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

description: A dataset containing 3118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leontodon helveticus, Scorzoneroides helvetica, Leontodon pyrenaicus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3118 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008369-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/q6gr-0w27
title: Data from paper
DOI: 10.15468/dl.t3j4v4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Wurdastom hexamera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008372-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18463032
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jiří Danihelka, https://orcid.org/0000-0002-2640-7867. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.3511942
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Jiří Danihelka, https://orcid.org/0000-0002-2640-7867. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.15468/dl.425zgn
title: Occurrence Download

description: A dataset containing 4251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leontodon incanus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 4251 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008373-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18463136
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Bernard Aston, http://www.wikidata.org/entity/Q5561701. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5561701
DOI: 10.5281/zenodo.8149102
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Bernard Aston, http://www.wikidata.org/entity/Q5561701. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5561701
DOI: 10.5281/zenodo.18463141
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Wilibald Lechler, http://www.wikidata.org/entity/Q6167484. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q6167484
DOI: 10.15468/dl.pfh48j
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accara elegans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 130 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008374-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjwyg5
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leontodon saxatilis, Leontodon saxatilis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 281 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008375-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpnets
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actinodium cunninghamii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 270 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008377-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuatks
title: Occurrence Download

description: A dataset containing 1883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lilium bulbiferum, Lilium bulbiferum, Lilium bulbiferum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1883 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008378-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18463142
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Nigel Pitman, https://orcid.org/0000-0002-9211-2880. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.5281/zenodo.6954286
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Nigel Pitman, https://orcid.org/0000-0002-9211-2880. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
DOI: 10.15468/dl.qnjxgq
title: Occurrence Download

description: A dataset containing 1643 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Dermoptera [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 1643 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008379-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18463010
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Leonard John Brass, http://www.wikidata.org/entity/Q6525437. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q6525437
DOI: 10.5281/zenodo.8122902
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Leonard John Brass, http://www.wikidata.org/entity/Q6525437. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q6525437
DOI: 10.5281/zenodo.18463151
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Ruth Elizabeth Ashton Nelson, http://www.wikidata.org/entity/Q21341217. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21341217
DOI: 10.15468/dl.cwdxx2
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Colibri coruscans",
 "Year 2025-2026"
 ]
}

 The dataset includes 226 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008380-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddydg8
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Algrizea macrochlamys",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 246 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008381-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17838463
title: RD Galaxy Dynamics Phase-Transition Dataset (SPARC + ATLAS³D)

description: This dataset provides the complete empirical foundation for a unified, empirically defined dynamical timescale, tau, constructed from kinematic scale competition between a dynamical coherence length (xi_GL) and a baryonic confinement scale (r_core).

The dataset includes 165 rotation-supported galaxies from the SPARC database and 50 pressure-supported early-type galaxies from the ATLAS3D survey, with structural parameters extracted from TDGL-inspired fits to galaxy rotation curves and stellar velocity-dispersion profiles. No morphological information is used in parameter extraction; classifications are applied only in post-hoc analysis.

For each galaxy, the dataset provides the derived structural scales (xi_GL, r_core), the signed characteristic timescale tau (in Myr), and associated fit diagnostics, including reduced chi-squared (chi2_red) and the derived inverse confinement scale kappa1 = 1 / r_core. The timescale tau is constructed to change sign at xi_GL = r_core, defining a morphology-independent structural boundary directly testable using kinematic data.

The empirical results show a strong bimodality in tau across galaxy types. Rotation-supported systems overwhelmingly occupy the tau > 0 regime, while pressure-supported systems predominantly occupy tau < 0, with lenticular (S0) galaxies clustering near tau approximately equal to zero. Statistical tests confirm that the tau distributions of rotation-supported and pressure-supported systems are inconsistent with being drawn from the same parent population. The timescale tau correlates with long-term baryonic evolution indicators, such as gas fraction and stellar population age, while remaining independent of instantaneous star-formation rate and environmental metrics after stratification.

