cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f75vg3
title: Occurrence Download

description: A dataset containing 4161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspius aspius (Linnaeus, 1758)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Finland, Ireland, Sweden, Cyprus, Portugal, Netherlands, France, Bulgaria, Romania, Spain, Poland, Czechia, Malta, United Kingdom of Great Britain and Northern Ireland, Austria, Croatia, Slovenia, Slovakia, Germany, Denmark, Italy, Belgium, Gibraltar, Lithuania, Greece, Luxembourg, Latvia, Estonia, Hungary)"
 ]
}

 The dataset includes 4161 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026641-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suf89k
title: Occurrence Download

description: A dataset containing 6070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Misgurnus fossilis (Linnaeus, 1758)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Finland, Ireland, Sweden, Cyprus, Portugal, Netherlands, France, Bulgaria, Romania, Spain, Poland, Czechia, Malta, United Kingdom of Great Britain and Northern Ireland, Austria, Croatia, Slovenia, Slovakia, Germany, Denmark, Italy, Belgium, Gibraltar, Lithuania, Greece, Luxembourg, Latvia, Estonia, Hungary)"
 ]
}

 The dataset includes 6070 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026642-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010054
title: Foundational machine learning models for large scale robust modelling of continuous glucose monitoring and activity data

description: Improvements in continuous glucose monitoring (CGM) and their wide dissemination have improved diabetes management substantially. However, glycaemic control remains challenging. For example, a myriad of complex factors influence the individual absorption dynamics of meals and administered insulin. A crucial factor is exercise, but other lifestyle factors and demographic characteristics such as age play an important role as well. Artificial intelligence can play an important role for modelling these interactions, but often, the limited size of training data may not allow the development of robust and effective algorithms.

Recent advances in machine learning have led to the emergence of foundational models. Foundational models are powerful general-purpose machine learning models which can be trained on large unlabelled datasets by solving so-called pretext tasks such as predicting masked out parts of the data. Foundation models can then be finetuned to solve specialised tasks on much smaller labelled datasets. They are therefore ideally suited to study clinically relevant research questions, where typically only smaller cohorts are available.

In this project, we aim to develop self-supervised foundational CGM models on the T1-DEXI study data. We will then apply the CGM foundational models to develop downstream models for specialised clinically relevant tasks in T1D management, with the ultimate goal of improving treatment recommendations. In the scope of this project, the specific tasks we tackle are the ML-based detection of exercise and nutrition events from CGM data and the prediction of future glucose levels. To test how well our models can generalise to different populations, we will validate them on the pediatric cohort of the T1-DEXIP study.
DOI: 10.15468/dl.xbhdps
title: Occurrence Download

description: A dataset containing 29222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trichius fasciatus (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29222 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026631-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eom6yx
title: Occurrence Download

description: A dataset containing 1588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Icterus maculialatus Cassin, 1848"
 ]
}

 The dataset includes 1588 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021654-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqarqs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium phyllophyton Omang"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022018-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abhgwa
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex appalachica J.M.Webber & P.W.Ball",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 73 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163582-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8y1xrw
title: Occurrence Download

description: A dataset containing 6095 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herpsilochmus rufimarginatus (Temminck, 1822)"
 ]
}

 The dataset includes 6095 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021655-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95zqez
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemsleya gigantha W.J.Chang"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017137-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5zuyc
title: Occurrence Download

description: A dataset containing 2840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyanocompsa cyanoides (Lafresnaye, 1847)"
 ]
}

 The dataset includes 2840 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163589-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ih3cbh
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is South Africa",
 "Country is Central African Republic"
 ]
 },
 "Month is February",
 "DatasetKey is Mosquito Occurrence Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021656-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vher6q
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis ciscaucasica F.Dvořák & V.I.Dorof."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022090-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ihgzf3
title: Occurrence Download

description: A dataset containing 3134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pyriglena leuconota (Spix, 1824)"
 ]
}

 The dataset includes 3134 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021657-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85uptj
title: Occurrence Download

description: A dataset containing 2726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hosta sieboldiana (Hook.) Engl."
 ]
}

 The dataset includes 2726 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022106-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g81r2s
title: Occurrence Download

description: A dataset containing 9134 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Environmental monitoring of ants (Hymenoptera: Formicidae) in the influence areas of Santo Antônio Hydroelectric Power-Plant in Rondônia, Brazil."
 ]
}

 The dataset includes 9134 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021657-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lzzouz
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium farreri W.W.Sm."
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038497-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nlhluq
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.19596 25.82162,-105.19596 89.17838,53.19596 89.17838,53.19596 25.82162,-105.19596 25.82162))",
 "HasCoordinate is true",
 "TaxonKey is Meoneura vagans (Fallén, 1823)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 275 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021659-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyqfsb
title: Occurrence Download

description: A dataset containing 3 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 Cyrtodactylus agamensis (Bleeker, 1860)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079625-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkegyk
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex atherodes Spreng.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 432 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163596-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypjtba
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium incarnatum L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141631-240321170329656/datasets/export for details.
DOI: 10.15468/dl.3hel8e
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección osteológica de mastozoología marina"
 ]
}

 The dataset includes 88 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021660-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5g82g
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dere affinis Gahan, 1906"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032308-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j54gq
title: Occurrence Download

description: A dataset containing 1 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 Rhadinella tolpanorum (Holm & Cruz-Dîaz, 1994)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079634-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.02ckr0
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strongylocentrotus franciscanus (A.Agassiz, 1863)"
 ]
}

 The dataset includes 476 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021662-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rb3z6
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum pulchellum Hand.-Mazz."
 ]
}

 The dataset includes 123 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182367-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtmem9
title: Occurrence Download

description: A dataset containing 22 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 Protobothrops cornutus (Smith, 1930)"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079653-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpin2g
title: Occurrence Download

description: A dataset containing 97379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.40651 41.10562,-87.37578 41.65536,-87.6508 44.15245,-90.23946 44.38153,-90.33103 41.26595,-88.40651 41.10562))",
 "HasCoordinate is true",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 97379 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021662-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44kctj
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex austrina Mack.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 269 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163605-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxub7e
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnacranthera maliliensis R.T.A.Schouten"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017111-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oc6h5d
title: Occurrence Download

description: A dataset containing 35824 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipterocarpaceae"
 ]
}

 The dataset includes 35824 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021660-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcxxea
title: Occurrence Download

description: A dataset containing 908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium corymbosum L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 908 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175383-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0sdqd6
title: Occurrence Download

description: A dataset containing 1560 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus eva Thomas, 1898"
 ]
}

 The dataset includes 1560 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021663-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crcr8g
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hiptage stellulifera Arènes"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023163-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehp99x
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex backii Boott",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 216 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163606-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5aaod
title: Occurrence Download

description: A dataset containing 12061336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 60,180 60,180 90,-180 90,-180 60))",
 "HasCoordinate is true",
 "TaxonKey is Tracheophyta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12061336 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021664-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32ssrq
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Goniothalamus rufus Miq."
 ]
}

 The dataset includes 66 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017148-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bs7xs7
title: Occurrence Download

description: A dataset containing 20848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemitriccus margaritaceiventer (Orbigny & Lafresnaye, 1837)"
 ]
}

 The dataset includes 20848 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0163564-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd5mjd
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Heros severus Heckel, 1840"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021664-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpwzmg
title: Occurrence Download

description: A dataset containing 1811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa davurica Pall.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1811 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017115-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8j6p8
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elephantulus edwardii (A.Smith, 1839)",
 "Year 2008-2021"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006937-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.