cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/j7gvncsrtk.1
title: The Role of Organizational Culture and Digital Leadership in Enhancing Employee Development Skills During Digital Transformation: Mediating Role of Technology Readiness

description: This study investigates the relationships between Digital Leadership, Organizational Culture, Technology Readiness, and Employee Development Skills within organizational settings. Using Partial Least Squares Structural Equation Modeling (PLS-SEM), data were analyzed to evaluate both the measurement and structural models. The results highlight Technology Readiness as a critical mediator, linking leadership and cultural factors to employee skill development. Organizational Culture demonstrated a strong influence on Technology Readiness, while Digital Leadership had a moderate effect. The findings offer theoretical contributions by advancing the understanding of leadership and cultural frameworks in fostering technological adaptation. Practical implications include the need for organizations to prioritize innovation-driven cultures and visionary leadership to enhance employee readiness and skills. This research provides actionable insights for organizational leaders while opening avenues for future exploration of additional mediators and contextual applications.
DOI: 10.15468/dl.v8gyk2
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is RIO GRaNdE dO SUL",
 "TaxonKey is Circus cinereus Vieillot, 1816"
 ]
}

 The dataset includes 464 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000839-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ww83r63rtr.1
title: Good and bad classification of Fresh CARROT

description: Dataset Description: Carrot (Daucus carota) Classification

1. Overview

This dataset consists of images of good and bad carrots collected for classification purposes. The dataset aims to support machine learning models in distinguishing between high-quality (good) and defective (bad) carrots based on visual attributes.

2. Data Collection Method

Sample Size: Over 500 carrots (both good and bad).

Imaging Device: Realme 11x mobile camera.

Lighting Condition: Natural daylight.

Background: Black, ensuring clear contrast between the carrot and its surroundings.

Image Orientation: Carrots placed in a consistent manner to maintain uniformity across the dataset.


3. Classification Criteria

Good Carrots:

Smooth and firm surface.

Uniform color (bright orange without discoloration).

No visible cracks, mold, or deformities.

Proper shape (not overly twisted or misshapen).


Bad Carrots:

Surface irregularities (cracks, bruises, or mold).

Discoloration (dark spots, pale or green patches).

Deformed or forked shapes.

Signs of wilting or shriveling.



4. Potential Applications

Machine learning-based quality control in agriculture and food industries.

Automated sorting of carrots in packaging units.

Research on visual classification techniques in agricultural produce.


Would you like me to include additional details, such as image resolution or preprocessing techniques
DOI: 10.17632/j5fbf9wy46.1
title: Postural Risks Associated with Tablet Use When Studying Among College of Rehabilitation Sciences Students: Dataset

description: This study aimed to assess and observe the postural risks stemming from tablet use for studying within the UST-CRS student population. The results revealed that the average RULA score of the 77 participants was 5, meaning that their posture needs further investigation and must be changed soon. In terms of variability, the Neck, Trunk, & Leg score showed the highest deviation. It was also evident that arm and wrist postures, as well as trunk positioning, were linked to higher ergonomic risk, potentially causing musculoskeletal pain.
DOI: 10.5281/zenodo.14146654
title: Transcriptomic neuron types vary topographically in function and morphology. Shainer*, Kappel* et al.

description: Data files and analysis code for Shainer, Kappel et al. are provided. Each zip file includes the relevant data, R or Python code, and session/environment information necessary to reproduce the manuscript's results and figures.
DOI: 10.5281/zenodo.14146655
title: Transcriptomic neuron types vary topographically in function and morphology. Shainer*, Kappel* et al.

description: Data files and analysis code for Shainer, Kappel et al. are provided. Each zip file includes the relevant data, R or Python code, and session/environment information necessary to reproduce the manuscript's results and figures.
DOI: 10.15468/dl.z4eaex
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is RIO GRaNdE dO SUL",
 "TaxonKey is Clibanornis dendrocolaptoides (Pelzeln, 1859)"
 ]
}

