cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/icpsr04017.v1
title: German Politbarometers, 1977-2002
title: Version 1

description: This CD-ROM (CD-ROM S4017, supplied by the Zentralarchiv and 
distributed to ICPSR members only) contains 35 data collections. Technical 
descriptions of each of these studies can be found in the readme file 
on the CD-ROM. The CD-ROM also includes machine-readable documentation, 
SPSS portable files, and search software. All material is in German.
Specific collections include:



Politbarometer West, 1977 (ZA 2160)
Politbarometer West, 1978 (ZA 2171)
Politbarometer West, 1979 (ZA 2182)
Politbarometer West, 1980 (ZA 1053)
Politbarometer West, 1981 (ZA 2194)
Politbarometer West, 1982 (ZA 2201)
Politbarometer West, 1983 (ZA 2209)
Politbarometer West, 1984 (ZA 2220)
Politbarometer West, 1985 (ZA 1901)
Politbarometer West, 1986 (ZA 1536)
Politbarometer West, 1987 (ZA 1899)
Politbarometer West, 1988 (ZA 1762)
Politbarometer West, 1989 (ZA 1779)
Politbarometer East, 1990 (ZA 1987, ICPSR 6193)
Politbarometer West, 1990 (ZA 1920)
Politbarometer East, 1991 (ZA 2114, ICPSR 6391)
Politbarometer West, 1991 (ZA 2102, ICPSR 6390)
Politbarometer East, 1992 (ZA 2287, ICPSR 6393)
Politbarometer West, 1992 (ZA 2275, ICPSR 6392)
Politbarometer East, 1993 (ZA 2390)
Politbarometer West, 1993 (ZA 2378)
Politbarometer East, 1994 (ZA 2559, ICPSR 2842)
Politbarometer West, 1994 (ZA 2546, ICPSR 2843)
Politbarometer East, 1995 (ZA 2777, ICPSR 3035)
Politbarometer West, 1995 (ZA 2765, ICPSR 3036)
Politbarometer, 1996 (ZA 2894)
Politbarometer, 1997 (ZA 3045)
Politbarometer, 1998 (ZA 3160)
Politbarometer East, 1999 (ZA 3262, ICPSR 3682)
Politbarometer West, 1999 (ZA 3261, ICPSR 3684)
Politbarometer East, 2000 (ZA 3426, ICPSR 3683)
Politbarometer West, 2000 (ZA 3425, ICPSR 3685)
Politbarometer East, 2001 (ZA 3555, ICPSR 3915)
Politbarometer West, 2001 (ZA 3554, ICPSR 3914)
Politbarometer West Partial Accumulation, 1977-2002 (ZA 2391)
description: Datasets:
DOI: 10.3886/icpsr04017
title: German Politbarometers, 1977-2002
title: Archival Version

description: This CD-ROM (CD-ROM S4017, supplied by the Zentralarchiv and 
distributed to ICPSR members only) contains 35 data collections. Technical 
descriptions of each of these studies can be found in the readme file 
on the CD-ROM. The CD-ROM also includes machine-readable documentation, 
SPSS portable files, and search software. All material is in German.
Specific collections include:



