cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8bpq2e
title: Occurrence Download

description: A dataset containing 1494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-122.6973062999999939 45.4942031000000000, -122.6973062999999939 45.4958400699999999, -122.6973062999999939 45.4973133499999989, -122.6973062999999939 45.4993595700000029, -122.6973062999999939 45.5009146900000019, -122.6973062999999939 45.5020605699999976, -122.6973062999999939 45.5036156999999974, -122.6952562999999969 45.5036156999999974, -122.6936982999999941 45.5036156999999974, -122.6918122999999952 45.5036156999999974, -122.6901723000000004 45.5036156999999974, -122.6891063000000059 45.5036156999999974, -122.6891063000000059 45.5023879700000009, -122.6891063000000059 45.5014057899999997, -122.6891063000000059 45.4998506599999999, -122.6891063000000059 45.4979681399999976, -122.6891063000000059 45.4962493199999969, -122.6891063000000059 45.4942031000000000, -122.6907463000000007 45.4942031000000000, -122.6918943000000013 45.4942031000000000, -122.6933702999999980 45.4942031000000000, -122.6954202999999950 45.4942031000000000, -122.6973062999999939 45.4942031000000000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1494 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098845-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anaujm
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pogonatum neesii (Müll.Hal.) Dozy",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 417 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043244-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7pt83
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-76.8262852999999950 42.1292390999999995, -76.8262852999999950 42.1296522700000011, -76.8262852999999950 42.1300396099999972, -76.8262852999999950 42.1304527799999988, -76.8262852999999950 42.1307626600000020, -76.8262852999999950 42.1311758299999966, -76.8262852999999950 42.1318213999999998, -76.8260273700000056 42.1318213999999998, -76.8254342200000053 42.1318213999999998, -76.8249184299999968 42.1318213999999998, -76.8244026400000024 42.1318213999999998, -76.8241447500000021 42.1318213999999998, -76.8236289599999935 42.1318213999999998, -76.8231389700000022 42.1318213999999998, -76.8226747599999982 42.1318213999999998, -76.8221847599999990 42.1318213999999998, -76.8215400299999942 42.1318213999999998, -76.8212047600000005 42.1318213999999998, -76.8205342400000006 42.1318213999999998, -76.8200700000000012 42.1318213999999998, -76.8200700000000012 42.1316148200000029, -76.8200700000000012 42.1310467099999997, -76.8200700000000012 42.1305819000000028, -76.8200700000000012 42.1298330300000003, -76.8200700000000012 42.1293682200000035, -76.8200700000000012 42.1292390999999995, -76.8207663499999995 42.1292390999999995, -76.8214368699999994 42.1292390999999995, -76.8220042300000046 42.1292390999999995, -76.8225458099999940 42.1292390999999995, -76.8233194900000029 42.1292390999999995, -76.8241189600000070 42.1292390999999995, -76.8246089600000062 42.1292390999999995, -76.8252794800000061 42.1292390999999995, -76.8258468500000049 42.1292390999999995, -76.8262852999999950 42.1292390999999995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095225-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqh8s3
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is South America",
 "Continent is North America"
 ]
 },
 "Country is Mexico",
 "TaxonKey is Taxidea taxus (Schreber, 1777)"
 ]
}

 The dataset includes 110 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022597-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zvtex
title: Occurrence Download

description: A dataset containing 864 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Geai des chênes 2010 - 2014 Coordonnées GPS Lambert 93"
 ]
}

 The dataset includes 864 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014466-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xarvyj
title: Occurrence Download

description: A dataset containing 2044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Launaea arborescens (Batt.) Murb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2044 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263312-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xvxzu
title: Occurrence Download

description: A dataset containing 6414 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de referencia de vectores de Leishmania spp (causante de Leshmaniasis cutánea localizada) de la Península de Yucatán y un estudio preliminar en un área endémica de Quintana Roo (ECOSUR)"
 ]
}

 The dataset includes 6414 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012488-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75ybxq
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cydia caryana (Fitch, 1856)",
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 822 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129993-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/xqnk-6g06
title: Church and Rood Alluvial River Channel Regime Data

description: Investigation of downstream hydraulic geometry in rivers in order to seek a rational basis for river behavior requires that data be properly comparable. Comparisons should be restricted to measurements that have been obtained by similar means: consistent river behavior should be sought only along reaches or amongst rivers that are homogeneous with respect to the main governing conditions of hydrology, sediment supply and alluvial materials. Data reported in the literature are usually insufficient to allow investigator assuredly to meet these criteria. This catalogue defines a set of consistent criteria for description of river channels. Although more or less arbitrary, they conform with usually preferred field practices. Ten river channel morphological types are defines as a basis for discriminating channels that may be compared meaningfully. About 500 sets of data are compiled that met the criteria and are drawn from a wide search of the literature. Almost all are located in humid or semi-arid temperature environments. At the minimum, discharge, gradient, section mean geometry, and bed material size must be given the basis of the data must be known. For many data sets, additional information is referred to in a "dictionary" of sources.
Many River stations have more than one entry, since data sets may be available for more than one discharge.
description: Data compiled from various sources on 284 streams and rivers: river morphology, river process, discharge, hydraulic geometry and grain size.