 The dataset includes 57 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000840-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/929zmx68r8
title: interviews of music teachers

description: This dataset contains the English translations of the interviews, which were originally transcribed in Chinese.
DOI: 10.17632/929zmx68r8.1
title: interviews of music teachers

description: This dataset contains the English translations of the interviews, which were originally transcribed in Chinese.
DOI: 10.17632/p4zt8vfdjv.1
title: Characterization of MS2 features derived from the non-polar metabolite UHPLC-QTOF dataset of Jaspis sp. collected from the waters off Pulau Banggi, Sabah, Malaysia: UHPLC-QTOF Dataset

description: This dataset contains a list of MS2 features detected from the metabolite survey of Jaspis sp. isolated from the waters Pulau Banggi, Sabah, Malaysia. The frozen Jaspis sp. was freeze dried and homogenized, after which the non-polar metabolites were extracted using Folch's extraction buffer with modifications. The extracted non-polar metabolites, blank, and non-polar phase of the extraction buffer were subjected to UHPLC-QTOF profiling in both positive and negative modes. After removing the MS2 features detected in the Jaspis sp. sample that were also detected in the blank and non-polar phase of the extraction buffer, the remaining detected MS2 features were clustered and the representative MS2 features (with the highest detected intensity) were tentatively identified using a combination of MS2 spectral database search (with various MS2 spectral databases) as well in silico compound identification.
DOI: 10.5281/zenodo.13316128
title: Zookeys: ZooKeys (20) DwCA

description: ZooKeys is a peer-reviewed, open-access, rapidly produced journal launched to support free exchange of ideas and information in systematic zoology. https://zookeys.pensoft.net/

* All papers in ZooKeys are published under a Creative Commons license and can be freely copied, downloaded, printed and distributed at no charge for the reader, provided that the original source is credited.
* Papers are published both online and in the traditional printed format, in full compliance with the current requirements of the International Code for Zoological Nomenclature.
* ZooKeys is published by Pensoft Publishers (13a Geo Milev Str., 1111 Sofia, Bulgaria).
* ZooKeys is the first journal to routinely provide its contents to the EOL on the day of publication.
DOI: 10.5281/zenodo.13316129
title: Zookeys: ZooKeys (20) DwCA

description: ZooKeys is a peer-reviewed, open-access, rapidly produced journal launched to support free exchange of ideas and information in systematic zoology. https://zookeys.pensoft.net/

* All papers in ZooKeys are published under a Creative Commons license and can be freely copied, downloaded, printed and distributed at no charge for the reader, provided that the original source is credited.
* Papers are published both online and in the traditional printed format, in full compliance with the current requirements of the International Code for Zoological Nomenclature.
* ZooKeys is published by Pensoft Publishers (13a Geo Milev Str., 1111 Sofia, Bulgaria).
* ZooKeys is the first journal to routinely provide its contents to the EOL on the day of publication.
DOI: 10.5281/zenodo.14889857
title: Zookeys: ZooKeys (20) DwCA

description: ZooKeys is a peer-reviewed, open-access, rapidly produced journal launched to support free exchange of ideas and information in systematic zoology. https://zookeys.pensoft.net/

* All papers in ZooKeys are published under a Creative Commons license and can be freely copied, downloaded, printed and distributed at no charge for the reader, provided that the original source is credited.
* Papers are published both online and in the traditional printed format, in full compliance with the current requirements of the International Code for Zoological Nomenclature.
* ZooKeys is published by Pensoft Publishers (13a Geo Milev Str., 1111 Sofia, Bulgaria).
* ZooKeys is the first journal to routinely provide its contents to the EOL on the day of publication.
DOI: 10.17632/j93f4y562n.1
title: Shore platform erosion data- Mahia, Kaikoura and Others

