cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/gar-c81-39660
title: Hamlin Garland, letter, 1929-07-27, to A. Gaylord Beaman

description: Hamlin Garland (Grey Ledge [Cottage], Onteora Road, Onteora Park, [Tannersville], New York [letterhead]) ([The Century Club]), 7 West 43rd Street, New York, New York, USA, letter, 1929 July 27 [year postmark], to A. Gaylord Beaman,215 West 7th Street, Los Angeles, California, USA. "I am to be in L.A. [Los Angeles] in about two weeks -- and I should like the privileges of the Club during my stay -- if you feel like giving them." -- first line. With envelope.
DOI: 10.1594/pangaea.265702
title: Magnetic susceptibility on ODP Hole 145-884A
DOI: 10.1594/pangaea.265874
title: Magnetic susceptibility on ODP Hole 159-960A
DOI: 10.1594/pangaea.265875
title: Magnetic susceptibility on ODP Hole 159-960B
DOI: 10.1594/pangaea.265876
title: Magnetic susceptibility on ODP Hole 159-960C
DOI: 10.25549/gar-c81-31771
title: Edwin D. Starbuck, letter, 1932-04-04, to Hamlin Garland

description: Edwin D. Starbuck (School of Philosophy), [Mudd Memorial Hall of Philosophy], University of Southern California, [3709 University Avenue], Los Angeles, California, USA, letter, 1932 April 4, to Hamlin Garland, 2045 De Mille Drive, [Laughlin Park], Hollywood, Los Angeles, California, USA. "Thank you verymuch for your letter of march 24th relative to the using of the forty pages from 'A Son of the Middle Border'." -- first line.
DOI: 10.1594/pangaea.265665
title: Magnetic susceptibility on ODP Hole 141-861D
DOI: 10.1594/pangaea.265811
title: Magnetic susceptibility on ODP Hole 155-930B
DOI: 10.1594/pangaea.265812
title: Magnetic susceptibility on ODP Hole 155-930C
DOI: 10.1594/pangaea.265704
title: Magnetic susceptibility on ODP Hole 145-884C
DOI: 10.1594/pangaea.265877
title: Magnetic susceptibility on ODP Hole 159-961A
DOI: 10.1594/pangaea.265666
title: Magnetic susceptibility on ODP Hole 141-862A
DOI: 10.1594/pangaea.265878
title: Magnetic susceptibility on ODP Hole 159-961B
DOI: 10.25549/gar-c81-32386
title: Vincent Starrett, letter, 1938-12-25, to Hamlin Garland

description: Vincent Starrett, 3619 Pine Grove Avenue, Chicago, Illinois, USA, letter, 1938 December 25, to Hamlin Garland. "May an old admirer run the risk of being considered a nuisance?" -- first line.
DOI: 10.1594/pangaea.265667
title: Magnetic susceptibility on ODP Hole 141-862B
DOI: 10.1594/pangaea.265705
title: Magnetic susceptibility on ODP Hole 145-884D
DOI: 10.1594/pangaea.265813
title: Magnetic susceptibility on ODP Hole 155-930D
DOI: 10.1594/pangaea.265879
title: Magnetic susceptibility on ODP Hole 159-962A
DOI: 10.25549/gar-c81-32233
title: Edmund C. Stedman, letter, 1900-05-25, to Hamlin Garland

description: Edmund C. Stedman, Lawrence Park, Bronxville, New York, USA, letter, 1900 May 25, to Hamlin Garland. "I was very greatly obliged by your prompt report, on your receipt of the Macmillan answer." -- first line.
DOI: 10.1594/pangaea.265754
title: Magnetic susceptibility on ODP Hole 151-908B
DOI: 10.1594/pangaea.265834
title: Magnetic susceptibility on ODP Hole 155-941B
DOI: 10.1594/pangaea.265757
title: Magnetic susceptibility on ODP Hole 151-909C
DOI: 10.1594/pangaea.265835
title: Magnetic susceptibility on ODP Hole 155-942A
DOI: 10.1594/pangaea.265880
title: Magnetic susceptibility on ODP Hole 159-962B
DOI: 10.25549/gar-c81-31015
title: Upton Beall Sinclair, letter, 1911-03-08, to Hamlin Garland

description: Upton Beall Sinclair, Edge Moor, Delaware, USA, letter, 1911 March 8, to Hamlin Garland, 6427 Greenwood Avenue, Chicago, Illinois, USA. "I have taken the liberty of sending you a copy of my new novel." -- first line.
DOI: 10.1594/pangaea.265758
title: Magnetic susceptibility on ODP Hole 151-910A
DOI: 10.1594/pangaea.265881
title: Magnetic susceptibility on ODP Hole 159-962D
DOI: 10.1594/pangaea.265668
title: Magnetic susceptibility on ODP Hole 141-863A
DOI: 10.1594/pangaea.265838
title: Magnetic susceptibility on ODP Hole 155-943A
DOI: 10.1594/pangaea.265926
title: Magnetic susceptibility on ODP Hole 161-974A
DOI: 10.25549/gar-c81-31658
title: Albert E. Smith, letter, 1919-08-28, to Hamlin Garland

