cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gx27ms
title: Occurrence Download

description: A dataset containing 5052 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Plan de gestion de la Réserve Naturelle Nationale du Pinail (86)-Inventaires réalisés sur la Réserve Naturelle Nationale du Pinail et ses alentours par le GEREPI"
 ]
}

 The dataset includes 5052 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006485-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17471442
title: Dataset for 'Anisotropic Phonon Dynamics and Transport Properties in Actinide van der Waals Semiconductor USe3'

description: This dataset contains raw and processed data supporting the study 'Probing Anisotropic Phonon Dynamics and Transport Properties in Uranium-Based 2D Semiconductors.' The data include DFT input/output files (VASP, Phonopy, ShengBTE), raw Raman and strain-dependent spectra, transport and magnetization measurement data, and microscopy characterization (SEM, TEM, EDS, XRD). The dataset underpins the findings described in the publication, detailing the anisotropic electronic, phononic, and transport behavior of USe₃ as a van der Waals actinide analogue of transition metal trichalcogenides.
DOI: 10.5281/zenodo.17471443
title: Dataset for 'Anisotropic Phonon Dynamics and Transport Properties in Actinide van der Waals Semiconductor USe3'

description: This dataset contains raw and processed data supporting the study 'Probing Anisotropic Phonon Dynamics and Transport Properties in Uranium-Based 2D Semiconductors.' The data include DFT input/output files (VASP, Phonopy, ShengBTE), raw Raman and strain-dependent spectra, transport and magnetization measurement data, and microscopy characterization (SEM, TEM, EDS, XRD). The dataset underpins the findings described in the publication, detailing the anisotropic electronic, phononic, and transport behavior of USe₃ as a van der Waals actinide analogue of transition metal trichalcogenides.
DOI: 10.5281/zenodo.17475128
title: MSP DATA SET
DOI: 10.5281/zenodo.17475244
title: Supporting Information

description: Supporting Information data tables.  Tables S4, S5, S10, and S12.
DOI: 10.5281/zenodo.17475243
title: Supporting Information

description: Supporting Information data tables.  Tables S4, S5, S10, and S12.
DOI: 10.34808/fj1z-hv70
title: The dynamics of creating a register of immovable monuments based on the date of entry in the register – a comparison of 2024 and 2025

description: This dataset illustrates the dynamics of creating a register of immovable monuments based on the date of entry in the register in specific years. It compares data from 2024 and 2025. The dataset has been compiled based on the data contained in the Registry of archeological monuments as at 04.10.2024 and 20.05.2025.
DOI: 10.5281/zenodo.17474936
title: Hybrid agentic AI in safety-critical enterprise systems — derived data, VOSviewer files, and scripts (v1.0)

description: # Hybrid agentic AI in safety-critical enterprise systems — Derived data, VOSviewer files, and scripts

**Package**: SLNA_JDIS_Supplement_v1  **Date**: 2025-10-29  **Provenance**: Records retrieved from **Scopus (Elsevier)** on **[YYYY-MM-DD]** under institutional license. Only **derived, non-proprietary** artifacts are shared.

## Contents- **Tables/**    - `Table_S1_SearchStrategy.csv` — database, date, query string, records retrieved (fill date/query if placeholders remain).    - `Table_S2_PRISMA_Counts.csv` — study selection counts (update duplicates/full-text assessed if needed).    - `Table_S3_Descriptives.xlsx` — descriptive summary of included studies.    - `Table_S4_KeywordClusters.csv` — terms, occurrences, and clusters (parsed or frequency-based).    - `Table_S5_BridgeLinks.csv` — hinge links between method hubs and application themes.- **VOSviewer/**    - `VOS_map.txt` — exported map (text).    - `VOS_network.txt` — exported network (text).    - `thesaurus.txt` — starter thesaurus (edit to merge synonyms; VOSviewer expects `label,replace by`).- **Figures_src/**    - `Fig_2A_pub_year_trend.png`    - `Fig_2B_effect_directions.png`    - `Fig_3A_network_README.txt` (placeholder; add the exported PNG)    - `Fig_3B_overlay.png`- **Scripts/**    - (Add your R/Python scripts; include session info and seed for reproducibility.)- **Metadata/**    - `CITATION_DOI_LIST.csv` — deduplicated list of DOIs from the corpus.    - `DATA_AVAILABILITY_STATEMENTS.txt` — JDIS-ready statements (Open/Mixed/Restricted + anonymous variants).