description: The dataset contains coastal site names, elevation (in meters above mean sea level), and erosion rates (in mm/year) on several shore platforms on different rock coasts of the world. It includes multiple regions like Eastern Canada, New Zealand, Australia, and Italy. The shore platform downwearing rates were sourced from Trenhaile and Porter (2018), Stephenson and Kirk (1996), Yuan et al. (2020), and Cucchi et al. (2006).
DOI: 10.17632/c5chwkxx67.1
title: Temperature Induced Changes in the Gravitational Sedimentation of Calcium Carbonate Suspensions

description: This file contains raw data from the results presented in the article "Temperature-Induced Changes in the Gravitational Sedimentation of Calcium Carbonate Suspensions". The spreadsheets are named according to the figure and table they represent.
DOI: 10.17632/pxpsfvnhwv.1
title: hub genes for dengue: Supplementary files 1-4

description: Supplementary file 1-4 for the manuscript "Identification of hub genes for dengue by machine learning-based integration approaches and Mendelian randomization investigation".
DOI: 10.17632/n2bbxztxjz.1
title: Systematic Review Metadata for Surveys on Deep Learning in Remote Sensing

description: A systematic review dataset analyzing research paper methodologies, integrating PRISMA metrics and Methodological Rigor Index (MRI) scores. Includes journal metadata, publication dates, and computed quality metrics for reproducibility assessment.
DOI: 10.17632/n2bbxztxjz.2
title: Systematic Review Metadata for Surveys on Deep Learning in Remote Sensing

description: A systematic review dataset analyzing research paper methodologies, integrating PRISMA metrics and Methodological Rigor Index (MRI) scores. Includes journal metadata, publication dates, and computed quality metrics for reproducibility assessment.
DOI: 10.17632/n2bbxztxjz.3
title: Systematic Review Metadata for Surveys on Deep Learning in Remote Sensing

description: A systematic review dataset for Surveys on Deep Learning in Remote Sensing.
DOI: 10.17632/8459pymvpy.1
title: Classroom Emotion Experiment Data

description: This dataset includes data from emotion-inducing experiments and classroom experiments conducted in the context of moral education. It aims to explore students' emotional responses in classroom settings and their relationship with the learning outcomes of moral education. The emotion-inducing experiment triggers students' emotional responses using specific materials (such as videos) and collects data through self-reported emotional assessments. The classroom experiment, conducted based on the emotional induction, records students' perceptions, memory, value identification scores, and post-class emotional responses. This dataset supports research in emotional psychology, education, and moral education teaching, particularly in understanding how emotions influence student behavior and learning outcomes.
DOI: 10.6084/m9.figshare.28337873
title: Dataset for Enhancing Saudi CEFR A1-A2 EFL

description: English as a Foreign Language (EFL) learners in Saudi Arabia, particularly at the CEFR A1-A2 level, often face challenges such as low motivation and limited development of receptive skills like listening and reading. Despite the potential of technology in education, limited research has explored the effectiveness of gamified and adaptive learning tools in the Saudi preparatory-year context. This study investigates the impact of Duolingo and Read Theory on improving motivation and receptive skill development (reading and listening) among Saudi EFL students at the CEFR A1-A2 levels. The hypothesis suggests that these platforms will significantly enhance motivation and skill development. Conducted during Semester 1, 2024, across four institutes with 103 students, data were collected using placement tests, pre- and post-semester motivation surveys, student results at the end of the semester, and teacher reflective journals. Placement tests revealed improvements in reading (t=7.92, p&lt;0.001) and listening (t=8.45, p&lt;0.001) skills. Motivation surveys showed a 30% increase in student motivation toward reading and listening. Teacher reflective journals highlighted enhanced student engagement, autonomy, and satisfaction with the platforms. The findings suggest that integrating gamified and adaptive platforms into EFL curricula can effectively address motivation and skill development challenges. Recommendations include teacher training and equitable access to digital tools. Future research should examine long-term effects and cross-cultural applicability.
DOI: 10.6084/m9.figshare.28337873.v3
title: Dataset for Enhancing Saudi CEFR A1-A2 EFL

