cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jmtn248cc9.5
title: SoraniTTS dataset : Central Kurdish (CK) Speech Corpus for Text-to-Speech

description: This dataset represents a comprehensive resource for advancing Kurdish TTS systems. Converting text to speech is one of the important topics in the design and construction of multimedia systems, human-machine communication, and information and communication technology, and its purpose, along with speech recognition, is to establish communication between humans and machines in its most basic and natural form, that is, spoken language. 
 For our text corpus, we collected 6,565 sentences from a set of texts in various categories, including news, sport, health, question and exclamation sentences, science, general information, politics, education and literature, story, miscellaneous, and tourism, to create the train sentences. We thoroughly reviewed the texts and normalized them, then they were recorded by a male speaker. We recorded audios in a voice recording studio at 44,100Hz, and all audio files are down sampled to 22,050 Hz in our modeling process. The audio ranges from 3 to 36 seconds in length. We generate the speech corpus in this method, and the last speech has about 6,565 texts and audio pairings, which takes around 19 hours. Altogether, audio files are saved in wave format, and the texts are saved in text files in the corresponding sub-folders. Furthermore, for model training, all of the audio files are gathered in a single folder. Each line in the transcript files is formatted as WAVS | audio file’s name.wav| transcript. The audio file’s name includes the extensions, and the transcript was the speech's text. 
The audio recording and editing process lasted for 90 days. It involved capturing over 6,565 WAV files and over 19 h of recorded speech. The data set helps researchers improve Kurdish TTS early, thereby reducing the time consumed for this process.

Acknowledgments: 
We would like to express our sincere gratitude to Ayoub Mohammadzadeh for his invaluable support in recording the corpus.
DOI: 10.15468/dl.3ba474
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oxypogon guerinii",
 "Year 2024-2025"
 ]
}

 The dataset includes 551 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008039-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ny7ab
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus brandegeei"
 ]
}

 The dataset includes 109 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008040-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rvfb7fpsm6
title: Geochemical data of small-sized glass beads from Chang'e-5 lunar soil

description: This dataset includes compositions of major elements (measured by EPMA) and trace elements (measured by LA-ICP-MS) of small-sized glass beads from Chang'e-5 lunar soil. This dataset is supporting document for the manuscript entitled as "Compositional heterogeneity of small-sized glass beads from Chang'e-5 lunar soil" submitted to Journal of Petrology. Over 50 spheres of glass beads from the Chang’e-5 lunar soil, mostly smaller than 50 μm in diameter, were investigated for micro-texture and chemical composition, revealing significant diversity.
DOI: 10.17632/rvfb7fpsm6.1
title: Geochemical data of small-sized glass beads from Chang'e-5 lunar soil

description: This dataset includes compositions of major elements (measured by EPMA) and trace elements (measured by LA-ICP-MS) of small-sized glass beads from Chang'e-5 lunar soil. This dataset is supporting document for the manuscript entitled as "Compositional heterogeneity of small-sized glass beads from Chang'e-5 lunar soil" submitted to Journal of Petrology. Over 50 spheres of glass beads from the Chang’e-5 lunar soil, mostly smaller than 50 μm in diameter, were investigated for micro-texture and chemical composition, revealing significant diversity.
DOI: 10.15468/dl.phvwen
title: Occurrence Download

description: A dataset containing 128509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "Continent is one of (North America, South America)",
 "Elevation 0.0-6079.0m",
 "GbifRegion is Latin America and the Caribbean",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Basidiomycota"
 ]
}

 The dataset includes 128509 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008013-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xhd86y2vwc
title: Health literacy of students in allied health professions in Germany (GESAGT) | 2022

description: The objective of this study was to describe the levels of general and digital health literacy of vocational and university students in allied health professions in Germany and to explore possible influencing factors.
In an exploratory, quantitative cross-sectional study, an online survey was set up to assess the general and the digital health literacy of vocational and university students in allied health professions in Germany. Data were collected using standardized questionnaires. The survey was conducted in December 2022 and included sociodemographic variables, health behavior, and self-reported health literacy. 
The final data set includes the data of 655 study participants.