This is a historical dataset from the National Center for Earth-surface Dynamics, a National Science Foundation (NSF) Science and Technology Center (STC) headquartered at the St. Anthony Falls Laboratory (SAFL) at the University of Minnesota. Curators have had limited contact with the content creators; thus, minimal curation was performed.
DOI: 10.15468/dl.rr6x3u
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gloeophyllum protractum (Fr.) Imazeki",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is United States",
 "Country is United States of America",
 "Country is Canada",
 "Continent is North America"
 ]
 }
 ]
}

 The dataset includes 90 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134197-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxwak0
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((474.50903 21.37372,485.94580 21.37372,485.94580 25.94404,474.50903 25.94404,474.50903 21.37372))",
 "HasCoordinate is true",
 "TaxonKey is Carnivora",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 125 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001480-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyx6fs
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Telescopus fallax Fleischmann, 1831",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001480-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysb5q7
title: Occurrence Download

description: A dataset containing 1400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetronarce nobiliana (Bonaparte, 1835)"
 ]
}

 The dataset includes 1400 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060334-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nujxou
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinobothryum bovallii (Andersson, 1916)"
 ]
}

 The dataset includes 65 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001480-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.372wyt
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Launaea lanifera Pau",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 433 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263314-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef7nm6
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stylophora madagascarensis Veron, 2000"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136673-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfrxqe
title: Occurrence Download

description: A dataset containing 42052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Portugal, Spain, France, Germany, Belgium, Netherlands, Switzerland, Austria, Italy, Greece, Cyprus, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Hungary, Slovakia, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Bosnia and Herzegovina, Slovenia, Croatia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvia glutinosa L."
 ]
}

 The dataset includes 42052 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060333-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ffenx3
title: Arabic News Corpus on the Gaza War and Geopolitical Narratives (2023–2025)

description: &lt;p&gt;
This dataset contains a curated corpus of Arabic-language news articles and headlines related to geopolitical conflicts in the Middle East, with a particular focus on war reporting, political narratives, and media framing.
&lt;/p&gt;

&lt;p&gt;
The corpus was collected from publicly available news sources between 2023 and 2025 and includes cleaned textual content suitable for computational analysis, natural language processing (NLP), and media studies research.
&lt;/p&gt;

&lt;p&gt;
The dataset is intended to support research on sentiment analysis, framing detection, discourse analysis, and the limitations of word-based sentiment classification in politically sensitive contexts.
&lt;/p&gt;

&lt;p&gt;
All data were collected from open sources for research purposes only. No private or personal data are included.
&lt;/p&gt;
description: The dataset is intended for research and educational purposes. It reflects media coverage and does not represent the views of the author.
DOI: 10.7910/dvn/eb9gkx
title: Replication Data for: Covid-19 and Preferences for Progressive Taxation: Evidence from a 2020 U.S. Ballot Proposal

description: Replication data and code for "Covid-19 and Preferences for Progressive Taxation: Evidence from a 2020 U.S. Ballot Proposal"
DOI: 10.7910/dvn/iwauts
title: RGB Maize Kernels Image Dataset for grain quality screening: A use case- Detection of Aflatoxins and Fumonisins in Maize Using Computer Vision

description: This dataset comprises 5,143 consistently captured RGB images of maize kernels, designed to advance computer vision for food safety. Acquired under controlled lighting and background conditions, it minimizes extraneous variability to reliably train models for detecting aflatoxin and fumonisin contamination. Each image is annotated in YOLO format, with labels validated against laboratory measurements to ensure accuracy. Critically, images contain multiple kernels, mirroring real-world batch inspection scenarios and making the dataset particularly suitable for developing practical, edge-AI applications for use in resource-constrained environments like smallholder farms. To facilitate immediate use, the data is organized for compatibility with standard YOLO pipelines; the ‘images’ folder is split into sequential 7-Zip archives (begin extraction from images.7z.001), while labels are provided in a single labels.zip file. Users are advised to verify annotation alignment after extraction. Curated with reproducibility in mind, this resource adheres to FAIR data principles, supporting scalable, non-destructive screening research and fostering the development of low-cost, mobile tools for maize quality assessment.
DOI: 10.7910/dvn/frdjzz
title: Replication package for: “Do low-carbon city pilots deliver cleaner air? Evidence of delayed gains concentrated in industrial cities”

description: Code and derived city-year panels to reproduce all tables and figures; raw upstream data are not redistributed due to third-party licensing.
DOI: 10.7910/dvn/9nujjs
title: Data: A global analysis of land snail diversity on islands