description: English as a Foreign Language (EFL) learners in Saudi Arabia, particularly at the CEFR A1-A2 level, often face challenges such as low motivation and limited development of receptive skills like listening and reading. Despite the potential of technology in education, limited research has explored the effectiveness of gamified and adaptive learning tools in the Saudi preparatory-year context. This study investigates the impact of Duolingo and Read Theory on improving motivation and receptive skill development (reading and listening) among Saudi EFL students at the CEFR A1-A2 levels. The hypothesis suggests that these platforms will significantly enhance motivation and skill development. Conducted during Semester 1, 2024, across four institutes with 103 students, data were collected using placement tests, pre- and post-semester motivation surveys, student results at the end of the semester, and teacher reflective journals. Placement tests revealed improvements in reading (t=7.92, p&lt;0.001) and listening (t=8.45, p&lt;0.001) skills. Motivation surveys showed a 30% increase in student motivation toward reading and listening. Teacher reflective journals highlighted enhanced student engagement, autonomy, and satisfaction with the platforms. The findings suggest that integrating gamified and adaptive platforms into EFL curricula can effectively address motivation and skill development challenges. Recommendations include teacher training and equitable access to digital tools. Future research should examine long-term effects and cross-cultural applicability.
DOI: 10.15468/dl.mrzbd6
title: Occurrence Download

description: A dataset containing 1188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydnellum peckii Banker"
 ]
}

 The dataset includes 1188 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000843-250218110819086/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.28438499.v7
title: MajorType

description: MajorType allc files
DOI: 10.5281/zenodo.14889858
title: Reconnection onset in overstretched thin current sheets: PIC simulations

description: This dataset contains codes and data used in the paper "Reconnection onset in overstretched thin current sheets: PIC simulations" to be submitted to the Journal of Geophysical Research Space Physics
DOI: 10.5281/zenodo.14889859
title: Reconnection onset in overstretched thin current sheets: PIC simulations

description: This dataset contains codes and data used in the paper "Reconnection onset in overstretched thin current sheets: PIC simulations" to be submitted to the Journal of Geophysical Research Space Physics
DOI: 10.15468/dl.7navkk
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salamis parrhassus Drury, 1782"
 ]
}

 The dataset includes 252 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000844-250218110819086/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/10788024
title: Daftar Pengadilan Indonesia
DOI: 10.15468/dl.a7zcqj
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phidippus tux Pinter, 1970"
 ]
}

 The dataset includes 37 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000845-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kme5pz
title: Occurrence Download

description: A dataset containing 119488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is Iceland",
 "PublishingOrg is one of (f6b48504-1651-4a49-a88d-c2bc6178694d, 67b2263f-6990-4d9d-b32b-20aa72ef4fbc, 12308e00-4b80-11da-8809-b8a03c50a862, c0758a16-296b-4ec3-97fd-8a057d9060f3, 2e7df380-8356-4533-bcb3-5459e23c794e)",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 119488 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000846-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byctft
title: Occurrence Download

description: A dataset containing 46511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is December",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2024-2025"
 ]
}

 The dataset includes 46511 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000847-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cctrw8
title: Occurrence Download

description: A dataset containing 28843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is December",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 "Year 2024-2025"
 ]
}

 The dataset includes 28843 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000848-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyqhkv
title: Occurrence Download

description: A dataset containing 12151 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum Marshall"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2020",
 "DecimalLatitude is greater than or equal to 24.1271113347408",
 "DecimalLatitude is less than or equal to 56.572699215132005",
 "DecimalLongitude is greater than or equal to -89.31544323258166",
 "DecimalLongitude is less than or equal to -51.73636965516586",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12151 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000849-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgcn3w
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichandrone spathacea (L.fil.) K.Schum.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 275 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000851-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qau9sx
title: Occurrence Download

description: A dataset containing 5799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizophora apiculata Blume",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5799 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000850-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3f9vw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new genus and species of catshark (Carcharhiniformes: Scyliorhinidae) from eastern Indonesia"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000852-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsxsyk
title: Occurrence Download

description: A dataset containing 1095940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1095940 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000841-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.