cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.etyg2m
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malapterurus minjiriya Sagua, 1987"
 ]
}

 The dataset includes 36 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331372-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sujkcn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exyrias volcanus (Herre, 1927)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0331374-210914110416597/datasets/export for details.
DOI: 10.25582/data.2023-05.2800195/2342697
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.xuserk
title: Occurrence Download

description: A dataset containing 1176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thevetia ovata (Cav.) A.DC."
 ]
}

 The dataset includes 1176 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142790-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-05.2799908/2342698
title: Data for EMSL Project 51287 from May 2023
DOI: 10.15468/dl.g398v3
title: Occurrence Download

description: A dataset containing 502281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India"
 ]
}

 The dataset includes 502281 records from 383 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0357641-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/emg5-se53
title: Adversity Response Profile for Indian Higher Education

description: This dataset focuses on the redevelopment and psychometric evaluation of the Adversity Response Profile for Indian Higher Education Institution (ARP-IHEI) students, emphasizing its importance in understanding how individuals respond to adversity. The data were gathered from a sample of 122 second year students at school of computing, MIT Art, Design and Technology University. The psychometric properties were rigorously examined using factor analysis.
DOI: 10.15468/dl.7b966g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cerodontha unisetiorbita Zlobin, 1993)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034930-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu3dhq
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nitraria tangutorum Bobrov"
 ]
}

 The dataset includes 185 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034931-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzqpd2
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calycomyza lantanae (Frick, 1956))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034932-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52zs7q
title: Occurrence Download

description: A dataset listing the 12573 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet automatically identified occurrences"
 ]
}

 The dataset's 12573 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034914-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4d64q
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ophiomyia lantanae (Froggatt, 1919))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 315 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034933-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hynjv6
title: Occurrence Download

description: A dataset containing 359201559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae",
 "Year 1000-2022"
 ]
}

 The dataset includes 359201559 records from 13209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034685-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17082972
title: Debris Flow Susceptibility Dataset of the Jinsha River Basin, China

description: This dataset, in ESRI Shapefile (SHP) format, provides key hydrological and geomorphological parameters for river channels in the Jinsha River Basin. It includes stream power, stream power gradient, channel elevation, slope, discharge, geographic coordinates, and catchment area. Additional attributes comprise extreme precipitation frequency (RainNumber, 2011–2020), extreme precipitation severity (RainSeveri, 2011–2020), connectivity index (IC_mean_90), and soil erodibility (K_mean_90). The dataset is compatible with ArcGIS and other GIS software, supporting debris flow susceptibility and watershed hazard analysis.
DOI: 10.5281/zenodo.17082973
title: Debris Flow Susceptibility Dataset of the Jinsha River Basin, China

description: This dataset, in ESRI Shapefile (SHP) format, provides key hydrological and geomorphological parameters for river channels in the Jinsha River Basin. It includes stream power, stream power gradient, channel elevation, slope, discharge, geographic coordinates, and catchment area. Additional attributes comprise extreme precipitation frequency (RainNumber, 2011–2020), extreme precipitation severity (RainSeveri, 2011–2020), connectivity index (IC_mean_90), and soil erodibility (K_mean_90). The dataset is compatible with ArcGIS and other GIS software, supporting debris flow susceptibility and watershed hazard analysis.
DOI: 10.15468/dl.uee4f4
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha podagrica",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044590-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sq58n
title: Occurrence Download

description: A dataset containing 7209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquilegia coerulea",
 "Year 1970-2025"
 ]
}

 The dataset includes 7209 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044588-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n88c3t
title: Occurrence Download

description: A dataset containing 7134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubia tinctorum"
 ]
}

 The dataset includes 7134 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044587-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkrznp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha podagrica",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044591-250827131500795/datasets/export for details.
DOI: 10.15468/dl.3sxbk8
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha podagrica",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 212 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044592-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17082980
title: Force Lines: A Speculative Framework for Matter, Energy, Gravity, and Unification (Parts I & II) - Weber

description: This two-part work presents a speculative but mathematically grounded framework — the Force-Line Theory (QBB) — in which all of physics may be reinterpreted through the geometry of force lines, knots, and rays.





