cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bypjxzm3fn.1
title: Data on mechanical and thermal properties of an amine-epoxy system at various post-curing temperatures

description: A data set compilation of the mechanical and thermal properties of a commercial thermoset system was obtained after exposure to a room temperature cure followed by different post-cures (80, 100, 120 °C), all below the fully cured glass transition temperature (Tg∞ ~ 153°C). The system was composed of an epoxy resin, diglycidyl ether of bisphenol A (Epon 828), and an amine hardener, diethylenetriamine (Epikure 3223). The mechanical properties of this epoxy system were determined through dynamic mechanical analysis (DMA) and flexural testing, while its thermal behavior was evaluated by differential scanning calorimetry (DSC), thermomechanical analysis (TMA), and thermogravimetric analysis (TGA). The data was analyzed using analysis of variance (ANOVA) to assess if the selected post-curing temperatures provoke a statistically significant difference on the corresponding properties.
DOI: 10.17632/bbzg683gwj
title: Exploring the Pedagogical Field: A Comparative Analysis of the Readings in Teacher Education Across Three Countries

description: The study hypothesizes that there are notable differences in the pedagogical materials prospective teachers read across Argentina, Chile, and Uruguay, reflecting the diversity in the Teacher Education Pedagogical Field (TEPF) of each country. It aims to explore what future teachers read during their initial training, what pedagogical traditions dominate, and how these differ by country.

The data collected consists of 12,193 texts used in 25 teacher training institutions across the three countries. The study covers primary education teacher training programs and focuses on readings from four fields of knowledge: Pedagogical Knowledge, Content Knowledge, Foundations of Educational Sciences, and Learning Sciences.

The main findings comparing the three countries show that:

Argentina: prospective teachers primarily read local texts, authored by Argentine educational specialists, suggesting a national focus in teacher education.

Chile: Chilean future teachers are exposed to more recent, international, and Pedagogical Content Knowledge (PCK)-oriented texts, reflecting the country's emphasis on educational reforms and global standards.

Uruguay: The Uruguayan data shows a preference for older texts, with a mixture of authors from different countries, leaning more toward psychological and educational theory.

The data reflects the pedagogical diversity within the Southern Cone of Latin America. This data can be used to further study the influence of educational reforms on teacher training, curriculum design, and the intellectual traditions in education across Latin America. By comparing these texts, researchers can gain insights into the dominant pedagogical discourses that shape future teachers in the region. Additionally, the database can be a valuable resource for policymakers and educators looking to reform teacher education programs by highlighting gaps and regional variations in pedagogical content.
DOI: 10.17632/bbzg683gwj.1
title: Exploring the Pedagogical Field: A Comparative Analysis of the Readings in Teacher Education Across Three Countries

description: The study hypothesizes that there are notable differences in the pedagogical materials prospective teachers read across Argentina, Chile, and Uruguay, reflecting the diversity in the Teacher Education Pedagogical Field (TEPF) of each country. It aims to explore what future teachers read during their initial training, what pedagogical traditions dominate, and how these differ by country.

The data collected consists of 12,193 texts used in 25 teacher training institutions across the three countries. The study covers primary education teacher training programs and focuses on readings from four fields of knowledge: Pedagogical Knowledge, Content Knowledge, Foundations of Educational Sciences, and Learning Sciences.

The main findings comparing the three countries show that:

Argentina: prospective teachers primarily read local texts, authored by Argentine educational specialists, suggesting a national focus in teacher education.

Chile: Chilean future teachers are exposed to more recent, international, and Pedagogical Content Knowledge (PCK)-oriented texts, reflecting the country's emphasis on educational reforms and global standards.

Uruguay: The Uruguayan data shows a preference for older texts, with a mixture of authors from different countries, leaning more toward psychological and educational theory.

The data reflects the pedagogical diversity within the Southern Cone of Latin America. This data can be used to further study the influence of educational reforms on teacher training, curriculum design, and the intellectual traditions in education across Latin America. By comparing these texts, researchers can gain insights into the dominant pedagogical discourses that shape future teachers in the region. Additionally, the database can be a valuable resource for policymakers and educators looking to reform teacher education programs by highlighting gaps and regional variations in pedagogical content.
DOI: 10.17632/9zdww6wnyx.2
title: MuMeDB: Multimodal Music Emotion Recognition Database

description: A multimodal database for recognizing emotions in music, composed of 1,412 records
covering five different modalities: chords, audio, lyrics, symbolics, and voice.
DOI: 10.15468/dl.bpye9p
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibalanus amphitrite",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 385 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002405-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8vc6dwwpc9
title: Redefining Development through Logistics performance and ESG metrics

description: This dataset was created to empirically test the hypothesis that logistics performance, environmental sustainability, governance quality, and sustainable development progress are interdependent drivers of economic output, specifically GDP per capita. The data is used in the paper “Redefining Development through Logistics Performance and ESG Metrics.”