Politbarometer West, 1977 (ZA 2160)
Politbarometer West, 1978 (ZA 2171)
Politbarometer West, 1979 (ZA 2182)
Politbarometer West, 1980 (ZA 1053)
Politbarometer West, 1981 (ZA 2194)
Politbarometer West, 1982 (ZA 2201)
Politbarometer West, 1983 (ZA 2209)
Politbarometer West, 1984 (ZA 2220)
Politbarometer West, 1985 (ZA 1901)
Politbarometer West, 1986 (ZA 1536)
Politbarometer West, 1987 (ZA 1899)
Politbarometer West, 1988 (ZA 1762)
Politbarometer West, 1989 (ZA 1779)
Politbarometer East, 1990 (ZA 1987, ICPSR 6193)
Politbarometer West, 1990 (ZA 1920)
Politbarometer East, 1991 (ZA 2114, ICPSR 6391)
Politbarometer West, 1991 (ZA 2102, ICPSR 6390)
Politbarometer East, 1992 (ZA 2287, ICPSR 6393)
Politbarometer West, 1992 (ZA 2275, ICPSR 6392)
Politbarometer East, 1993 (ZA 2390)
Politbarometer West, 1993 (ZA 2378)
Politbarometer East, 1994 (ZA 2559, ICPSR 2842)
Politbarometer West, 1994 (ZA 2546, ICPSR 2843)
Politbarometer East, 1995 (ZA 2777, ICPSR 3035)
Politbarometer West, 1995 (ZA 2765, ICPSR 3036)
Politbarometer, 1996 (ZA 2894)
Politbarometer, 1997 (ZA 3045)
Politbarometer, 1998 (ZA 3160)
Politbarometer East, 1999 (ZA 3262, ICPSR 3682)
Politbarometer West, 1999 (ZA 3261, ICPSR 3684)
Politbarometer East, 2000 (ZA 3426, ICPSR 3683)
Politbarometer West, 2000 (ZA 3425, ICPSR 3685)
Politbarometer East, 2001 (ZA 3555, ICPSR 3915)
Politbarometer West, 2001 (ZA 3554, ICPSR 3914)
Politbarometer West Partial Accumulation, 1977-2002 (ZA 2391)
description: Datasets:
DOI: 10.15468/dl.ky6hgk
title: Occurrence Download

description: A dataset containing 85844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Toxostoma curvirostre (Swainson, 1827)"
 ]
}

 The dataset includes 85844 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015788-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eueft
title: Occurrence Download

description: A dataset containing 362927 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is USMB Insecta"
 ]
}

 The dataset includes 362927 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015795-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9cthv
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plecturocebus discolor (I.Geoffroy Saint-Hilaire & Deville, 1848)"
 ]
}

 The dataset includes 408 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015796-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncgtf3
title: Occurrence Download

description: A dataset listing the 3210 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.92969 23.92767,121.01075 23.92767,121.01075 24.00043,120.92969 24.00043,120.92969 23.92767))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 3210 records were derived from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015792-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3483
title: Dataset supporting the thesis "Realising the Benefits of Dynamic DNNs on Reconfigurable Hardware"

description: This dataset supports the thesis entitled "Realising the Benefits of Dynamic DNNs on Reconfigurable Hardware"
AWARDED BY: University of Southampton
DATE OF AWARD: 2025

DESCRIPTION OF THE DATA
The data contain all the necessary information that are portrayed in the figures and tables of the thesis "Realising the Benefits of Dynamic DNNs on Reconfigurable Hardware". No specialist software needed to view the data.
DOI: 10.6084/m9.figshare.29137772
title: Digital Health Literacy for All: addressing digital health literacy challenges in the Latino community with diabetes in The Bronx

description: Diabetes, the seventh leading cause of death in New York City, affects nearly one million residents and disproportionately impacts Latino communities, where prevalence reaches 17% compared to 10% in non-Latino populations. The Bronx, home to NYC’s largest Latino population, exhibits one of the city’s highest diabetes rates (13.6%), further complicated by widespread Limited English Proficiency (LEP) and low digital health literacy. These barriers hinder access to critical health information and care—especially in the context of a healthcare system increasingly reliant on digital platforms. This study evaluates the accessibility and quality of Spanish-language diabetes information on the websites of Federally Qualified Health Centers (FQHCs) in the Bronx. Using the digital.gov guidelines for language accessibility, the Brief DISCERN questionnaire for credibility, and the Flesch-Kincaid readability tool adapted for Spanish, 13 FQHC websites were assessed. Results show that nearly half the sites scored above the 11th-grade reading level, while only 13% were within the recommended 6th–8th-grade range. Moreover, 27% of sites scored poorly on credibility, and several lacked Spanish-language options or were not operational. These findings reveal significant gaps in the digital health landscape, with inadequate Spanish-language diabetes content contributing to digital health inequities for LEP Latino populations in the Bronx. To support effective diabetes management and meet NYC’s goal of reducing diabetes prevalence by 5% by 2030, FQHCs must improve digital accessibility, ensure culturally and linguistically appropriate content, and engage LEP communities in usability testing and education initiatives. Study has limitations as it is a single evaluator.
DOI: 10.15468/dl.rg39n6
title: Occurrence Download

description: A dataset containing 939 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ahaetulla nasuta (Lacépède, 1789)"
 ]
}