Part I (The Manifesto and Framework):Introduces the central idea that matter is composed of knots of bound force lines while radiation consists of unbound rays. Gravity is reinterpreted as the curvature produced by these configurations through the stress–energy tensor. Mathematical anchors include knotted Maxwell solutions, Faddeev–Skyrme soliton bounds, and Born–Infeld electrodynamics. Standard processes such as pair creation, annihilation, and gravitational lensing are re-expressed as transitions between bound and unbound states.




Part II (Flavors and Unification):Extends the framework by proposing that the known forces — gravity, electromagnetism, thermal transfer, and nuclear binding — are flavors of force lines distinguished by frequency, polarity, and curvature. Matter/antimatter annihilation, black holes as dimensional breaches, and the cosmic background radiation are reinterpreted in this language. Predictions are outlined, including nuclear resonance shifts, thermal coherence at nanoscales, flavor-coupled gravitational lensing, and horizon-scale black hole anomalies.



Tone and Aim:These papers are openly labeled speculative, but the mathematics is conservative and the predictions are falsifiable. They are submitted in humility: I can only theorize truth as I see it. If you have the resources to test, prove, or disprove, you have my thanks.  RJW, a simple man who travels the universe in theory and insight with a potential for truth
DOI: 10.5281/zenodo.17082981
title: Force Lines: A Speculative Framework for Matter, Energy, Gravity, and Unification (Parts I & II) - Weber

description: This two-part work presents a speculative but mathematically grounded framework — the Force-Line Theory (QBB) — in which all of physics may be reinterpreted through the geometry of force lines, knots, and rays.





Part I (The Manifesto and Framework):Introduces the central idea that matter is composed of knots of bound force lines while radiation consists of unbound rays. Gravity is reinterpreted as the curvature produced by these configurations through the stress–energy tensor. Mathematical anchors include knotted Maxwell solutions, Faddeev–Skyrme soliton bounds, and Born–Infeld electrodynamics. Standard processes such as pair creation, annihilation, and gravitational lensing are re-expressed as transitions between bound and unbound states.




Part II (Flavors and Unification):Extends the framework by proposing that the known forces — gravity, electromagnetism, thermal transfer, and nuclear binding — are flavors of force lines distinguished by frequency, polarity, and curvature. Matter/antimatter annihilation, black holes as dimensional breaches, and the cosmic background radiation are reinterpreted in this language. Predictions are outlined, including nuclear resonance shifts, thermal coherence at nanoscales, flavor-coupled gravitational lensing, and horizon-scale black hole anomalies.



Tone and Aim:These papers are openly labeled speculative, but the mathematics is conservative and the predictions are falsifiable. They are submitted in humility: I can only theorize truth as I see it. If you have the resources to test, prove, or disprove, you have my thanks.  RJW, a simple man who travels the universe in theory and insight with a potential for truth
DOI: 10.15468/dl.wzt87j
title: Occurrence Download

description: A dataset containing 10259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera glauca"
 ]
}

 The dataset includes 10259 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044593-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swfu5p
title: Occurrence Download

description: A dataset containing 3449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Smilax sieboldii"
 ]
}

 The dataset includes 3449 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044594-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guepmt
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Campephilus principalis",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 184 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044595-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17083165
title: code
DOI: 10.5281/zenodo.17083166
title: code
DOI: 10.15468/dl.wgqdsw
title: Occurrence Download

description: A dataset containing 39633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 1980"
 ]
}

 The dataset includes 39633 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044561-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xck2rm
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha podagrica",
 "Country is Philippines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044597-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uw8v7h
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha podagrica",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044598-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5yunj
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha podagrica",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044601-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z5jmc
title: Occurrence Download

description: A dataset containing 2461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera aggregata"
 ]
}

 The dataset includes 2461 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044600-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78adsn
title: Occurrence Download

description: A dataset containing 23906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1979",
 "Year is less than or equal to 1979"
 ]
}

 The dataset includes 23906 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044570-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16924931
title: Privacy-Preserving AI Methods for Identity Fraud Detection: A Systematic Review

description: This dataset accompanies the systematic literature review reported in AI-BASED IDENTITY FRAUD DETECTION: A SYSTEMATIC REVIEW. It provides the screening logs for the title–abstract stage and the bibliographic sets used for full-text retrieval/assessment. No full-text PDFs are included.

