cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2uwszb
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Villaria coriacea"
 ]
}

 The dataset includes 7 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024648-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuqava
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nemacheilus longistriatus)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024650-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y74b5x
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra ibex",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024651-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jbdcn
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024652-250802193616735/datasets/export for details.
DOI: 10.15468/dl.nhhrbm
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra ibex",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 98 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024653-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57vy2y
title: Occurrence Download

description: A dataset containing 2385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pteroptochos castaneus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2385 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024654-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15480854
title: taz2024full

description: taz2024full is a large German newspaper corpus. It consists of over 1.8 million articles published between 1980 and 2024 in the newspaper taz – die Tageszeitung. The dataset was created for and is described in the ACL 2025 Findings paper “taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades”. It provides a valuable resource for long-term analyses of language, public discourse, and media representation.

The dataset is structured as a ZIP archive. Inside, folders are organised by year, each containing monthly JSON files with individual articles published that month. Every article includes metadata and textual content in the following format:



meta data:





"published_on": publishing date in the format YYYY-MM-DDThh:mm:ss+01:00




"contains_actors": boolean indicating whether person entities were detected




"crawled_on": crawling date




"language": always "de"




"type": always "article"




"author": article author




"keywords": topic keywords




"token_count": number of tokens




text:





"title": article title




"teaser": short summary




"text": main body of the article





Each entry contains at least the main article text. The dataset supports a wide range of NLP and computational social science applications, especially for studying gender bias and representation in German media over time.

If you use this dataset, please cite the following paper:Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher, Christian Heumann, and Stephanie Thiemichen. 2025. taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades. In Findings of the Association for Computational Linguistics: ACL 2025, pages 10661–10671, Vienna, Austria. Association for Computational Linguistics.
DOI: 10.5281/zenodo.15480855
title: taz2024full

description: taz2024full is a large German newspaper corpus. It consists of over 1.8 million articles published between 1980 and 2024 in the newspaper taz – die Tageszeitung. The dataset was created for and is described in the ACL 2025 Findings paper “taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades”. It provides a valuable resource for long-term analyses of language, public discourse, and media representation.

The dataset is structured as a ZIP archive. Inside, folders are organised by year, each containing monthly JSON files with individual articles published that month. Every article includes metadata and textual content in the following format:



meta data:





"published_on": publishing date in the format YYYY-MM-DDThh:mm:ss+01:00




"contains_actors": boolean indicating whether person entities were detected




"crawled_on": crawling date




"language": always "de"




"type": always "article"




"author": article author




"keywords": topic keywords




"token_count": number of tokens




text:





"title": article title




"teaser": short summary




"text": main body of the article





Each entry contains at least the main article text. The dataset supports a wide range of NLP and computational social science applications, especially for studying gender bias and representation in German media over time.

If you use this dataset, please cite the following paper:Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher, Christian Heumann, and Stephanie Thiemichen. 2025. taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades. In Findings of the Association for Computational Linguistics: ACL 2025, pages 10661–10671, Vienna, Austria. Association for Computational Linguistics.
DOI: 10.15468/dl.tqytdq
title: Occurrence Download

description: A dataset containing 21320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pteroptochos megapodius)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 21320 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024655-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdkrpq
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Camellia pubipetala"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024656-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hga6u2
title: Occurrence Download

description: A dataset containing 283382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Viruses"
 ]
}

 The dataset includes 283382 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024633-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewsbrf
title: Occurrence Download

description: A dataset containing 341888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Saltator maximus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 341888 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024624-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z34xdf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Villaria fasciculiflora"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024659-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqkp26
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024658-250802193616735/datasets/export for details.
DOI: 10.15468/dl.xyfhgy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Knodus longus)",
 "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 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024657-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cc9bcd
title: Occurrence Download

description: A dataset containing 2855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra pyrenaica",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2855 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024660-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w84gc
title: Occurrence Download

description: A dataset containing 11343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pteroptochos tarnii)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 11343 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024661-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeurep
title: Occurrence Download