(GESAGT study: Gesundheitskompetenz der Studierenden und Auszubildenden der Gesundheits- und Therapiewissenschaften in Deutschland (Health literacy of vocational and university students in allied health professions in Germany)
DOI: 10.17632/xhd86y2vwc.2
title: Health literacy of students in allied health professions in Germany (GESAGT) | 2022

description: The objective of this study was to describe the levels of general and digital health literacy of vocational and university students in allied health professions in Germany and to explore possible influencing factors.
In an exploratory, quantitative cross-sectional study, an online survey was set up to assess the general and the digital health literacy of vocational and university students in allied health professions in Germany. Data were collected using standardized questionnaires. The survey was conducted in December 2022 and included sociodemographic variables, health behavior, and self-reported health literacy. 
The final data set includes the data of 655 study participants.

(GESAGT study: Gesundheitskompetenz der Studierenden und Auszubildenden der Gesundheits- und Therapiewissenschaften in Deutschland (Health literacy of vocational and university students in allied health professions in Germany)
DOI: 10.15468/dl.p58vm3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus lepidus",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008043-250914085247600/datasets/export for details.
DOI: 10.15468/dl.x66axm
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus lepidus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008041-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b62h5nnm2h
title: Supplementary materials of the article

description: This dataset includes the therapeutic approach distribution among immune checkpoint inhibitor-Induced Bullous pemphigoid subtypes and the initial corticosteroid dosage distribution charts for different subtypes of bullous pemphigoid.
DOI: 10.17632/b62h5nnm2h.1
title: Supplementary materials of the article

description: This dataset includes the therapeutic approach distribution among immune checkpoint inhibitor-Induced Bullous pemphigoid subtypes and the initial corticosteroid dosage distribution charts for different subtypes of bullous pemphigoid.
DOI: 10.15468/dl.bhcpnh
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromus lepidus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008044-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k6732zv283
title: Data for: Combining Time Series and Recurrent Network Approaches for Long-Term Prediction of Emergency Department Admissions

description: Admissions to emergency departments exhibit high variability. This complicates the adjustment of resource allocation, resulting in rigid policies that lead to inefficient service. A number of studies have approached this issue by employing statistical analysis, machine learning regressors, or time series data models. We propose the use of improved recurrent neural networks that take into account the dynamic nature of the data and experience, introducing contextual variables that lead to better predictability. This allows the novelty of formulating a solution to a requirement that hospital managers have expressed in regard to the planning of available resources, a need that has thus far gone unmet: the availability of long prediction horizons for the purpose of long-term resource allocation. The present dataset contains data obtained from a medical facility. The formulation of the problem and detailed description of the dataset can be found in the article "Combining Time Series and Recurrent Network Approaches for Long-Term Prediction of Emergency Department Admissions".
DOI: 10.17632/k6732zv283.2
title: Data for: Combining Time Series and Recurrent Network Approaches for Long-Term Prediction of Emergency Department Admissions

description: Admissions to emergency departments exhibit high variability. This complicates the adjustment of resource allocation, resulting in rigid policies that lead to inefficient service. A number of studies have approached this issue by employing statistical analysis, machine learning regressors, or time series data models. We propose the use of improved recurrent neural networks that take into account the dynamic nature of the data and experience, introducing contextual variables that lead to better predictability. This allows the novelty of formulating a solution to a requirement that hospital managers have expressed in regard to the planning of available resources, a need that has thus far gone unmet: the availability of long prediction horizons for the purpose of long-term resource allocation. The present dataset contains data obtained from a medical facility. The formulation of the problem and detailed description of the dataset can be found in the article "Combining Time Series and Recurrent Network Approaches for Long-Term Prediction of Emergency Department Admissions".
DOI: 10.17632/xvncpym9b6
title: Data of Evolution law and calculation model of shale permeability under true triaxial constant volumetric stress Conditions

description: Data of Evolution law and calculation model of shale permeability under true triaxial constant volumetric stress Conditions
DOI: 10.17632/xvncpym9b6.1
title: Data of Evolution law and calculation model of shale permeability under true triaxial constant volumetric stress Conditions

description: Data of Evolution law and calculation model of shale permeability under true triaxial constant volumetric stress Conditions
DOI: 10.17632/k9vbj3wwyh
title: Database on the Impact of Next Generation EU Funds

