cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4qzu22
title: Occurrence Download

description: A dataset containing 36154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Biscutella laevigata)",
 "BasisOfRecord is one of (Specimen, Material sample, Living Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36154 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002395-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xn7w8c
title: Occurrence Download

description: A dataset containing 2840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lithocarpus truncatus, Lithocarpus pachyphyllus fruticosus, Castanopsis remotidenticulata, Castanopsis rockii, Castanopsis ceratacantha, Cyclobalanopsis lamellosa, Cyclobalanopsis lamellosa nigrinervis, Cyclobalanopsis oxyodon, Cyclobalanopsis lineata oxyodon, Quercus oxyodon, Castanopsis echinocarpa, Castanopsis tribuloides echinocarpa, Castanopsis echinocarpa seminuda, Castanopsis tribuloides echinocarpa, Lithocarpus mianningensis, Cyclobalanopsis yingjiangensis, Quercus yingjiangensis, Lithocarpus variolosus, Lithocarpus xylocarpus, Lithocarpus naiadarum)"
 ]
}

 The dataset includes 2840 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002397-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14012005
title: DLR Highway Traffic dataset (DLR HT)

description: The dataset includes both raw and metadata from the Test Bed Lower Saxony in Braunschweig, Germany.

The raw data comprises trajectory data of traffic participants, along with current local weather data, and road condition data. The trajectory data is indexed by object ID and timestamps, including detailed information about the position, speed, acceleration, dimensions, and classification of each object. The weather data provide information on wind, sunlight, precipitation, visibility, and more. The road surface data provide information on surface temperature, water layer thickness, and more.

The metadata contains data extracted from the raw trajectory data, specifically traffic volume data, and an OpenSCENARIO file that represents the trajectory data using FollowTrajectoryActions.

For any questions regarding the dataset, please contact opendata-ts@dlr.de. For citation, please refer to the publication. 



Take a look at the DLR Urban Traffic dataset if you're interested in urban traffic data.
DOI: 10.5281/zenodo.18540070
title: DLR Highway Traffic dataset (DLR HT)

description: The dataset includes both raw and metadata from the Test Bed Lower Saxony in Braunschweig, Germany.

The raw data comprises trajectory data of traffic participants, along with current local weather data, and road condition data. The trajectory data is indexed by object ID and timestamps, including detailed information about the position, speed, acceleration, dimensions, and classification of each object. The weather data provide information on wind, sunlight, precipitation, visibility, and more. The road surface data provide information on surface temperature, water layer thickness, and more.

The metadata contains data extracted from the raw trajectory data, specifically traffic volume data, and an OpenSCENARIO file that represents the trajectory data using FollowTrajectoryActions.

For any questions regarding the dataset, please contact opendata-ts@dlr.de. For citation, please refer to the publication. 



Take a look at the DLR Urban Traffic dataset if you're interested in urban traffic data.
DOI: 10.15468/dl.ryk6xb
title: Occurrence Download

description: A dataset containing 1674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lynx pardinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1674 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002396-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuaxa5
title: Occurrence Download

description: A dataset containing 1100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.15274 41.41349,-1.19347 41.40408,-1.21903 41.35298,-1.20842 41.25897,-1.06619 41.24667,-1.0404 41.28331,-0.9946 41.34816,-1.03968 41.41083,-1.15274 41.41349))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2016-2026"
 ]
}

 The dataset includes 1100 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002403-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18543598
title: SVKCorp: Corpus of Debates in the National Council of the Slovak Republic

description: This is a repository for the corpus of transcripts of parliamentary debates in the National Council of the Slovak Republic (https://www.nrsr.sk/web/). Transcripts of speeches were text-mined and cleaned from machine-readable word documents and the official online database of the Parliament. The corpus covers the period of 1994-2023 and counts eight complete terms with 437 624 speeches. The repository contains two types of data files. The corpus is stored on per term basis in .RDS (SK_term_*.RDS) and .tsv  (SK_term_*.tsv) formats. For further information on data structure, see the accompanying codebook.

If you use the dataset, please cite it with the meta link for the whole repository: Mochtak, Michal (2024): SVKCorp: Corpus of Debates in the National Council of the Slovak Republic, v2 (1994-2023), https://doi.org/10.5281/zenodo.7020474.