description: Albert E. Smith (The Vitagraph Company of America), East 15th Street and Locust Avenue, New York, New York, USA, letter, 1919 August 28, to Hamlin Garland (Camp Neshonoc), Onteora Road, Tannersville, New York, USA. "I have yours of the 27th instant to hand." -- first line.
DOI: 10.1594/pangaea.265759
title: Magnetic susceptibility on ODP Hole 151-910B
DOI: 10.1594/pangaea.265927
title: Magnetic susceptibility on ODP Hole 161-974B
DOI: 10.22008/fk2/iw73uu/v4dn5l
title: NUK_L_month.csv

description: Uploaded with pyDataverse 2025-12-03 16:50
DOI: 10.15468/dl.zhtvpe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arctomia interfixa)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025143-260208012135463/datasets/export for details.
DOI: 10.22008/fk2/iw73uu/cdcbuy
title: NUK_L_hour.nc

description: Uploaded with pyDataverse 2025-12-03 16:50
DOI: 10.22008/fk2/iw73uu/rbk1sw
title: NUK_L_day.nc

description: Uploaded with pyDataverse 2025-12-03 16:51
DOI: 10.22008/fk2/iw73uu/kzcjvc
title: SDM_month.nc

description: Uploaded with pyDataverse 2025-12-03 16:51
DOI: 10.22008/fk2/iw73uu/uyloz6
title: SDM_hour.nc

description: Uploaded with pyDataverse 2025-12-03 16:51
DOI: 10.22008/fk2/iw73uu/x4qfus
title: SDM_hour.csv

description: Uploaded with pyDataverse 2025-12-03 16:52
DOI: 10.22008/fk2/iw73uu/t47ho7
title: SDM_day.nc

description: Uploaded with pyDataverse 2025-12-03 16:52
DOI: 10.22008/fk2/iw73uu/puzr0i
title: SDM_day.csv

description: Uploaded with pyDataverse 2025-12-03 16:52
DOI: 10.22008/fk2/iw73uu/6chnnj
title: SDM_month.csv

description: Uploaded with pyDataverse 2025-12-03 16:53
DOI: 10.22008/fk2/iw73uu/e4ipjg
title: EGP_day.nc

description: Uploaded with pyDataverse 2025-12-03 16:53
DOI: 10.22008/fk2/iw73uu/ie1yi5
title: EGP_month.nc

description: Uploaded with pyDataverse 2025-12-03 16:54
DOI: 10.22008/fk2/iw73uu/2qqgm7
title: EGP_hour.csv

description: Uploaded with pyDataverse 2025-12-03 16:54
DOI: 10.22008/fk2/iw73uu/0neizz
title: EGP_hour.nc

description: Uploaded with pyDataverse 2025-12-03 16:54
DOI: 10.15468/dl.df2nkw
title: Occurrence Download

description: A dataset containing 3386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.30_1",
 "TaxonKey is Cactaceae"
 ]
}

 The dataset includes 3386 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025144-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/iw73uu/b4yzv0
title: EGP_day.csv

description: Uploaded with pyDataverse 2025-12-03 16:55
DOI: 10.5281/zenodo.17246832
title: Vessel Encyclopedia for Sea by Software Analysis (VESSA)

description: VESSA — Vessel Encyclopedia for Sea by Software Analysis

VESSA is a structured dataset designed to support the development of computer vision models for the detection, classification, and kinematic estimation of vessels using monocular imagery.

It was developed in the context of the research project “A New Approach for Vessel Detection, Classification, and Estimation Using Monocular Vision”, and addresses specific challenges of maritime surveillance with shore-based and ship-mounted cameras.

Contents





More than 200,000 labeled images of vessels, collected from open maritime sources in 70GB of data.




25 vessel categories, including:





Passenger Ship, Tug, Tanker, Yacht, Sailboat, Fishing Vessel, and others.






Bounding box annotations in YOLO format, manually revised;




Auxiliary metadata, including:





Vessel physical dimensions and construction characteristics.






Copyright information for each image, sourced mainly from the ShipSpotting platform.



Use Cases

VESSA is tailored for research involving:





Object detection and classification in maritime environments




Monocular camera calibration and focal modeling




Geospatial estimation of vessel motion and position




Real-time monitoring using video streams



Because of the dataset’s size, we prefer to store it ourselves. The dataset is available for download. Click here.  A formal Google Drive access request will be required. Please provide the following information in your request:





Full name for contact: Name of one author at least




Affiliation(s): Names of the institutions involved




Purpose(s): Research | Industry




Commitment to cite our work in case of any use: Yes| No
DOI: 10.22008/fk2/iw73uu/glpzys
title: EGP_month.csv

description: Uploaded with pyDataverse 2025-12-03 16:55
DOI: 10.5281/zenodo.15459992
title: Vessel Encyclopedia for Sea by Software Analysis (VESSA)

description: VESSA — Vessel Encyclopedia for Sea by Software Analysis

VESSA is a structured dataset designed to support the development of computer vision models for the detection, classification, and kinematic estimation of vessels using monocular imagery.

