cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rkf72k
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bonamia umbellata (Choisy) Hallier fil."
 ]
}

 The dataset includes 70 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098281-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkkx65
title: Occurrence Download

description: A dataset containing 22173194 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (China, Chinese Taipei, Hong Kong, Macao)"
 ]
}

 The dataset includes 22173194 records from 4868 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014353-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dx7tdu
title: Occurrence Download

description: A dataset containing 3761 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mountain Invasion Research Network (MIREN) survey"
 ]
}

 The dataset includes 3761 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047441-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9pjhu
title: Occurrence Download

description: A dataset containing 3928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cinclus pallasii Temminck, 1820",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3928 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413075-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5xacs
title: Occurrence Download

description: A dataset containing 1056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.25781 -58.5946,-25.38281 -58.5946,-25.38281 13.23994,-96.25781 13.23994,-96.25781 -58.5946))",
 {
 "or" : [
 "TaxonKey is Taoniscus nanus (Temminck, 1815)",
 "TaxonKey is Nothura minor (von Spix, 1825)",
 "TaxonKey is Crypturellus noctivagus (zu Wied-Neuwied, 1820)"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1056 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056408-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpqkle
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codium fragile subsp. fragile"
 ]
}

 The dataset includes 977 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047448-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sinrgg
title: Occurrence Download

description: A dataset listing the 50 species recorded 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"
 ]
 },
 "Continent is Africa",
 "Country is South Africa",
 "Year 1998-2020",
 "TaxonKey is Secernentea"
 ]
}

 The dataset's 50 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000200-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqs86e
title: Occurrence Download

description: A dataset containing 2376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.57812 -58.07788,-37.26562 -59.53432,-23.20313 16.63619,-110.03906 15.28419,-107.57812 -58.07788))",
 "HasGeospatialIssue is false",
 "TaxonKey is Brownea Jacq."
 ]
}

 The dataset includes 2376 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056424-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dgquk
title: Occurrence Download

description: A dataset containing 7846 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is Honduras",
 "Country is French Guiana",
 "Country is Venezuela (Bolivarian Republic of)",
 "Country is Colombia",
 "Country is Guatemala",
 "Country is Costa Rica",
 "Country is Panama",
 "Country is Brazil",
 "Country is United States of America"
 ]
 },
 "TaxonKey is Culex coronator Dyar & Knab, 1906"
 ]
}

 The dataset includes 7846 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012708-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njahjy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Arab Emirates",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Muraenesox cinereus (Forsskål, 1775)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019973-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rvcaw
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Browneopsis Huber"
 ]
}

 The dataset includes 161 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056425-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4un7qo
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "TaxonKey is Lynx canadensis Kerr, 1792",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002801-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghawtb
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is In situ observations of Stygiomedusa gigantea"
 ]
}

 The dataset includes 109 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019956-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbf9pn
title: Occurrence Download

description: A dataset containing 1436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neotrygon kuhlii (Müller & Henle, 1841)"
 ]
}

 The dataset includes 1436 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029036-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnlmpl
title: Occurrence Download

description: A dataset containing 3121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heterandria bimaculata (Heckel, 1848)"
 ]
}

 The dataset includes 3121 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010137-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.379a6q
title: Occurrence Download

description: A dataset containing 3735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "StateProvince is Vichada",
 "StateProvince is Casanare",
 "StateProvince is Arauca"
 ]
 },
 {
 "or" : [
 "TaxonKey is Cheracebus lugens (Humboldt, 1811)",
 "TaxonKey is Sapajus macrocephalus (Spix, 1823)",
 "TaxonKey is Saimiri cassiquiarensis (Lesson, 1840)",
 "TaxonKey is Lagothrix lagothricha (Humboldt, 1812)",
 "TaxonKey is Alouatta seniculus (Linnaeus, 1766)",
 "TaxonKey is Aotus brumbacki Hershkovitz, 1983",
 "TaxonKey is Dasyprocta fuliginosa Wagler, 1832",
 "TaxonKey is Cuniculus paca (Linnaeus, 1766)",
 "TaxonKey is Hydrochoerus hydrochaeris (Linnaeus, 1766)",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)",
 "TaxonKey is Mazama americana (Erxleben, 1777)",
 "TaxonKey is Pecari tajacu (Linnaeus, 1758)",
 "TaxonKey is Galictis vittata (Schreber, 1776)",
 "TaxonKey is Eira barbara (Linnaeus, 1758)",
 "TaxonKey is Speothos venaticus (Lund, 1842)",
 "TaxonKey is Dasypus novemcinctus Linnaeus, 1758",
 "TaxonKey is Myrmecophaga tridactyla Linnaeus, 1758",
 "TaxonKey is Tamandua tetradactyla (Linnaeus, 1758)",
 "TaxonKey is Priodontes maximus (Kerr, 1792)",
 "TaxonKey is Cerdocyon thous (Linnaeus, 1766)",
 "TaxonKey is Tayassu pecari (Link, 1795)",
 "TaxonKey is Pteronura brasiliensis Zimmermann, 1780",
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "TaxonKey is Herpailurus yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)",
 "TaxonKey is Leopardus pardalis (Linnaeus, 1758)",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
 },
 "Year 2000-2022"
 ]
}

