cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.167435.v1/t3
title: "Table2a" of "Measurement of the $Υ$(1S), $Υ$(2S), and $Υ$(3S) differential cross sections in pp collisions at $\sqrt{s}$ = 13.6 TeV"

description: Differential cross section times branching fraction for Upsilon(2S) -&gt; mu+ mu-, 
measured in the rapidity range |y| &lt; 0.6. This table corresponds to Figure 2 (left panel for |y|&lt;0.6, 
right panel for 0.6&lt;|y|&lt;1.2) and Table A.2 in the paper. Results assume 
unpolarized production; polarization correction factors are provided in Table 6.
description: Differential cross sections for Upsilon(1S), Upsilon(2S), and Upsilon(3S) 
production in pp collisions at sqrt(s) = 13.6 TeV, measured in the dimuon 
decay channel using 37.4 inverse femtobarns collected in 2022.

This HEPData entry provides the numerical values for:
- Figure 2: Differential cross sections (Tables 1a-3b)
- Figure 3: Cross section ratios (Tables 4a-5b)
- Table A.4: Polarization correction factors (Table 6)
DOI: 10.17182/hepdata.167435.v1/t5
title: "Table3a" of "Measurement of the $Υ$(1S), $Υ$(2S), and $Υ$(3S) differential cross sections in pp collisions at $\sqrt{s}$ = 13.6 TeV"

description: Differential cross section times branching fraction for Upsilon(3S) -&gt; mu+ mu-, 
measured in the rapidity range |y| &lt; 0.6. This table corresponds to Figure 2 (left panel for |y|&lt;0.6, 
right panel for 0.6&lt;|y|&lt;1.2) and Table A.3 in the paper. Results assume 
unpolarized production; polarization correction factors are provided in Table 6.
description: Differential cross sections for Upsilon(1S), Upsilon(2S), and Upsilon(3S) 
production in pp collisions at sqrt(s) = 13.6 TeV, measured in the dimuon 
decay channel using 37.4 inverse femtobarns collected in 2022.

This HEPData entry provides the numerical values for:
- Figure 2: Differential cross sections (Tables 1a-3b)
- Figure 3: Cross section ratios (Tables 4a-5b)
- Table A.4: Polarization correction factors (Table 6)
DOI: 10.17182/hepdata.167435.v1/t7
title: "Table4a" of "Measurement of the $Υ$(1S), $Υ$(2S), and $Υ$(3S) differential cross sections in pp collisions at $\sqrt{s}$ = 13.6 TeV"

description: Ratio of differential cross sections times branching fractions, 
Upsilon(2S)/Upsilon(1S), measured in the rapidity range |y| &lt; 0.6. 
This table corresponds to the top-left panel of Figure 3 in the paper.
description: Differential cross sections for Upsilon(1S), Upsilon(2S), and Upsilon(3S) 
production in pp collisions at sqrt(s) = 13.6 TeV, measured in the dimuon 
decay channel using 37.4 inverse femtobarns collected in 2022.

This HEPData entry provides the numerical values for:
- Figure 2: Differential cross sections (Tables 1a-3b)
- Figure 3: Cross section ratios (Tables 4a-5b)
- Table A.4: Polarization correction factors (Table 6)
DOI: 10.5281/zenodo.18412062
title: TreelineDynamics

description: All results from the project "Changing patterns of treeline shift acceleration in the Swiss Alps over the last 75 years"
DOI: 10.5281/zenodo.18412063
title: TreelineDynamics

description: All results from the project "Changing patterns of treeline shift acceleration in the Swiss Alps over the last 75 years"
DOI: 10.17182/hepdata.167435.v1/t11
title: "Table6" of "Measurement of the $Υ$(1S), $Υ$(2S), and $Υ$(3S) differential cross sections in pp collisions at $\sqrt{s}$ = 13.6 TeV"

description: Polarization correction factors for extreme polarization scenarios in the helicity frame 
(lambda_theta = +1 for transverse, lambda_theta = -1 for longitudinal). These factors allow conversion of the 
unpolarized cross sections (Tables 1-3) to any polarization scenario. This table corresponds to Table A.4 in the paper.
description: Differential cross sections for Upsilon(1S), Upsilon(2S), and Upsilon(3S) 
production in pp collisions at sqrt(s) = 13.6 TeV, measured in the dimuon 
decay channel using 37.4 inverse femtobarns collected in 2022.

