cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.t6hgzm
title: Occurrence Download

description: A dataset containing 75053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lolium multiflorum Lam."
 ]
}

 The dataset includes 75053 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200654-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/hgsrju
title: First records of Medmassa Simon, 1887 from India, with the description of two new species (Araneae: Corinnidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sankaran, Pradeep M., Kadam, Gautam, Tripathi, Rishikesh (2024): First records of Medmassa Simon, 1887 from India, with the description of two new species (Araneae: Corinnidae). Zootaxa 5433 (1): 133-143, DOI: 10.11646/zootaxa.5433.1.6, URL: http://dx.doi.org/10.11646/zootaxa.5433.1.6AbstractMedmassa Simon, 1887 is recorded for the first time from India, including the description of two new species: M. sagax Tripathi, Kadam & Sankaran sp. nov. (♂ ♀) and M. postica Kadam, Tripathi & Sankaran sp. nov. (♀). The discovery of Medmassa increases the number of known corinnid genera in India to eight. Detailed descriptions and illustrations of the copulatory organs of both species are provided, their natural history is briefly discussed, and a map of the currently known distribution of both species is presented.
DOI: 10.15468/dl.wbp6xd
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 Rhododendron horlickianum Davidian"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071801-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwavyh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.14043 -34.527446, 148.14043 -34.531937, 148.142676 -34.531937, 148.142676 -34.529692, 148.144922 -34.529692, 148.144922 -34.527446, 148.14043 -34.527446))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071802-240626123714530/datasets/export for details.
DOI: 10.15468/dl.2bgazm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.398697 -34.527446, 148.398697 -34.529692, 148.400943 -34.529692, 148.400943 -34.527446, 148.398697 -34.527446))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071803-240626123714530/datasets/export for details.
DOI: 10.15468/dl.5e8dzh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.549166 -34.527446, 148.549166 -34.529692, 148.551412 -34.529692, 148.551412 -34.527446, 148.549166 -34.527446))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071804-240626123714530/datasets/export for details.
DOI: 10.21227/mp21-2449
title: Text2RDF: LLM Fine-tuning Dataset for NER and RE

description: The Text2RDF dataset is primarily designed to facilitate the transformation from text to RDF. It contains 1,000 annotated text segments, encompassing a total of 7,228 triplets. Utilizing this dataset to fine-tune large language models enables the models to extract triplets from text, which can ultimately be used to construct knowledge graphs.
DOI: 10.15468/dl.z4de2j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.560395 -34.527446, 148.560395 -34.531937, 148.564886 -34.531937, 148.564886 -34.529692, 148.569378 -34.529692, 148.569378 -34.527446, 148.560395 -34.527446))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071805-240626123714530/datasets/export for details.
DOI: 10.15468/dl.eatcud
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.58959 -34.522954, 148.58959 -34.527446, 148.582853 -34.527446, 148.582853 -34.529692, 148.596327 -34.529692, 148.596327 -34.522954, 148.58959 -34.522954))"
 ]
}

 The dataset includes 83 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071806-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.282tbp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.72883 -34.529692, 148.733321 -34.529692, 148.733321 -34.527446, 148.72883 -34.527446, 148.72883 -34.529692)), ((148.72883 -34.529692, 148.726584 -34.529692, 148.726584 -34.531937, 148.72883 -34.531937, 148.72883 -34.529692)), ((148.733321 -34.529692, 148.733321 -34.531937, 148.735567 -34.531937, 148.735567 -34.529692, 148.733321 -34.529692)))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071807-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgz5p9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Species checklist of fresh/brackishwater prawns genus Macrobrachium in Kenya available at the National Museums of Kenya's Natural History Collections, Invertebrates Zoology Section"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071808-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvcjyg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.090403 -34.527446, 149.090403 -34.529692, 149.094895 -34.529692, 149.094895 -34.527446, 149.090403 -34.527446))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071810-240626123714530/datasets/export for details.
DOI: 10.15468/dl.ac9db4
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Species checklist of fresh/brackishwater prawns genus Macrobrachium in Kenya available at the National Museums of Kenya's Natural History Collections, Invertebrates Zoology Section"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071811-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cx4axe
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alcis semialba (Moore, 1888)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071812-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykqmwy
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "TaxonKey is Spiraea canescens D.Don"
 ]
}

 The dataset includes 74 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071813-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c27yss
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.097141 -34.527446, 149.097141 -34.531937, 149.101632 -34.531937, 149.101632 -34.529692, 149.106124 -34.529692, 149.106124 -34.527446, 149.097141 -34.527446))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071814-240626123714530/datasets/export for details.
DOI: 10.5281/zenodo.12803186
title: Impact of the COVID-19 pandemic on antidepressant use in eleven European regions: a comparative time series analysis 2018–2022

description: Data and code supporting the article:

Impact of the COVID-19 pandemic on antidepressant use in eleven European regions: a comparative time series analysis 2018–2022

Prescription, prevalence and incidence data from January 2018 to December 2022 for Croatia, the Czech Republic, Finland, Germany, Slovenia, Sweden, and the United Kingdom (England, Northern Ireland, Scotland, and Wales).Data include the numbers of dispensed defined daily doses (DDDs) and packs, aggregated by country and month, and prevalence and incidence of antidepressant dispensing.

