cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n6egcq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"7015464","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024667-241024112534372/datasets/export for details.
DOI: 10.15468/dl.pypeqk
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024668-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnh327
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024669-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g2yrw
title: Occurrence Download

description: A dataset containing 1553303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1978-2020"
 ]
}

 The dataset includes 1553303 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024591-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yapt47
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024670-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/cdc.246
title: Chandra X-ray Observatory Chandra Data Collection for request #246

description: Chandra Data Collection for request #cdc.246
description: DOI updated to include the publication's DOI on 2024-07-24-12:00:00
DOI: 10.25574/cdc.280
title: Chandra X-ray Observatory Chandra Data Collection for request #280

description: Chandra Data Collection for request #280
description: DOI updated to include the publication's DOI on 2024-10-29-19:00:00
DOI: 10.15468/dl.3qadu5
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024671-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14038283
title: WaivOps POP-ROK: Open Audio Resources for Machine Learning in Music

description: POP-ROK Dataset

POP-ROK is an open audio dataset featuring an uncurated collection of synthetic drum recordings in the style of pop rock music. It includes 5,378 audio loops recorded in uncompressed stereo WAV format, along with paired JSON files intended for the supervised training of generative AI audio models.

Overview

The POP-ROK Dataset was developed by sonifying a collection of approximately 30 acoustic drum kits with a paired MIDI dataset covering basic rhythm patterns, excluding toms. Data augmentation included a random drum-swapping method to generate unique drum kits and reverb simulations to represent various room sizes. This dataset is intended for training or fine-tuning AI models in rhythm notation with paired drum note labels, aiming to replicate the sound of live drumming.

The primary purpose of this dataset is to provide accessible content for machine learning applications in music and audio. Potential use cases include generative music, feature extraction, tempo detection, audio classification, rhythm analysis, drum synthesis, music information retrieval (MIR), sound design and signal processing.

Specifications



5,378 audio loops (approximately 24 hours)

16-bit WAV format

Tempo range: 100-130 BPM

Paired label data (WAV + JSON)

Variational drum patterns

Subgenre styles (Pop, classic rock, soft rock, country)


A JSON file is provided for referencing and converting MIDI note numbers to text labels. You can update the text labels to suit your preferences.

License

This dataset was compiled by WaivOps, a crowdsourced music project managed by the sound label company Patchbanks. All recordings have been compiled by verified sources for copyright clearance.

The POP-ROK dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).

Additional Info

For audio examples or more information about this dataset, please refer to the GitHub repository.
DOI: 10.5281/zenodo.14038284
title: WaivOps POP-ROK: Open Audio Resources for Machine Learning in Music

description: POP-ROK Dataset

POP-ROK is an open audio dataset featuring an uncurated collection of synthetic drum recordings in the style of pop rock music. It includes 5,378 audio loops recorded in uncompressed stereo WAV format, along with paired JSON files intended for the supervised training of generative AI audio models.

Overview

The POP-ROK Dataset was developed by sonifying a collection of approximately 30 acoustic drum kits with a paired MIDI dataset covering basic rhythm patterns, excluding toms. Data augmentation included a random drum-swapping method to generate unique drum kits and reverb simulations to represent various room sizes. This dataset is intended for training or fine-tuning AI models in rhythm notation with paired drum note labels, aiming to replicate the sound of live drumming.

The primary purpose of this dataset is to provide accessible content for machine learning applications in music and audio. Potential use cases include generative music, feature extraction, tempo detection, audio classification, rhythm analysis, drum synthesis, music information retrieval (MIR), sound design and signal processing.

Specifications



5,378 audio loops (approximately 24 hours)

16-bit WAV format

Tempo range: 100-130 BPM

Paired label data (WAV + JSON)

Variational drum patterns

Subgenre styles (Pop, classic rock, soft rock, country)


A JSON file is provided for referencing and converting MIDI note numbers to text labels. You can update the text labels to suit your preferences.

License

This dataset was compiled by WaivOps, a crowdsourced music project managed by the sound label company Patchbanks. All recordings have been compiled by verified sources for copyright clearance.

The POP-ROK dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0).