 The dataset includes 3735 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117933-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n56rfj
title: Occurrence Download

description: A dataset containing 97489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.8042 53.29083,10.5293 53.29083,10.5293 53.71557,9.8042 53.71557,9.8042 53.29083))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 97489 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056426-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.02voh8
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dasyurus albopunctatus Schlegel, 1880"
 ]
}

 The dataset includes 137 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013017-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k8t52
title: Occurrence Download

description: A dataset containing 1717 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clathrotropis (Benth.) Harms"
 ]
}

 The dataset includes 1717 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056434-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rajbd8
title: Occurrence Download

description: A dataset containing 231787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is Herbarium - Instituto Nacional de Pesquisas da Amazônia (INPA)"
 ]
}

 The dataset includes 231787 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008091-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxypuu
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Melopsittacus undulatus (Shaw, 1805)"
 ]
}

 The dataset includes 57 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010718-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s27ye
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiropterotriton arboreus (Taylor, 1941)"
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056436-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt6qmz
title: Occurrence Download

description: A dataset containing 49846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The echinoderm collection (IE) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 49846 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037841-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9krtge
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Cladonia portentosa (Dufour) Coem."
 ]
}

 The dataset includes 88 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010711-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd5ffs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiropterotriton chico García-Castillo, Rovito, Wake & Parra-Olea, 2017"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056441-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmssxv
title: Occurrence Download

description: A dataset containing 1740450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1740450 records from 1288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010707-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27190446
title: EU Infringement - Data - Final.xlsx

description: Replication Data for EU Infringements
DOI: 10.6084/m9.figshare.27190446.v1
title: EU Infringement - Data - Final.xlsx

description: Replication Data for EU Infringements
DOI: 10.15468/dl.k56zgy
title: Occurrence Download

description: A dataset containing 227 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 Andrena similis Smith, 1849",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 227 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003388-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3atcy
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 641 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003389-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4kq8w
title: Occurrence Download

description: A dataset containing 141383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is New Zealand Freshwater Fish Database",
 "Geometry POLYGON((140.89804 -56.93503,208.10196 -56.93503,208.10196 -30.06497,140.89804 -30.06497,140.89804 -56.93503))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 141383 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003363-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89qxtp
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 641 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003390-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq5tqc
title: Occurrence Download

description: A dataset containing 57 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 Andrena vulpecula Kriechbaumer, 1873",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003391-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27018421.v1
title: Test datasets for the <i>AnVILWorkflow</i> package

description: These are the test datasets used for the AnVILWorkflow manuscript. The actual data files or the storage location information are included. The AnVIL workspaces using these datasets are:DESeq2_data.tsv [DESeq2 workspace]IBDMDB [bioBakery workspace]PathML_data [stain normalization workspace]
DOI: 10.15468/dl.7b3v75
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Pleurotus purpureo-olivaceus (G.Stev.) Segedin, P.K.Buchanan & J.P.Wilkie"
 ]
}

 The dataset includes 318 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003393-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13905632
title: Graph neural network emulator for modeling of ice dynamics and calving in the Pine Island Glacier, Antarctica

description: These files include the following codes and datasets for developing graph neural network (GNN) emulators for the Ice-sheet and Sea-level System Model (ISSM) for modeling ice sheet dynamics and calving in the Pine Island Glacier, Antarctica



ISSM_DGL_PIG2.py: Python file for training GNN models (*single.py: code for single GPU environment)

ISSM_CNN_PIG.py: Python file for training convolutional neural network (CNN) models

*.mat: Datasets of the ISSM transient simulation results (graphs for GNNs)

*.pkl: Datasets of the ISSM transient simulation results (grids for CNNs)
DOI: 10.5281/zenodo.13905633
title: Graph neural network emulator for modeling of ice dynamics and calving in the Pine Island Glacier, Antarctica

description: These files include the following codes and datasets for developing graph neural network (GNN) emulators for the Ice-sheet and Sea-level System Model (ISSM) for modeling ice sheet dynamics and calving in the Pine Island Glacier, Antarctica



ISSM_DGL_PIG2.py: Python file for training GNN models (*single.py: code for single GPU environment)

ISSM_CNN_PIG.py: Python file for training convolutional neural network (CNN) models

*.mat: Datasets of the ISSM transient simulation results (graphs for GNNs)

*.pkl: Datasets of the ISSM transient simulation results (grids for CNNs)