organizational goals.
DOI: 10.17632/nhd9rccx56
title: Partitioning of Nb and Ta between rutile and carbonatitic melts: Implications for Nb/Ta Fractionation at Subduction Zones

description: This data contain all supplemantry materials associated with the manuscript: Partitioning of Nb and Ta between rutile and carbonatitic melts: Implications for Nb/Ta Fractionation at Subduction Zones.
DOI: 10.17632/nhd9rccx56.1
title: Partitioning of Nb and Ta between rutile and carbonatitic melts: Implications for Nb/Ta Fractionation at Subduction Zones

description: This data contain all supplemantry materials associated with the manuscript: Partitioning of Nb and Ta between rutile and carbonatitic melts: Implications for Nb/Ta Fractionation at Subduction Zones.
DOI: 10.17632/x5pyytppsn
title: Simulation and modelling of an argon age spectrum from a biotite in the Yilgarn Craton immediately adjacent to the Albany Fraser complex, Western Australia

description: Datafiles for a paper published in the Journal of Structural Geology in 2025 entitled "Simulation and modelling of an argon age spectrum from biotite in the Yilgarn Craton immediately adjacent to the Albany–Fraser Orogen, Western Australia" by Gordon Lister, Marnie Forster, Laura Morrissey, Raphael Quentin de Gromard and David Kelsey. The supplement data is from a standard lab report on the measured argon data. URL #1 is output from the data reduction program in a form that can be assimilated by the eArgon program (available from the MacOS AppStore). URL #2t is an eArgon document file that can be double-clicked on MacOS systems to launch the eArgon program pre-loaded with the relevant data, allowing the user the same functionality as reported here. The remaining four datasets are MacArgon documents, which can be double-clicked to observe modelling of the observed age spectrum.
DOI: 10.17632/x5pyytppsn.1
title: Simulation and modelling of an argon age spectrum from a biotite in the Yilgarn Craton immediately adjacent to the Albany Fraser complex, Western Australia

description: Datafiles for a paper published in the Journal of Structural Geology in 2025 entitled "Simulation and modelling of an argon age spectrum from biotite in the Yilgarn Craton immediately adjacent to the Albany–Fraser Orogen, Western Australia" by Gordon Lister, Marnie Forster, Laura Morrissey, Raphael Quentin de Gromard and David Kelsey. The supplement data is from a standard lab report on the measured argon data. URL #1 is output from the data reduction program in a form that can be assimilated by the eArgon program (available from the MacOS AppStore). URL #2t is an eArgon document file that can be double-clicked on MacOS systems to launch the eArgon program pre-loaded with the relevant data, allowing the user the same functionality as reported here. The remaining four datasets are MacArgon documents, which can be double-clicked to observe modelling of the observed age spectrum.
DOI: 10.17632/rh3fy75zdv.1
title: Multi-channel Wireless EEG Recordings of Young Adults for Anxiety Screening based on GAD-7

description: The EEG was recorded using a wireless EMOTIV EPOC+ headset (with 14 channels and a sampling rate of 128 Hz) from 38 young adults (aged between 18 and 25 years, 15 male and 16 female). Before EEG acquisition, after taking participant consent, a self-reported survey following the GAD-7 questionnaire was filled out by the participants to find the ground truth for screening anxiety. There were 23 participants found to have GAD-7 scores more than or equal to 15 classified as Anxiety (labelled as ASub1-ASub23), while 15 participants had GAD-7 scores less than or equal to 4 classified as Anxiety Control subjects (labelled as ACSub1-ACSub15). Each recording was 5 minutes long for each participant. The 14 EEG channels are placed according to the International 10-20 electrode montage system: eight frontal electrodes (AF3, F3, F7, FC5, AF4, F4, F8 and FC6), two temporal electrodes (T7 and T8), two parietal electrodes (P7 and P8), two occipital electrodes (O1 and O2), and two reference channels (P3 and P4). The dataset has .mat file extension (can be opened by MATLAB software). Each file has a data size of 38,400 x 14, where each column denotes channel number and each row denotes sample number. Since each recording is 5 minutes long (300 seconds), each channel has 38,400 samples, which is equivalent to 300 seconds (sampling rate of 128 Hz). 