description: The Next Generation EU (NGEU) program, through the Recovery and Resilience Facility, was designed to foster a coordinated fiscal response in the EU to the COVID-19 crisis. It provides grants and loans to Member States to finance reforms and investments. In Spain, one of the main beneficiaries, we assess its regional economic impact using counterfactual techniques. The results show an increase in GDP per capita in 2022, projected also for 2023–2025 compared to a no-funds scenario, confirming the relevance of these exceptional measures.
As part of Elsevier’s transition to full open access, specifically for the journal Papers in Regional Science, starting in 2025, we are making publicly available the original database used in the paper entitled “On the impact of Next Generation EU funds: A regional synthetic control method approach.”
This file called Database on the Impact of Next Generation EU Funds.xlsx, provides the main variables used to analyze the impact of the Next Generation funds through the construction of a synthetic indicator that compares the hypothetical situation of Spanish regions without funds with the real situation with funds, over the period 2017–2025.
DOI: 10.17632/k9vbj3wwyh.2
title: Database on the Impact of Next Generation EU Funds

description: The Next Generation EU (NGEU) program, through the Recovery and Resilience Facility, was designed to foster a coordinated fiscal response in the EU to the COVID-19 crisis. It provides grants and loans to Member States to finance reforms and investments. In Spain, one of the main beneficiaries, we assess its regional economic impact using counterfactual techniques. The results show an increase in GDP per capita in 2022, projected also for 2023–2025 compared to a no-funds scenario, confirming the relevance of these exceptional measures.
As part of Elsevier’s transition to full open access, specifically for the journal Papers in Regional Science, starting in 2025, we are making publicly available the original database used in the paper entitled “On the impact of Next Generation EU funds: A regional synthetic control method approach.”
This file called Database on the Impact of Next Generation EU Funds.xlsx, provides the main variables used to analyze the impact of the Next Generation funds through the construction of a synthetic indicator that compares the hypothetical situation of Spanish regions without funds with the real situation with funds, over the period 2017–2025.
DOI: 10.17632/dd3cj26v6v.1
title: Dataset and Code for Automating Systematic Literature Review with Responsible AI: A PRISMA + NLP Framework Applied to Intergenerational Pedestrian Environments

description: This dataset accompanies a systematic literature review that investigates how pedestrian environments support intergenerational exchange, with a focus on extracting design-relevant features using Natural Language Processing (NLP) tools. The study integrates the PRISMA framework with AI-assisted techniques such as semantic similarity filtering, question answering (QA) models, and TF-IDF-based keyword analysis.

The dataset includes:

Metadata of 5,571 academic articles retrieved from Scopus

A filtered list of 60 semantically relevant articles

Extracted QA responses for five thematic domains (physical environment, social perception, design strategies, behavioral aspects, and barriers)

TF-IDF keyword importance scores and categorized outputs

Python scripts that implement the entire NLP-based analysis pipeline

The data helps identify key spatial, perceptual, and behavioral elements that facilitate or inhibit intergenerational interaction in urban pedestrian spaces. It can be reused for benchmarking NLP-based literature analysis, urban design research, or Responsible AI implementation in systematic reviews.

All intermediate results are traceable, and the analysis is reproducible using the provided source code and instructions.
DOI: 10.15468/dl.gtwuzs
title: Occurrence Download

description: A dataset containing 3514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Erythrodiplax fusca"
 ]
}

 The dataset includes 3514 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008045-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tfj674hdpk
title: The Pathway from Childhood Trauma to Criminal Thinking among Offenders on Probation: The Mediating Role of the Dark Triad

description: Descriptive findings indicated a high prevalence of trauma in the sample, with 44.9% of participants reporting four or more ACEs. The SEM results revealed that relational childhood traumas did not directly predict criminal thinking but exerted a significant indirect effect through the Dark Triad personality traits (full mediation). When all three Dark Triad traits were included in the model simultaneously, only narcissism emerged as a significant and powerful predictor of criminal thinking (β = .807). The findings suggest a developmental pathway wherein relational childhood trauma fosters the development of narcissistic and antagonistic personality traits, which in turn provide a foundation for criminal thinking.
DOI: 10.17632/tfj674hdpk.1
title: The Pathway from Childhood Trauma to Criminal Thinking among Offenders on Probation: The Mediating Role of the Dark Triad

