cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/1tt-hxd-y0r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/75q-628-evg
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7s-p44-l25
title: †Nummulina lenticularis (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mgf-fys-7ct
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47v-jf6-0fq
title: Raja

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ar-act-680
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mh5-nx7-g9s
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yr0-39b-bmq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pnzugm
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lynx lynx",
 "GadmGid is DEU.2_1"
 ]
}

 The dataset includes 150 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018439-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4j7-acs-610
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4sd-8yv-a8z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1sb-q39-n9y
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4c4-v82-1pk
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0f4-bh8-1em
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xtk-srl-xyw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/96t-nk8-h2z
title: †Gervillaria L. R. Cox, 1955

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7w-feb-3jq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6t-kp8-8qh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jy0-lk6-exn
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g55-8fs-zmk
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gyn-8qe-lr1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.buqxqs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Thamnophilus bernardi shumbae (Carriker, 1934)",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093523-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqa4mf
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apantesis carlotta Ferguson, 1985"
 ]
}

 The dataset includes 604 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190498-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwt7mk
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Sinosuthora brunnea ricketti (Rothschild, 1922)",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093524-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2eduh
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008761-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq6mel
title: Occurrence Download

description: A dataset containing 1820940288 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1820940288 records from 19543 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013580-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2c5bys
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is OWRG Insects"
 ]
}

 The dataset includes 535 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003143-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15520934
title: PM10 in Italy 20250526

description: PM10 Values in particles/cm3 on the 26 May 2025 over the Italian territory. All the values are obtained from the OpenAQ dataset.
DOI: 10.5281/zenodo.15520935
title: PM10 in Italy 20250526

description: PM10 Values in particles/cm3 on the 26 May 2025 over the Italian territory. All the values are obtained from the OpenAQ dataset.
DOI: 10.15468/dl.6p6tjr
title: Occurrence Download

description: A dataset containing 2453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Trawl-survey data from the “expedition Hvar” in the Adriatic Sea (Mediterranean) collected in 1948-1949",
 "Country is Croatia"
 ]
}

 The dataset includes 2453 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003144-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrat76
title: Occurrence Download

description: A dataset containing 3681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Natural History Museum, Vienna - Herbarium W",
 "Country is Croatia"
 ]
}

 The dataset includes 3681 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003145-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcm8n7
title: Occurrence Download

description: A dataset containing 5412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "Country is Croatia"
 ]
}

 The dataset includes 5412 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003146-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15187878
title: Selected Download Files from the PFAS Tree

description: This is an archive of download files from certain sections of the PFAS and Fluorinated Compounds in PubChem. Details about the "PFAS Tree" are available in the documentation and described in Schymanski et al. (2023) DOI: 10.1021/acs.est.3c04855. Please cite the article if you use these resources.

The files provided are:



All (merged) entries in the CompTox Lists - 17,499 entries

All (merged) entries in the NORMAN-SLE Lists - 6,424 entries

All entries in the NIST PFAS List - 4,964 entries

All (merged) entries in the Regulatory Collections - 27,634 entries

All (merged) entries in the "Other diverse fluorinated compounds" node - 148,713 entries

All (merged) entries in the "Molecule contains PFAS parts larger than CF2/CF3" node - 231,044 entries(this is the subset of the OECD PFAS Definition set that contains parts larger than CF2/CF3)

All (merged) entries in the "OECD PFAS Definition" node - 6,979,681 entries(this is all neutral PFAS species in PubChem meeting the OECD PFAS definition as of 25 Mar 2025) 

All (merged) entries in the "PFAS Breakdowns by Chemistry" node - 8,018,447 entries(this includes all the compounds in the OECD PFAS definitions section plus salts, mixtures and other species that also fit the definition). 

A text file containing the CIDs from the Organofluorine compounds collection, retrieved via PUG REST (code here) - 21,476,640 entries.

A tab separated mapping file explaining the column headers, including the old (pre April 2025) and new column headers.
DOI: 10.5281/zenodo.15084541
title: Selected Download Files from the PFAS Tree

description: This is an archive of download files from certain sections of the PFAS and Fluorinated Compounds in PubChem. Details about the "PFAS Tree" are available in the documentation and described in Schymanski et al. (2023) DOI: 10.1021/acs.est.3c04855. Please cite the article if you use these resources.

The files provided are:



All (merged) entries in the CompTox Lists - 17,499 entries

All (merged) entries in the NORMAN-SLE Lists - 6,424 entries

All entries in the NIST PFAS List - 4,964 entries

All (merged) entries in the Regulatory Collections - 27,636 entries

All (merged) entries in the "Other diverse fluorinated compounds" node - 148,706 entries

All (merged) entries in the "Molecule contains PFAS parts larger than CF2/CF3" node - 231,052 entries(this is the subset of the OECD PFAS Definition set that contains parts larger than CF2/CF3)

All (merged) entries in the "OECD PFAS Definition" node - 6,976,052 entries(this is all neutral PFAS species in PubChem meeting the OECD PFAS definition as of 25 Mar 2025) 

All (merged) entries in the "PFAS Breakdowns by Chemistry" node - 8,014,047 entries(this includes all the compounds in the OECD PFAS definitions section plus salts, mixtures and other species that also fit the definition). 