It was developed in the context of the research project “A New Approach for Vessel Detection, Classification, and Estimation Using Monocular Vision”, and addresses specific challenges of maritime surveillance with shore-based and ship-mounted cameras.

Contents





More than 200,000 labeled images of vessels, collected from open maritime sources in 70GB of data.




25 vessel categories, including:





Passenger Ship, Tug, Tanker, Yacht, Sailboat, Fishing Vessel, and others.






Bounding box annotations in YOLO format, manually revised;




Auxiliary metadata, including:





Vessel physical dimensions and construction characteristics.






Copyright information for each image, sourced mainly from the ShipSpotting platform.



Use Cases

VESSA is tailored for research involving:





Object detection and classification in maritime environments




Monocular camera calibration and focal modeling




Geospatial estimation of vessel motion and position




Real-time monitoring using video streams



Because of the dataset’s size, we prefer to store it ourselves. The dataset is available for download. Click here.  A formal Google Drive access request will be required. Please provide the following information in your request:





Full name for contact: Name of one author at least




Affiliation(s): Names of the institutions involved




Purpose(s): Research | Industry




Commitment to cite our work in case of any use: Yes| No
DOI: 10.22008/fk2/iw73uu/pky28z
title: KAN_U_month.nc

description: Uploaded with pyDataverse 2025-12-03 16:55
DOI: 10.22008/fk2/iw73uu/2k0h5v
title: KAN_U_day.csv

description: Uploaded with pyDataverse 2025-12-03 16:56
DOI: 10.22008/fk2/iw73uu/ug1kms
title: KAN_U_hour.nc

description: Uploaded with pyDataverse 2025-12-03 16:56
DOI: 10.22008/fk2/iw73uu/ogowuq
title: KAN_U_month.csv

description: Uploaded with pyDataverse 2025-12-03 16:57
DOI: 10.22008/fk2/iw73uu/bvrbfk
title: KAN_U_day.nc

description: Uploaded with pyDataverse 2025-12-03 16:57
DOI: 10.3535/5qj-85a-swm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/epk-dp6-w13
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/39b-k90-b1s
title: †Martinottiella muensteri (Cushman, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dmq-zb5-vsr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1sm-tqh-qp5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d4h-x7x-k17
title: †Lagena hispida var. subsphaerica Marie, 1941

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/423-jj2-qsg
title: †Gaudryina laevigata Franke, 1914

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x03-bdh-xf6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/050-sgl-hmj
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91t-mt8-tkf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8f-sjr-qvt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fpt-lga-efk
title: Cythereis (Cythereis) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gad-7l7-5qs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j1l-l64-0gs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zmp-cs7-x6x
title: Planulina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zrn-1tb-005
title: †Areopsammia alacca (Morren, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yr-f1x-da9
title: Gaidropsarus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kle-7et-htr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wbn-cyh-n7t
title: Trochamminoides Cushman, 1910

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/194-y8x-ytv
title: Operculina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ja3-44y-nb1
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kk9-g3m-lcl
title: Squalus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kxl-329-plr
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gc7-8g3-9d1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zqt-hl1-dan
title: †Spiriferina d'Orbigny, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/naw-h1f-tg2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tct-l4e-5rl
title: †Plectina ruthenica (Reuss, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jsa-vqf-1ez
title: †Gyroidinoides globosa (Hagenow, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vk1-c1y-mjj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/31x-4l3-qmb
title: Tubipora Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4br-8wf-cca
title: Dipsastraea speciosa (Dana, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a36-ah8-7qb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gk8-03g-42q
title: Rumphia Desor, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xp-eak-0wq
title: †Didymites subglobus von Mojsisovics, 1875

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xt2-v61-qcw
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wkj-17k-7c6
title: Anthozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fq8-y89-nx4
title: †Spiriferina d'Orbigny, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wa0-1c7-gn5
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qyhz4m
title: Occurrence Download

description: A dataset containing 7956 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Characterization of Eelgrass Sites in Placentia Bay (2018-2022) | Caractérisation des sites de zostères dans la baie de Placentia (2018-2022)"
 ]
}

 The dataset includes 7956 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019760-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/21w-dsx-a4c
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/73a-qaw-50y
title: Platygyra daedalea (Ellis & Solander, 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.fj9baa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silurus glanis",
 "Country is Tajikistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019761-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/090-5c4-ztn
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a7e-rc2-3ak
title: Cyrtopleurites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jvs-14r-67b
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nts-l1q-lzx
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30d-1x4-ltz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ex8-ba6-rqm
title: Tibetites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3nb-3y7-a10
title: Hydnophora Fischer von Waldheim, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w12-cvl-d3y
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jx5-5d5-e85
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9gpk2p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Casuarina cunninghamiana",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077693-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1404941.10fu
title: SH1404941.10FU

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/sh1404943.10fu
title: SH1404943.10FU

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/sh1404944.10fu
title: SH1404944.10FU

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.