cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rv582kdn8t
title: the relationship between safety culture and organizational climate: a study on airport employees

description: The primary aim of this study is to examine whether a positive organizational climate within airport environments influences the development and perception of safety culture. Specifically, the research targets ground-handling operations, an area increasingly associated with operational disruptions and safety concerns. A quantitative research design was adopted for this study. Data were collected from 411 employees working at Istanbul Airport and Sabiha Gökçen Airport through convenience sampling. Participants completed demographic forms, an organizational climate scale, and a safety performance scale. Using SPSS 17, analyses including confirmatory factor analysis, descriptive statistics, correlation, regression, t-test, and ANOVA were performed. The results show that organizational climate has a significant positive effect on safety culture. Organizational climate explains 27.4% of the variance in safety culture. In addition, demographic variables such as age, education, and professional experience also influenced perceptions of safety culture. In particular, it was found that pilots had higher perceptions of safety culture compared to other occupational groups. The results of this study provide value to policymakers and practitioners by demonstrating how organizational climate assessments can guide the design and implementation of effective health and safety strategies. By statistically analyzing the strength and significance of this relationship, the study aims to provide a data-driven foundation for developing safer and more efficient operational frameworks in aviation.
DOI: 10.17632/rv582kdn8t.1
title: the relationship between safety culture and organizational climate: a study on airport employees

description: The primary aim of this study is to examine whether a positive organizational climate within airport environments influences the development and perception of safety culture. Specifically, the research targets ground-handling operations, an area increasingly associated with operational disruptions and safety concerns. A quantitative research design was adopted for this study. Data were collected from 411 employees working at Istanbul Airport and Sabiha Gökçen Airport through convenience sampling. Participants completed demographic forms, an organizational climate scale, and a safety performance scale. Using SPSS 17, analyses including confirmatory factor analysis, descriptive statistics, correlation, regression, t-test, and ANOVA were performed. The results show that organizational climate has a significant positive effect on safety culture. Organizational climate explains 27.4% of the variance in safety culture. In addition, demographic variables such as age, education, and professional experience also influenced perceptions of safety culture. In particular, it was found that pilots had higher perceptions of safety culture compared to other occupational groups. The results of this study provide value to policymakers and practitioners by demonstrating how organizational climate assessments can guide the design and implementation of effective health and safety strategies. By statistically analyzing the strength and significance of this relationship, the study aims to provide a data-driven foundation for developing safer and more efficient operational frameworks in aviation.
DOI: 10.17632/krntcjdmh8
title: Assessment of burnout, studyholism, and life satisfaction relationship in college students: A mediation model

description: The presence of mental health risk factors may result in long-term consequences. Studyholism, an emerging condition characterized by excessive overstudying, was investigated in this cross-sectional study using multiple questionnaires to assess studyholism, satisfaction with life, and burnout among 1,355 participants. The results showed that women reported higher levels of exhaustion, studyholism, and study engagement compared to men. The mediation analysis demonstrated that burnout partially mediated the relationship between studyholism and life satisfaction. Pearson’s correlation analysis identified a positive association between studyholism, study engagement, and burnout, as well as a negative association between life satisfaction, studyholism, and study engagement. These findings contribute to a deeper understanding of the complex nature of mental health.
DOI: 10.17632/krntcjdmh8.2
title: Assessment of burnout, studyholism, and life satisfaction relationship in college students: A mediation model

description: The presence of mental health risk factors may result in long-term consequences. Studyholism, an emerging condition characterized by excessive overstudying, was investigated in this cross-sectional study using multiple questionnaires to assess studyholism, satisfaction with life, and burnout among 1,355 participants. The results showed that women reported higher levels of exhaustion, studyholism, and study engagement compared to men. The mediation analysis demonstrated that burnout partially mediated the relationship between studyholism and life satisfaction. Pearson’s correlation analysis identified a positive association between studyholism, study engagement, and burnout, as well as a negative association between life satisfaction, studyholism, and study engagement. These findings contribute to a deeper understanding of the complex nature of mental health.
DOI: 10.17632/jxybn3cc5h
title: The Sunk Cost Fallacy in Professional Football: An Empirical Analysis of the Premier League

description: Data and code for "The Sunk Cost Fallacy in Professional Football: An Empirical Analysis of the Premier League"
DOI: 10.17632/jxybn3cc5h.1
title: The Sunk Cost Fallacy in Professional Football: An Empirical Analysis of the Premier League

description: Data and code for "The Sunk Cost Fallacy in Professional Football: An Empirical Analysis of the Premier League"
DOI: 10.17632/c8wkdtmpjj
title: Enhanced Skin Lesion Dataset for Classification Tasks

