cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qoohe9
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danio feegradei Hora, 1937"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003149-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuonjt
title: Occurrence Download

description: A dataset containing 7016 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Combretum glutinosum Perr. ex DC."
 ]
}

 The dataset includes 7016 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015587-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tdegn
title: Occurrence Download

description: A dataset containing 1639 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Year 2000-2019",
 {
 "or" : [
 "StateProvince is Vizcaya",
 "StateProvince is Bizkaia"
 ]
 },
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 1639 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060787-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcuvmd
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1990-1990",
 "Geometry POLYGON((27.56744 -26.61309,28.97369 -26.61309,28.97369 -25.76527,27.56744 -25.76527,27.56744 -26.61309))",
 "HasCoordinate is true",
 "TaxonKey is Passer domesticus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 546 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021054-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2nvag
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-15.20021 39.99544,-0.13834 39.99544,-0.13834 46.01440,-15.20021 46.01440,-15.20021 39.99544))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bifurcaria bifurcata R.Ross",
 "Year 1985-2021"
 ]
}

 The dataset includes 35 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069199-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsj3j3
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Dendrocopos leucotos (Bechstein, 1802)"
 ]
}

 The dataset includes 334 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060789-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjylvl
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "HasCoordinate is true",
 "TaxonKey is Anopheles gambiae Giles, 1900",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021056-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntsz69
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies spectabilis (D.Don) Mirb."
 ]
}

 The dataset includes 56 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115500-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwpzes
title: Occurrence Download

description: A dataset containing 3139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccinium bracteatum Thunb."
 ]
}

 The dataset includes 3139 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198404-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkf3yg
title: Occurrence Download

description: A dataset containing 3050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus acutissima Carruth."
 ]
}

 The dataset includes 3050 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060789-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytzq2k
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agavaceae",
 "Year 1979-2021"
 ]
}

 The dataset includes 234 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082911-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8zegy
title: Occurrence Download

description: A dataset containing 236266 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "not" : {
 "PublishingCountry" : [
 "is Norway"
 ]
 }
 },
 "Country is Svalbard and Jan Mayen"
 ]
}

 The dataset includes 236266 records from 495 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004475-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcanrr
title: Occurrence Download

description: A dataset containing 2260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caulerpa taxifolia (M.Vahl) C.Agardh"
 ]
}

 The dataset includes 2260 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084529-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwvjip
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aiphanes acaulis Galeano & R.Bernal"
 ]
}

 The dataset includes 23 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038325-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ra7ueb
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Hong Kong",
 "Country is Macao"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acanthus ilicifolius L."
 ]
}

 The dataset includes 132 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039711-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3bd6e
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha cardiophylla (Torr.) Müll.Arg."
 ]
}

 The dataset includes 398 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115514-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwjukj
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Syzygium syzygioides (Miq.) Merr. & L.M.Perry"
 ]
}

 The dataset's 3 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048056-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w65xcy
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium papillare Boiss."
 ]
}

 The dataset includes 17 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0179844-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2un9fu
title: Occurrence Download

description: A dataset containing 2993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnomysis benedeni Czerniavsky, 1882",
 "DecimalLongitude is greater than or equal to -5",
 "DecimalLongitude is less than or equal to 30",
 "DecimalLatitude is greater than or equal to 48",
 "DecimalLatitude is less than or equal to 66",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 2993 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060814-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ijh79x
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Saisie de données naturalistes d'observateurs indépendants sur la plateforme de l'Observatoire FAUNA-Données naturalistes de Anaïs PANIGOT"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024560-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6z433
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melampsora populnea (Pers.) P.Karst.",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0394540-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5vxan
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Deyeuxia velutina Nees & Meyen"
 ]
}

 The dataset includes 56 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060823-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lcjtq4
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felis margarita Loche, 1858"
 ]
}

 The dataset includes 159 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008582-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7tnx9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithya cupressina (Batsch) Fuckel",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0394571-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lv1kql
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Rana daemeli (Steindachner, 1868)",
 "TaxonKey is Hylarana daemeli Steindachner, 1868",
 "TaxonKey is Hylarana papua (Lesson, 1829)"
 ]
 },
 "Country is Australia",
 "Geometry POLYGON((-76.82 -65.95,-76.82 45.82,143.61 45.82,143.61 -65.95,-76.82 -65.95))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 394 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060824-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ivlf2o
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Photis lamellifera Schellenberg, 1928"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001021-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2gvr7
title: Occurrence Download

description: A dataset containing 1268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-77.25888 45.89753,-77.67382 44.02117,-77.08477 43.8129,-76.34724 44.08253,-75.01309 45.02568,-74.65548 45.01589,-73.97065 45.38357,-74.7587 45.61621,-75.79193 45.40261,-76.1263 45.49343,-76.28257 45.42502,-76.7028 45.56311,-77.25888 45.89753))",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Hyla versicolor LeConte, 1825",
 "TaxonKey is Pseudacris crucifer (Wied-Neuwied, 1838)"
 ]
 },
 "Year 2018-2021"
 ]
}