Research Hypothesis:
ESG-related metrics—specifically the Environmental Performance Index (EPI), Sustainable Development Goals Index (SDG), and Worldwide Governance Indicators (WGI)—have a significant and positive influence on national logistics performance (LPI).

Logistics performance, when combined with ESG indicators, explains a significant portion of cross-country variation in GDP per capita.

Data Contents:
The dataset includes normalized, cross-sectional data from 123 countries, covering the following variables:

Logistics Performance Index (LPI) and its six components: customs (EFF), infrastructure (QUAL), international shipments (EASE), logistics quality (COM), tracking (TR), and timeliness (FREQ).

Environmental Performance Index (EPI) – 2024 version from Yale University

Sustainable Development Goals Index (SDG) – 2024 global dataset

Worldwide Governance Indicators (WGI) – mean and six sub-indicators from the World Bank (2023)

GDP per capita (in current USD) and its natural log transformation (lnGDP)

All variables were normalized to a common scale (0–100) for comparability. WGI indicators were rescaled from their original –2.5 to +2.5 range.

Notable Findings:
All ESG indicators were significantly and positively associated with logistics performance (LPI), with WGI exerting the strongest influence.

The combination of LPI, EPI, SDG, and WGI explained 81.7% of the variance in GDP per capita across countries.

Governance quality (WGI) was the strongest predictor of both LPI and GDP.

Fuzzy Cognitive Mapping (FCM) simulations showed that improving governance and environmental metrics creates positive feedback loops in logistics and economic outcomes.

Data Collection Sources:
World Bank (2023): LPI and WGI data

Yale & Columbia University (2024): Environmental Performance Index (EPI)

Dublin University (Sachs, Lafortune, Fuller) (2024): SDG Index

World Bank Open Data: GDP per capita (2023)

Use and Interpretation:
Variables are standardized (0–100); higher values always indicate better performance.

The data can be used for replication, policy simulation, comparative country analysis, and machine learning on development outcomes.

Analysts can perform linear regression, correlation, or fuzzy systems modeling using this dataset.

Recommended tools: SPSS, R, Python (Pandas), or Mental Modeler (for FCM simulation
DOI: 10.17632/8vc6dwwpc9.1
title: Redefining Development through Logistics performance and ESG metrics

description: This dataset was created to empirically test the hypothesis that logistics performance, environmental sustainability, governance quality, and sustainable development progress are interdependent drivers of economic output, specifically GDP per capita. The data is used in the paper “Redefining Development through Logistics Performance and ESG Metrics.”

Research Hypothesis:
ESG-related metrics—specifically the Environmental Performance Index (EPI), Sustainable Development Goals Index (SDG), and Worldwide Governance Indicators (WGI)—have a significant and positive influence on national logistics performance (LPI).

Logistics performance, when combined with ESG indicators, explains a significant portion of cross-country variation in GDP per capita.

Data Contents:
The dataset includes normalized, cross-sectional data from 123 countries, covering the following variables:

Logistics Performance Index (LPI) and its six components: customs (EFF), infrastructure (QUAL), international shipments (EASE), logistics quality (COM), tracking (TR), and timeliness (FREQ).

Environmental Performance Index (EPI) – 2024 version from Yale University

Sustainable Development Goals Index (SDG) – 2024 global dataset

Worldwide Governance Indicators (WGI) – mean and six sub-indicators from the World Bank (2023)

GDP per capita (in current USD) and its natural log transformation (lnGDP)

All variables were normalized to a common scale (0–100) for comparability. WGI indicators were rescaled from their original –2.5 to +2.5 range.

Notable Findings:
All ESG indicators were significantly and positively associated with logistics performance (LPI), with WGI exerting the strongest influence.

The combination of LPI, EPI, SDG, and WGI explained 81.7% of the variance in GDP per capita across countries.

Governance quality (WGI) was the strongest predictor of both LPI and GDP.

Fuzzy Cognitive Mapping (FCM) simulations showed that improving governance and environmental metrics creates positive feedback loops in logistics and economic outcomes.

Data Collection Sources:
World Bank (2023): LPI and WGI data

Yale & Columbia University (2024): Environmental Performance Index (EPI)

Dublin University (Sachs, Lafortune, Fuller) (2024): SDG Index

World Bank Open Data: GDP per capita (2023)

Use and Interpretation:
Variables are standardized (0–100); higher values always indicate better performance.

