cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.54tqmt
title: Occurrence Download

description: A dataset containing 2187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "TaxonKey is Oxalidales"
 ]
}

 The dataset includes 2187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139287-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzdm8n
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Urogale everetti (Thomas, 1892)"
 ]
}

 The dataset includes 121 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0291406-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qv5gn2
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrophis brookii Günther, 1872"
 ]
}

 The dataset includes 256 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139290-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bva9vp
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindmania argentea L.B.Sm."
 ]
}

 The dataset includes 38 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010299-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj6rrt
title: Occurrence Download

description: A dataset containing 546485 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Juniperus communis Thunb., Juniperus communis L.)"
 ]
}

 The dataset includes 546485 records from 1304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161293-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cywy3
title: Occurrence Download

description: A dataset containing 41534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is September",
 "Year 2004-2015",
 "Geometry POLYGON((-180 -43,52 -43,52 27,-180 27,-180 -43))",
 "DatasetKey is Florida Keys Reef Visual Census 2010",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Animalia",
 "TaxonKey is Liolaemus lemniscatus Donosobarros, 1966"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41534 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005495-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8c7fu
title: Occurrence Download

description: A dataset containing 15181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bomarea Mirb."
 ]
}

 The dataset includes 15181 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005477-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kymwef
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Broadleysaurus major (Duméril, 1851)"
 ]
}

 The dataset includes 347 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005408-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4zplp9
title: CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes d'Etienne HERAULT

description: Les données issues de l'outil de gestion CardObs et de son application mobile Carnat (hors programme relavant d'un cadre d'acquisition spécifique) regroupent les observations de naturalistes expérimentés. Ces observations concernent la faune, la flore et la fonge tant continentales que marines. L’emprise géographique des saisies couvre la France métropolitaine et l’Outre-mer. Les données peuvent être opportunistes aussi bien que protocolées en fonction des utilisateurs, et peuvent disposer de champs complémentaires propres à chaque jeu de données. L'outil CardObs a été mis en place en 2007 par le Service du Patrimoine Naturel du MNHN. Il est actuellement géré par PatriNat (OFB, MNHN, CNRS, IRD).
DOI: 10.15468/dl.puytkc
title: Occurrence Download

description: A dataset containing 3022370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 3022370 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005394-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6vdd8
title: Occurrence Download

description: A dataset containing 15181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bomarea Mirb."
 ]
}

 The dataset includes 15181 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005479-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhjbqj
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachylepis depressa (Peters, 1854)"
 ]
}

 The dataset includes 171 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005411-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zphzuq
title: Occurrence Download

description: A dataset containing 39215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.49805 9.1021,-74.79492 9.1021,-74.79492 9.96885,-75.49805 9.96885,-75.49805 9.1021))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39215 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005489-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qryvfx
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agama armata Peters, 1855"
 ]
}

 The dataset includes 539 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005409-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2j3oo
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Anemone rivularis Buch.-Ham.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005498-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx0eab
title: Occurrence Download

description: A dataset containing 15181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bomarea Mirb."
 ]
}

 The dataset includes 15181 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005483-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvdemv
title: Occurrence Download

description: A dataset containing 39215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.49805 9.1021,-74.79492 9.1021,-74.79492 9.96885,-75.49805 9.96885,-75.49805 9.1021))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39215 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005491-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxdgm5
title: Occurrence Download

description: A dataset containing 889 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis occultus Hollister, 1909"
 ]
}

 The dataset includes 889 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005496-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz0d3n
title: Occurrence Download

description: A dataset containing 15181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bomarea Mirb."
 ]
}

 The dataset includes 15181 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005482-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29335337
title: Corpus Files

description: The folder contain corpus text files.metadata filedocumentation file
DOI: 10.6084/m9.figshare.29335337.v1
title: Corpus Files

description: The folder contain corpus text files.metadata filedocumentation file
DOI: 10.15468/dl.w24tt7
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Base de datos de mamíferos de México depositados en colecciones de Estados Unidos y Canadá, KUBI Mammalogy Collection, NMNH Extant Specimen Records (USNM, US), Actualización y enriquecimiento de las bases de datos del proyecto de evaluación y análisis geográfico de la diversidad faunística de Chiapas)",
 "OccurrenceStatus is Present",
 "TaxonKey is Caluromys derbianus (Waterhouse, 1841)"
 ]
}