For more information, see the accompanying document ReadMe.md.
DOI: 10.15468/dl.3pe3r7
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Species checklist of fresh/brackishwater prawns genus Macrobrachium in Kenya available at the National Museums of Kenya's Natural History Collections, Invertebrates Zoology Section"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071815-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn7tqn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.965258 -34.529692, 147.965258 -34.531937, 147.974241 -34.531937, 147.974241 -34.529692, 147.965258 -34.529692))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071816-240626123714530/datasets/export for details.
DOI: 10.5281/zenodo.13335848
title: WaivOps RGTM-PNO: Open Audio Resources for Machine Learning in Music

description: RGTM-PNO Dataset

RGTM-PNO is an open audio dataset featuring a collection of vintage piano songs in the style of ragtime, a genre that flourished around the turn of the 20th century. The dataset contains 262 audio tracks recorded in uncompressed stereo WAV format, synthetically generated using a custom soundfont and MIDI files sourced from public resources online.

Dataset

The primary objective of this dataset is to provide accessible content for machine learning applications in music and audio research. Some potential use cases for this dataset include audio classification, automatic music transcription (ADT), music information retrieval (MIR), melody analysis, AI music generation, sound design and signal processing.

Specifications



262 piano songs (approximately 13.5 hours)

16-bit WAV format

Tempo: 120bpm (live performance in absolute time)

Variational chorus detuning (vintage piano sound)

Paired audio and MIDI data


License

This dataset was compiled by WaivOps, a crowdsourced music project managed by the sound label company Patchbanks. The audio recordings were sonified from MIDI files containing historical musical compositions believed to be in the public domain and copyright free.

The RGTM-PNO 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.13335847
title: WaivOps RGTM-PNO: Open Audio Resources for Machine Learning in Music

description: RGTM-PNO Dataset

RGTM-PNO is an open audio dataset featuring a collection of vintage piano songs in the style of ragtime, a genre that flourished around the turn of the 20th century. The dataset contains 262 audio tracks recorded in uncompressed stereo WAV format, synthetically generated using a custom soundfont and MIDI files sourced from public resources online.

Dataset

The primary objective of this dataset is to provide accessible content for machine learning applications in music and audio research. Some potential use cases for this dataset include audio classification, automatic music transcription (ADT), music information retrieval (MIR), melody analysis, AI music generation, sound design and signal processing.

Specifications



262 piano songs (approximately 13.5 hours)

16-bit WAV format

Tempo: 120bpm (live performance in absolute time)

Variational chorus detuning (vintage piano sound)

Paired audio and MIDI data


License

This dataset was compiled by WaivOps, a crowdsourced music project managed by the sound label company Patchbanks. The audio recordings were sonified from MIDI files containing historical musical compositions believed to be in the public domain and copyright free.

The RGTM-PNO 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.pjhp3k
title: Occurrence Download

description: A dataset containing 3417942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((77.36213 12.76241, 77.79627 12.76241, 77.79627 13.21167, 77.36213 13.21167, 77.36213 12.76241))",
 "Year is greater than or equal to 2000",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 3417942 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071809-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvgejb
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.331943 -34.509479, 147.331943 -34.513971, 147.329697 -34.513971, 147.329697 -34.527446, 147.331943 -34.527446, 147.331943 -34.531937, 147.334188 -34.531937, 147.334188 -34.527446, 147.33868 -34.527446, 147.33868 -34.529692, 147.345417 -34.529692, 147.345417 -34.527446, 147.354401 -34.527446, 147.354401 -34.520708, 147.347663 -34.520708, 147.347663 -34.522954, 147.345417 -34.522954, 147.345417 -34.520708, 147.340926 -34.520708, 147.340926 -34.509479, 147.331943 -34.509479), (147.33868 -34.527446, 147.33868 -34.522954, 147.340926 -34.522954, 147.340926 -34.527446, 147.33868 -34.527446), (147.331943 -34.520708, 147.334188 -34.520708, 147.334188 -34.522954, 147.331943 -34.522954, 147.331943 -34.520708), (147.334188 -34.520708, 147.334188 -34.516217, 147.33868 -34.516217, 147.33868 -34.520708, 147.334188 -34.520708)), ((147.345417 -34.529692, 147.345417 -34.531937, 147.347663 -34.531937, 147.347663 -34.529692, 147.345417 -34.529692)), ((147.347663 -34.531937, 147.347663 -34.536429, 147.349909 -34.536429, 147.349909 -34.531937, 147.347663 -34.531937)))"
 ]
}