The data can be used for replication, policy simulation, comparative country analysis, and machine learning on development outcomes.

Analysts can perform linear regression, correlation, or fuzzy systems modeling using this dataset.

Recommended tools: SPSS, R, Python (Pandas), or Mental Modeler (for FCM simulation
DOI: 10.17632/rwvz6732zt.1
title: Instructional design 4PADAFE MOOC

description: This study explores how Systems Engineering students perceive MOOC design using the 4PADAFE methodology and generative AI, within a constructivist framework. Thematic coding in Excel identified key benefits, challenges, and situated meanings, visualized through maps and matrices that illustrate the connection between design phases and student experiences.
DOI: 10.17632/by76s7rxfb
title: Data and Code for CWG2025 Report

description: Data and code for Section 6.4 of the CWG25 Report.
DOI: 10.17632/by76s7rxfb.1
title: Data and Code for CWG2025 Report

description: Data and code for Section 6.4 of the CWG25 Report.
DOI: 10.6084/m9.figshare.29542682
title: The dataset for the paper "Another Systematic Review? A Critical Analysis of Systematic Literature Reviews onAgile Effort and Cost Estimation"

description: Supplement materials for the "Another Systematic Review? A Critical Analysis of Systematic Literature Reviews on Agile Effort and Cost Estimation". The main paper is published and presented in ESEM2025.<br><br>
DOI: 10.6084/m9.figshare.29542682.v4
title: The dataset for the paper "Another Systematic Review? A Critical Analysis of Systematic Literature Reviews onAgile Effort and Cost Estimation"

description: Supplement materials for the "Another Systematic Review? A Critical Analysis of Systematic Literature Reviews on Agile Effort and Cost Estimation". The main paper is published and presented in ESEM2025.<br><br>
DOI: 10.6084/m9.figshare.29542682.v3
title: ESEM2025_Dataset

description: Supplement materials for the "Another Systematic Review? A Critical Analysis of Systematic Literature Reviews on Agile Effort and Cost Estimation". The main paper is published and presented in ESEM2025.<br><br>
DOI: 10.5281/zenodo.15861972
title: Data for manuscript: The Impacts of Positive Rheotaxis Swimming Behavior on Larval Dispersal

description: This is manuscript data shared for open access.
DOI: 10.5281/zenodo.15861973
title: Data for manuscript: The Impacts of Positive Rheotaxis Swimming Behavior on Larval Dispersal

description: This is manuscript data shared for open access.
DOI: 10.17632/wrpxd9frgv
title: Wealth.txt

description: # 3D printing - Software model meant to print new forms of currency #
DOI: 10.15468/dl.p7wqnk
title: Occurrence Download

description: A dataset containing 49115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marsilea"
 ]
}

 The dataset includes 49115 records from 921 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002406-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwqv4h
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thanatus nipponicus Yaginuma, 1969",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202866-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcwyu8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cedus japonicus Shibata, 1963",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222728-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzjx3u
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rheum delavayi Franch."
 ]
}

 The dataset includes 278 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247637-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3k2s8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nandicius kimjoopili (Kim, 1995)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202867-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eq3zf
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parastrangalis lesnei (Pic, 1901)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222730-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asmu7g
title: Occurrence Download

description: A dataset containing 1180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaultheria fragrantissima Wall."
 ]
}

 The dataset includes 1180 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247638-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7xj25
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chloridolum thaliodes Bates, 1884",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202879-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s38ej4
title: Occurrence Download

description: A dataset containing 47022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salicornia europaea L."
 ]
}

 The dataset includes 47022 records from 417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287710-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpz6tv
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN",
 "TaxonKey is Rhodophyta"
 ]
}

 The dataset includes 891 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243618-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.989qz4
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Semanotus japonicus Lacordaire, 1869",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202880-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcs8ve
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diathraustodes amoenialis Christoph, 1881",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222740-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at4u3c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coccus hesperidum Linnaeus, 1758",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203754-220831081235567/datasets/export for details.
DOI: 10.15468/dl.wt95a6
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pternopetalum botrychioides (Dunn) Hand.-Mazz."
 ]
}

 The dataset includes 157 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247645-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uzgbk
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perigona sinuata Bates, 1883",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222743-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8c9t3e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cosmiomorpha similis nigra Niijima & Kinoshita, 1927",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202895-220831081235567/datasets/export for details.
DOI: 10.15468/dl.2cqr8k
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Problepsis plagiata (Butler, 1881)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203202-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3frvn
title: Occurrence Download

description: A dataset containing 6099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxalidales",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6099 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287691-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmuujs
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mobula hypostoma (Bancroft, 1831)"
 ]
}

 The dataset includes 75 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202914-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.