description: The Skin2025 dataset was created using skin lesion images from the ISIC Archive. It includes two main classes: benign and malignant, each containing 10,000 images. Several preprocessing steps were applied to improve image quality without removing any samples. Hair artifacts were removed using a black-hat morphological operation and inpainting. CLAHE was used to enhance local contrast, and a bilateral filter reduced noise while keeping edges clear. Finally, automatic white balance correction based on the Gray World method made the colors look natural. The dataset was divided into training, validation, and testing sets. Skin2025 offers a clean and balanced collection of dermoscopic images to support skin lesion classification research.
DOI: 10.17632/c8wkdtmpjj.3
title: Enhanced Skin Lesion Dataset for Classification Tasks

description: The Skin2025 dataset was created using skin lesion images from the ISIC Archive. It includes two main classes: benign and malignant, each containing 10,000 images. Several preprocessing steps were applied to improve image quality without removing any samples. Hair artifacts were removed using a black-hat morphological operation and inpainting. CLAHE was used to enhance local contrast, and a bilateral filter reduced noise while keeping edges clear. Finally, automatic white balance correction based on the Gray World method made the colors look natural. The dataset was divided into training, validation, and testing sets. Skin2025 offers a clean and balanced collection of dermoscopic images to support skin lesion classification research.
DOI: 10.5281/zenodo.18247885
title: Baccharis squarrosa Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18247886
title: Baccharis squarrosa Baker. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.17632/wc48j3hn7w
title: SFR-M Flow Token Dataset and Embeddings (ISCX VPN-nonVPN)

description: This dataset contains flow-level representations derived from encrypted and non-encrypted network traffic, constructed according to the Symbolic Flow Representation based on the First-M packets (SFR-M) methodology. The data are based on the ISCX VPN-nonVPN traffic collection and include bidirectional flows generated from the first four packets per direction of each flow. For each packet, the first 64 bytes of the payload are extracted and converted into symbolic token sequences using two tokenization granularities (b=2 and b=8). The resulting flow-token datasets are provided in Parquet format, enabling efficient storage and scalable analysis.

In addition to the tokenized flow datasets, this collection also includes the corresponding embedding datasets generated from the symbolic tokens using a transformer-based sentence embedding model. Each flow is represented by a fixed-dimensional embedding obtained through packet-level encoding and flow-level aggregation, preserving directional information while avoiding explicit temporal features. The datasets support research on early traffic classification, VPN detection, and application-level traffic analysis, and are intended to facilitate reproducibility, benchmarking, and further studies on flow-based representations for encrypted network traffic.
DOI: 10.17632/wc48j3hn7w.1
title: SFR-M Flow Token Dataset and Embeddings (ISCX VPN-nonVPN)

description: This dataset contains flow-level representations derived from encrypted and non-encrypted network traffic, constructed according to the Symbolic Flow Representation based on the First-M packets (SFR-M) methodology. The data are based on the ISCX VPN-nonVPN traffic collection and include bidirectional flows generated from the first four packets per direction of each flow. For each packet, the first 64 bytes of the payload are extracted and converted into symbolic token sequences using two tokenization granularities (b=2 and b=8). The resulting flow-token datasets are provided in Parquet format, enabling efficient storage and scalable analysis.

In addition to the tokenized flow datasets, this collection also includes the corresponding embedding datasets generated from the symbolic tokens using a transformer-based sentence embedding model. Each flow is represented by a fixed-dimensional embedding obtained through packet-level encoding and flow-level aggregation, preserving directional information while avoiding explicit temporal features. The datasets support research on early traffic classification, VPN detection, and application-level traffic analysis, and are intended to facilitate reproducibility, benchmarking, and further studies on flow-based representations for encrypted network traffic.
DOI: 10.17632/sb66pshjtz
title: Surface-topography-guided locomotion of magnetic microbots enabled by vision-based adaptive control

description: Dataset for "Surface-topography-guided locomotion of magnetic microbots enabled by vision-based adaptive control" research article.
DOI: 10.17632/sb66pshjtz.1
title: Surface-topography-guided locomotion of magnetic microbots enabled by vision-based adaptive control

description: Dataset for "Surface-topography-guided locomotion of magnetic microbots enabled by vision-based adaptive control" research article.
DOI: 10.18738/t8/b4ht9m
title: Thalamus ChRmine data

description: Song data from Trusel et al., Nature 2025, Thalamus ChRmine data
DOI: 10.17632/d28czbg6bb
title: Regional Bank Concentration

description: This is the dataset and code for the paper: "Banking Concentration's Impact on Regional Economic Growth in Emerging Markets", by Patricio Aroca, Maria Paz Terraza-Ahumada and Juan Luiz Quiroz.
DOI: 10.17632/d28czbg6bb.1
title: Regional Bank Concentration