## How to reproduce (outline)1. Prepare normalized keyword list; update `VOSviewer/thesaurus.txt` as needed.  2. Run data prep scripts to export VOSviewer files (`.map`, `.net`) and figures ≥300 dpi.  3. Regenerate Tables S1–S5 if counts or thresholds change.  4. Update `Table_S1_SearchStrategy.csv` with exact search strings and final dates.  5. Create a deposit in **Zenodo** (or **OSF**), choose **CC BY 4.0** for data and **MIT/Apache-2.0** for code, and reserve a DOI.

## License- Data: **CC BY 4.0**- Code (add later): **MIT** (or Apache-2.0)

## Contact- Corresponding author: [erlan.darmawan@uniku.ac.id]
DOI: 10.5281/zenodo.17474935
title: Hybrid agentic AI in safety-critical enterprise systems — derived data, VOSviewer files, and scripts (v1.0)

description: # Hybrid agentic AI in safety-critical enterprise systems — Derived data, VOSviewer files, and scripts

**Package**: SLNA_JDIS_Supplement_v1  **Date**: 2025-10-29  **Provenance**: Records retrieved from **Scopus (Elsevier)** on **[YYYY-MM-DD]** under institutional license. Only **derived, non-proprietary** artifacts are shared.

## Contents- **Tables/**    - `Table_S1_SearchStrategy.csv` — database, date, query string, records retrieved (fill date/query if placeholders remain).    - `Table_S2_PRISMA_Counts.csv` — study selection counts (update duplicates/full-text assessed if needed).    - `Table_S3_Descriptives.xlsx` — descriptive summary of included studies.    - `Table_S4_KeywordClusters.csv` — terms, occurrences, and clusters (parsed or frequency-based).    - `Table_S5_BridgeLinks.csv` — hinge links between method hubs and application themes.- **VOSviewer/**    - `VOS_map.txt` — exported map (text).    - `VOS_network.txt` — exported network (text).    - `thesaurus.txt` — starter thesaurus (edit to merge synonyms; VOSviewer expects `label,replace by`).- **Figures_src/**    - `Fig_2A_pub_year_trend.png`    - `Fig_2B_effect_directions.png`    - `Fig_3A_network_README.txt` (placeholder; add the exported PNG)    - `Fig_3B_overlay.png`- **Scripts/**    - (Add your R/Python scripts; include session info and seed for reproducibility.)- **Metadata/**    - `CITATION_DOI_LIST.csv` — deduplicated list of DOIs from the corpus.    - `DATA_AVAILABILITY_STATEMENTS.txt` — JDIS-ready statements (Open/Mixed/Restricted + anonymous variants).

## How to reproduce (outline)1. Prepare normalized keyword list; update `VOSviewer/thesaurus.txt` as needed.  2. Run data prep scripts to export VOSviewer files (`.map`, `.net`) and figures ≥300 dpi.  3. Regenerate Tables S1–S5 if counts or thresholds change.  4. Update `Table_S1_SearchStrategy.csv` with exact search strings and final dates.  5. Create a deposit in **Zenodo** (or **OSF**), choose **CC BY 4.0** for data and **MIT/Apache-2.0** for code, and reserve a DOI.

## License- Data: **CC BY 4.0**- Code (add later): **MIT** (or Apache-2.0)

## Contact- Corresponding author: [erlan.darmawan@uniku.ac.id]
DOI: 10.34808/ajnx-qz80
title: Number of Enterprises in Poland from 1998 to 2023

description: This dataset contains statistical data on the number of small and medium-sized enterprises (SMEs) operating in the Polish market. The data presented covers the years 1998-2023. The number of enterprises is presented as the total number of enterprises and broken down by enterprise size (micro-enterprises, small and medium-sized enterprises, and large enterprises).
DOI: 10.5281/zenodo.15829772
title: MSP DATA SET
DOI: 10.5281/zenodo.15829773
title: Spreadsheet for myoPS data analysis
DOI: 10.15468/dl.6rsjc2
title: Occurrence Download

description: A dataset containing 42178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquila adalberti"
 ]
}

 The dataset includes 42178 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006486-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exjq3v
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arisaema takesimense"
 ]
}

