cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/hhy-rmp-psd
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2js-l1d-6m4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4mm-gbk-g0q
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4pb-lt1-hrq
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/klm-e8d-bh4
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.3cyrug
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bidens pilosa",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 87 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023720-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/p29-t2z-2s0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whh-bhv-433
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/beb-cn7-ryn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nef-22e-jam
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.teaf6b
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 "TaxonKey is one of (Spiraea salicifolia [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 67 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023721-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/zq0-x87-mr0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6x-gyk-j24
title: †Psiloceras planorbis (Sowerby, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2d-l43-y5a
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqt-w07-jyl
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn4-5tb-eml
title: †Athyris M'Coy, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/594-0vr-c9d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h8j-khb-6kl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jq-7gh-wka
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pzb-5dx-nwy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cn2-zce-yda
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m1a-mdk-t71
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.6rk9xk
title: Occurrence Download

description: A dataset containing 1228441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-06-24",
 "EventDate is less than or equal to 2025-07-24",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1228441 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023695-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gw6-15p-xqp
title: †Trilobita

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ftq-55c-xyv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xft-cn4-732
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5sf-q1a-9zh
title: †Spinatrypa Stainbrook, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6tw-1w6-dvj
title: †Radulopecten Rollier, 1911

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a7p-vnh-q6d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m1s-dp0-zkb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/05x-v01-z99
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0my-7rl-amj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/erb-3gd-m6n
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k61-ple-jkk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lx-4e8-swt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ya1-e5n-68s
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9f2-f3m-ljk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zna-a5y-97z
title: Ovis aries Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7nm-1d1-1mf
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g5q-xqb-pb9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nq8-wql-v8j
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3886/e218843
title: Risk Taking, Emotional Dysregulation and Maladaptive Personality Traits.

description: This data was used in a study to understand the relationship between Risk-taking and Maladaptive personality traits. Difficulty in emotional regulation was the mediating variable. A convenience sample of 242 participants between the ages of 18 and 25 years participated in this study and completed the Domain-Specific Risk-Taking Questionnaire, Personality Inventory for DSM-5 Brief Format, and Difficulties in Emotion Regulation Scale. Correlation, Multiple linear regression, and mediation analysis were performed.
DOI: 10.3886/e218843v1-178783
title: Risk Taking, Emotional Dysregulation and Maladaptive Personality Traits.

description: This data was used in a study to understand the relationship between Risk-taking and Maladaptive personality traits. Difficulty in emotional regulation was the mediating variable. A convenience sample of 242 participants between the ages of 18 and 25 years participated in this study and completed the Domain-Specific Risk-Taking Questionnaire, Personality Inventory for DSM-5 Brief Format, and Difficulties in Emotion Regulation Scale. Correlation, Multiple linear regression, and mediation analysis were performed.
DOI: 10.15468/dl.9xvqst
title: Occurrence Download

description: A dataset containing 18900 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((96.60307 -0.9367197, 99.39439 -0.9367197, 99.39439 2.308565, 96.60307 2.308565, 96.60307 -0.9367197))"
 ]
}

 The dataset includes 18900 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004638-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pve8tg
title: Occurrence Download

description: A dataset containing 620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 620 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004639-250515123054153/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.29094593
title: Supplement Tables.zip

description: FOXK2
DOI: 10.6084/m9.figshare.29094593.v1
title: Supplement Tables.zip

description: FOXK2
DOI: 10.5281/zenodo.14916283
title: Understanding Sub-Lithospheric Small-Scale Convection By Linking Models Of Grain Size Evolution, Mantle Convection and Seismic Tomography: Data

description: Understanding Sub-Lithospheric Small-Scale Convection By Linking Models Of Grain Size Evolution, Mantle Convection and Seismic Tomography: Data

This repository accompanies the paper

Dannberg, J., Eilon, Z., Russell, J.B., Gassmöller, R.: Understanding Sub-Lithospheric Small-Scale Convection By Linking Models Of Grain Size Evolution, Mantle Convection and Seismic Tomography.