description: This is the dataset and code for the paper: "Banking Concentration's Impact on Regional Economic Growth in Emerging Markets", by Patricio Aroca, Maria Paz Terraza-Ahumada and Juan Luiz Quiroz.
DOI: 10.17632/p236y46tcc
title: Dataset for publication
DOI: 10.17632/p236y46tcc.1
title: Dataset for publication
DOI: 10.17632/cx5cczftby
title: ALS mutations disrupt self-association between the Ubiquilin STI1 hydrophobic groove and internal placeholder sequences

description: Data set for the manuscript "ALS mutations disrupt self-association between the Ubiquilin STI1 hydrophobic groove and internal placeholder sequences"
DOI: 10.17632/cx5cczftby.1
title: ALS mutations disrupt self-association between the Ubiquilin STI1 hydrophobic groove and internal placeholder sequences

description: Data set for the manuscript "ALS mutations disrupt self-association between the Ubiquilin STI1 hydrophobic groove and internal placeholder sequences"
DOI: 10.3886/e244148
title: DQS Delay or nonreceipt of needed medical care, prescription drugs, or dental care during the past 12 months due to cost: United States(Archived)

description: This topic is no longer available in the NCHS Data Query System (DQS). Data on delay or nonreceipt of needed medical care, nonreceipt of needed prescription drugs, or nonreceipt of needed dental care during the past 12 months due to cost, in the United States, by selected population characteristics. Data from Health, United States. SOURCE: National Center for Health Statistics, National Health Interview Survey.
Search, visualize, and download these and other estimates from over 120 health topics with the NCHS Data Query System (DQS), available from: https://www.cdc.gov/nchs/dataquery/index.htm.
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description: (Downloaded 1/14/2026)
DOI: 10.3886/e244148v1
title: DQS Delay or nonreceipt of needed medical care, prescription drugs, or dental care during the past 12 months due to cost: United States(Archived)

description: This topic is no longer available in the NCHS Data Query System (DQS). Data on delay or nonreceipt of needed medical care, nonreceipt of needed prescription drugs, or nonreceipt of needed dental care during the past 12 months due to cost, in the United States, by selected population characteristics. Data from Health, United States. SOURCE: National Center for Health Statistics, National Health Interview Survey.
Search, visualize, and download these and other estimates from over 120 health topics with the NCHS Data Query System (DQS), available from: https://www.cdc.gov/nchs/dataquery/index.htm.
Read less
description: (Downloaded 1/14/2026)
DOI: 10.15468/dl.gf22n6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.37.4_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009511-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9sfwq
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glomopsis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 151 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037821-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yw9ruf
title: Occurrence Download

description: A dataset containing 1080930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.35.5_1"
 ]
}

 The dataset includes 1080930 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037813-251025141854904/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/13756135
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jzxq5r
title: Occurrence Download

description: A dataset containing 1699 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eocronartium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1699 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037822-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17619239
title: Research Data and SmartPLS Outputs for the Study on "A Conceptual Model for Enhancing Job Motivation in the Iranian Public Sector: Insights from the Fars Province Tax Administration"

description: This repository contains the survey dataset (Q1–Q59) and all SmartPLS 4 analytical outputs used in the study. The materials include the final processed dataset used for PLS-SEM analysis, the complete results from the PLS Algorithm, and the full bootstrapping outputs (path coefficients, t-values, p-values, indirect effects, confidence intervals, and reliability and validity statistics). These files are provided to ensure full transparency, reproducibility, and verification of the findings reported in the manuscript.
DOI: 10.5281/zenodo.17619240
title: Research Data and SmartPLS Outputs for the Study on "A Conceptual Model for Enhancing Job Motivation in the Iranian Public Sector: Insights from the Fars Province Tax Administration"

description: This repository contains the survey dataset (Q1–Q59) and all SmartPLS 4 analytical outputs used in the study. The materials include the final processed dataset used for PLS-SEM analysis, the complete results from the PLS Algorithm, and the full bootstrapping outputs (path coefficients, t-values, p-values, indirect effects, confidence intervals, and reliability and validity statistics). These files are provided to ensure full transparency, reproducibility, and verification of the findings reported in the manuscript.
DOI: 10.6084/m9.figshare.30631115
title: <b>Porous </b><b>g</b><b>raphene </b><b>f</b><b>ilms-</b><b>e</b><b>nabled </b><b>m</b><b>ass </b><b>s</b><b>pectrometry </b><b>i</b><b>maging </b><b>r</b><b>eveals </b><b>m</b><b>etabolic </b><b>a</b><b>symmetry in </b><b>m</b><b>ice after </b><b>s</b><b>ingle-</b><b>d</b><b>ose </b><b>e</b><b>thanol </b><b>i</b><b>ntoxication</b>