 The dataset includes 939 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015798-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z24m2t
title: Occurrence Download

description: A dataset containing 77018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Buteo jamaicensis (Gmelin, 1788)"
 ]
}

 The dataset includes 77018 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015794-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38d64c
title: Occurrence Download

description: A dataset containing 98970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Butorides virescens (Linnaeus, 1758)"
 ]
}

 The dataset includes 98970 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015789-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13144/lil-1203
title: Revenus des libéraux de santé - 2014

description: Le fichier 2014 des "Revenus des libéraux de santé" contient le décompte exhaustif des professionnels de santé libéraux conventionnés exerçant en France métropolitaine. Cette base de données fournit les revenus d'activité des médecins libéraux, à partir des données issues de l'assurance-maladie (activité, honoraires...) et des déclarations fiscales (revenu salarié, bénéfice non commercial...). Ces données permettent une analyse détaillée des disparités de revenus entre les médecins, notamment en termes de spécialité ou de secteur de conventionnement, selon un certain nombre de déterminants (intensité de l'activité, dépassements pratiqués, zone d'exercice, caractéristiques personnelles, etc.). En 2014, 260 107 professionnel de santé libéraux sont comptabilisés.
DOI: 10.15468/dl.pm6ugj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apidae",
 "Geometry POLYGON ((-43.812148518322836 -20.384277593790962, -43.811932105690474 -20.38012376664336, -43.812148518322836 -20.375969826299844, -43.81279567204799 -20.371855779125223, -43.81386733442179 -20.367821250486955, -43.815353184749746 -20.363905102954263, -43.81723891348094 -20.360145061727838, -43.81950636001687 -20.35657735091936, -43.82213368760785 -20.35323634419905, -43.82509559365297 -20.35015423319495, -43.82836355337785 -20.347360716858958, -43.83190609454389 -20.34488271481463, -43.83568910054312 -20.342744107471873, -43.839676138959774 -20.34096550543546, -43.843828812434346 -20.339564050451703, -43.8481071284512 -20.33855324983162, -43.85246988448833 -20.337942845964157, -43.856875064820166 -20.337738722191432, -43.86128024515202 -20.337942845964157, -43.865643001189135 -20.33855324983162, -43.86992131720599 -20.339564050451703, -43.874073990680564 -20.34096550543546, -43.87806102909721 -20.342744107471873, -43.88184403509645 -20.34488271481463, -43.88538657626249 -20.347360716858958, -43.88865453598737 -20.35015423319495, -43.89161644203248 -20.35323634419905, -43.89424376962347 -20.35657735091936, -43.89651121615939 -20.360145061727838, -43.898396944890585 -20.363905102954263, -43.89988279521854 -20.367821250486955, -43.90095445759234 -20.371855779125223, -43.9016016113175 -20.375969826299844, -43.901818023949865 -20.38012376664336, -43.9016016113175 -20.384277593790962, -43.90095445759234 -20.388391305727882, -43.89988279521854 -20.39242528996967, -43.898396944890585 -20.396340704867985, -43.89651121615939 -20.400099853376854, -43.89424376962347 -20.40366654569127, -43.89161644203248 -20.407006447281155, -43.88865453598737 -20.410087408988037, -43.88538657626249 -20.412879776026866, -43.88184403509645 -20.415356672940916, -43.87806102909721 -20.41749426178983, -43.874073990680564 -20.41927197110895, -43.86992131720599 -20.420672693458584, -43.865643001189135 -20.421682949682403, -43.86128024515202 -20.422293018312313, -43.856875064820166 -20.422497028889175, -43.85246988448833 -20.422293018312313, -43.8481071284512 -20.421682949682403, -43.843828812434346 -20.420672693458584, -43.839676138959774 -20.41927197110895, -43.83568910054312 -20.41749426178983, -43.83190609454389 -20.415356672940916, -43.82836355337785 -20.412879776026866, -43.82509559365297 -20.410087408988037, -43.82213368760785 -20.407006447281155, -43.81950636001687 -20.40366654569127, -43.81723891348094 -20.400099853376854, -43.815353184749746 -20.396340704867985, -43.81386733442179 -20.39242528996967, -43.81279567204799 -20.388391305727882, -43.812148518322836 -20.384277593790962))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015803-250515123054153/datasets/export for details.
DOI: 10.15468/dl.bymhss
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apidae",
 "Geometry POLYGON ((-43.812148518322836 -20.384277593790962, -43.811932105690474 -20.38012376664336, -43.812148518322836 -20.375969826299844, -43.81279567204799 -20.371855779125223, -43.81386733442179 -20.367821250486955, -43.815353184749746 -20.363905102954263, -43.81723891348094 -20.360145061727838, -43.81950636001687 -20.35657735091936, -43.82213368760785 -20.35323634419905, -43.82509559365297 -20.35015423319495, -43.82836355337785 -20.347360716858958, -43.83190609454389 -20.34488271481463, -43.83568910054312 -20.342744107471873, -43.839676138959774 -20.34096550543546, -43.843828812434346 -20.339564050451703, -43.8481071284512 -20.33855324983162, -43.85246988448833 -20.337942845964157, -43.856875064820166 -20.337738722191432, -43.86128024515202 -20.337942845964157, -43.865643001189135 -20.33855324983162, -43.86992131720599 -20.339564050451703, -43.874073990680564 -20.34096550543546, -43.87806102909721 -20.342744107471873, -43.88184403509645 -20.34488271481463, -43.88538657626249 -20.347360716858958, -43.88865453598737 -20.35015423319495, -43.89161644203248 -20.35323634419905, -43.89424376962347 -20.35657735091936, -43.89651121615939 -20.360145061727838, -43.898396944890585 -20.363905102954263, -43.89988279521854 -20.367821250486955, -43.90095445759234 -20.371855779125223, -43.9016016113175 -20.375969826299844, -43.901818023949865 -20.38012376664336, -43.9016016113175 -20.384277593790962, -43.90095445759234 -20.388391305727882, -43.89988279521854 -20.39242528996967, -43.898396944890585 -20.396340704867985, -43.89651121615939 -20.400099853376854, -43.89424376962347 -20.40366654569127, -43.89161644203248 -20.407006447281155, -43.88865453598737 -20.410087408988037, -43.88538657626249 -20.412879776026866, -43.88184403509645 -20.415356672940916, -43.87806102909721 -20.41749426178983, -43.874073990680564 -20.41927197110895, -43.86992131720599 -20.420672693458584, -43.865643001189135 -20.421682949682403, -43.86128024515202 -20.422293018312313, -43.856875064820166 -20.422497028889175, -43.85246988448833 -20.422293018312313, -43.8481071284512 -20.421682949682403, -43.843828812434346 -20.420672693458584, -43.839676138959774 -20.41927197110895, -43.83568910054312 -20.41749426178983, -43.83190609454389 -20.415356672940916, -43.82836355337785 -20.412879776026866, -43.82509559365297 -20.410087408988037, -43.82213368760785 -20.407006447281155, -43.81950636001687 -20.40366654569127, -43.81723891348094 -20.400099853376854, -43.815353184749746 -20.396340704867985, -43.81386733442179 -20.39242528996967, -43.81279567204799 -20.388391305727882, -43.812148518322836 -20.384277593790962))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015804-250515123054153/datasets/export for details.
DOI: 10.34740/kaggle/dsv/11924636
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5067/terra/ceres/flash_ssf-fm1-modis_l2.003b
title: CERES Level 2 FLASH SSF Terra-FM1-MODIS HDF File - Version 3B
DOI: 10.15468/dl.fw2hyr
title: Occurrence Download