Additional Info

For audio examples or more information about this dataset, please refer to the GitHub repository.
DOI: 10.15468/dl.frr6tx
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024672-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/1126
title: Data associated with 'Comparison of oral tribological performance of proteinaceous microgel systems with protein-polysaccharide combinations'. [Dataset].

description: Raw data for all figures in the associated paper 'Comparison of oral tribological performance of proteinaceous microgel systems with protein-polysaccharide combinations'
DOI: 10.15468/dl.5a3vhc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"7015468","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024674-241024112534372/datasets/export for details.
DOI: 10.15468/dl.q8we6b
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024676-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hvkpj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"7015472","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024677-241024112534372/datasets/export for details.
DOI: 10.15468/dl.naxmrv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"7015466","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"lessThan","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"in","key":"YEAR","values":["2008","2009","2010","2011","2012","2013","2014","2015","2016","2017","2018","2019","2020","2021","2022","2023","2024"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["LIVING_SPECIMEN","HUMAN OBSERVATION","OBSERVATION","OCCURRENCE","MACHINE_OBSERVATION"],"matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024673-241024112534372/datasets/export for details.
DOI: 10.15468/dl.z4ntr6
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024675-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp4eyg
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((28.32369 -17.18679,28.91229 -17.18679,28.91229 -16.72695,28.32369 -16.72695,28.32369 -17.18679))",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024682-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ebbnx
title: Occurrence Download

description: A dataset containing 2728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Mitrephora (Blume) Hook.f. & Thomson"
 ]
}

 The dataset includes 2728 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024681-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4mmru
title: Occurrence Download

description: A dataset containing 26459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 26459 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277737-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd3akr
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea stoebe L.",
 "Geometry POLYGON((-118 45, -118 49, -114 49, -114 45, -118 45))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 288 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231108-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t973gh
title: Occurrence Download

description: A dataset listing the 9310 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "Geometry POLYGON((-45 21,65 21,65 73,-45 73,-45 21))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Carabidae, Collembola, Formicidae, Araneae, Gastropoda, Crassiclitellata)",
 "Year 2000-2022"
 ]
}

 The dataset's 9310 records were derived from 1775 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250000-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acfjcj
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hebeloma cylindrosporum Romagn.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008376-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2vwtc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera hofmanniana Schinz"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031834-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czr6e7
title: Occurrence Download

description: A dataset containing 1153470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Africa",
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862"
 ]
}

 The dataset includes 1153470 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016146-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.igkgzt
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pediolagus salinicola Burmeister, 1875"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008376-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5c5qma
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clarias nieuhofii Valenciennes, 1840",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031775-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.943hut
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cotoneaster zeravschanicus Pojark."
 ]
}

 The dataset includes 11 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008884-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0pymcs
title: Occurrence Download

description: A dataset containing 314690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-97.61 15.13,-97.61 17.24,-94.15 17.24,-94.15 15.13,-97.61 15.13))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 314690 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008377-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6arg76
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens cyclosepala Hook.fil. ex W.W.Sm."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031826-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aadmy4
title: Occurrence Download

description: A dataset containing 1115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acalypha ostryifolia Riddell"
 ]
}

 The dataset includes 1115 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006136-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l10zvs
title: Occurrence Download

description: A dataset containing 565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Chamaecyparis formosensis Matsum.",
 "DecimalLatitude is greater than or equal to -90",
 "DecimalLongitude is greater than or equal to -180"
 ]
}

 The dataset includes 565 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026903-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muj5dx
title: Occurrence Download

description: A dataset containing 1346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-168 13,-51 13,-51 84,-168 84,-168 13))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Galanthus nivalis L.",
 "Year 2000-2020"
 ]
}

 The dataset includes 1346 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078705-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv22rr
title: Occurrence Download

description: A dataset containing 4422556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((26.7542939189847 1.2186193716968,36.9991642472184 13.6345880476356,41.544901412726 10.038706409249,37.5419388341447 2.16847489881781,35.84576825 -7.80500813595271,36.2528491901947 -16.0144737632128,34.2174444892211 -16.5572483501391,27.5006089760084 -8.95840413317107,26.7542939189847 1.2186193716968))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4422556 records from 879 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338527-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh2w6u
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achnatherum splendens (Trin.) Nevski"
 ]
}

 The dataset includes 309 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006155-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.