description: The data include land snail species richness per chorotype and environmental variables per island for 727 islands worldwide.
DOI: 10.15468/dl.87mnxj
title: Occurrence Download

description: A dataset containing 1609707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uria aalge",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 1609707 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073770-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/l7xoa3
title: Dataset for: Counting Parts and Wholes and the Mastery of Partitive Language

description: Data for manuscript on children's understanding of partitive language and the relationship between mastery of that language to maintaining object information in visual working memory.
DOI: 10.5281/zenodo.18148795
title: Reproducibility Pack for "A Coherence-Based Field Theory of Matter, Inertia, and Gravitation" (Gates 1–3)

description: This archive contains the complete reproducibility and validation artifacts for the paper:

“A Coherence-Based Field Theory of Matter, Inertia, and Gravitation”by Brian Doyle Lampton.

The contents correspond to Gates 1–3 of the computational and empirical validation framework described in the manuscript. All files are provided exactly as used in the analysis, without post hoc modification.

Included materials:

• Gate 1 (Existence / Static Structure)  – Cylindrical vortex existence artifacts  – Numerical solver outputs and convergence data  – Supporting documentation for static coherence defects

• Gate 2 (Electromagnetic / Torque Diagnostics)  – Gate 2C geometry and angular sweep outputs (d_ref = 10, n_angles = 36)  – Gate 2D+ torque and response diagnostics  – Python scripts used to generate Gate 2 outputs, included verbatim

• Gate 3 (Gravitation / Galaxy Dynamics)  – Gate 3A–3D analysis outputs  – Gate 3G galaxy rotation curve diagnostics  – SPARC galaxy CSV data bundle as used in analysis  – Postprocessing and plotting helper scripts

• Documentation  – Master roundtable gate tracker log  – README describing file structure and gate correspondence

Scope and limitations:

This archive is intended to support transparency, replication, and audit of the claims explicitly made in the associated manuscript. Some parameters and sectors are classified in the paper as “effective” rather than derived from first principles; this archive reflects that status faithfully and does not claim additional derivations.

No new claims are introduced by this archive. All materials are provided to allow independent verification of numerical results, diagnostics, and failure modes discussed in the text.

Versioning:

This archive corresponds to the manuscript version uploaded contemporaneously and should be cited together with that document.

License:

Released under the same license as the associated manuscript unless otherwise noted in individual files.
DOI: 10.5281/zenodo.18148794
title: Reproducibility Pack for "A Coherence-Based Field Theory of Matter, Inertia, and Gravitation" (Gates 1–3)

description: This archive contains the complete reproducibility and validation artifacts for the paper:

“A Coherence-Based Field Theory of Matter, Inertia, and Gravitation”by Brian Doyle Lampton.

The contents correspond to Gates 1–3 of the computational and empirical validation framework described in the manuscript. All files are provided exactly as used in the analysis, without post hoc modification.

Included materials:

• Gate 1 (Existence / Static Structure)  – Cylindrical vortex existence artifacts  – Numerical solver outputs and convergence data  – Supporting documentation for static coherence defects

• Gate 2 (Electromagnetic / Torque Diagnostics)  – Gate 2C geometry and angular sweep outputs (d_ref = 10, n_angles = 36)  – Gate 2D+ torque and response diagnostics  – Python scripts used to generate Gate 2 outputs, included verbatim

• Gate 3 (Gravitation / Galaxy Dynamics)  – Gate 3A–3D analysis outputs  – Gate 3G galaxy rotation curve diagnostics  – SPARC galaxy CSV data bundle as used in analysis  – Postprocessing and plotting helper scripts

• Documentation  – Master roundtable gate tracker log  – README describing file structure and gate correspondence

Scope and limitations:

This archive is intended to support transparency, replication, and audit of the claims explicitly made in the associated manuscript. Some parameters and sectors are classified in the paper as “effective” rather than derived from first principles; this archive reflects that status faithfully and does not claim additional derivations.

No new claims are introduced by this archive. All materials are provided to allow independent verification of numerical results, diagnostics, and failure modes discussed in the text.

Versioning:

This archive corresponds to the manuscript version uploaded contemporaneously and should be cited together with that document.

License:

Released under the same license as the associated manuscript unless otherwise noted in individual files.
DOI: 10.7910/dvn/z4vtyb
title: Pre/Post Test Results for a Nigeria-Based Hypertension Academy Workforce Training Session

description: This dataset describes the cadre-specific pre- and post-test results of a Hypertension Academy workforce training session for integrated HIV and hypertension care in Akwa Ibom State, Nigeria
DOI: 10.15468/dl.xprd9t
title: Occurrence Download

description: A dataset containing 46708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Medicago polymorpha)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 46708 records from 794 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073783-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.