 The dataset includes 77 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050317-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kka8a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenostemma caffrum DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050318-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15679749
title: 1. A Unified Topological Theory of Fermions, Bosons, and Hadrons via Rotational Dynamics. 2. A Geometric Theory of Particle Transformations: From Tori to Spheres and Half-Tori.

description: This paper presents a unified geometric model where elementary particles emerge as distinct topological phases of rotating contours. Fundamental principles include:  (1) Two fixed points on the rotation axis define all states, (2) Fermions and bosonsrepresent boundary configurations (merged points and central axis alignment), (3) Quarks arise as oscillation modes between these states, (4) Gravitons mediate transitions as asymmetric ”half-torus” structures. The model explains quantum num-bers, confinement, and predicts new decay channels with graviton emission. TikZ diagrams illustrate particle transformations and hadronic structure.

This paper presents a novel geometric model of elementary particles where fermions are represented as toroidal structures (tori),bosons as spherical structures, and gravitons as half-torus configurations. The model provides a unified topological interpretationof quantum numbers such as spin and charge. We describe three fundamental transformation processes between these geometric configurations, explaining particle annihilation, decay, and asymmetric transformations. The geometric approach offers new insights intoquantum gravity and the relationship between fermions and bosons.
DOI: 10.5281/zenodo.15679750
title: 1. A Unified Topological Theory of Fermions, Bosons, and Hadrons via Rotational Dynamics. 2. A Geometric Theory of Particle Transformations: From Tori to Spheres and Half-Tori.

description: This paper presents a unified geometric model where elementary particles emerge as distinct topological phases of rotating contours. Fundamental principles include:  (1) Two fixed points on the rotation axis define all states, (2) Fermions and bosonsrepresent boundary configurations (merged points and central axis alignment), (3) Quarks arise as oscillation modes between these states, (4) Gravitons mediate transitions as asymmetric ”half-torus” structures. The model explains quantum num-bers, confinement, and predicts new decay channels with graviton emission. TikZ diagrams illustrate particle transformations and hadronic structure.

This paper presents a novel geometric model of elementary particles where fermions are represented as toroidal structures (tori),bosons as spherical structures, and gravitons as half-torus configurations. The model provides a unified topological interpretationof quantum numbers such as spin and charge. We describe three fundamental transformation processes between these geometric configurations, explaining particle annihilation, decay, and asymmetric transformations. The geometric approach offers new insights intoquantum gravity and the relationship between fermions and bosons.
DOI: 10.15468/dl.9cmp32
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenostemma caffrum DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050319-250525065834625/datasets/export for details.
DOI: 10.15468/dl.uejpda
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenostemma caffrum DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050320-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.14292579
title: MMLEAv2 and CVDPv6 Publication Code and Figures

description: The data published here was used to create the Figures in the following publication submitted to GMD. 

The updated Multi-Model Large Ensemble Archive and the Climate Variability Diagnostics Package: New tools for the study of climate variability and change

Nicola Maher1,2 , Adam S. Phillips3 , Clara Deser3 , Robert C. Jnglin Wills4, Flavio Lehner3,5,6 , John Fasullo3 , Julie M. Caron3 , Lukas Brunner7, Urs Beyerle4 and Jemma Jeffree1

1Australian National University, Canberra, Australia2Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, USA3Climate and Global Dynamics Laboratory, National Center for Atmospheric Research, Boulder, CO, United States4Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland5Department of Earth and Atmospheric Sciences, Cornell University, Ithaca, NY, United States6Polar Bears International, Bozeman, MT, United States7 Research Unit Sustainability and Climate Risk, Center for Earth System Research and Sustainability (CEN),University of Hamburg, Hamburg, GermanyCorrespondence: Nicola Maher (nicola.maher@anu.edu.au)
DOI: 10.5281/zenodo.15589035
title: MMLEAv2 and CVDPv6 Publication Code and Figures

description: The data published here was used to create the Figures in the following publication submitted to GMD. 