This HEPData entry provides the numerical values for:
- Figure 2: Differential cross sections (Tables 1a-3b)
- Figure 3: Cross section ratios (Tables 4a-5b)
- Table A.4: Polarization correction factors (Table 6)
DOI: 10.34740/kaggle/dsv/14663177
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.17632/7jhycpbdpw
title: MirathQA: An Arabic Dataset for Islamic Inheritance Reasoning

description: The repository contains three processed files (train, val, and test) and (Mirath Dataset_final) the raw dataset, which includes the original collected cases used to generate the multiple-choice questions (MCQs). The scripts folder contains all the scripts that can be used to reproduce the dataset.
DOI: 10.17632/7jhycpbdpw.4
title: MirathQA: An Arabic Dataset for Islamic Inheritance Reasoning

description: The repository contains three processed files (train, val, and test) and (Mirath Dataset_final) the raw dataset, which includes the original collected cases used to generate the multiple-choice questions (MCQs). The scripts folder contains all the scripts that can be used to reproduce the dataset.
DOI: 10.7910/dvn/qylysa
title: Global Artificial Intelligence Indicator Database (GAID), 1998–2025
title: Integrated Indicators from the Stanford AI Index, OECD.ai, and the Global Index on Responsible AI

description: Overview:
The Global Artificial Intelligence Indicator Database (GAID) is a longitudinal panel dataset providing the most comprehensive, harmonized overview of the global AI landscape currently available. Spanning 1998 to 2025, GAID integrates, standardizes, and surgically cleans high-fidelity indicators from the world’s three premier AI monitoring authorities: Stanford's AI Index, OECD.ai (AI Policy Observatory), and the Global Index on Responsible AI (GIRAI).

Surgical Data Quality & Integrity:
Unlike raw index exports, GAID has undergone a rigorous 123-step "clinical" cleaning and deduplication protocol to ensure 100% data integrity. Key technical enhancements include:

1) Harmonized Longitudinal Structure: Multi-source data is consolidated into a "Long Format" (Tidy Data), optimized for immediate ingestion into R, Stata, Python, and SPSS.
2) Universal ISO3 Mapping: 251,676 observations for 214 countries and territories are mapped to standardized ISO3 alpha-3 codes, ensuring perfect join-compatibility with World Bank, IMF, and UN databases.
3) Total Data Completeness: The dataset is 100% complete across all core fields (e.g., Year, Country, ISO3, Metric, Value, Source, Source_Category).
4) Surgical Purging: All sub-national data, non-standard regional aggregates, and encoding artifacts have been removed to provide a pure, national-level research environment.

Expanded Dataset Scope:
1) Temporal Range: 1998 – 2025
2) Geographic Scope: 214 Countries/Territories
3) Indicator Density: 24,323 unique metrics (up from 203 in previous versions), providing unparalleled granular detail.
4) Observation Count: 251,676 verified rows.

Thematic Domains Include:
1) Research and Development: Publication counts, Field-Weighted Citation Impact (FWCI), arXiv submissions, and patent intensity.
2) Economy & Labor: AI hiring indices (relative to 2016 baselines), skill penetration, industrial robotics growth, and investment values.
3) Enterprise Adoption (OECD): Percentage-based metrics on AI use, big data analysis, cloud computing, and ICT security incidents across specific industry sectors and employee size classes.
4) Education: CS/Informatics graduation and enrollment trends, including per-capita growth rates.
5) Responsible AI (GIRAI): National AI strategy alignment with OECD principles, governance frameworks, and government action coefficients.
6) Public Opinion: Standardized sentiment and trust levels mapped to exact survey question statements (2022–2025).

Technical Usage Note:
Researchers are advised to consult the accompanying codebook (i.e., CODEBOOK_MASTER_AI_DATA.pdf) for precise data ranges, units of measure (Percentage vs. Ratio vs. Count), and descriptive definitions for the 24,000+ metrics.