A tab separated mapping file explaining the column headers.
DOI: 10.5281/zenodo.15115249
title: Selected Download Files from the PFAS Tree

description: This is an archive of download files from certain sections of the PFAS and Fluorinated Compounds in PubChem. Details about the "PFAS Tree" are available in the documentation and described in Schymanski et al. (2023) DOI: 10.1021/acs.est.3c04855. Please cite the article if you use these resources.

The files provided are:



All (merged) entries in the CompTox Lists - 17,499 entries

All (merged) entries in the NORMAN-SLE Lists - 6,424 entries

All entries in the NIST PFAS List - 4,964 entries

All (merged) entries in the Regulatory Collections - 27,636 entries

All (merged) entries in the "Other diverse fluorinated compounds" node - 148,706 entries

All (merged) entries in the "Molecule contains PFAS parts larger than CF2/CF3" node - 231,052 entries(this is the subset of the OECD PFAS Definition set that contains parts larger than CF2/CF3)

All (merged) entries in the "OECD PFAS Definition" node - 6,976,052 entries(this is all neutral PFAS species in PubChem meeting the OECD PFAS definition as of 25 Mar 2025) 

All (merged) entries in the "PFAS Breakdowns by Chemistry" node - 8,014,047 entries(this includes all the compounds in the OECD PFAS definitions section plus salts, mixtures and other species that also fit the definition). 

A text file containing the CIDs from the Organofluorine compounds collection, retrieved via PUG REST (code here) - 21,468,073 entries.

A tab separated mapping file explaining the column headers.
DOI: 10.5281/zenodo.14740383
title: Selected Download Files from the PFAS Tree

description: This is an archive of download files from certain sections of the PFAS and Fluorinated Compounds in PubChem. Details about the "PFAS Tree" are available in the documentation and described in Schymanski et al. (2023) DOI: 10.1021/acs.est.3c04855. Please cite the article if you use these resources.

The files provided are:



All (merged) entries in the CompTox Lists - 17,499 entries

All (merged) entries in the NORMAN-SLE Lists - 6,424 entries

All entries in the NIST PFAS List - 4,964 entries

All (merged) entries in the Regulatory Collections - 27,687 entries

All (merged) entries in the "OECD PFAS Definition" node - 6,957,730 entries(this is all neutral PFAS species in PubChem meeting the OECD PFAS definition as of 24 Jan 2025) 

All (merged) entries in the "PFAS Breakdowns by Chemistry" section that are NOT in the OECD PFAS definition node. These are salts, mixtures and other species not in the OECD PFAS Definition node - 1,034,089 entries. Combined with the "OECD PFAS Definition" file, these form the entire "PFAS Breakdowns by Chemistry" section (7,988,858 entries combined). 

A tab separated mapping file explaining the column headers.
DOI: 10.5281/zenodo.15525774
title: Selected Download Files from the PFAS Tree

description: This is an archive of download files from certain sections of the PFAS and Fluorinated Compounds in PubChem. Details about the "PFAS Tree" are available in the documentation and described in Schymanski et al. (2023) DOI: 10.1021/acs.est.3c04855. Please cite the article if you use these resources.

The files provided are:



All (merged) entries in the CompTox Lists - 17,499 entries

All (merged) entries in the NORMAN-SLE Lists - 6,511 entries

All entries in the NIST PFAS List - 4,964 entries

All (merged) entries in the Regulatory Collections - 27,115 entries

All (merged) entries in the "Other diverse fluorinated compounds" node - 175,101 entries

All (merged) entries in the "Molecule contains PFAS parts larger than CF2/CF3" node - 238,109 entries(this is the subset of the OECD PFAS Definition set that contains parts larger than CF2/CF3)

All (merged) entries in the "OECD PFAS Definition" node - 7,098,028 entries(this is all neutral PFAS species in PubChem meeting the OECD PFAS definition as of 27 May 2025) 

All (merged) entries in the "PFAS Breakdowns by Chemistry" node - 8,165,101 entries(this includes all the compounds in the OECD PFAS definitions section plus salts, mixtures and other species that also fit the definition). 

A text file containing the CIDs from the Organofluorine compounds collection, retrieved via PUG REST (code here) - 21,795,777 entries.

A tab separated mapping file explaining the column headers, including the old (pre April 2025) and new column headers.
DOI: 10.5281/zenodo.15241111
title: Selected Download Files from the PFAS Tree

description: This is an archive of download files from certain sections of the PFAS and Fluorinated Compounds in PubChem. Details about the "PFAS Tree" are available in the documentation and described in Schymanski et al. (2023) DOI: 10.1021/acs.est.3c04855. Please cite the article if you use these resources.