description: A dataset containing 9357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pongamia Adans."
 ]
}

 The dataset includes 9357 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015800-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/5599
title: evacuation-safety-qa
DOI: 10.5281/zenodo.15497780
title: CNN Training Dataset and Models for Agricultural Sub-Class Mapping from Multispectral UAV Imagery Using a Thematic Labeling System

description: This dataset contains multispectral UAV image samples, derived training patches, metadata, and trained CNN models for agricultural sub-class classification. The samples were collected using RGB and CIR UAV sensors with ground sampling distances (GSD) of 0.027 m, 0.053 m, and 0.064 m, and were resampled to spatial resolutions of 0.060 m and 0.080 m. Data was acquired over agricultural sites in Germany and structured by crop type - Winter Wheat (WW), Spring Barley (SG), Rapeseed (WR), and Corn (KM) - with labels assigned using a thematic sub-class labeling system based on the BBCH scale (vital/dry crop, vital/dry lodged crop, ripening/flowering crop, bare soil and weed infestation). 

The dataset includes raw and augmented image patches, patch matrices, and TensorFlow CNN models trained separately for each crop type.

Each ZIP file includes a dedicated README.txt. A complete project-wide README.md is provided with this record, detailing the sampling strategy, structure, licensing, and references. This dataset supports the study under review titled: *Toward Generalizable CNN-Based Classification of Agricultural Sub-Classes*.

Related resources:- Code: https://github.com/Aranil/UAVSampleLab- Publication [1]: https://doi.org/10.1016/j.atech.2025.100799- IGARSS 2023 [2]: https://ieeexplore.ieee.org/document/10282406

The Datasets, Code and Publications were created in the frame of the Project Radar-Crop-Monitor funded by the Federal Ministry for Economic Affairs and Climate Action (BMWK), Germany, under the support code FKZ: 50EE1901.
DOI: 10.15468/dl.e4tdfm
title: Occurrence Download

description: A dataset containing 668301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luridiblatta trivittata (Serville, 1838), Micromeriella marginella modesta (Smith, 1855), Bombus melanurus Lepeletier, 1836, Halictus scabiosae (Rossi, 1790), Tyta luctuosa (Denis & Schiffermüller), 1775, Baryscapus gradwelli Graham, 1991, Puccinia cyani Pass., Ophiomyia curvipalpis (Zetterstedt, 1848), Larinus obtusus Gyllenhal, 1835, Cleonus achates Fåhrs., 1842, Dasypoda hirtipes (Fabricius, 1793), Andrena nigriceps (Kirby, 1802), Bangasternus fausti Reitter, 1890, Microdontomerus anthonomi (Crawford, 1907), Eurytoma aspila (Walker, 1836), Pseudotorymus sapphyrinus (Fonscolombe, 1832), Larinus minutus Gyllenhal, 1836, Metzneria paucipunctella (Zeller, 1839), Halictus parallelus Say, 1837, Svastra obliqua (Say, 1837), Idiomacromerus pulcher (Zerova & Seryogina, 1997), Sycophila robusta (Joseph & Abdurahiman, 1968), Eurytoma compressa (Fabricius, 1794), Pleurota aristella (Linnaeus, 1768), Melitaea phoebe (Denis & Schiffermüller), 1775, Melitaea cinxia Linnaeus, 1758, Melitaea didyma Esper, 1780, Puccinia hieracii (Röhl.) H.Mart., Anthophora fulvodimidiata Dours, 1869, Uroleucon jaceae (Linnaeus, 1758), Bombus schrencki Morawitz, 1881, Stelis phaeoptera (Kirby, 1802), Volucella pellucens (Linnaeus, 1758), Osmia niveata (Fabricius, 1804), Zygaena viciae (Denis & Schiffermüller), 1775, Colias hyale (Linnaeus, 1758), Fabriciana adippe (Denis & Schiffermüller), 1775, Puccinia caricis-montanae E.Fisch., Chaetorellia jaceae (Robineau-Desvoidy, 1830), Acinia corniculata (Zetterstedt, 1819), Nodulosphaeria jaceae (L.Holm) L.Holm, Aprostocetus forsteri (Walker, 1847), Adontomerus crassipes (Boucek, 1982), Ormyrus gratiosus (Forster, 1860), Eupelmus microzonus Forster, 1860, Pseudorchestes pratensis (E.F.Germar, 1821), Boeotarcha hyalinalis Hampson, 1896, Epiblema cirsiana (Zeller, 1843), Endothenia oblongana (Haworth, 1811), Pelochrista caecimaculana (Hübner, 1796-1799))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 668301 records from 3498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015797-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxw6jr
title: Occurrence Download

description: A dataset containing 1523732293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1990-2021"
 ]
}

 The dataset includes 1523732293 records from 24345 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007588-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1292918.10fu
title: SH1292918.10FU

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.