cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0140681.10fu
title: SH0140681.10FU

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: 10.3535/4gv-38b-8rx
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8sa-erh-4ty
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lcw-m7x-g7j
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.13145/bacdive153357.20230509.8.1
title: Corynebacterium falsenii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0140682.10fu
title: SH0140682.10FU

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: 10.3535/1fm-m8b-n49
title: Noctua Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/p64-801-hba
title: Speranza Curtis, 1828

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wg0-2fy-sad
title: Lypusidae Herrich-Schäffer, 1857

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.nxqwbb
title: Occurrence Download

description: A dataset containing 4730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sparus aurata Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Material sample)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 4730 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004847-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzxg3s
title: Occurrence Download

description: A dataset containing 9999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Fossil)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gossypium L."
 ]
}

 The dataset includes 9999 records from 365 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004845-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3usg3e
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Un nouveau nom dans la tribu des Vanguerieae (Rubiaceae) de Madagascar"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049564-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ane5h2
title: Occurrence Download

description: A dataset containing 6695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera tigris (Linnaeus, 1758)"
 ]
}

 The dataset includes 6695 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049565-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p3te8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (212391571, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, 205887221, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, MYXINIFORMES, Myxiniformes, Myxiniformes, Myxiniformes, 205944759, 210653629, 209667023, 209345957, Myxiniformes, 211756434, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, 205000280, 212107999, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, 210655863, 187338294, 158175835, 204979443, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, 208592692, 212386510, 212260870, Myxiniformes, 210217033, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes, Myxiniformes Rafinesque, 1815, 161380386, Petromyzontiformes Berg, 1940)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049566-241126133413365/datasets/export for details.
DOI: 10.15468/dl.fn47an
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Sonchus asper (L.) Hill",
 "Year 1970-2000"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049567-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13125873
title: UMD-350MB: Refined MIDI Dataset for Symbolic Music Generation

description: UMD-350MB

The Universal MIDI Dataset 350MB (UMD-350MB) is a proprietary collection of 85,618 MIDI files curated for research and development within our organization. This collection is a subset sampled from a larger dataset developed for pretraining symbolic music models.

The field of symbolic music generation is constrained by limited data compared to language models. Publicly available datasets, such as the Lakh MIDI Dataset, offer large collections of MIDI files sourced from the web. While the sheer volume of musical data might appear beneficial, the actual amount of valuable data is less than anticipated, as many songs contain less desirable melodies with erratic and repetitive events.

The UMD-350MB employs an attention-based approach to achieve more desirable output generations by focusing on human-reviewed training examples of single-track melodies, chord progressions, leads and arpeggios with an average duration of 8 bars. This was achieved by refining the dataset over 24 months, ensuring consistent quality and tempo alignment. Moreover, the dataset is normalized by setting the timing information to 120 BPM with a tick resolution (PPQ) of 96 and transposing the musical scales to C major and A minor (natural scales).

Melody Styles

A major portion of the dataset is composed of newly produced private data to represent modern musical styles.



Pop: 1970s to 2020s Pop music

EDM: Trance, House, Synthwave, Dance, Arcade

Jazz: Bebop, Ballad, Latin-Jazz, Bossa-Jazz, Ragtime

Soul: 80s Classic, Neo-Soul, Latin-Soul

Urban: Pop, Hip-Hop, Trap, R&B, Afrobeat

World: Latin, Bossa Nova, European

Other: Film, Cinematic, Game music and piano references


Actual MIDI files are unlabeled for unsupervised training.

Dataset Access

Please note that this is a closed-source dataset with very limited access. Considerations for access include proposals for data augmentation, chord extraction and other enhancement methods, whether through scripts, algorithmic techniques, manual editing in a DAW or additional processing methods.

For inquiries about this dataset, please email us.
DOI: 10.5281/zenodo.13125874
title: UMD-350MB: Refined MIDI Dataset for Symbolic Music Generation

description: UMD-350MB

The Universal MIDI Dataset 350MB (UMD-350MB) is a proprietary collection of 85,618 MIDI files curated for research and development within our organization. This collection is a subset sampled from a larger dataset developed for pretraining symbolic music models.

The field of symbolic music generation is constrained by limited data compared to language models. Publicly available datasets, such as the Lakh MIDI Dataset, offer large collections of MIDI files sourced from the web. While the sheer volume of musical data might appear beneficial, the actual amount of valuable data is less than anticipated, as many songs contain less desirable melodies with erratic and repetitive events.

The UMD-350MB employs an attention-based approach to achieve more desirable output generations by focusing on human-reviewed training examples of single-track melodies, chord progressions, leads and arpeggios with an average duration of 8 bars. This was achieved by refining the dataset over 24 months, ensuring consistent quality and tempo alignment. Moreover, the dataset is normalized by setting the timing information to 120 BPM with a tick resolution (PPQ) of 96 and transposing the musical scales to C major and A minor (natural scales).

Melody Styles

A major portion of the dataset is composed of newly produced private data to represent modern musical styles.



Pop: 1970s to 2020s Pop music

EDM: Trance, House, Synthwave, Dance, Arcade

Jazz: Bebop, Ballad, Latin-Jazz, Bossa-Jazz, Ragtime

Soul: 80s Classic, Neo-Soul, Latin-Soul

Urban: Pop, Hip-Hop, Trap, R&B, Afrobeat

World: Latin, Bossa Nova, European

Other: Film, Cinematic, Game music and piano references


Actual MIDI files are unlabeled for unsupervised training.

Dataset Access

Please note that this is a closed-source dataset with very limited access. Considerations for access include proposals for data augmentation, chord extraction and other enhancement methods, whether through scripts, algorithmic techniques, manual editing in a DAW or additional processing methods.

