cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1111427.10fu
title: SH1111427.10FU

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: 10.5281/zenodo.17848043
title: DHG-LGB v2.0.0 - Complete Data, Code, and Results

description: DHG-LGB v2.0.0 - Complete Archive

Complete implementation of Disease-Hypergraph integrated with LightGBM framework for metabolite-disease association prediction.

This archive provides all data, code, and experimental results to ensure full scientific reproducibility, addressing reviewer requirements for permanent data availability.

CONTENTS:

Data (442 MB)- Raw data: HMDB 5.0, CTD (2023), protein sequences, Gene Ontology, SMILES structures- Processed data: Pre-computed similarity matrices, hypergraph structure (178 diseases × 19,442 nodes), pre-trained HGNN embeddings (saves 2 days GPU time)

Source Code (111 KB)- HGNN implementation, LightGBM classifier, preprocessing and evaluation scripts- Complete documentation and installation instructions

Experimental Results (53 KB)- Table 2: Performance comparison of 6 classifiers- Table 3: 95% confidence intervals for MCC, AUC, AUPRC- Table 4: Robustness under imbalanced ratios (1:1 to 1:10)- Detailed 5-fold cross-validation results- Case studies: Obesity, Schizophrenia, Crohn's Disease- Baseline comparisons: PageRank, KATZ, EKRR, GCNAT, MDA-AENMF

FEATURES:- Complete reproducibility at three levels- Pre-computed embeddings enable reproduction in 10 minutes vs 2+ days- 8 detailed README files- FAIR compliant

TECHNICAL DETAILS:- Entities: 2,006 metabolites, 4,912 proteins, 12,524 GO terms, 178 diseases- Associations: 4,000 validated metabolite-disease pairs- Performance: AUC=0.9983±0.0001, MCC=0.9305±0.0012

CITATION:Xiao F, Ran Y, Li Z. Identifying Metabolite-Disease Associations via Messaging in Hypergraphs. Metabolites. 2025.

LICENSE: MIT

GitHub Repository: https://github.com/xavierxiao848/DHG-LGB-Repository

For questions, open an issue on GitHub or contact the corresponding author.
DOI: 10.15156/bio/sh1111428.10fu
title: SH1111428.10FU

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: 10.5281/zenodo.18207213
title: DHG-LGB v2.0.0 - Complete Data, Code, and Results

description: DHG-LGB v2.0.0 - Complete Archive

Complete implementation of Disease-Hypergraph integrated with LightGBM framework for metabolite-disease association prediction.

This archive provides all data, code, and experimental results to ensure full scientific reproducibility, addressing reviewer requirements for permanent data availability.

CONTENTS:

Data (442 MB)- Raw data: HMDB 5.0, CTD (2023), protein sequences, Gene Ontology, SMILES structures- Processed data: Pre-computed similarity matrices, hypergraph structure (178 diseases × 19,442 nodes), pre-trained HGNN embeddings (saves 2 days GPU time)

Source Code (111 KB)- HGNN implementation, LightGBM classifier, preprocessing and evaluation scripts- Complete documentation and installation instructions

Experimental Results (53 KB)- Table 2: Performance comparison of 6 classifiers- Table 3: 95% confidence intervals for MCC, AUC, AUPRC- Table 4: Robustness under imbalanced ratios (1:1 to 1:10)- Detailed 5-fold cross-validation results- Case studies: Obesity, Schizophrenia, Crohn's Disease- Baseline comparisons: PageRank, KATZ, EKRR, GCNAT, MDA-AENMF

FEATURES:- Complete reproducibility at three levels- Pre-computed embeddings enable reproduction in 10 minutes vs 2+ days- 8 detailed README files- FAIR compliant

TECHNICAL DETAILS:- Entities: 2,006 metabolites, 4,912 proteins, 12,524 GO terms, 178 diseases- Associations: 4,000 validated metabolite-disease pairs- Performance: AUC=0.9983±0.0001, MCC=0.9305±0.0012

CITATION:Xiao F, Ran Y, Li Z. Identifying Metabolite-Disease Associations via Messaging in Hypergraphs. Metabolites. 2025.