description: A dataset containing 605 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND (CAST(occurrence.taxonkey AS INTEGER) = 10822990 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 10822990 OR CAST(occurrence.kingdomkey AS INTEGER) = 10822990 OR CAST(occurrence.phylumkey AS INTEGER) = 10822990 OR CAST(occurrence.classkey AS INTEGER) = 10822990 OR CAST(occurrence.orderkey AS INTEGER) = 10822990 OR CAST(occurrence.familykey AS INTEGER) = 10822990 OR CAST(occurrence.genuskey AS INTEGER) = 10822990 OR CAST(occurrence.specieskey AS INTEGER) = 10822990)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 605 records were derived from 615 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024630-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pc6g2u
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pteruthius aenobarbus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024662-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.recxdn
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pungitius hellenicus"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024663-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jph36
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024665-250802193616735/datasets/export for details.
DOI: 10.15468/dl.zj5z5h
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemitragus jemlahicus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 86 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024666-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vqcpg
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pteruthius flaviscapis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 74 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024668-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7vbnh
title: Occurrence Download

description: A dataset containing 207689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pteroglossus torquatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 207689 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024640-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8da5h5
title: Occurrence Download

description: A dataset containing 23656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pteruthius aeralatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 23656 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024667-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6168
title: VerbalVerse_of_Podcast
DOI: 10.5281/zenodo.16759351
title: Behavioral phenotyping of the Lisket triple-hit schizophrenia model rats
DOI: 10.5281/zenodo.16759352
title: Behavioral phenotyping of the Lisket triple-hit schizophrenia model rats
DOI: 10.15468/dl.9wg9my
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ZAF.6_1",
 "Geometry POLYGON((29.06227 -25.80587,29.05647 -25.82507,29.06585 -25.85722,29.10693 -25.89116,29.1766 -25.89429,29.19937 -25.86035,29.21098 -25.82373,29.21456 -25.78443,29.18687 -25.74513,29.14042 -25.74156,29.09085 -25.75585,29.06227 -25.80587))",
 "IucnRedListCategory is one of (EN, CR, VU, NT)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024669-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuthuq
title: Occurrence Download

description: A dataset containing 2308 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Moths observed during the \"Objective 1000\" inventory project at the Botanical Garden Jean Massart (Auderghem, Brussels Capital Region)"
 ]
}

 The dataset includes 2308 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024670-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/7fb87dfcc7af40f783dc181b2c0d3e6c
title: WesCon: Vertical wind profiles and backscatter measurements from the Met Office Halo Doppler Lidar unit 35 at Airfield Camp, Netheravon, v1.0 (20230426-20230918)

description: Vertical wind profiles and backscatter measurements from the Met Office Halo Doppler Lidar unit 35 deployed at Netheravon, Wiltshire (51.241°N, -1.777°W, 120 m amsl) in southern England during the summer of 2023. Netheravon formed a supersite for the Wessex Summertime Convection Experiment (WesCon)/WesCon - Observing the Evolving Structures of Turbulence (WOEST) field campaign. 
The Halo lidar is based on a 1565 nm laser emitting linearly polarized pulsed light through an 8 cm diameter lens with a heterodyne detector. Laser beam returns from the atmosphere are range-gated velocity and back-scattered power. The Halo is capable of full hemispheric scanning of the backscatter coefficient and radial velocity as a function of beam range. 
The usual operation was vertical stares (zenith angle=0°) with periodic wind scans that invoked various options of off-axis views. DBS (Doppler beam swinging) scans used a tri-axis azimuthally orthogonal technique using the single lidar beam to retrieve horizontal mean wind components every 30 mins. Multi-axis VAD (velocity azimuth display) scans are a more involved version of the DBS scans and used 12 point off-zenith views performed every 60 mins. The vertical stares, DBS and VAD wind scans produced separate archived netCDF files. 
Although depolarisation capability was possible with unit 35, this was switched off during WesCon.

To ensure optimal traceability and transparency of data, comprehensive metadata is included.
DOI: 10.15468/dl.x4nhgj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024671-250802193616735/datasets/export for details.
DOI: 10.15468/dl.fmn4dx
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rupicapra rupicapra",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024672-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akw8hk
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Villaria glomerata"
 ]
}

 The dataset includes 74 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024674-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.