For inquiries about this dataset, please email us.
DOI: 10.5281/zenodo.13126590
title: UMD-350MB: Refined MIDI Dataset for Symbolic Music Generation

description: UMD-350MB

The Universal MIDI Dataset 350MB (UMD-350MB) is a proprietary collection of 85,618 MIDI files curated for research and development within our organization. This collection is a subset sampled from a larger dataset developed for pretraining symbolic music models.

The field of symbolic music generation is constrained by limited data compared to language models. Publicly available datasets, such as the Lakh MIDI Dataset, offer large collections of MIDI files sourced from the web. While the sheer volume of musical data might appear beneficial, the actual amount of valuable data is less than anticipated, as many songs contain less desirable melodies with erratic and repetitive events.

The UMD-350MB employs an attention-based approach to achieve more desirable output generations by focusing on human-reviewed training examples of single-track melodies, chord progressions, leads and arpeggios with an average duration of 8 bars. This was achieved by refining the dataset over 24 months, ensuring consistent quality and tempo alignment. Moreover, the dataset is normalized by setting the timing information to 120 BPM with a tick resolution (PPQ) of 96 and transposing the musical scales to C major and A minor (natural scales).

Melody Styles

A major portion of the dataset is composed of newly produced private data to represent modern musical styles.



Pop: 1970s to 2020s Pop music

EDM: Trance, House, Synthwave, Dance, Arcade

Jazz: Bebop, Ballad, Latin-Jazz, Bossa-Jazz, Ragtime

Soul: 80s Classic, Neo-Soul, Latin-Soul

Urban: Pop, Hip-Hop, Trap, R&B, Afrobeat

World: Latin, Bossa Nova, European

Other: Film, Cinematic, Game music and piano references


Actual MIDI files are unlabeled for unsupervised training.

Dataset Access

Please note that this is a closed-source dataset with very limited access. Considerations for access include proposals for data augmentation, chord extraction and other enhancement methods, whether through scripts, algorithmic techniques, manual editing in a DAW or additional processing methods.

For inquiries about this dataset, please email us.
DOI: 10.15468/dl.cxb43m
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Selizitapia gen. nov. (Hemiptera: Fulgoromorpha: Flatidae) from tapia woodlands of Madagascar"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049568-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjnzfp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, 205946914, 209454550, Petromyzontiformes, 158175918, 209432137, 209345849, 212100364, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, 209404953, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, 204243911, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, 212385849, 212261970, Petromyzontiformes, Petromyzontiformes, 208592685, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, 206024379, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, 205926038, 212267786, Petromyzontiformes, 212107918, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, PETROMYZONTIFORMES, Petromyzontiformes, 205000292, 212391574, Petromyzontiformes, 211762640, Petromyzontiformes, 133243367, Petromyzontiformes, 161380291, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes, Petromyzontiformes Berg, 1940, Petromyzontiformes Berg, 1940, Petromyzontiformes Berg, 1940)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049569-241126133413365/datasets/export for details.
DOI: 10.15468/dl.2n7tx4
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Laberiini, a new tribe of Tropiduchidae planthoppers from Madagascar (Hemiptera: Fulgoroidea)"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049570-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxf34f
title: Occurrence Download

description: A dataset containing 134833 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Aedes albopictus (Skuse, 1894), Aedes detritus (Haliday, 1833), Culex modestus Ficalbi, 1947, Culex neavei Theobald, 1906, Culex theileri Theobald, 1903, Culex univittatus Theobald, 1901, Culex vansomereni Edwards, 1926)"
 ]
}

 The dataset includes 134833 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049563-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wuawvq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chimaeriformes, 205982956, 205322064, Chimaeriformes, Chimaeriformes, Chimaeriformes, 205844676, Chimaeriformes, Chimaeriformes, 205991189, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, 204795243, 204766132, 205336628, 161387312, Chimaeriformes, Chimaeriformes, Chimaeriformes, 158194837, 205946885, 211756467, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, 212391717, 209454542, 212271700, Chimaeriformes, 204736982, 209345854, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, 206038122, 205900425, Chimaeriformes, Chimaeriformes, Chimaeriformes, 209341001, 209565909, Chimaeriformes, 210217000, Chimaeriformes, 210653614, 204357321, Chimaeriformes, Chimaeriformes, 205988123, 209432114, 205918549, 206022741, 212261325, 209667364, 206090768, 205824790, 208592688, Chimaeriformes, 157073445, Chimaeriformes, 211028005, Chimaeriformes, 205000274, 205327644, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, CHIMAERIFORMES, Chimaeriformes, 212102628, 212109369, 206090153, Chimaeriformes, 212265666, Chimaeriformes, Chimaeriformes, 212359662, 212261544, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes, Chimaeriformes Obruchev, 1953, 167368912, Chimaeriformes Berg, 1940, Chimaeriformes Obruchev, 1953, Chimaeriformes Obruchev, 1953, Chimaeriformes Berg, 1937, Chimaeriformes Obruchev, 1953, Chimaeriformes Obruchev, 1953, Bradyodonti, Petalodontiformes Zangerl, 1981, Cochliodontiformes Obruchev, 1953, Iniopterygiformes, Eugeneodontida Zangerl, 1981, Menaspiformes Nelson, 2006)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049571-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9j95wm
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 352 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049572-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch9q8x
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Sonchus oleraceus L.",
 "Year 1970-2000"
 ]
}

 The dataset includes 176 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049573-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at59r4
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Mimosa pigra L."
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049575-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muygv6
title: Occurrence Download

description: A dataset containing 53757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is KAZ.1_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 53757 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049574-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hmh6p
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parahyaena brunnea (Thunberg, 1820)"
 ]
}

 The dataset includes 433 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049576-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.