description: Descriptive findings indicated a high prevalence of trauma in the sample, with 44.9% of participants reporting four or more ACEs. The SEM results revealed that relational childhood traumas did not directly predict criminal thinking but exerted a significant indirect effect through the Dark Triad personality traits (full mediation). When all three Dark Triad traits were included in the model simultaneously, only narcissism emerged as a significant and powerful predictor of criminal thinking (β = .807). The findings suggest a developmental pathway wherein relational childhood trauma fosters the development of narcissistic and antagonistic personality traits, which in turn provide a foundation for criminal thinking.
DOI: 10.17632/j47ngb4tyr
title: Resiliencia y acompañamiento socioeducativo en la inclusión social de la juventud migrante egresada del sistema de protección de menores

description: Desde la hipótesis de partida: "El acompañamiento socioeducativo y el apoyo social pueden favorecer los procesos resilientes para la inclusión social"; el propósito de este estudio fue medir el grado de resiliencia de la juventud migrante no acompañada participante de esta investigación, de forma individual, indicando entre personas con mayor o menor resiliencia y, por otro lado, evaluar la percepción del apoyo social en dos dimensiones, el confidencial y el afectivo. El primer cuestionario denominado CD-RISC (Menezes et al., 2006), es la versión traducida en castellano del original en inglés (Connor & Davidson, 2003); y el segundo cuestionario denominado DUCK_UNC de Apoyo Social Funcional Duke-UNK-11 (Broadhead et al. 1988; versión de Bellón et al. 1996). La muestra se compuso finalmente por un total de 287 jóvenes migrantes egresados del sistema de protección de menores.
DOI: 10.17632/j47ngb4tyr.2
title: Resiliencia y acompañamiento socioeducativo en la inclusión social de la juventud migrante egresada del sistema de protección de menores

description: Desde la hipótesis de partida: "El acompañamiento socioeducativo y el apoyo social pueden favorecer los procesos resilientes para la inclusión social"; el propósito de este estudio fue medir el grado de resiliencia de la juventud migrante no acompañada participante de esta investigación, de forma individual, indicando entre personas con mayor o menor resiliencia y, por otro lado, evaluar la percepción del apoyo social en dos dimensiones, el confidencial y el afectivo. El primer cuestionario denominado CD-RISC (Menezes et al., 2006), es la versión traducida en castellano del original en inglés (Connor & Davidson, 2003); y el segundo cuestionario denominado DUCK_UNC de Apoyo Social Funcional Duke-UNK-11 (Broadhead et al. 1988; versión de Bellón et al. 1996). La muestra se compuso finalmente por un total de 287 jóvenes migrantes egresados del sistema de protección de menores.
DOI: 10.17632/dkvzh4wb3m
title: Non-monotonic Ice-core Thawing

description: This is data for "Non-monotonic Ice-core Thawing" paper which includes org files and other figures
DOI: 10.17632/dkvzh4wb3m.1
title: Non-monotonic Ice-core Thawing

description: This is data for "Non-monotonic Ice-core Thawing" paper which includes org files and other figures
DOI: 10.17632/3n68h2b5k8
title: Phosphorus transformation in paddy fields-multistage drainage ditch system in a typical reclamation of the Poyang Lake basin research data

description: The main objectives of this study were: (a) to investigate the migration and morphological transformation characteristics of phosphorus between water and solid media (such as soil and sediment) in the paddy field and multistage channel system; (b) to study the effect of phosphorus transformation and influence of phosphorus dynamics in the paddy field and multistage channel system under different paddy growing periods; (b) to explore the potential environmental effects of phosphorus in cement processes on the aquifer and paddy ecosystems, including contributions to water eutrophication and changes in soil phosphorus pools.
DOI: 10.17632/3n68h2b5k8.1
title: Phosphorus transformation in paddy fields-multistage drainage ditch system in a typical reclamation of the Poyang Lake basin research data

description: The main objectives of this study were: (a) to investigate the migration and morphological transformation characteristics of phosphorus between water and solid media (such as soil and sediment) in the paddy field and multistage channel system; (b) to study the effect of phosphorus transformation and influence of phosphorus dynamics in the paddy field and multistage channel system under different paddy growing periods; (b) to explore the potential environmental effects of phosphorus in cement processes on the aquifer and paddy ecosystems, including contributions to water eutrophication and changes in soil phosphorus pools.