 The dataset includes 1268 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069198-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crb659
title: Occurrence Download

description: A dataset containing 8930 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corynorhinus townsendii (Cooper, 1837)"
 ]
}

 The dataset includes 8930 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060841-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mcksl
title: Occurrence Download

description: A dataset containing 895 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guinea-Bissau",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 895 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013243-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqgcri
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-143.09341 -16.62742,-29.90659 -16.62742,-29.90659 28.62742,-143.09341 28.62742,-143.09341 -16.62742))",
 "HasCoordinate is true",
 "TaxonKey is Caluromys derbianus (Waterhouse, 1841)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 468 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011556-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uu9zrt
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia tomentella Pohl",
 "HasCoordinate is true"
 ]
}

 The dataset includes 64 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060848-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49lhw6
title: Occurrence Download

description: A dataset containing 557262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cistus ladanifer L."
 ]
}

 The dataset includes 557262 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010443-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekgs2c
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051131-250827131500795/datasets/export for details.
DOI: 10.15468/dl.xb38bd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus medica",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051132-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yabqx
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus medica",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051133-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qc3sny
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Callichthys serralabium)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051134-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17095621
title: Supplementary Data and Code for Discourse vs. Decarbonisation: Tracking the Alignment Between EU Climate Rhetoric and National Energy Patterns

description: This repository contains the datasets, intermediate calculations, processed indicators, and program code accompanying the article Discourse vs. Decarbonisation: Tracking the Alignment Between EU Climate Rhetoric and National Energy Patterns, published in Energies (MDPI, 2025).

The materials include:





Processed datasets: time-series features derived from fossil fuel consumption data, recent 5-year trend indicators, feature importance scores, and classification outputs.




Machine learning model: a trained Random Forest classifier used for classification of EU Member States as “greening” or “not greening.”




Intermediate calculations: transition dynamics (e.g., label flips, slope differentials) and dashboard-ready indicators.




Documentation: a README file with guidance on the use of the datasets and model.



Data Sources

Primary data were obtained from:





International Energy Agency (IEA), World Energy Balances (https://www.iea.org/data-and-statistics)
DOI: 10.5281/zenodo.17095620
title: Supplementary Data and Code for Discourse vs. Decarbonisation: Tracking the Alignment Between EU Climate Rhetoric and National Energy Patterns

description: This repository contains the datasets, intermediate calculations, processed indicators, and program code accompanying the article Discourse vs. Decarbonisation: Tracking the Alignment Between EU Climate Rhetoric and National Energy Patterns, published in Energies (MDPI, 2025).

The materials include:





Processed datasets: time-series features derived from fossil fuel consumption data, recent 5-year trend indicators, feature importance scores, and classification outputs.




Machine learning model: a trained Random Forest classifier used for classification of EU Member States as “greening” or “not greening.”




Intermediate calculations: transition dynamics (e.g., label flips, slope differentials) and dashboard-ready indicators.




Documentation: a README file with guidance on the use of the datasets and model.



Data Sources

Primary data were obtained from:





International Energy Agency (IEA), World Energy Balances (https://www.iea.org/data-and-statistics)
DOI: 10.6084/m9.figshare.29964119
title: Intertidal fish ecology - condition, abundance, environmental variables, gut content, macroinvertebrate community

description: Excel file containing environmental data (temperature, turbidity and macroinvertebrate community) and an intertidal fish variables (weight, length, condition, abundance and gut content).
DOI: 10.6084/m9.figshare.29964119.v1
title: Intertidal fish ecology - condition, abundance, environmental variables, gut content, macroinvertebrate community

description: Excel file containing environmental data (temperature, turbidity and macroinvertebrate community) and an intertidal fish variables (weight, length, condition, abundance and gut content).
DOI: 10.15468/dl.dkenbh
title: Occurrence Download

description: A dataset containing 19201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1939",
 "Year is less than or equal to 1939"
 ]
}

 The dataset includes 19201 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051106-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.