Changelog:

2.0.1 (09/02/2026; latest version)— Minor bug fix in Term 8.2.0.0 (26/03/2024)— Term 8 added; outdated CoNLL-U files removed1.0.0 (24/08/2022)— Original upload
description: This is a "work in progress" project. Please notify the author if you notice any systematic issues with the corpus. The 437k entries in the corpus were not checked manually.
DOI: 10.5281/zenodo.7020474
title: SVKCorp: Corpus of Debates in the National Council of the Slovak Republic

description: This is a repository for the corpus of transcripts of parliamentary debates in the National Council of the Slovak Republic (https://www.nrsr.sk/web/). Transcripts of speeches were text-mined and cleaned from machine-readable word documents and the official online database of the Parliament. The corpus covers the period of 1994-2023 and counts eight complete terms with 437 624 speeches. The repository contains two types of data files. The corpus is stored on per term basis in .RDS (SK_term_*.RDS) and .tsv  (SK_term_*.tsv) formats. For further information on data structure, see the accompanying codebook.

If you use the dataset, please cite it with the meta link for the whole repository: Mochtak, Michal (2024): SVKCorp: Corpus of Debates in the National Council of the Slovak Republic, v2 (1994-2023), https://doi.org/10.5281/zenodo.7020474.

Changelog:

2.0.1 (09/02/2026; latest version)— Minor bug fix in Term 8.2.0.0 (26/03/2024)— Term 8 added; outdated CoNLL-U files removed1.0.0 (24/08/2022)— Original upload
description: This is a "work in progress" project. Please notify the author if you notice any systematic issues with the corpus. The 437k entries in the corpus were not checked manually.
DOI: 10.15468/dl.nj5uve
title: Occurrence Download

description: A dataset containing 965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasius niger",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "Country is one of (Albania, Austria, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Estonia, Spain, Finland, France, United Kingdom of Great Britain and Northern Ireland, Greece, Croatia, Hungary, Ireland, Iceland, Italy, Lithuania, Luxembourg, Latvia, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Portugal, Romania, Serbia, Sweden, Slovenia, Slovakia, Ukraine)",
 "HasCoordinate is true",
 "MediaType is Image"
 ]
}

 The dataset includes 965 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002406-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ajfzw
title: Occurrence Download

description: A dataset containing 779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mutilla marginata"
 ]
}

 The dataset includes 779 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002408-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atvfyx
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.23515 41.26273,-1.03559 41.26273,-1.03559 41.40643,-1.23515 41.40643,-1.23515 41.26273))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002410-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18543743
title: Test Container

description: This is a test description.
DOI: 10.15468/dl.z28c5p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnolia rabaniana"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002412-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85uqae
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-9919.0",
 "Geometry POLYGON((-97.7329 16.69727,-97.23711 16.69727,-97.23711 17.00523,-97.7329 17.00523,-97.7329 16.69727))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1991-2026"
 ]
}

 The dataset includes 448 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002411-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17406210
title: Unmet Medical Need Index: A Large Language Model-Based Methodology to Quantify Unmet Medical Need Across the Disease Landscape
DOI: 10.5284/1139395
title: Archaeological evaluation at Bellhouse Farm, Warren Lane, Stanway, Colchester, Essex, CO3 8LS: September-October 2023

description: null
DOI: 10.5281/zenodo.17406209
title: Unmet Medical Need Index: A Large Language Model-Based Methodology to Quantify Unmet Medical Need Across the Disease Landscape
DOI: 10.5517/ccdc.csd.cc2qk5j0
title: CCDC 2518952: Experimental Crystal Structure Determination

description: Related Article: Sofaya joshi|2025|CSD Communication|||
description: Related Article: Sofaya Joshi, Arijit Sahoo, Ponneri C. Ravikumar|2026|Org.Lett.|||doi:10.1021/acs.orglett.6c00198
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.ce5b8g
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002414-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24400/312072/i01-2026.001
title: DORIS differential slant total electron content (dSTEC)