(Version: 8.28)
DOI: 10.15468/dl.r7skub
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Commelina benghalensis benghalensis"
 ]
}

 The dataset includes 101 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005774-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccrt7u
title: Occurrence Download

description: A dataset containing 2003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malus baccata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2003 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005775-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbd4zm
title: Occurrence Download

description: A dataset containing 30795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polypogon monspeliensis (L.) Desf.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 30795 records from 853 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014342-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2ny2z
title: Occurrence Download

description: A dataset containing 13591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is one of (Apoyo para la infraestructura de la colección de artrópodos con y sin importancia médica del Laboratorio Estatal de Salud Pública del Estado de Guanajuato, Actualización de la Colección de Artrópodos con importancia médica (CAIM), Laboratorio de Entomología, InDRE, iNaturalist Research-grade Observations, Global compendium of Aedes aegypti occurrence, Computarización de la Colección de insectos y ácaros de importancia médica de la Facultad de Ciencias Biológicas, Universidad Autónoma de Nuevo León, Diagnóstico del estado actual de la invasión biológica por Aedes (Stegomyia) albopictus (Skuse) (Díptera: Culícidae) en las principales áreas naturales protegidas de la Península de Yucatán, México, Catálogo digital y clave ilustrada de los mosquitos (Diptera: Culicidae) de las zonas áridas de los estados de Nuevo León y Tamaulipas, México, Inventario florístico y entomofaunístico en tres objetos de conservación ecosistémicos en las zonas núcleo de las reservas estatales de Balam-kú y Balam-kin, Campeche (Insectos), Invertebrados y aves playeras de la Laguna Madre de Tamaulipas, México (Insectos), Mosquito Alert Dataset)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Continent derived from coordinates, Occurrence status unparsable, Occurrence status inferred from individual count)",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "PublishingOrg is one of (ff90b050-c256-11db-b71b-b8a03c50a862, 92f51af1-e917-49bc-a8ed-014ed3a77bec, 7f7b1e09-01e5-4eb3-8dc0-6a3a6bea9a5c, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is one of (Aedes aegypti (Linnaeus, 1762), Aedes aegypti aegypti)",
 "Year 2000-2025"
 ]
}

 The dataset includes 13591 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014344-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3qb59
title: Occurrence Download

description: A dataset containing 3455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Proboscidea louisianica (Mill.) Thell.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3455 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014345-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jttp7
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limulus O.F.Müller, 1785"
 ]
}

 The dataset's 7 records were derived from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014343-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.us75pn
title: Occurrence Download

description: A dataset containing 18216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limulus polyphemus (Linnaeus, 1758)"
 ]
}

 The dataset includes 18216 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014347-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek9u3v
title: Occurrence Download

description: A dataset containing 13591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is one of (Apoyo para la infraestructura de la colección de artrópodos con y sin importancia médica del Laboratorio Estatal de Salud Pública del Estado de Guanajuato, Actualización de la Colección de Artrópodos con importancia médica (CAIM), Laboratorio de Entomología, InDRE, iNaturalist Research-grade Observations, Global compendium of Aedes aegypti occurrence, Computarización de la Colección de insectos y ácaros de importancia médica de la Facultad de Ciencias Biológicas, Universidad Autónoma de Nuevo León, Diagnóstico del estado actual de la invasión biológica por Aedes (Stegomyia) albopictus (Skuse) (Díptera: Culícidae) en las principales áreas naturales protegidas de la Península de Yucatán, México, Catálogo digital y clave ilustrada de los mosquitos (Diptera: Culicidae) de las zonas áridas de los estados de Nuevo León y Tamaulipas, México, Inventario florístico y entomofaunístico en tres objetos de conservación ecosistémicos en las zonas núcleo de las reservas estatales de Balam-kú y Balam-kin, Campeche (Insectos), Invertebrados y aves playeras de la Laguna Madre de Tamaulipas, México (Insectos), Mosquito Alert Dataset)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates)",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "PublishingOrg is one of (ff90b050-c256-11db-b71b-b8a03c50a862, 92f51af1-e917-49bc-a8ed-014ed3a77bec, 7f7b1e09-01e5-4eb3-8dc0-6a3a6bea9a5c, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is one of (Aedes aegypti (Linnaeus, 1762), Aedes aegypti aegypti)",
 "Year 2000-2025"
 ]
}