This repository contains instructions on how to compile, execute, and postprocess the geodynamic models. Additionally, it contains scripts to convert the model output to seismic observables and analyze the resulting seismic models. To reproduce the workflow of the publication follow these steps:

- Compile the version of the ASPECT geodynamic modeling software found in the `aspect` folder. You can find instructions on how to compile ASPECT in `aspect/doc/sphinx/user/install`. To make sure you use the same (or similar) underlying libraries, you should see the following (or similar) output when executing ASPECT:

```------------------------------------------------------------------------------- This is ASPECT, the Advanced Solver for Problems in Earth's ConvecTion.--     . version 2.5.0-pre (grain_size_ridge_06_2023, 58cdddba8)--     . using deal.II 9.4.2--     .       with 64 bit indices and vectorization level 3 (512 bits)--     . using Trilinos 13.2.0--     . using p4est 2.3.2--     . running in OPTIMIZED mode--     . running with 1536 MPI processes-----------------------------------------------------------------------------```  - Execute the geodynamic models found in the `geodynamic_models` folder. This step will require at least about 500 MPI processes (dependent on the amount of memory on your system) and several days of time per model.

- The folder `geodynamic_postprocessing` contains a number of Python scripts and the necessary parts of the original model output to recreate the analysis of the geodynamic model output.

- The folder `seismic_postprocessing` contains Matlab and Python scripts that convert the geodynamic model output and perform seismic analyses. The folder contains a separate file `README.txt` that explains the process.
DOI: 10.5281/zenodo.14916284
title: Understanding Sub-Lithospheric Small-Scale Convection By Linking Models Of Grain Size Evolution, Mantle Convection and Seismic Tomography: Data

description: Understanding Sub-Lithospheric Small-Scale Convection By Linking Models Of Grain Size Evolution, Mantle Convection and Seismic Tomography: Data

This repository accompanies the paper

Dannberg, J., Eilon, Z., Russell, J.B., Gassmöller, R.: Understanding Sub-Lithospheric Small-Scale Convection By Linking Models Of Grain Size Evolution, Mantle Convection and Seismic Tomography.

This repository contains instructions on how to compile, execute, and postprocess the geodynamic models. Additionally, it contains scripts to convert the model output to seismic observables and analyze the resulting seismic models. To reproduce the workflow of the publication follow these steps:

- Compile the version of the ASPECT geodynamic modeling software found in the `aspect` folder. You can find instructions on how to compile ASPECT in `aspect/doc/sphinx/user/install`. To make sure you use the same (or similar) underlying libraries, you should see the following (or similar) output when executing ASPECT:

```------------------------------------------------------------------------------- This is ASPECT, the Advanced Solver for Problems in Earth's ConvecTion.--     . version 2.5.0-pre (grain_size_ridge_06_2023, 58cdddba8)--     . using deal.II 9.4.2--     .       with 64 bit indices and vectorization level 3 (512 bits)--     . using Trilinos 13.2.0--     . using p4est 2.3.2--     . running in OPTIMIZED mode--     . running with 1536 MPI processes-----------------------------------------------------------------------------```  - Execute the geodynamic models found in the `geodynamic_models` folder. This step will require at least about 500 MPI processes (dependent on the amount of memory on your system) and several days of time per model.

- The folder `geodynamic_postprocessing` contains a number of Python scripts and the necessary parts of the original model output to recreate the analysis of the geodynamic model output.

- The folder `seismic_postprocessing` contains Matlab and Python scripts that convert the geodynamic model output and perform seismic analyses. The folder contains a separate file `README.txt` that explains the process.
DOI: 10.5281/zenodo.15458363
title: Institutional Performance and CPI Data for Indonesia (2019–2023)

description: This dataset supports the study titled "Institutional Governance and Perceived Corruption in Indonesia: CPI Trends Across Key Data Sources". It consists of time-series panel data from 2019 to 2023 that explore the relationship between institutional governance indicators and Indonesia’s Corruption Perception Index (CPI).