The updated Multi-Model Large Ensemble Archive and the Climate Variability Diagnostics Package: New tools for the study of climate variability and change

Nicola Maher1,2 , Adam S. Phillips3 , Clara Deser3 , Robert C. Jnglin Wills4, Flavio Lehner3,5,6 , John Fasullo3 , Julie M. Caron3 , Lukas Brunner7, Urs Beyerle4 and Jemma Jeffree1

1Australian National University, Canberra, Australia2Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, USA3Climate and Global Dynamics Laboratory, National Center for Atmospheric Research, Boulder, CO, United States4Institute for Atmospheric and Climate Science, ETH Zurich, Zurich, Switzerland5Department of Earth and Atmospheric Sciences, Cornell University, Ithaca, NY, United States6Polar Bears International, Bozeman, MT, United States7 Research Unit Sustainability and Climate Risk, Center for Earth System Research and Sustainability (CEN),University of Hamburg, Hamburg, GermanyCorrespondence: Nicola Maher (nicola.maher@anu.edu.au)
DOI: 10.15468/dl.aexd49
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenostemma caffrum DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050321-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29335268
title: plosone_minimal_dataset.csv

description: This dataset contains the results of a novel, LLM-driven annotation process applied to expert coffee reviews, as presented in the manuscript "Automated Multi-Label Coffee Flavor Classification: A Comparative Study of BERT and TF-IDF using LLM-Driven Data Annotation."This "Minimal Dataset" is provided to ensure the reproducibility of our findings. It includes:A unique <code>review_id</code> for each entry.The original <code>blind_assessment</code> text used as input for the LLM.The original quantitative sensory scores (<code>Final Score</code>, <code>Aroma</code>, <code>Acidity/Structure</code>, etc.) provided by human experts, which were used for the quantitative validation of the LLM's annotations.The final 17 columns of binary (0/1) flavor labels as generated by the LLM.
DOI: 10.6084/m9.figshare.29335268.v1
title: plosone_minimal_dataset.csv

description: This dataset contains the results of a novel, LLM-driven annotation process applied to expert coffee reviews, as presented in the manuscript "Automated Multi-Label Coffee Flavor Classification: A Comparative Study of BERT and TF-IDF using LLM-Driven Data Annotation."This "Minimal Dataset" is provided to ensure the reproducibility of our findings. It includes:A unique <code>review_id</code> for each entry.The original <code>blind_assessment</code> text used as input for the LLM.The original quantitative sensory scores (<code>Final Score</code>, <code>Aroma</code>, <code>Acidity/Structure</code>, etc.) provided by human experts, which were used for the quantitative validation of the LLM's annotations.The final 17 columns of binary (0/1) flavor labels as generated by the LLM.
DOI: 10.5281/zenodo.15645888
title: Dataset: Mountain Waves and Thermal Tides of the Venusian Atmosphere Analyzed through Thermal Infrared Images and Radio Occultation

description: The data archive contains data used in the paper "Mountain Waves and Thermal Tides of the Venusian Atmosphere Analyzed through Thermal Infrared Images and Radio Occultation".

The data is provided in Excel. The data information is labelled in each Excel file.
DOI: 10.5281/zenodo.15645889
title: Dataset: Mountain Waves and Thermal Tides of the Venusian Atmosphere Analyzed through Thermal Infrared Images and Radio Occultation

description: The data archive contains data used in the paper "Mountain Waves and Thermal Tides of the Venusian Atmosphere Analyzed through Thermal Infrared Images and Radio Occultation".

The data is provided in Excel. The data information is labelled in each Excel file.
DOI: 10.15468/dl.xtxts5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spicanta osmundoides (Bory) Kuntze",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050323-250525065834625/datasets/export for details.
DOI: 10.15468/dl.tsncr8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spicanta osmundoides (Bory) Kuntze",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050324-250525065834625/datasets/export for details.