 The dataset includes 78 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071817-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.xq5vc44s
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (34 records)
DOI: 10.5519/qd.z50qy68y
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (34 records)
DOI: 10.15468/dl.b8ff7b
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron huanum W.P.Fang"
 ]
}

 The dataset includes 84 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071818-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnk2zh
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((146.678415 -34.527446, 146.678415 -34.531937, 146.682907 -34.531937, 146.682907 -34.529692, 146.680661 -34.529692, 146.680661 -34.527446, 146.678415 -34.527446)), ((146.678415 -34.527446, 146.678415 -34.522954, 146.680661 -34.522954, 146.680661 -34.520708, 146.671678 -34.520708, 146.671678 -34.527446, 146.678415 -34.527446)), ((146.682907 -34.531937, 146.682907 -34.536429, 146.687398 -34.536429, 146.687398 -34.531937, 146.682907 -34.531937)), ((146.687398 -34.536429, 146.687398 -34.547658, 146.689644 -34.547658, 146.689644 -34.545412, 146.694136 -34.545412, 146.694136 -34.538675, 146.689644 -34.538675, 146.689644 -34.536429, 146.687398 -34.536429)), ((146.680661 -34.527446, 146.682907 -34.527446, 146.682907 -34.522954, 146.680661 -34.522954, 146.680661 -34.527446)), ((146.682907 -34.522954, 146.687398 -34.522954, 146.687398 -34.520708, 146.682907 -34.520708, 146.682907 -34.522954)), ((146.687398 -34.520708, 146.689644 -34.520708, 146.689644 -34.516217, 146.687398 -34.516217, 146.687398 -34.520708)), ((146.687398 -34.522954, 146.687398 -34.527446, 146.689644 -34.527446, 146.689644 -34.522954, 146.687398 -34.522954)))"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071819-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awjy2w
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copestylum sultzi (Curran, 1939)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071820-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.k4zfeltu
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (34 records)
DOI: 10.5519/qd.6h7t5jhc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (34 records)
DOI: 10.15468/dl.yksxnx
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.268441 -34.520708, 148.268441 -34.527446, 148.270687 -34.527446, 148.270687 -34.529692, 148.275178 -34.529692, 148.275178 -34.527446, 148.281916 -34.527446, 148.281916 -34.529692, 148.284161 -34.529692, 148.284161 -34.531937, 148.288653 -34.531937, 148.288653 -34.536429, 148.290899 -34.536429, 148.290899 -34.531937, 148.299882 -34.531937, 148.299882 -34.527446, 148.297636 -34.527446, 148.297636 -34.529692, 148.290899 -34.529692, 148.290899 -34.527446, 148.284161 -34.527446, 148.284161 -34.522954, 148.281916 -34.522954, 148.281916 -34.520708, 148.268441 -34.520708)), ((148.290899 -34.536429, 148.290899 -34.538675, 148.297636 -34.538675, 148.297636 -34.536429, 148.290899 -34.536429)))"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071821-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzrqkx
title: Occurrence Download

description: A dataset containing 36094 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pontederia crassipes Mart."
 ]
}

 The dataset includes 36094 records from 667 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071822-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13336415
title: smiles_epoxy_resin
DOI: 10.5281/zenodo.13336416
title: smiles_epoxy_resin
DOI: 10.15468/dl.vfjnsq
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((146.557142 -34.522954, 146.557142 -34.527446, 146.563879 -34.527446, 146.563879 -34.522954, 146.557142 -34.522954)), ((146.563879 -34.527446, 146.563879 -34.529692, 146.566125 -34.529692, 146.566125 -34.531937, 146.570617 -34.531937, 146.570617 -34.527446, 146.563879 -34.527446)), ((146.570617 -34.531937, 146.570617 -34.536429, 146.572863 -34.536429, 146.572863 -34.531937, 146.570617 -34.531937)), ((146.572863 -34.536429, 146.572863 -34.543166, 146.5796 -34.543166, 146.5796 -34.538675, 146.575108 -34.538675, 146.575108 -34.536429, 146.572863 -34.536429)))"
 ]
}

 The dataset includes 69 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071823-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5raxq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron huguangense P.C.Tam"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071824-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77y8xg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((149.007309 -34.522954, 149.007309 -34.5252, 149.0118 -34.5252, 149.0118 -34.527446, 149.014046 -34.527446, 149.014046 -34.529692, 149.0118 -34.529692, 149.0118 -34.543166, 149.014046 -34.543166, 149.014046 -34.531937, 149.025275 -34.531937, 149.025275 -34.529692, 149.020783 -34.529692, 149.020783 -34.527446, 149.018538 -34.527446, 149.018538 -34.522954, 149.007309 -34.522954))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071825-240626123714530/datasets/export for details.