cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u3qw72
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilodactylus vittatus Garrett, 1864"
 ]
}

 The dataset includes 361 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073831-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrtfzu
title: Occurrence Download

description: A dataset containing 7106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Observation, Human Observation, Material sample, Specimen)",
 "Geometry POLYGON((-87.24535 38.1004,-98.48593 41.23731,-138.74296 37.31617,-101.62284 -12.09018,-57.70608 16.66484,-87.24535 38.1004))",
 "TaxonKey is Lutzomyia olmeca (Vargas & Díaz Nájera, 1959)",
 "Year 1950-2022"
 ]
}

 The dataset includes 7106 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025823-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.69h65u
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vernonia galamensis (Cass.) Less.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 715 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058558-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdgr32
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tigrigobius digueti (Pellegrin, 1901)"
 ]
}

 The dataset includes 131 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073860-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7z2c4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euzomum vesicarium (L.) Link"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054148-220831081235567/datasets/export for details.
DOI: 10.15468/dl.cp56c2
title: Occurrence Download

description: A dataset containing 249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cheilodactylus zebra Döderlein, 1883"
 ]
}

 The dataset includes 249 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074952-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7xt94
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eruca oleracea J.St.-Hil."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054145-220831081235567/datasets/export for details.
DOI: 10.15468/dl.zq52ss
title: Occurrence Download

description: A dataset containing 611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.3180392999999953 32.3415040000000005, -86.3180392999999953 32.3445464099999995, -86.3180392999999953 32.3468282099999982, -86.3180392999999953 32.3492367899999991, -86.3180392999999953 32.3507579899999982, -86.3180392999999953 32.3526595000000015, -86.3180392999999953 32.3541807000000006, -86.3144955599999975 32.3541807000000006, -86.3120910300000048 32.3541807000000006, -86.3101927200000034 32.3541807000000006, -86.3070288600000026 32.3541807000000006, -86.3050039900000030 32.3541807000000006, -86.3020932400000049 32.3541807000000006, -86.2994355900000016 32.3541807000000006, -86.2975372800000002 32.3541807000000006, -86.2948796400000049 32.3541807000000006, -86.2913359000000071 32.3541807000000006, -86.2913359000000071 32.3521524299999967, -86.2913359000000071 32.3503776900000020, -86.2913359000000071 32.3483494199999981, -86.2913359000000071 32.3455605400000010, -86.2913359000000071 32.3431519700000010, -86.2913359000000071 32.3415040000000005, -86.2939937499999985 32.3415040000000005, -86.2963982899999991 32.3415040000000005, -86.2981700499999960 32.3415040000000005, -86.3017135700000040 32.3415040000000005, -86.3038650000000018 32.3415040000000005, -86.3072819599999974 32.3415040000000005, -86.3104458199999982 32.3415040000000005, -86.3133565800000042 32.3415040000000005, -86.3162673300000023 32.3415040000000005, -86.3180392999999953 32.3415040000000005))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 611 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073983-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrujfd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bunias myagroides L."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054161-220831081235567/datasets/export for details.
DOI: 10.15468/dl.as2s44
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Echinoderms from the Seaflower Biosphere Reserve"
 ]
}

 The dataset includes 321 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026183-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6eqnrr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euzomum sativum Link"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054146-220831081235567/datasets/export for details.
DOI: 10.15468/dl.w2gqqc
title: Occurrence Download

description: A dataset containing 74783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachycineta leucopyga (Meyen, 1834)",
 "Year 1990-2022"
 ]
}

 The dataset includes 74783 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073884-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2gzdg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Raphanus eruca (L.) Crantz"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054149-220831081235567/datasets/export for details.
DOI: 10.15468/dl.wy4fcm
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bunchosia cauliflora W.R.Anderson"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065879-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4beqt
title: Occurrence Download

description: A dataset containing 11749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bactrocera dorsalis (Hendel, 1912)"
 ]
}

 The dataset includes 11749 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025831-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwrf6x
title: Occurrence Download

description: A dataset containing 28869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laguncularia racemosa (L.) C.F.Gaertn."
 ]
}

 The dataset includes 28869 records from 409 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065878-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14428543
title: A severe convective wind diagnostic for Australia derived from ERA5 (1950-2023, hourly)

description: This record contains monthly files of a diagnostic of severe convective wind (SCW) events for Australia, as estimated from large-scale atmospheric conditions provided by the ERA5 reanalysis (Hersbach et al. 2020). The diagnostic is based on a statistical model that relates large-scale environmental conditions to observed SCW occurrences in Australia, and represents the probability that the environment is favourable for a SCW event. The diagnostic was developed by Brown and Dowdy (2021) and is therefore referred to as the Brown and Dowdy (2021) Statistical Diagnostic (BDSD). In that study, a diagnostic value of 0.83 is used as a threshold to declare whether an environment is favourable for a SCW event or not, although this value could potentially be sensitive to the region or type of thunderstorm (see Brown et al. 2023, supplementary section S2 therein).

Further details on the BDSD are provided in the methods below, as is the spatial extent of the data and the resolution of the data.

This diagnostic data can be used as a broad-scale estimate of where severe convective wind events might be more or less likely to occur based on atmospheric conditions. However, there are significant uncertainties linking favourable environmental conditions to actual events (e.g. see Brown and Dowdy 2021), and this should be taken into account when applying this data.