 The dataset includes 137 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006487-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jrb45
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Rhodomyrtus tomentosa"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006488-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/0v32-q055
title: SMEs in Poland from 2001 to 2023

description: This dataset presents information on the structure of the small and medium-sized enterprise (SME) sector in Poland from 2021 to 2023. It includes data on the main industries in which entrepreneurs chose to conduct their businesses, the number of operations conducted, and the structure and number of enterprises in each group, taking into account enterprise size (micro, small, medium).
DOI: 10.18144/4c9a1522-025e-41f0-931d-49aa5bcc5ea3
title: Données brutes de sismique réflexion 2D anciennes campagnes utilisées dans le programme Geoscan IDF

description: Données brutes de sismique réflexion 2D de campagnes d'exploration pétrolières datant des années 1982 à 1992, utilisées dans le cadre du programme d'exploration des ressources géothermales profondes de l'ouest et du sud de l'Île-de-France (Géoscan IDF) financé par l'ADEME. 
Le jeu de données est composé des tirs sismiques habillés de la géométrie, sous format segy, d'un fichier zip regroupant les fichiers SPS de ces lignes, d'un fichier zip regroupant le shapefile des lignes donnant la position des lignes CMP après retraitement et d'un fichier zip regroupant les paramètres d’acquisition des principales campagnes, en revanche, ces éléments de paramètres d'acquisition n'existent pas pour l'ensemble des campagnes.
Au total, le jeu de données regroupe 91 lignes sur près de 1700 km.
DOI: 10.5281/zenodo.17475034
title: DMRsegaldata Source Files

description: Data package providing example DNA methylation files used in the DMRsegal vignette and examples. Includes a sorted beta matrix as a tab-delimited, bgzip-compressed file and a matching phenotype table. The data contains 10 healthy and 10 cancer samples, and preprocessing has already been performed on the beta values.
DOI: 10.24435/materialscloud:1s-bf
title: Electrically driven first-order phase transition of a 2D ionic crystal at the electrode/electrolyte interface

description: Liquid electrolytes adsorbed at the surface of metallic electrodes display a multitude of structures that can largely differ from the parent bulk system, both in terms of composition and local organization. In particular, the existence of disorder-order or order-order transitions has been increasingly reported in experimental and simulation studies, and the electrode potential identified as the corresponding driving force. The microscopic mechanisms and the stages of the process are, however, poorly understood, and the free energy variation during the transition remains insufficiently characterized. To fill this gap, we investigate the crystallization of the adsorbed layer in a prototypical molten salt-metal interface. We demonstrate that the transition from the disordered to ordered structures proceeds in two stages. Pre-ordering effects are observed across a wide range of potentials, resulting in the formation of a poly-crystalline structure on the electrode surface, before an abrupt ordering transition finally occurs. The pre-ordering displays signature of a continuous transition. On the other hand, finite-size effects analysis proves the first-order character of the transition towards the mono-crystalline state. Upon increasing the system size, a shift in the onset applied voltage is observed, accompanied by a dramatic increase in the free energy barrier. The latter reflects in the interfacial capacitance, which displays a peak that sharpens with increasing system size.
DOI: 10.24435/materialscloud:da-za
title: Electrically driven first-order phase transition of a 2D ionic crystal at the electrode/electrolyte interface

description: Liquid electrolytes adsorbed at the surface of metallic electrodes display a multitude of structures that can largely differ from the parent bulk system, both in terms of composition and local organization. In particular, the existence of disorder-order or order-order transitions has been increasingly reported in experimental and simulation studies, and the electrode potential identified as the corresponding driving force. The microscopic mechanisms and the stages of the process are, however, poorly understood, and the free energy variation during the transition remains insufficiently characterized. To fill this gap, we investigate the crystallization of the adsorbed layer in a prototypical molten salt-metal interface. We demonstrate that the transition from the disordered to ordered structures proceeds in two stages. Pre-ordering effects are observed across a wide range of potentials, resulting in the formation of a poly-crystalline structure on the electrode surface, before an abrupt ordering transition finally occurs. The pre-ordering displays signature of a continuous transition. On the other hand, finite-size effects analysis proves the first-order character of the transition towards the mono-crystalline state. Upon increasing the system size, a shift in the onset applied voltage is observed, accompanied by a dramatic increase in the free energy barrier. The latter reflects in the interfacial capacitance, which displays a peak that sharpens with increasing system size.
DOI: 10.15468/dl.sbwkbm
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Neogale"
 ]
}