description: DORIS dSTEC product provides differential slant total electron content (dSTEC) observations derived from dual-frequency DORIS measurements collected by low Earth orbit (LEO) satellites. The product is generated and maintained by the Chinese Academy of Sciences (CAS) and is intended for global ionospheric research and related scientific applications. The DORIS-dSTEC observable represents the change in slant TEC along a continuous DORIS observation arc, referenced to a selected epoch within the arc. By differencing, instrumental biases and slowly varying errors are largely eliminated, making the product well suited for ionospheric variability studies
DOI: 10.15468/dl.mmanxr
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.22558 41.25129,-1.01859 41.25129,-1.01859 41.40195,-1.22558 41.40195,-1.22558 41.25129))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 55 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002416-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2nq7bz
title: CCDC 2464231: Experimental Crystal Structure Determination

description: Related Article: Yin Zhou, Chenxu Xia, Gaolin Li, Yong Liu, Ting Xiang, Fengyun Xie, Zhan Yang, Wenbin Zhong, Zhenguo Chi, Chengjian Chen|2026|Angew.Chem.,Int.Ed.||e5567761|doi:10.1002/anie.5567761
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.c22vfx
title: Occurrence Download

description: A dataset containing 46881 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 41.89415215079384
 AND decimallatitude &lt;= 46.479780028101516
 AND decimallongitude &gt;= 71.92889702835036
 AND decimallongitude &lt;= 81.82717519335071
 AND GBIF_Within('POLYGON ((81.827175 41.894152, 81.827175 46.479780, 71.928897 46.479780, 71.928897 41.894152, 81.827175 41.894152))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 46881 records were derived from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002370-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yrgwu
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "OccurrenceStatus is Present",
 "TaxonKey is Glaucopsyche xerces"
 ]
}

 The dataset includes 158 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002419-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkac75
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salicornia",
 "Year 1975-2025"
 ]
}

 The dataset includes 69 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002420-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkeuep
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002422-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfce7f
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((31.70895 34.29413,34.86969 34.29413,34.86969 35.82452,31.70895 35.82452,31.70895 34.29413))",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus alnifolia"
 ]
}

 The dataset includes 258 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002423-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3y9bg
title: Occurrence Download

description: A dataset containing 4084425 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données STOC-EPS"
 ]
}

 The dataset includes 4084425 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002405-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18543895
title: THE IMPACT OF SENSORY HYPERSENSITIVITY ON EXECUTIVE FUNCTION DEVELOPMENT IN PRESCHOOLERS WITH ASD

description: Autism Spectrum Disorder (ASD) in preschoolers is often associated with sensory hypersensitivity, which affects executive functions such as attention, working memory, planning, and problem-solving. Hyper- or hypo-responsiveness to sensory stimuli disrupts neural connectivity between the prefrontal cortex, amygdala, and sensory cortices, leading to cognitive and adaptive difficulties. Early assessment and interventions, including sensory integration therapy and cognitive-behavioral strategies, can improve executive function and support neurodevelopment. Understanding this relationship is crucial for individualized educational and therapeutic approaches in ASD children.
DOI: 10.5281/zenodo.18543896
title: THE IMPACT OF SENSORY HYPERSENSITIVITY ON EXECUTIVE FUNCTION DEVELOPMENT IN PRESCHOOLERS WITH ASD

description: Autism Spectrum Disorder (ASD) in preschoolers is often associated with sensory hypersensitivity, which affects executive functions such as attention, working memory, planning, and problem-solving. Hyper- or hypo-responsiveness to sensory stimuli disrupts neural connectivity between the prefrontal cortex, amygdala, and sensory cortices, leading to cognitive and adaptive difficulties. Early assessment and interventions, including sensory integration therapy and cognitive-behavioral strategies, can improve executive function and support neurodevelopment. Understanding this relationship is crucial for individualized educational and therapeutic approaches in ASD children.
DOI: 10.15468/dl.sst7ea
title: Occurrence Download

description: A dataset containing 21965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Formica rufa"
 ]
}

 The dataset includes 21965 records from 489 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002424-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vyn45a
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Citrus ichangensis Swingle"
 ]
}

 The dataset includes 137 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0359051-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf2ap7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Aspilia linearis S.F.Blake"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017932-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112045169
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.5asdap
title: Occurrence Download

description: A dataset listing the 41 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus avium (L.) L."
 ]
}

 The dataset's 41 records were derived from 2092 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007816-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.