cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13026/gzjs-0535
title: Bridge2AI-Voice: An ethically-sourced, diverse voice dataset linked to health information

description: The human voice contains complex acoustic markers which have been linked to
important health conditions including dementia, mood disorders, and cancer.
When viewed as a biomarker, voice is a promising characteristic to measure as
it is simple to collect, cost-effective, and has broad clinical utility.
Recent advances in artificial intelligence have provided techniques to extract
previously unknown prognostically useful information from dense data elements
such as images. The Bridge2AI-Voice project seeks to create an ethically
sourced flagship dataset to enable future research in artificial intelligence
and support critical insights into the use of voice as a biomarker of health.
Here we present Bridge2AI-Voice, a comprehensive collection of data derived
from voice recordings with corresponding clinical information.

Bridge2AI-Voice v2.0 contains data for 19,271 recordings collected from 442
participants across five sites in North America. Participants were selected
based on known conditions which manifest within the voice waveform including
voice disorders, neurological disorders, mood disorders, and respiratory
disorders. The release contains data considered low risk, including
derivations such as spectrograms but not the original voice recordings.
Detailed demographic, clinical, and validated questionnaire data are also made
available.

Audio recordings are included on a companion release on PhysioNet with the
title "Bridge2AI-Voice: An ethically-sourced, diverse voice dataset linked to
health information (Audio Included)". Please see that project for details to
request access.
DOI: 10.3535/46z-0cv-3ma
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vn3-s9y-3kv
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9g-3p1-rac
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/msj-m2f-sxn
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/exz-316-qfd
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y9e-54j-y2r
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l10-z3f-ycc
title: Erylus Gray, 1867

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z5w-2gk-agl
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9n-htl-bk8
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.nu3xqr
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Steindachnerina conspersa)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019441-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/jy2-1x1-707
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pf3-j6x-j35
title: Paractinia Andres, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74n-714-eb8
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rwt-9vd-ghh
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jc0-s1d-rcp
title: †Ussurites hara (Diener, 1895)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pt5-a5e-wp2
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rt1-4a4-2t4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gt1-ggp-nyg
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j6s-95y-5m7
title: Crinoidea Miller, 1821

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

description: A dataset containing 5587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Odonata",
 "Geometry POLYGON ((36.6773 -19.208, 37.1382 -18.642, 37.1382 -15.9401, 28.1382 -15.9401, 28.1382 -24.9401, 35.4247 -24.9401, 35.8709 -24.466, 36.104 -22.9254, 35.9928 -21.5082, 35.6186 -21.0464, 35.2681 -20.21, 36.0896 -19.4412, 36.6773 -19.208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 5587 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019439-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12798565
title: Mahanagar Yatayat Transport Dataset
DOI: 10.3535/hgj-5jp-6z7
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x5-efp-kw3
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znm-b4n-lmn
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.4u66yx
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-14.83982 19.74534,-14.8398 19.73419,-14.82113 19.62525,-14.76789 19.5271,-14.68529 19.44927,-14.66091 19.43385,-14.56942 19.394,-14.46994 19.37883,-14.42047 19.37933,-14.27616 19.40998,-14.26498 19.41473,-14.17351 19.4701,-14.1005 19.55139,-14.05585 19.64592,-14.04036 19.76664,-14.04701 19.81201,-14.05995 19.87011,-14.1109 19.96352,-14.18871 20.03854,-14.2509 20.07038,-14.25433 20.07543,-14.31783 20.09898,-14.33942 20.10193,-14.36267 20.10916,-14.48298 20.11881,-14.5944 20.09483,-14.69273 20.04019,-14.76886 19.96014,-14.79399 19.9211,-14.83955 19.76539,-14.83982 19.74534))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 743 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019436-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/114-10h-egp
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjj-57s-b81
title: †Productus Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ew-46c-q1f
title: †Actinastrea d'Orbigny, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/alz-y2e-jbg
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l98-wvy-g5z
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nph-2m6-fqr
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xfv-lsm-e6z
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6q9-agr-yhk
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rrd-fbx-47e
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.xpqcx4
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monotygma amoena",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019437-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/xew-7qp-76d
title: Cyathopodium Verrill, 1868

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kn5-4e4-40b
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y8c-cd2-248
title: †Productus Sowerby, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.spu9x5
title: Occurrence Download

description: A dataset containing 69203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Anser anser",
 "Year 1000-2025"
 ]
}

 The dataset includes 69203 records from 732 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019374-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2lx-de6-x00
title: Andropogon bicornis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ba4-l3m-ycq
title: Anthenantia lanata (Kunth) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.dyjgfv
title: Occurrence Download

description: A dataset containing 27000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Micromys minutus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 27000 records from 374 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075061-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qbx-pk2-q7m
title: Andropogon bicornis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lk0-hg9-r5r
title: Agrostis tenuis Sibth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pa7-ch1-xtm
title: Andropogon bicornis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tn8-17p-zz5
title: Anthenantia lanata (Kunth) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yg4-amp-1ey
title: Agrostis tenuis Sibth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3kf-y85-tjf
title: Andropogon angustatus (J.Presl) Steud.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/69v-h1w-wfp
title: Anthoxanthum odoratum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pzl-tmm-6fk
title: Galeopsis pubescens Besser

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t36-h09-5kb
title: Helichrysum arenarium (L.) Moench

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kly-z9y-7zv
title: Clinopodium vulgare L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w9w-0rb-apd
title: Erysimum cazorlense (Heywood) Holub

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7ed-thx-jpb
title: Pentanema britannicum (L.) D. Gut. Larr., Santos-Vicente, Anderb., E. Rico & M. M. Mart. Ort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d2f-1te-w4v
title: Spinulum annotinum subsp. annotinum

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/la0-elx-b7h
title: Anathallis minutalis (Lindl.) Pridgeon & M.W.Chase

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1yf-gjh-3kj
title: Aristida venustula Arechav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j9f-2zx-a4z
title: Saxifraga bryoides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5kh-8lc-12g
title: Diphasiastrum complanatum (L.) Holub

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dpg-ngx-vtv
title: Andropogon bicornis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/55k-tjy-sxf
title: Luzula glabrata (Hoppe) Desv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cbh-f17-2z1
title: Erysimum ehrendorferi Polatschek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.35v8yy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Micromys minutus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075064-250717081556266/datasets/export for details.
DOI: 10.3535/vsn-flg-nsp
title: Erysimum eginense Hausskn. ex Bornm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7zx-f2e-8qd
title: Andropogon ingratus Hack.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p56-hz1-6da
title: Andropogon lateralis Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dac-b5v-bta
title: Carex distans L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hkf-xfw-65c
title: Alvimia C.E.Calderón ex Soderstr. & Londoño

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c0b-ljh-hrn
title: Andropogon bicornis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c9e-8bd-nre
title: Euphorbia virgata Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4zf-5p5-er6
title: Hornungia alpina (L.) O. Appel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lvx-a4t-z4r
title: Erysimum geisleri Polatschek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m3n-35q-vzs
title: Carex cespitosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9qy-w8b-1pl
title: Andropogon lateralis Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dks-x06-31l
title: Andropogon bicornis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jny-22x-pj7
title: Agrostis tenuis Sibth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15156/bio/sh1400318.10fu
title: SH1400318.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1400326.10fu
title: SH1400326.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1400329.10fu
title: SH1400329.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1400332.10fu
title: SH1400332.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1400335.10fu
title: SH1400335.10FU

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.