The files provided are:



All (merged) entries in the CompTox Lists - 17,499 entries

All (merged) entries in the NORMAN-SLE Lists - 6,424 entries

All entries in the NIST PFAS List - 4,964 entries

All (merged) entries in the Regulatory Collections - 27,634 entries

All (merged) entries in the "Other diverse fluorinated compounds" node - 148,730 entries

All (merged) entries in the "Molecule contains PFAS parts larger than CF2/CF3" node - 231,046 entries(this is the subset of the OECD PFAS Definition set that contains parts larger than CF2/CF3)

All (merged) entries in the "OECD PFAS Definition" node - 6,979,921 entries(this is all neutral PFAS species in PubChem meeting the OECD PFAS definition as of 18 Apr 2025) 

All (merged) entries in the "PFAS Breakdowns by Chemistry" node - 8,018,803 entries(this includes all the compounds in the OECD PFAS definitions section plus salts, mixtures and other species that also fit the definition). 

A text file containing the CIDs from the Organofluorine compounds collection, retrieved via PUG REST (code here) - 21,477,465 entries.

A tab separated mapping file explaining the column headers, including the old (pre April 2025) and new column headers.
DOI: 10.48597/955e-thrr
title: VOC (volatile organic compounds), dimethylsulfide and mass_93_organic_compounds at Hyytiälä

description: Measurement of VOC (volatile organic compounds), dimethylsulfide and mass_93_organic_compounds at Hyytiälä
DOI: 10.48597/az45-xr2k
title: Measurement of VOC (volatile organic compounds), dimethylsulfide and mass_93_organic_compounds at Hyytiälä

description: Measurement of VOC (volatile organic compounds), dimethylsulfide and mass_93_organic_compounds at Hyytiälä
DOI: 10.48597/pvr7-4afn
title: Measurement of VOC (volatile organic compounds), dimethylsulfide and mass_93_organic_compounds at Hyytiälä

description: Measurement of VOC (volatile organic compounds), dimethylsulfide and mass_93_organic_compounds at Hyytiälä
DOI: 10.5281/zenodo.12525951
title: AnglistikVoices: L2 English speech dataset

description: AnglistikVoices: an L2 English speech dataset 

This repository contains an L2 (second language) English speech corpus consisting of 74 minutes of recorded audio from 15 non-native English speaking participants. The dataset was created as part of a university course, with all participants being students who are also the authors of this dataset.

Dataset Specifications



Total participants: 15 non-native English speakers

Total audio duration: 74 minutes

Recordings per participant: 60 audio samples each

Sentence alignment: Available for 8 out of 15 participant

Recording equipment: Audio-Technica ATM75 microphone

Stimuli: All sentences are from the Artie Bias Corpus (https://github.com/artie-inc/artie-bias-corpus)

Recording environment: Recording booth


The dataset contains individual recordings of non-native English speakers organized by participant ID. For 8 participants, sentence-level alignments are provided. All recordings were captured in a controlled acoustic environment using Audio-Technica ATM75 microphone to ensure high audio quality. 

The recordings consist of spoken English utterances from each participant. Detailed linguistic profiles for each participant are available in the metadata.xlsx file, which is indexed by participant ID and contains information on native language, proficiency level, language learning history, and other relevant linguistic background data.

The audio files are organized by participant ID, matching the identifiers used in the metadata file for easy cross-referencing between the audio recordings and participant linguistic profiles.

Authors and Contributors

This dataset was created by the student participants themselves as part of their coursework.

Course Instructor: Akhilesh Kakolu Ramarao

Teaching Assistant: Anna Sophia Stein

If you have any questions, you can contact: kakolura@hhu.de

If you use this dataset in your research, please cite:

@dataset{kakolu_ramarao_2024_anglistikvoices,
  author       = {Kakolu Ramarao, A. and 
                  Stein, A. S. and 
                  Tahiri, A. and 
                  Rodrigues, D. C. and 
                  Antonia Weismann, C. and 
                  Schäfer, O. S. and 
                  Kaczor, J. and 
                  Tran, N. H. and 
                  Elena Telaar, C. and 
                  Bauer, L. and 
                  Jütten, M. and 
                  Mafuta, C. and 
                  Agelopoulou, V. V. and 
                  Grabowski, Q. A. G.},
  title        = {AnglistikVoices: L2 English speech dataset},
  publisher    = {Zenodo},
  version      = {v1.0.0},
  year         = {2024},
  month        = jun,
  doi          = {10.5281/zenodo.12525952},
  url          = {https://doi.org/10.5281/zenodo.12525952},
  note         = {LabPhon 19, Hanyang Institute for Phonetics and Cognitive Sciences of Language (HIPCS), Hanyang University in Seoul, Korea}
}