Contents





Rayyan raw screening data (ZIP)Export used for the title–abstract stage.





articles.csv — deduplicated records retained for screening (1,119 unique articles).




customizations_log.csv — Rayyan action log capturing screening decisions (Include / Exclude / Maybe).CSVs are UTF-8, comma-delimited.






EndNote – Included set (CSV)CSV exported from EndNote containing the 193 records that were in the Rayyan Included set and were used for full-text retrieval.




EndNote library for full-text stage (.enlx)

Archived EndNote library representing the reference set used at full-text screening.





Classification: records are tagged/grouped into Included papers and Excluded papers.




Hygiene: no attached PDFs are included. Opening the .enlx restores an .enl with its Data folder






PRISMA flowchart and Checklist

Access and requests

Access to the live Rayyan workspace can be granted to editors/reviewers upon request during peer review. If additional formats are required, please contact the corresponding author
DOI: 10.5281/zenodo.17083129
title: Privacy-Preserving AI Methods for Identity Fraud Detection: A Systematic Review

description: This dataset accompanies the systematic literature review reported in AI-BASED IDENTITY FRAUD DETECTION: A SYSTEMATIC REVIEW. It provides the screening logs for the title–abstract stage and the bibliographic sets used for full-text retrieval/assessment. No full-text PDFs are included.

Contents





Rayyan raw screening data (ZIP)Export used for the title–abstract stage.





articles.csv — deduplicated records retained for screening (1,119 unique articles).




customizations_log.csv — Rayyan action log capturing screening decisions (Include / Exclude / Maybe).CSVs are UTF-8, comma-delimited.






EndNote – Included set (CSV)CSV exported from EndNote containing the 193 records that were in the Rayyan Included set and were used for full-text retrieval.




EndNote library for full-text stage (.enlx)

Archived EndNote library representing the reference set used at full-text screening.





Classification: records are tagged/grouped into Included papers and Excluded papers.




Hygiene: no attached PDFs are included. Opening the .enlx restores an .enl with its Data folder






PRISMA flowchart and Checklist

Access and requests

Access to the live Rayyan workspace can be granted to editors/reviewers upon request during peer review. If additional formats are required, please contact the corresponding author
DOI: 10.5281/zenodo.17083182
title: COVID-19-Todesfälle in Deutschland

description: Im Datensatz "COVID-19-Todesfälle in Deutschland" des Robert Koch-Instituts werden täglich aktualisierte Informationen zu COVID-19-bedingten Todesfällen in Deutschland bereitgestellt. Die Datenerhebung erfolgt im Rahmen des Infektionsschutzgesetzes (IfSG). Der Datensatz umfasst aggregierte Todesfallzahlen nach Berichtsdatum, Altersgruppen und Bundesländern und wird ergänzt durch den Fall-Verstorbenen-Anteil. Der Datensatz ermöglicht fundierte Analysen zur Bewertung der Krankheitsschwere und Verbreitung von COVID-19 in Deutschland.
DOI: 10.15468/dl.4mmdmm
title: Occurrence Download

description: A dataset containing 206059 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum maculatum"
 ]
}

 The dataset includes 206059 records from 863 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044498-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hruf3u
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerangis kotschyana (Rchb.f.) Schltr."
 ]
}

 The dataset includes 160 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011970-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgu5mq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "StateProvince is one of (sucre)",
 "TaxonKey is one of (Bunocephalus colombianus Eigenmann, 1912)"
 ]
 }
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0425713-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-31957
title: Correspondence book No. 4 of Pentecostal Missionary Union [PMU], 1921-1923

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 4 including 2012 pages of PMU outgoing correspondence; 50 pages of subject index.