This record was produced using the Australian National Computational Infrastructure (NCI).
description: The BDSD is based on a logistic regression method that relates large-scale variables derived from ERA5 to measured SCW events in Australia. It therefore represents the probability that an environment is favourable for an SCW event, based on a training dataset of 202 events measured at automatic weather stations. The resulting regression formula is given by equations 1 and 2 in Brown and Dowdy (2021), and has terms based on the following variables from ERA5: 



Effective bulk wind difference

Pressure-weighted mean wind from 800 to 600 hPa

Temperature lapse rate from 1-3 km above ground

Minimum relative humidity from 1-3 km above ground

Effective storm relative helicity

Water vapor mixing ratio at the height of the melting level

Lifting condensation level based on an effective-layer air parcel


Each of the abovementioned variables are derived from pressure-level and surface-level ERA5 data using this code repository. Here, the effective layer is defined by a contiguous layer of vertical levels that have values of convective available potential energy (CAPE) greater than 100 J/kg and convective inhibition (CIN) less than 250 J/kg. To calculate CAPE, a virtual temperature correction is used, and parcels are lifted pseudo-adiabatically. This is done using wrf-python (Ladwig 2017).

 
description: Source data: The ERA5 reanalysis (Hersbach et al. 2020)

Time intervals: Hourly

Spatial grid: 0.25-degrees in latitude and longitude

Latitude extent: 44.5° S to 10.0° S

Longitude extent: 112.0° E to 156.25° E

Temporal extent: 1950-2023
DOI: 10.5281/zenodo.14428544
title: A severe convective wind diagnostic for Australia derived from ERA5 (1950-2023, hourly)

description: This record contains monthly files of a diagnostic of severe convective wind (SCW) events for Australia, as estimated from large-scale atmospheric conditions provided by the ERA5 reanalysis (Hersbach et al. 2020). The diagnostic is based on a statistical model that relates large-scale environmental conditions to observed SCW occurrences in Australia, and represents the probability that the environment is favourable for a SCW event. The diagnostic was developed by Brown and Dowdy (2021) and is therefore referred to as the Brown and Dowdy (2021) Statistical Diagnostic (BDSD). In that study, a diagnostic value of 0.83 is used as a threshold to declare whether an environment is favourable for a SCW event or not, although this value could potentially be sensitive to the region or type of thunderstorm (see Brown et al. 2023, supplementary section S2 therein).

Further details on the BDSD are provided in the methods below, as is the spatial extent of the data and the resolution of the data.

This diagnostic data can be used as a broad-scale estimate of where severe convective wind events might be more or less likely to occur based on atmospheric conditions. However, there are significant uncertainties linking favourable environmental conditions to actual events (e.g. see Brown and Dowdy 2021), and this should be taken into account when applying this data.

This record was produced using the Australian National Computational Infrastructure (NCI).
description: The BDSD is based on a logistic regression method that relates large-scale variables derived from ERA5 to measured SCW events in Australia. It therefore represents the probability that an environment is favourable for an SCW event, based on a training dataset of 202 events measured at automatic weather stations. The resulting regression formula is given by equations 1 and 2 in Brown and Dowdy (2021), and has terms based on the following variables from ERA5: 



Effective bulk wind difference

Pressure-weighted mean wind from 800 to 600 hPa

Temperature lapse rate from 1-3 km above ground

Minimum relative humidity from 1-3 km above ground

Effective storm relative helicity

Water vapor mixing ratio at the height of the melting level

Lifting condensation level based on an effective-layer air parcel


Each of the abovementioned variables are derived from pressure-level and surface-level ERA5 data using this code repository. Here, the effective layer is defined by a contiguous layer of vertical levels that have values of convective available potential energy (CAPE) greater than 100 J/kg and convective inhibition (CIN) less than 250 J/kg. To calculate CAPE, a virtual temperature correction is used, and parcels are lifted pseudo-adiabatically. This is done using wrf-python (Ladwig 2017).

 
description: Source data: The ERA5 reanalysis (Hersbach et al. 2020)

Time intervals: Hourly

Spatial grid: 0.25-degrees in latitude and longitude

Latitude extent: 44.5° S to 10.0° S

Longitude extent: 112.0° E to 156.25° E

Temporal extent: 1950-2023
DOI: 10.15468/dl.npeh8z
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trimeresurus stejnegeri Schmidt, 1925",
 "Country is China",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 368 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057182-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzbutv
title: Occurrence Download

description: A dataset containing 1075875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1075875 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057174-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpextw
title: Occurrence Download

description: A dataset containing 219231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 219231 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057175-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr2qtc
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-11.14723 43.74421,25.14723 43.74421,25.14723 58.25579,-11.14723 58.25579,-11.14723 43.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocuta crocuta spelaea (Goldfuss, 1823)"
 ]
}

 The dataset includes 70 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057184-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24432/c57w4j
title: Accelerometer Data for Human Activity
DOI: 10.15468/dl.ap9pz5
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia pachyrrhiza H.M.Hern., Gómez-Hin. & Bárcenas"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057186-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4nrr8
title: Occurrence Download

description: A dataset containing 5435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia phaeacantha Engelm."
 ]
}

 The dataset includes 5435 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057188-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywwzns
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia pilifera F.A.C.Weber"
 ]
}

 The dataset includes 169 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057189-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24432/c5431j
title: Diabetes Distress Scale (DDS17) for Emotional Burden
DOI: 10.15468/dl.4nett7
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia pottsii Salm-Dyck"
 ]
}

 The dataset includes 194 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057190-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ge97p4
title: Occurrence Download

description: A dataset containing 2516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixodidae"
 ]
}

 The dataset includes 2516 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057191-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24432/c50c93
title: School guidance records
DOI: 10.15468/dl.zzh992
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia pittieri Britton & Rose"
 ]
}

 The dataset includes 33 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057193-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g82bp
title: Occurrence Download

description: A dataset containing 752611 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mycteria americana Linnaeus, 1758"
 ]
}

 The dataset includes 752611 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057185-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.