The dataset includes the following variables:





Y: CPI score (from Transparency International/Katadata)




X1: KPK performance (number of corruption cases)




X2: BPK performance (audit quality index)




X3: BPKP performance (internal audit/control effectiveness)




X4: Attorney General’s Office performance (prosecutorial records)




X5: Good Corporate Governance implementation (composite score)




RES_1: Model residuals




RES_ABS: Absolute residuals for heteroscedasticity test



The data were compiled from public institutional reports and national CPI summaries. No personal or sensitive information is included. This dataset is provided in .xlsx format and is intended to support regression-based empirical analysis under the framework of SDG 16.

Researchers are free to reuse the dataset with appropriate citation. This open data release aligns with best practices in research transparency and reproducibility.
DOI: 10.5281/zenodo.15458364
title: Institutional Performance and CPI Data for Indonesia (2019–2023)

description: This dataset supports the study titled "Institutional Governance and Perceived Corruption in Indonesia: CPI Trends Across Key Data Sources". It consists of time-series panel data from 2019 to 2023 that explore the relationship between institutional governance indicators and Indonesia’s Corruption Perception Index (CPI).

The dataset includes the following variables:





Y: CPI score (from Transparency International/Katadata)




X1: KPK performance (number of corruption cases)




X2: BPK performance (audit quality index)




X3: BPKP performance (internal audit/control effectiveness)




X4: Attorney General’s Office performance (prosecutorial records)




X5: Good Corporate Governance implementation (composite score)




RES_1: Model residuals




RES_ABS: Absolute residuals for heteroscedasticity test



The data were compiled from public institutional reports and national CPI summaries. No personal or sensitive information is included. This dataset is provided in .xlsx format and is intended to support regression-based empirical analysis under the framework of SDG 16.

Researchers are free to reuse the dataset with appropriate citation. This open data release aligns with best practices in research transparency and reproducibility.
DOI: 10.6084/m9.figshare.29094596
title: Supplement Figures.zip

description: FOXK2
DOI: 10.6084/m9.figshare.29094596.v1
title: Supplement Figures.zip

description: FOXK2
DOI: 10.15468/dl.mmswgr
title: Occurrence Download

description: A dataset containing 54032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Legousia Durande"
 ]
}

 The dataset includes 54032 records from 696 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004637-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwwjey
title: Occurrence Download

description: A dataset containing 409376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophophanes cristatus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 409376 records from 610 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004634-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbtg78
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Leichardtia R.Br., 1848"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004643-250515123054153/datasets/export for details.
DOI: 10.15468/dl.fwxvag
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Shorea stenoptera Burck"
 ]
}

 The dataset includes 164 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004644-250515123054153/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/11858539
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.8rwjcx
title: Occurrence Download

description: A dataset containing 748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nothofagus pumilio (Poepp. & Endl.) Krasser",
 "Year 1991-2025"
 ]
}

 The dataset includes 748 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004645-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7as9z9
title: Occurrence Download

description: A dataset containing 9746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Leiocarpa Paul G.Wilson"
 ]
}

 The dataset includes 9746 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004646-250515123054153/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.29094599
title: System design -IDEF0

description: The development of critical thinking (CT) in online learning environments has become a major focus in educational research, though most studies have centered on discrete technological tools for CT instruction, with limited exploration of integrated environments that combine pedagogy and technology. This study aims to design and validate a Personalized Learning Environments-based Critical Thinking (PLEs-CT) platform to support the development of CT in undergraduates. The platform was developed based on the Real-World Practice-based Critical Thinking (RWP-CT) and the Integration Definition for Function Modeling 0 (IDEF0) method. A quasi-experimental study was conducted at a comprehensive university in eastern China, involving 40 second-year English majors. Pre- and post-intervention surveys and interviews with 12 participants evaluated the effectiveness of the PLEs-CT. Statistical analysis revealed significant improvements in overall CT (p &lt; 0.01) with a large effect size. Further analysis confirmed significant improvements in analytical skills, openness to CT, and its application (p &lt; 0.01). Thematic analysis supported these findings, highlighting positive evaluations of interactive features and personalized recommendations. The study introduces an innovative framework and offers valuable practical insights for effectively promoting CT within digital learning environments.