 The dataset includes 56 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006489-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63dbs4
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 2016f9f5-1ee9-43cb-9ed7-021a2bd938e5, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, ef807e08-c954-487f-9e70-3cc75f173812, d0e01e0c-7e8c-49aa-aeed-15fab7dfee46, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 8d861745-d64d-419e-a9ea-251f56a631a7)",
 "TaxonKey is Eucalyptus globulus"
 ]
}

 The dataset includes 60 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006490-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpt652
title: Occurrence Download

description: A dataset containing 14582 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pudu puda"
 ]
}

 The dataset includes 14582 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006491-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr39377
title: COVID-19 U.S. State Policy Database, 2020-2022
title: Archival Version

description: The COVID-19 U.S. State Policy Database tracks state policies in response to the COVID-19 pandemic. The study was created by researchers at the Boston University School of Public Health and includes data on closures, shelter-in-place orders, housing protections, changes to Medicaid and SNAP, physical distancing closures, reopening, and more. Policies included are state-wide directives or mandates, not guidance or recommendations. In order for a policy to be included, it must have applied to the entire state.
description: To track state policies in response to the COVID-19 pandemic within the United States.
description: The data includes variables on closures, state of emergencies, physical distancing, reopening, shelter, masks, alcohol and firearms, quarantines, vaccines, housing, food security, healthcare delivery, race, incarceration, unemployment, workplaces, substance use policies, state characteristics, voting by mail, and minimum wages.
description: Datasets: 
DS1: COVID-19 U.S. State Policy Database, 2020-2022
description: State policies related to COVID-19. Smallest Geographic Unit: State
description: web scrapingThis study is a curated version of a study on OpenICPSR. For more information, please visit the study page on the OpenICPSR website.For additional information on notes, links, and contributors, please see the zip package and README file that accompanies the data.
DOI: 10.3886/icpsr39377.v1
title: COVID-19 U.S. State Policy Database, 2020-2022
title: Version 1

description: The COVID-19 U.S. State Policy Database tracks state policies in response to the COVID-19 pandemic. The study was created by researchers at the Boston University School of Public Health and includes data on closures, shelter-in-place orders, housing protections, changes to Medicaid and SNAP, physical distancing closures, reopening, and more. Policies included are state-wide directives or mandates, not guidance or recommendations. In order for a policy to be included, it must have applied to the entire state.
description: To track state policies in response to the COVID-19 pandemic within the United States.
description: The data includes variables on closures, state of emergencies, physical distancing, reopening, shelter, masks, alcohol and firearms, quarantines, vaccines, housing, food security, healthcare delivery, race, incarceration, unemployment, workplaces, substance use policies, state characteristics, voting by mail, and minimum wages.
description: Datasets: 
DS1: COVID-19 U.S. State Policy Database, 2020-2022
description: State policies related to COVID-19. Smallest Geographic Unit: State
description: web scrapingThis study is a curated version of a study on OpenICPSR. For more information, please visit the study page on the OpenICPSR website.For additional information on notes, links, and contributors, please see the zip package and README file that accompanies the data.
DOI: 10.18746/bmth.data.00000465
title: Artificial intelligence and Signal Analysis for COPD Classification: detecting and Understanding Respiratory Disease Severity - dataset
DOI: 10.15468/dl.ynahbj
title: Occurrence Download

description: A dataset containing 429087 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus padus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 429087 records from 1102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006472-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vihhsg
title: Occurrence Download

description: A dataset containing 2039 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spheniscus mendiculus Sundevall, 1871"
 ]
}

 The dataset includes 2039 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012319-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcbkhq
title: Occurrence Download

description: A dataset containing 937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "VerbatimScientificName is abra aequalis"
 ]
}

 The dataset includes 937 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012610-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4e8fr
title: Occurrence Download

description: A dataset containing 2026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-16.17188 30.75128,11.25 30.75128,11.25 47.04018,-16.17188 47.04018,-16.17188 30.75128))",
 "HasGeospatialIssue is false",
 "TaxonKey is Antirrhinum graniticum Rothm."
 ]
}

 The dataset includes 2026 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245507-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwao3o
title: Occurrence Download

description: A dataset containing 29326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoebastria nigripes (Audubon, 1839)"
 ]
}

 The dataset includes 29326 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012320-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv5cm4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Goniopteris glochidiata (Mett. ex C.Chr.) Brade"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259938-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62qn3q
title: Occurrence Download

description: A dataset containing 5034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Sonchus asper (L.) Hill"
 ]
}

 The dataset includes 5034 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041642-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.