cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0184211.10fu
title: SH0184211.10FU

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/sh0184212.10fu
title: SH0184212.10FU

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/sh0184213.10fu
title: SH0184213.10FU

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/sh0184214.10fu
title: SH0184214.10FU

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/sh0184215.10fu
title: SH0184215.10FU

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: 10.3886/e242782
title: NCHS Rapid Surveys System

description: The NCHS Rapid Surveys System includes questions sponsored by CDC programs and other partners to address time-sensitive data needs, public health attitudes or behaviors, and developmental work to improve concept measurement and inform future question design. It also includes standard variables used for sample weighting and calibration, as well as selected portions of existing content from NCHS surveys (such as the National Health Interview Survey) to compare panel estimates to these benchmarks, assess the fitness-for-use of the panel survey data, and for other methodological purposes.
Read less
description: (Downloaded 1/7/2026)
DOI: 10.15468/dl.5yuxbs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hilsa kelee (Cuvier, 1829)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020660-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4eqyg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapecomys primus S.Anderson & Yates, 2000"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007510-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkrg96
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcia corymbosa DC."
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007695-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.neryqe
title: Occurrence Download

description: A dataset containing 3598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chlorostilbon auriceps (Gould, 1852)"
 ]
}

 The dataset includes 3598 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011719-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ym6qu
title: Occurrence Download

description: A dataset containing 2362 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bradypus variegatus Schinz, 1825"
 ]
}

 The dataset includes 2362 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071461-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thcvrs
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.94922 34.30714,-116.89453 21.28937,-95.80078 10.48781,-88.41797 14.60485,-85.25391 22.59373,-94.39453 21.94305,-95.44922 28.61346,-117.94922 34.30714))",
 "HasCoordinate is true",
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1040 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007695-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yat9m8
title: Occurrence Download

description: A dataset containing 2045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "Year 1950-2021"
 ]
}

 The dataset includes 2045 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020666-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fkfgb
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhincodon typus Smith, 1828"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071460-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymtd7m
title: Occurrence Download

description: A dataset containing 942349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1100.0",
 "DatasetKey is DOF/BirdLife Denmark - Observations from DOFbasen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "Year 2016-2020"
 ]
}

 The dataset includes 942349 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021911-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pue3t5
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dinomys branickii Peters, 1873"
 ]
}

 The dataset includes 210 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069407-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r2ug2
title: Occurrence Download

description: A dataset containing 899336 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate out of range",
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Coordinate reprojection failed",
 "Issue is Coordinate reprojection suspicious",
 "Issue is Coordinate accuracy invalid",
 "Issue is Coordinate precision invalid",
 "Issue is Coordinate uncertainty meters invalid",
 "Issue is Coordinate precision/uncertainty mismatch",
 "Issue is Country coordinate mismatch",
 "Issue is Country mismatch",
 "Issue is Country invalid",
 "Issue is Country derived from coordinates",
 "Issue is Continent country mismatch",
 "Issue is Continent invalid",
 "Issue is Continent derived from coordinates",
 "Issue is Presumed swapped coordinate",
 "Issue is Presumed negated longitude",
 "Issue is Presumed negated latitude",
 "Issue is Recorded date mismatch",
 "Issue is Recorded date invalid",
 "Issue is Recorded date unlikely",
 "Issue is Taxon match none",
 "Issue is Depth not metric",
 "Issue is Depth unlikely",
 "Issue is Depth min max swapped",
 "Issue is Depth non numeric",
 "Issue is Elevation unlikely",
 "Issue is Elevation min max swapped",
 "Issue is Elevation not metric",
 "Issue is Elevation non numeric",
 "Issue is Modified date invalid",
 "Issue is Identified date unlikely",
 "Issue is Identified date invalid",
 "Issue is Basis of record invalid",
 "Issue is Multimedia date invalid",
 "Issue is Multimedia URI invalid",
 "Issue is References URI invalid",
 "Issue is Error during interpretation",
 "Issue is Individual count invalid",
 "Issue is Occurrence status inferred from individual count"
 ]
 },
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0"
 ]
 },
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Carcharhiniformes",
 "TaxonKey is Pristiophoriformes",
 "TaxonKey is Squaliformes",
 "TaxonKey is Hexanchiformes",
 "TaxonKey is Orectolobiformes",
 "TaxonKey is Lamniformes",
 "TaxonKey is Heterodontiformes",
 "TaxonKey is Squatiniformes"
 ]
 }
 ]
}

 The dataset includes 899336 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075033-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k9mtn
title: Occurrence Download

description: A dataset containing 5172 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asthenes dorbignyi (Reichenbach, 1853)"
 ]
}

