cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0208870.10fu
title: SH0208870.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208871.10fu
title: SH0208871.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208872.10fu
title: SH0208872.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208873.10fu
title: SH0208873.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208874.10fu
title: SH0208874.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0208875.10fu
title: SH0208875.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.d8c9xx
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Angelica sylvestris L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 44 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002893-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4225/15/598d453109182
title: Fish catches from Rectangular Midwater Trawl - data collected from the BROKE-West voyage of the Aurora Australis, 2006
DOI: 10.25505/fiz.icsd.cc2m9fcr
title: CSD 2422134: Experimental Crystal Structure Determination

description: Related Article: Qin Liu|2025|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.nc357b
title: Occurrence Download

description: A dataset containing 159555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Oceania, Asia, North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus amblyrhynchos (Bleeker, 1856)"
 ]
}

 The dataset includes 159555 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002875-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ft9bxm
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Pieris brassicae (Linnaeus, 1758)"
 ]
}

 The dataset includes 639 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002894-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jueswf
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthericum liliago L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 80 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002895-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzyrnz
title: Occurrence Download

description: A dataset containing 274788 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castor fiber Linnaeus, 1758"
 ]
}

 The dataset includes 274788 records from 601 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002881-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7aq7k
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antinoria agrostidea (DC.) Parl.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002897-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14883497
title: NISV 81k Dutch TV Speech Data Set

description: This dataset was developed as part of a Dutch HOSAN research program exploring the feasibility of utilizing heritage datasets from the Netherlands to create speech models that represent all Dutch voices. 

The dataset contains a large quantity of Dutch audio data from Dutch television broadcasts in the period 1972-2022, stored at the Netherlands Institute for Sound & Vision. The audio files add up to a total of 81k hours of audio, with most audio files having a length of 30 minutes to 1 hour.

An initial selection was made of material from the period 1972-2022 that met the following criteria:



TV broadcasts excluding international news

Radio broadcasts from the radio station NPO Radio 1

Excluding music-related genres

Broadcast programme material only (no rushes etc.)

Programme duration available in the metadata

Digital carrier available


This initial selection contained approximately 184k hours of TV and 128k hours of radio. For training speech models, only the TV data was selected. The set was further reduced by selecting specific genres (see genres.txt file), and by removing audio with a length longer than three hours. Only a single broadcast per day of any given series (e.g. one single edition of the Dutch public broadcaster's news programme per day) was selected, as it was a requirement for training the speech models that the set contained as little duplication of audio fragments as possible.

Low-resolution versions of the MXF carriers were downloaded, the audio (in AAC format) extracted and this dataset delivered to the researchers under secure conditions with strict non-disclosure agreements in place regarding both the data and the resulting models.

Initial use of the data revealed that eighty-eight audio files contained a virtually flat audio signal. Investigation of a sample at Sound & Vision revealed that these came from videos for which the original analogue carriers contained no audio signal. The carrier IDs of these files are contained in the file 'no_audio.txt'. 

This published version of the dataset contains the following files:



filtered_any_genre_cc0.zip



filtered_any_genre_cc0.csv - A dataframe containing the IDs of the programmes and their digital carriers, and non-copyrighted metadata about the programme such as title and broadcast date.

segments.txt  - The timecodes of the sections of the carriers used in training the speech models



genres.txt - a list of the genres selected (in Dutch)

no_audio.txt - a list of the carriers without significant audio content


The audio files themselves are under copyright. The published dataset serves as a reference standard for detailing any research conducted using it.
DOI: 10.5281/zenodo.14883498
title: NISV 81k Dutch TV Speech Data Set

description: This dataset was developed as part of a Dutch HOSAN research program exploring the feasibility of utilizing heritage datasets from the Netherlands to create speech models that represent all Dutch voices. 

The dataset contains a large quantity of Dutch audio data from Dutch television broadcasts in the period 1972-2022, stored at the Netherlands Institute for Sound & Vision. The audio files add up to a total of 81k hours of audio, with most audio files having a length of 30 minutes to 1 hour.

An initial selection was made of material from the period 1972-2022 that met the following criteria:



TV broadcasts excluding international news

Radio broadcasts from the radio station NPO Radio 1

Excluding music-related genres

Broadcast programme material only (no rushes etc.)

Programme duration available in the metadata

Digital carrier available


This initial selection contained approximately 184k hours of TV and 128k hours of radio. For training speech models, only the TV data was selected. The set was further reduced by selecting specific genres (see genres.txt file), and by removing audio with a length longer than three hours. Only a single broadcast per day of any given series (e.g. one single edition of the Dutch public broadcaster's news programme per day) was selected, as it was a requirement for training the speech models that the set contained as little duplication of audio fragments as possible.

Low-resolution versions of the MXF carriers were downloaded, the audio (in AAC format) extracted and this dataset delivered to the researchers under secure conditions with strict non-disclosure agreements in place regarding both the data and the resulting models.

Initial use of the data revealed that eighty-eight audio files contained a virtually flat audio signal. Investigation of a sample at Sound & Vision revealed that these came from videos for which the original analogue carriers contained no audio signal. The carrier IDs of these files are contained in the file 'no_audio.txt'. 

This published version of the dataset contains the following files:



filtered_any_genre_cc0.zip



filtered_any_genre_cc0.csv - A dataframe containing the IDs of the programmes and their digital carriers, and non-copyrighted metadata about the programme such as title and broadcast date.

segments.txt  - The timecodes of the sections of the carriers used in training the speech models



genres.txt - a list of the genres selected (in Dutch)

no_audio.txt - a list of the carriers without significant audio content


The audio files themselves are under copyright. The published dataset serves as a reference standard for detailing any research conducted using it.
DOI: 10.5281/zenodo.14899014
title: Test dataset
DOI: 10.5281/zenodo.14899015
title: Test dataset
DOI: 10.15468/dl.5bfmmv
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Element content, bulk density, and pH in living and dead wood of 8 tree species in a mesic broad-leaved forest in the East European Plain"
 ]
}

 The dataset includes 247 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002898-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rwacs
title: Occurrence Download

description: A dataset containing 1458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Pieris rapae (Linnaeus, 1758)"
 ]
}

 The dataset includes 1458 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002900-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnmbsj
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antirrhinum meonanthum Hoffmanns. & Link",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002899-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptdn7b
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Element content, bulk density, and pH in living and dead wood of 8 tree species in a mesic broad-leaved forest in the East European Plain"
 ]
}

 The dataset's 8 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002896-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbpnp4
title: Occurrence Download

description: A dataset containing 1458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.3_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Pieris rapae (Linnaeus, 1758)"
 ]
}

 The dataset includes 1458 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002901-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb3mgc
title: Occurrence Download

description: A dataset containing 1685604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 1685604 records from 2907 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002887-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyf8ux
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Favites rotundata Veron, Pichon & Wijsman-Best, 1977"
 ]
}

 The dataset includes 408 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045518-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edgvdg
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Veronica liwanensis K.Koch"
 ]
}

 The dataset includes 44 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046545-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35526
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.tddaf5
title: Occurrence Download

description: A dataset containing 74498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutjanus griseus (Linnaeus, 1758)"
 ]
}

 The dataset includes 74498 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046255-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hu8w4
title: Occurrence Download

description: A dataset containing 938592 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Romania"
 ]
}

 The dataset includes 938592 records from 992 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000221-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9najee
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxynotus paradoxus Frade, 1929"
 ]
}

 The dataset includes 70 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000226-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.