LICENSE: MIT

GitHub Repository: https://github.com/xavierxiao848/DHG-LGB-Repository

For questions, open an issue on GitHub or contact the corresponding author.
DOI: 10.15156/bio/sh1111431.10fu
title: SH1111431.10FU

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: 10.15468/dl.b8w4nk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 -60,0 -60,0 -30,-30 -30,-30 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002907-251009101135966/datasets/export for details.
DOI: 10.15468/dl.fsq3x4
title: Occurrence Download

description: A dataset containing 880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -60,-30 -60,-30 -30,-60 -30,-60 -60))"
 ]
}

 The dataset includes 880 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002912-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy7pp9
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leiosolenus aristatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 156 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002910-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x6peg
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psittacula krameri",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 249 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002917-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzzstt
title: Occurrence Download

description: A dataset containing 9251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glycyrrhiza lepidota, Glycyrrhiza lepidota)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9251 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002914-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnkhcu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-90 -60,-60 -60,-60 -30,-90 -30,-90 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002915-251009101135966/datasets/export for details.
DOI: 10.15468/dl.vj8zm8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 -60,-90 -60,-90 -30,-120 -30,-120 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002918-251009101135966/datasets/export for details.
DOI: 10.15468/dl.r7j5xh
title: Occurrence Download

description: A dataset containing 10545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus kelloggii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10545 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002920-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8svpzb
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aclees hirayamai",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002921-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5qens
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salix mesnyi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 708 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002922-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgekyu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-150 -60,-120 -60,-120 -30,-150 -30,-150 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002924-251009101135966/datasets/export for details.
DOI: 10.15468/dl.9erfj8
title: Occurrence Download

description: A dataset containing 838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithophaga lithophaga",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 838 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002925-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs49gp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 -60,-150 -60,-150 -30,-180 -30,-180 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002927-251009101135966/datasets/export for details.
DOI: 10.15468/dl.8ukcs2
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glycyrrhiza pallidiflora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 178 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002926-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m95pdj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -30,180 -30,180 0,150 0,150 -30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002928-251009101135966/datasets/export for details.
DOI: 10.18150/fpdtpe
title: Rola wrażliwych na hipoksję miRNA: miRNA-181a, miRNA-199a oraz SIRT1, adiponektyny w rozwoju cukrzycy typu 2 u pacjentów z obturacyjnym bezdechem sennym

description: Niniejsza baza danych powstała w trakcie realizacji projektu, który ma na celu ocenę interakcji pomiędzy cząsteczkami wrażliwymi na niedotlenienie SIRT1 oraz mikroRNA oraz zrozumienie ich roli w rozwoju cukrzycy typu 2 u pacjentów z obtruracyjnym bezdechem sennym (OBS). MikroRNA to małe cząsteczki RNA, które mają za zadanie hamować, bądź aktywować dane geny. Wcześniejsze badania wykazały, że niektóre mikroRNA zmieniają swoją ekspresję u pacjentów z OBS. Ponadto, niektóre z nich (miRNA181a, miRNA199a) wpływają również na ekspresję SIRT1, który jest czynnikiem wpływającym na wydzielanie insuliny oraz insulinowrażliwość.
DOI: 10.15468/dl.8vtbak
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dermestes vorax",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002931-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhbjn4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((120 -30,150 -30,150 0,120 0,120 -30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002932-251009101135966/datasets/export for details.
DOI: 10.15468/dl.d3whh2
title: Occurrence Download

description: A dataset containing 10437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus lobata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10437 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002930-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q99ed
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salix paraplesia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 655 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002934-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u42z3a
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithophaga teres",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 113 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002935-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upvm2j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 -30,90 -30,90 0,60 0,60 -30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002937-251009101135966/datasets/export for details.
DOI: 10.15468/dl.s6b8xs
title: Occurrence Download

description: A dataset containing 15867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 -30,60 -30,60 0,30 0,30 -30))"
 ]
}

 The dataset includes 15867 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002939-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5yh7e
title: Occurrence Download

description: A dataset containing 9845 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palythoa caribaeorum"
 ]
}

 The dataset includes 9845 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002936-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hx6mtr
title: Occurrence Download

description: A dataset containing 4186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedysarum alpinum, Hedysarum alpinum, Hedysarum alpinum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4186 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002938-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rvcu5
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypera punctata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002940-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skdk3s
title: Occurrence Download

description: A dataset containing 5017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trogoniformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 -30,30 -30,30 0,0 0,0 -30))"
 ]
}

 The dataset includes 5017 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002941-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szqg42
title: Occurrence Download

description: A dataset containing 10166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus maritimus"
 ]
}

 The dataset includes 10166 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002943-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.