 The dataset includes 5172 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011732-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8a9rd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyclosorus hirtisorus (C.Chr.) Ching"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051858-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee0p2z
title: Occurrence Download

description: A dataset containing 1299672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "Year 2000-2018",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1299672 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007510-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cstdn
title: Occurrence Download

description: A dataset containing 15826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus lasiopterus (Schreber, 1780)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 15826 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057978-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krzfmv
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei"
 ]
 },
 "TaxonKey is Cycas taiwaniana Carruth."
 ]
}

 The dataset includes 185 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0198251-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zfmpm
title: Occurrence Download

description: A dataset containing 6096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coenophila subrosea Stephens, 1829"
 ]
}

 The dataset includes 6096 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087722-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpnmi1
title: Occurrence Download

description: A dataset containing 1437 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scolia hirta (Schrank, 1781)"
 ]
}

 The dataset includes 1437 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007510-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pn77u
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pusa caspica (Gmelin, 1788)"
 ]
}

 The dataset includes 87 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065159-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbua4e
title: Occurrence Download

description: A dataset listing the 1007 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset's 1007 records were derived from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060859-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a88ycz
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupalaestrus weijenberghi (Thorell, 1894)"
 ]
}

 The dataset includes 45 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007510-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea8k5j
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.12_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Lasiurus ega (Gervais, 1856)",
 "TaxonKey is Lasiurus borealis (Müller, 1776)"
 ]
 }
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006380-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xx4b2e
title: Occurrence Download

description: A dataset containing 5347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Synallaxis albigularis P.L.Sclater, 1858"
 ]
}

 The dataset includes 5347 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006385-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oxrbdt
title: Occurrence Download

description: A dataset containing 1300275993 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1300275993 records from 23247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007696-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14523759
title: Synthesized Inventory of Relevant Infrastructure and Utilized Areas, Including Contaminated Sites (SIRIUS)

description: The SIRIUS inventory integrates data from



OpenStreetMap for infrastructure and land use information (OpenStreetMap Contributors and Geofabrik GmbH, 2018),

the modeled Northern Hemisphere permafrost map by Obu et al. (2018),

the contaminated sites database and reports by the State of Alaska Department of Environmental Conservation (2023) (DEC),

the inventory of contaminated sites in Canada by the Treasury Board of Canada Secretariat (FCSI) (2024),

a compilation of contaminated sites in Greenland and Norway from the NGO Robin des Bois (2009a, 2009b) (RdB), 

projections of the timing of first talik formation, a model output from the CryoGridLite permafrost model (Langer et al., 2024)


for the Arctic regions of Alaska (AK), Canada (CA), Greenland (GL), and Norway (NO). 

This dataset is provided as a GeoPackage, enabling seamless integration with spatial databases (e.g., PostgreSQL/PostGIS), Geographic Information Systems (e.g., QGIS), and geospatial processing libraries (e.g., Python's GeoPandas). All layers can be queried either independently or in combination with one another.

The GeoPackage contains 17 separate layers. 

The contaminated sites layers contain detailed information on contaminants haromized into chemical classifications based on the Agency for Toxic Substances and Disease Registry (ATSDR). Additionally, each layer includes projections of talik formation as complementary attributes. These projections are provided for SSP1-2.6 and SSP5-8.5 scenarios, specifying the 5th, 50th (median), and 95th percentiles of the year when talik formation is expected to occur for the first time.  

The layers of the infrastructure and human-impacted areas are further divided into points of interest (POI), polygonal infrastructure, and linear road and rail networks (RRNetwork) for each country (AK, CA, GL, and NO). The permafrost extent is provided as a single pan-Arctic layer.

Contaminated Sites:



AK_ContaminatedSites_DEC

CA_ContaminatedSites_FCSI

GL_ContaminatedSites_RdB

NO_ContaminatedSites_RdB


Infrastructure and Human-Impacted Areas:



NO_POI_InfrastructureHIElements_OSM

NO_InfrastructureHIElements_OSM

NO_InfrastructureHIElements_RRNetwork_OSM

GL_POI_InfrastructureHIElements_OSM

GL_InfrastructureHIElements_OSM

GL_InfrastructureHIElements_RRNetwork_OSM

AK_POI_InfrastructureHIElements_OSM

AK_InfrastructureHIElements_OSM

AK_InfrastructureHIElements_RRNetwork_OSM

CA_POI_InfrastructureHIElements_OSM

CA_InfrastructureHIElements_OSM

CA_InfrastructureHIElements_RRNetwork_OSM


Permafrost Extent:



PermafrostZones_UiO


Download Data



pan-arctic_SIRIUS_v1.0.gpkg


 
description: Please note that version 1.0 of this database has been released under a new DOI. The updated version 1.0 is available at https://doi.org/10.5281/zenodo.15479519