The ethical approval through the Institutional Review Board (IRB) of the Independent University, Bangladesh (IUB) was taken prior to the experiment. All the participants were students of IUB, whose EEG recordings were conducted at the Biomedical Instrumentation and Signal Processing Lab (BISPL) of the Department of Electrical and Electronic Engineering (EEE), IUB.
DOI: 10.17632/rh3fy75zdv
title: Multi-channel Wireless EEG Recordings of Young Adults for Anxiety Screening based on GAD-7

description: The EEG was recorded using a wireless EMOTIV EPOC+ headset (with 14 channels and a sampling rate of 128 Hz) from 38 young adults (aged between 18 and 25 years). Before EEG acquisition, after taking participant consent, a self-reported survey following the GAD-7 questionnaire was filled out by the participants to find the ground truth for screening anxiety. There were 23 participants found to have GAD-7 scores more than or equal to 15 classified as Anxiety (labelled as ASub1-ASub23), while 15 participants had GAD-7 scores less than or equal to 4 classified as Anxiety Control subjects (labelled as ACSub1-ACSub15). Each recording was 5 minutes long for each participant. The 14 EEG channels are placed according to the International 10-20 electrode montage system: eight frontal electrodes (AF3, F3, F7, FC5, AF4, F4, F8 and FC6), two temporal electrodes (T7 and T8), two parietal electrodes (P7 and P8), two occipital electrodes (O1 and O2), and two reference channels (P3 and P4). The dataset has .mat file extension (can be opened by MATLAB software). Each file has a data size of 38,400 x 14, where each column denotes channel number and each row denotes sample number. Since each recording is 5 minutes long (300 seconds), each channel has 38,400 samples, which is equivalent to 300 seconds (sampling rate of 128 Hz). 

The ethical approval through the Institutional Review Board (IRB) of the Independent University, Bangladesh (IUB) was taken prior to the experiment. All the participants were students of IUB, whose EEG recordings were conducted at the Biomedical Instrumentation and Signal Processing Lab (BISPL) of the Department of Electrical and Electronic Engineering (EEE), IUB.
DOI: 10.17632/rh3fy75zdv.2
title: Multi-channel Wireless EEG Recordings of Young Adults for Anxiety Screening based on GAD-7

description: The EEG was recorded using a wireless EMOTIV EPOC+ headset (with 14 channels and a sampling rate of 128 Hz) from 38 young adults (aged between 18 and 25 years). Before EEG acquisition, after taking participant consent, a self-reported survey following the GAD-7 questionnaire was filled out by the participants to find the ground truth for screening anxiety. There were 23 participants found to have GAD-7 scores more than or equal to 15 classified as Anxiety (labelled as ASub1-ASub23), while 15 participants had GAD-7 scores less than or equal to 4 classified as Anxiety Control subjects (labelled as ACSub1-ACSub15). Each recording was 5 minutes long for each participant. The 14 EEG channels are placed according to the International 10-20 electrode montage system: eight frontal electrodes (AF3, F3, F7, FC5, AF4, F4, F8 and FC6), two temporal electrodes (T7 and T8), two parietal electrodes (P7 and P8), two occipital electrodes (O1 and O2), and two reference channels (P3 and P4). The dataset has .mat file extension (can be opened by MATLAB software). Each file has a data size of 38,400 x 14, where each column denotes channel number and each row denotes sample number. Since each recording is 5 minutes long (300 seconds), each channel has 38,400 samples, which is equivalent to 300 seconds (sampling rate of 128 Hz). 

The ethical approval through the Institutional Review Board (IRB) of the Independent University, Bangladesh (IUB) was taken prior to the experiment. All the participants were students of IUB, whose EEG recordings were conducted at the Biomedical Instrumentation and Signal Processing Lab (BISPL) of the Department of Electrical and Electronic Engineering (EEE), IUB.
DOI: 10.5281/zenodo.16911352
title: 3D Model of Submerged Bald Cypress Stump, Sozopol Bay (Black Sea, Bulgaria). Object name: Small crater.

description: This dataset contains a high-resolution 3D photogrammetry model of a submerged Taxodium distichum (bald cypress) stump, located in Sozopol Bay, Black Sea, Bulgaria. The model was created using underwater photography (GoPro HERO10 Black) and processed in Agisoft Metashape.

The dataset is part of the study of the “Submerged Petrified Forest” phenomenon in Sozopol Bay, focusing on underwater geomorphology, benthic habitats, and marine biofouling communities.
DOI: 10.5281/zenodo.16907854
title: Data for a publication - Measuring Device for More Precise Mistuning Identification of Integrated Bladed Discs

description: In integrated turbine wheel designs, small deviations, known as mistuning, often occur in the modal properties of individual blades due to manufacturing tolerances and material inhomogeneity. During operation, this mistuning can cause some rotor blades to be subjected to significantly higher loads than predicted for an ideal rotor. The degree of rotor mistuning can only be determined using methods of experimental modal analysis. However, the manual use of the modal hammer cannot ensure precise repeatability of the force impulse’s location and timing, leading to inaccuracies. This article introduces a mechanism that replaces manual modal hammer operations, guaranteeing consistent impact location and timing while eliminating double strikes. The device was verified on bladed discs of various sizes, and its usability is demonstrated in this article on a turbine wheel of a marine engine turbocharger. The developed mechanism automates modal hammer strikes, ensuring precisely repeatable force courses and positioning for each impact. This automation reduces the measurement time and significantly improves the accuracy. The results of this research showed that even with careful manual operation of the modal hammer by an experienced operator, statistically significant differences arise in the repeated measurements of a bladed disc mistuning, whereas with the use of the presented measuring device, the results of the repeated measurements are practically identical.
DOI: 10.5281/zenodo.16907855
title: Data for a publication - Measuring Device for More Precise Mistuning Identification of Integrated Bladed Discs

