cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14523760
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
DOI: 10.15468/dl.pcc3vf
title: Occurrence Download

description: A dataset listing the 26 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litchi Sonn."
 ]
}

 The dataset's 26 records were derived from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068446-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njq8r6
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus gigantobulbes Lye"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157568-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dwbpk
title: Occurrence Download

description: A dataset containing 9990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oporornis tolmiei (J.K.Townsend, 1839)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9990 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005511-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9q6232
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus haematocephalus Boeckeler ex C.B.Clarke"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157608-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chqggl
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lysimachia thyrsiflora L.",
 "Country is United States of America"
 ]
}

 The dataset includes 698 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005511-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g98xur
title: Occurrence Download

description: A dataset containing 17235 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Eragrostis curvula (Schrad.) Nees)"
 ]
}

 The dataset includes 17235 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016979-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4pazb
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.61831 5.95683,-75.63458 5.3389,-76.08886 2.8469,-72.10208 3.24015,-72.61831 5.95683))",
 "HasGeospatialIssue is false",
 "TaxonKey is Didelphis pernigra J.A.Allen, 1900"
 ]
}

 The dataset includes 670 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157567-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a9qpw
title: Occurrence Download

description: A dataset containing 30374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dactylorhiza incarnata (L.) Soó",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30374 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005511-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8atans
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.21982 40.64258,-2.88213 40.64258,-2.88213 41.4421,-4.21982 41.4421,-4.21982 40.64258))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phengaris nausithous (Bergsträsser, 1779)"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157569-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgtbmv
title: Occurrence Download

description: A dataset containing 73544 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marsh Monitoring Program - Birds"
 ]
}

 The dataset includes 73544 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005511-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwe74r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Matelea callejasii Morillo"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005511-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9udff
title: Occurrence Download

description: A dataset containing 479 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus grayioides Mohlenbr."
 ]
}

 The dataset includes 479 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157596-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qez2zq
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.28265 39.89946,-75.06270 39.89946,-75.06270 39.98735,-75.28265 39.98735,-75.28265 39.89946))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scarabaeidae",
 "Year 1958-2023"
 ]
}

 The dataset includes 187 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157594-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwiiwv
title: Occurrence Download

description: A dataset containing 763271 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lund University Biological Museum - Botanical collection (LD)"
 ]
}

 The dataset includes 763271 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005512-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqzvc2
title: Occurrence Download

description: A dataset containing 3294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección Entomológica de la Universidad Tecnológica del Chocó"
 ]
}

 The dataset includes 3294 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042116-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p19kma
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba lasiophylla Royle",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005512-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zx54h
title: Occurrence Download

description: A dataset containing 2315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Programme BioObs: observations naturalistes en milieux aquatiques-Observations de BioObs.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptopsammia pruvoti Lacaze-Duthiers, 1897",
 "Year 2000-2023"
 ]
}

 The dataset includes 2315 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032491-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azia8j
title: Occurrence Download

description: A dataset containing 15162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Falco sparverius",
 "Country is Mexico"
 ]
}

 The dataset includes 15162 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005512-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5svk2
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mephitis macroura Lichtenstein, 1832",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 18.00",
 "DecimalLatitude is less than or equal to 72.00",
 "DecimalLongitude is greater than or equal to -140.00",
 "DecimalLongitude is less than or equal to -68.00"
 ]
}

 The dataset includes 122 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157571-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyeoix
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis chrysantha (Ledeb.) Turcz."
 ]
}

 The dataset includes 57 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005512-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g0r0a
title: Occurrence Download

description: A dataset containing 95464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colinus virginianus (Linnaeus, 1758)"
 ]
}

 The dataset includes 95464 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9g2ec
title: Occurrence Download

description: A dataset listing the 347 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-5.62079 40.68907,-5.50892 40.68907,-5.50892 40.77711,-5.62079 40.77711,-5.62079 40.68907))"
 ]
}

 The dataset's 347 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157581-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hcvbz
title: Occurrence Download

description: A dataset containing 1453 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuniculus paca (Linnaeus, 1766)"
 ]
}

 The dataset includes 1453 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2b5fk
title: Occurrence Download

description: A dataset containing 2103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus glomeratus L."
 ]
}

 The dataset includes 2103 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157578-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut52y9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus grossianus Pedersen"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157597-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqols4
title: Occurrence Download

description: A dataset containing 28628 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Molluscan collection of Osaka Museum of Natural History"
 ]
}

 The dataset includes 28628 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jl9t2o
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium opulifolium Schrad.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 93 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6fw6u
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus guianensis (C.B.Clarke) Kük."
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157599-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdtqhr
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spilogale angustifrons Howell, 1902"
 ]
}

 The dataset includes 389 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016980-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o2qdjc
title: Occurrence Download

description: A dataset containing 3101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis praemorsa (L.) Tausch"
 ]
}

 The dataset includes 3101 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je6yxh
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trigonidium tenue Lodd."
 ]
}

 The dataset includes 24 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004788-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh3zlh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Matelea elachyantha W.D.Stevens"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7ktre
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Specimen, Occurrence evidence)",
 "Country is one of (Guatemala, Costa Rica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ateles geoffroyi Kuhl, 1820"
 ]
}

 The dataset includes 60 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055722-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45t2dn
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus grandisimplex C.B.Clarke"
 ]
}

 The dataset includes 29 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157589-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxoyex
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-97.9815673828125 19.94236918954201, -97.88818359375 19.802885893331794, -97.9266357421875 19.694314241825747, -97.9705810546875 19.53390722018251, -98.0145263671875 19.46141299683288, -98.118896484375 19.40443049681278, -98.250732421875 19.53390722018251, -98.3441162109375 19.596019240312494, -98.3331298828125 19.72534224805787, -98.272705078125 19.81839009384496, -98.140869140625 19.81839009384496, -97.9815673828125 19.94236918954201))",
 "HasCoordinate is true",
 "TaxonKey is Amphibia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 221 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtpvms
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus granatensis C.B.Clarke"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157585-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxeiia
title: Occurrence Download

description: A dataset containing 21332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enteromius Cope, 1867"
 ]
}

 The dataset includes 21332 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005513-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jvs2b
title: Occurrence Download

description: A dataset containing 1391 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus gunnii Hook.f."
 ]
}

 The dataset includes 1391 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157600-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.