Files included in this archive:





Processed SPARC and ATLAS3D kinematic datasets used in the analysis




TDGL-inspired fitting code for rotation curves and Jeans-based dispersion profiles




Per-galaxy derived parameter tables for 215 galaxies (Tables A1 and A2)




Summary statistics and binned results (Table B1)




Publication figures and supporting documentation




Scripts and workflows required for full reproducibility of the analysis



This dataset enables independent replication, verification, and extension of the empirical results presented in the accompanying manuscript, and provides a reusable framework for analyzing galaxy dynamical structure using kinematic scale competition.
DOI: 10.5281/zenodo.18463152
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Christian Friedrich Ecklon, http://www.wikidata.org/entity/Q643765. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q643765
DOI: 10.5281/zenodo.18463153
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Reginald Farrer, http://www.wikidata.org/entity/Q1897078. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1897078
DOI: 10.15468/dl.fngswg
title: Occurrence Download

description: A dataset containing 38168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Linum catharticum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 38168 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008382-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8080381
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Reginald Farrer, http://www.wikidata.org/entity/Q1897078. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q1897078
DOI: 10.5281/zenodo.18463158
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Paul Constant Billot, http://www.wikidata.org/entity/Q7149945. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q7149945
DOI: 10.5281/zenodo.8149132
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Paul Constant Billot, http://www.wikidata.org/entity/Q7149945. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q7149945
DOI: 10.15468/dl.38p6f7
title: Occurrence Download

description: A dataset containing 651 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Calomys sorellus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 651 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008383-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18463162
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Alois Dichtl, http://www.wikidata.org/entity/Q5670001. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5670001
DOI: 10.5281/zenodo.8288206
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Alois Dichtl, http://www.wikidata.org/entity/Q5670001. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5670001
DOI: 10.15468/dl.x8b479
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allosyncarpia ternata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 138 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008384-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtt3ja
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Linum flavum, Linum flavum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 78 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008385-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8j95s
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aluta aspera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 321 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008387-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dr95g6
title: Occurrence Download

description: A dataset containing 429957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-45 -10,-41 -10,-39.15914 -5.09761,-41 0,-45 0,-46.92088 -9.00352,-45 -10))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 429957 records from 769 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008344-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33cuq9
title: Occurrence Download

description: A dataset containing 16677375 records in GBIF matching the query:
SELECT 
 "gbifid", "taxonkey", "phylum", "class", "order", "eventdate", "datasetkey", "countrycode", "stateprovince", "decimallongitude", "decimallatitude" 
FROM occurrence 
WHERE 
 ("hasgeospatialissues" = 'false') AND 
 ("hascoordinate" = 'true') AND 
 ("occurrencestatus" = 'PRESENT') AND 
 NOT("basisofrecord" IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')) AND 
 ("decimallatitude" &gt;= 40) AND 
 ("decimallatitude" &lt; 41) AND 
 ("decimallongitude" &gt;= -75) AND 
 ("decimallongitude" &lt; -74) AND 
 ("year" &lt;= 2025)

 The dataset's 16677375 records were derived from 565 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008370-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6m58rk
title: Occurrence Download

description: A dataset listing the 51 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.95881 33.92057,-119.48234 33.92057,-119.48234 34.10604,-119.95881 34.10604,-119.95881 33.92057))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apidae"
 ]
}

 The dataset's 51 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021424-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/kntnjk
title: 3PP4 - CD20 in complex with obinutuzumab: 311K - SASA, RMSD, RMSF, Rg, H-bonds

description: 3PP4 - 311K - SASA, RMSD, RMSF, Rg, H-bonds
DOI: 10.15468/dl.tywyz7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gossypium hirsutum",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025532-250811113504898/datasets/export for details.
DOI: 10.15468/dl.8uugj5
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gossypium hirsutum",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025533-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9vs7p
title: Occurrence Download

description: A dataset containing 4021415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 4021415 records from 1862 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025508-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.