 The dataset includes 13591 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014348-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hddhk5
title: Occurrence Download

description: A dataset containing 113745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prunus cerasifera Ehrh.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 113745 records from 666 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014346-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1184/r1/29104040.v1
title: EEG-BCI Dataset for Real-time Robotic Hand Control at Individual Finger Level

description: In this study, subjects controlled an EEG-based BCI using motor execution or motor imagery of their fingers within the dominant hand to control the corresponding finger motions of a robotic hand in real time. Twenty-one right-handed subjects participated in one offline and two online sessions each for finger motor execution and motor imagery tasks. Sixteen out of the twenty-one subjects completed three more motor imagery online sessions and two more online sessions with smoothed robotic control, one for finger motor execution tasks and one for finger motor imagery tasks. The dataset includes EEG recordings and real-time finger decoding results for each subject during multiple sessions. The detailed description of the study can be found in the following publication:<br>Ding, Y., Udompanyawit, C., Zhang, Y., & He, B. (2025). EEG-based brain-computer interface enables real-time robotic hand control at individual finger level. <i>Nature communications</i>, <i>16</i>(1), 5401. https://doi.org/10.1038/s41467-025-61064-x<br>If you use a part of this dataset in your work, please cite the above publication.<br>This dataset was collected under support from the National Institutes of Health via grants NS124564, NS131069, NS127849, and NS096761 to Dr. Bin He.<br>Correspondence about the dataset: Dr. Bin He, Carnegie Mellon University, Department of Biomedical Engineering, Pittsburgh, PA 15213. E-mail: bhe1@andrew.cmu.edu<br>
DOI: 10.1184/r1/29104040.v2
title: EEG-BCI Dataset for Real-time Robotic Hand Control at Individual Finger Level

description: In this study, subjects controlled an EEG-based BCI using motor execution or motor imagery of their fingers within the dominant hand to control the corresponding finger motions of a robotic hand in real time. Twenty-one right-handed subjects participated in one offline and two online sessions each for finger motor execution and motor imagery tasks. Sixteen out of the twenty-one subjects completed three more motor imagery online sessions and two more online sessions with smoothed robotic control, one for finger motor execution tasks and one for finger motor imagery tasks. The dataset includes EEG recordings and real-time finger decoding results for each subject during multiple sessions. The detailed description of the study can be found in the following publication:<br>Ding, Y., Udompanyawit, C., Zhang, Y., & He, B. (2025). EEG-based brain-computer interface enables real-time robotic hand control at individual finger level. <i>Nature communications</i>, <i>16</i>(1), 5401. https://doi.org/10.1038/s41467-025-61064-x<br>If you use a part of this dataset in your work, please cite the above publication.<br>This dataset was collected under support from the National Institutes of Health via grants NS124564, NS131069, NS127849, and NS096761 to Dr. Bin He.<br>Correspondence about the dataset: Dr. Bin He, Carnegie Mellon University, Department of Biomedical Engineering, Pittsburgh, PA 15213. E-mail: bhe1@andrew.cmu.edu<br>
DOI: 10.15468/dl.ktcdhy
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Nessaea obrinus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 79 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026062-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaspjy
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bujurquina tambopatae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026063-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8b4mf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum mauritianum",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026064-250811113504898/datasets/export for details.
DOI: 10.15468/dl.j7farf
title: Occurrence Download

description: A dataset containing 17397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcharodon carcharias",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 17397 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026065-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96nesv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026066-250811113504898/datasets/export for details.
DOI: 10.13011/m3-t3nc-0k12
title: FOXDEN dataset /beamline=3a/btr=test-123-a/cycle=2024-1/sample_name=lup-20kev-1
DOI: 10.15468/dl.bgsfzr
title: Occurrence Download

description: A dataset containing 85965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.00442 47.93582,7.22463 47.94319,7.22387 48.07281,6.99145 48.07875,7.00442 47.93582))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 85965 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025991-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5154f248
title: MassIVE MSV000098889 - Discovery lipidomics of Jurkat T cells stimulated with and without PMA
title: Lipidomics analysis of Jurkat T cells carrying an asthma risk allele at chromosome 17q21 (ORMDL3 SNP). The edited and unedited cells were stimulated with and without PMA to study the molecular changes associated with ORMDL3 SNP in asthma. A reference database for lipids identified from the MS/MS data was created and features from each analysis were then aligned to the reference database based on their identification, m/z and retention time using MZmine.
DOI: 10.15468/dl.rrfg2p
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-80.18691 43.48379,-80.1718 43.48379,-80.1718 43.49042,-80.18691 43.49042,-80.18691 43.48379))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026068-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.