description: We introduce laser-induced graphene (LIG) as an innovative substrate for laser desorption/ionization mass spectrometry imaging (LDI-MSI). The three-dimensional porous structure of LIG facilitates efficient ultraviolet laser energy absorption, thereby improving desorption/ionization efficiency while conserving laser energy and enables the trapping of analytes, thereby enhancing sensitivity. The LIG substrate exhibits little background interference and favorable signal homogeneityand achieves 3-μm spatial resolution in MSI without requiring matrix spraying, realizing a significantly simplified MSI procedure. Using LDI-MSI with a LIG substrate, we revealed spatial metabolic asymmetry in nine lipid species in the brains of mice after single-dose ethanol intoxication, accompanied by pronounced temporal dynamics. The brain lipid distribution displayed dynamic laterality shifts, with the left side showing significantly lower levels of nine lipid species compared to the right at 30 min, near-bilateral equilibration by 4 h, andthe left side showing higher levels than the right side at 24 h.<br><br><br><br><br><br>
DOI: 10.6084/m9.figshare.30631115.v2
title: <b>Porous </b><b>g</b><b>raphene </b><b>f</b><b>ilms-</b><b>e</b><b>nabled </b><b>m</b><b>ass </b><b>s</b><b>pectrometry </b><b>i</b><b>maging </b><b>r</b><b>eveals </b><b>m</b><b>etabolic </b><b>a</b><b>symmetry in </b><b>m</b><b>ice after </b><b>s</b><b>ingle-</b><b>d</b><b>ose </b><b>e</b><b>thanol </b><b>i</b><b>ntoxication</b>

description: We introduce laser-induced graphene (LIG) as an innovative substrate for laser desorption/ionization mass spectrometry imaging (LDI-MSI). The three-dimensional porous structure of LIG facilitates efficient ultraviolet laser energy absorption, thereby improving desorption/ionization efficiency while conserving laser energy and enables the trapping of analytes, thereby enhancing sensitivity. The LIG substrate exhibits little background interference and favorable signal homogeneityand achieves 3-μm spatial resolution in MSI without requiring matrix spraying, realizing a significantly simplified MSI procedure. Using LDI-MSI with a LIG substrate, we revealed spatial metabolic asymmetry in nine lipid species in the brains of mice after single-dose ethanol intoxication, accompanied by pronounced temporal dynamics. The brain lipid distribution displayed dynamic laterality shifts, with the left side showing significantly lower levels of nine lipid species compared to the right at 30 min, near-bilateral equilibration by 4 h, andthe left side showing higher levels than the right side at 24 h.<br><br><br><br><br><br>
DOI: 10.6084/m9.figshare.30631115.v1
title: skjdfhkljsabksjvbdjd

description: graphenen sjhxksskn sdkfgkasjhdclsljdcjn ccjscnkjcc35346dcjbjkhdbczdhjbjxvklkvbkjzdbnckjzlbvkzljbvlkjzbdvknbvkzbdkzbvkdbvzknbvknbkzlbkjblzkjdfvbljhdlahljlajvbljkbaldnavlkjbcjakl<br><br><br><br><br><br><br><br>
DOI: 10.6084/m9.figshare.30631226
title: Data Set for Nutrition and Cancer

description: Gastric cancer <br>
DOI: 10.6084/m9.figshare.30631226.v1
title: Data Set for Nutrition and Cancer

description: Gastric cancer <br>
DOI: 10.5281/zenodo.17623841
title: Data - Investigating the Influence of ENSO events on Locustana pardalina (brown Locust) Temporal Dynamics using Environmental Variables and Machine Learning Algorithms

description: Dataset associated to the manuscript: "Investigating the Influence of ENSO events on Locustana pardalina (brown Locust) Temporal Dynamics using Environmental Variables and Machine Learning Algorithms".
DOI: 10.5281/zenodo.17623842
title: Data - Investigating the Influence of ENSO events on Locustana pardalina (brown Locust) Temporal Dynamics using Environmental Variables and Machine Learning Algorithms

description: Dataset associated to the manuscript: "Investigating the Influence of ENSO events on Locustana pardalina (brown Locust) Temporal Dynamics using Environmental Variables and Machine Learning Algorithms".
DOI: 10.15468/dl.dtytu6
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corbicula fluminea"
 ]
}

 The dataset includes 352 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037823-251025141854904/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/13756157
title: Antutu Benchmark
DOI: 10.15468/dl.2th2ud
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycarpa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037824-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.