description: In integrated turbine wheel designs, small deviations, known as mistuning, often occur in the modal properties of individual blades due to manufacturing tolerances and material inhomogeneity. During operation, this mistuning can cause some rotor blades to be subjected to significantly higher loads than predicted for an ideal rotor. The degree of rotor mistuning can only be determined using methods of experimental modal analysis. However, the manual use of the modal hammer cannot ensure precise repeatability of the force impulse’s location and timing, leading to inaccuracies. This article introduces a mechanism that replaces manual modal hammer operations, guaranteeing consistent impact location and timing while eliminating double strikes. The device was verified on bladed discs of various sizes, and its usability is demonstrated in this article on a turbine wheel of a marine engine turbocharger. The developed mechanism automates modal hammer strikes, ensuring precisely repeatable force courses and positioning for each impact. This automation reduces the measurement time and significantly improves the accuracy. The results of this research showed that even with careful manual operation of the modal hammer by an experienced operator, statistically significant differences arise in the repeated measurements of a bladed disc mistuning, whereas with the use of the presented measuring device, the results of the repeated measurements are practically identical.
DOI: 10.7910/dvn/hw0fu9
title: Supplementary material for Sarah G. Phillips and Daniel J. Tower, "Knowing What Not to Know About Islamic State: Terrorism Studies and Public Secrecy," International Security, Vol. 50, No. 1 (Summer 2025), pp. 9–45, https://doi.org/10.1162/ISEC.a.4.

description: Supplementary material for Sarah G. Phillips and Daniel J. Tower, "Knowing What Not to Know About Islamic State: Terrorism Studies and Public Secrecy," International Security, Vol. 50, No. 1 (Summer 2025), pp. 9–45, https://doi.org/10.1162/ISEC.a.4.
DOI: 10.15468/dl.kvdxr5
title: Occurrence Download

description: A dataset containing 5096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium laevigatum, Hieracium laevigatum, Hieracium laevigatum, Hieracium laevigatum, Hieracium laevigatum, Hieracium rigidum, Hieracium rigidum, Hieracium rigidum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 5096 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008236-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18462749
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Johann Maria Hildebrandt, http://www.wikidata.org/entity/Q75765. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q75765
DOI: 10.5281/zenodo.8106345
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Johann Maria Hildebrandt, http://www.wikidata.org/entity/Q75765. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q75765
DOI: 10.15468/dl.sw8k9u
title: Occurrence Download

description: A dataset containing 31837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium murorum, Hieracium murorum, Hieracium murorum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum, Hieracium sylvaticum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 31837 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008237-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvupzr
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleroma wurdackianum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 19 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008239-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14713053
title: Contents_Gynura_Cusimbua
DOI: 10.5281/zenodo.18453164
title: The effectiveness of outbreak response measures for pathogens of different characteristics

description: This is the model code and data used to generate results for the paper "The effectiveness of outbreak response measures for pathogens of different characteristics". Both files will need to be unzipped, and results file moved to within the coding directory.
DOI: 10.5281/zenodo.18453165
title: The effectiveness of outbreak response measures for pathogens of different characteristics

description: This is the model code and data used to generate results for the paper "The effectiveness of outbreak response measures for pathogens of different characteristics". Both files will need to be unzipped, and results file moved to within the coding directory.
DOI: 10.15468/dl.3s5kdp
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plethiandra robusta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 62 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008243-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d685t5
title: Occurrence Download

description: A dataset containing 42905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium pilosella, Pilosella officinarum, Pilosella officinarum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 42905 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008240-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5bmcc
title: Occurrence Download

description: A dataset containing 8572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium umbellatum, Hieracium umbellatum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 8572 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008241-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18462773
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Alvan Wentworth Chapman, http://www.wikidata.org/entity/Q448279. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q448279
DOI: 10.15468/dl.8mpku8
title: Occurrence Download

description: A dataset containing 1238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Hungary, Belgium, Italy, Germany, Korea, Republic of, Austria, Slovenia, Russian Federation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes koreicus"
 ]
}

 The dataset includes 1238 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008244-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uw2qyt
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium valdepilosum, Hieracium valdepilosum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 323 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008245-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.