cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.m4kbpy
title: Occurrence Download

description: A dataset containing 8186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erigeron lonchophyllus Hook., Erigeron tener (A.Gray) A.Gray, Erigeron clokeyi Cronquist, Erigeron clokeyi var. pinzliae G.L.Nesom, Erigeron pygmaeus (A.Gray) Greene, Erigeron compositus Pursh, Erigeron vagus Payson, Erigeron algidus Jeps., Erigeron grandiflorus Hook., Erigeron leiomerus A.Gray, Erigeron uncialis var. conjugans S.F.Blake, Erigeron aphanactis (A.Gray) Greene, Erigeron breweri A.Gray, Erigeron argentatus A.Gray, Erigeron compactus S.F.Blake, Erigeron glacialis (Nutt.) A.Nelson)",
 "Geometry POLYGON((-180 15, -180 90, -20 90, -40 15, -180 15))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1948",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 8186 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047393-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czw288
title: Occurrence Download

description: A dataset containing 129355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Robinia pseudoacacia L."
 ]
}

 The dataset includes 129355 records from 1417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047374-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pq4m4
title: Occurrence Download

description: A dataset containing 1006726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium pratense L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1006726 records from 3058 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078931-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmhqz9
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Country is Honduras",
 "TaxonKey is Pilosa"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068109-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8yz9t
title: Occurrence Download

description: A dataset containing 340732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psittacula krameri (Scopoli, 1769)"
 ]
}

 The dataset includes 340732 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063836-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mr63gr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-13.01567 40.49766,-0.18364 40.49766,-0.18364 45.62828,-13.01567 45.62828,-13.01567 40.49766))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Halopteris scoparia (L.) Sauv.",
 "Year 1985-2020"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055972-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmfqd5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrorchis peyrotii (Bosser) Senghas"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048431-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q486b2
title: Occurrence Download

description: A dataset containing 1245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maytenus boaria Molina"
 ]
}

 The dataset includes 1245 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068114-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4wsj7b
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 206 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048939-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syjkkt
title: Occurrence Download

description: A dataset containing 39610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium sphaerocephalon L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39610 records from 500 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035199-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.calfai
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cattleya esalqueana (Blumensch. ex Pabst) Van den Berg"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003242-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.235z74
title: Occurrence Download

description: A dataset containing 49784 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((25.63557 -33.86398,25.85392 -33.86398,25.85392 -33.68958,25.63557 -33.68958,25.63557 -33.86398))"
 ]
}

 The dataset includes 49784 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030299-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4pc2d
title: Occurrence Download

description: A dataset containing 1158 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is France",
 "Country is Portugal",
 "Country is Andorra",
 "Country is Belgium",
 "Country is Switzerland",
 "Country is Italy"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trox perlatus (Goeze, 1777)"
 ]
}

 The dataset includes 1158 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060479-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uf6cb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-67.16578 -32.41186,-67.29407 -32.41682,-67.28684 -32.43994,-67.29568 -32.47512,-67.28085 -32.50599,-67.27249 -32.53763,-67.26095 -32.55594,-67.2481 -32.58677,-67.24209 -32.60902,-67.25036 -32.62198,-67.23672 -32.63381,-67.21574 -32.67687,-67.1897 -32.69398,-67.1799 -32.72023,-67.03137 -32.72113,-67.0273 -32.67124,-67.02334 -32.61447,-67.01347 -32.60048,-67.02016 -32.59502,-67.01907 -32.56019,-67.01802 -32.53216,-66.9954 -32.51444,-66.97768 -32.51457,-66.97718 -32.54435,-66.96832 -32.5003,-66.96326 -32.50105,-66.95639 -32.46881,-66.9567 -32.46849,-66.95758 -32.4678,-66.96007 -32.46746,-66.96295 -32.46717,-66.9694 -32.46041,-66.97112 -32.47071,-66.97828 -32.47895,-66.9787 -32.45377,-67.03394 -32.45473,-67.03443 -32.41367,-67.08295 -32.41457,-67.08253 -32.45278,-67.16217 -32.45278,-67.16578 -32.41186)))",
 "EventDate is less than or equal to 2021-08-01",
 "EventDate is greater than or equal to 2021-07-01"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335557-200613084148143/datasets/export for details.
DOI: 10.15468/dl.vtd3ml
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 55 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003242-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfh1gm
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum coelestipetalum Vargas"
 ]
}

 The dataset includes 82 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003242-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmtgma
title: Occurrence Download

description: A dataset containing 1283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Oxyjulis californica (Günther, 1861)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1283 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002922-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xkyve
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Oligoryzomys Bangs, 1900"
 ]
}

 The dataset includes 837 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057382-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azg8zr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Collabium acuticalcar W.Burgh & de Vogel"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048413-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrkcjm
title: Occurrence Download

description: A dataset containing 1109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cicendia quadrangularis (Lam.) Griseb."
 ]
}

 The dataset includes 1109 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002922-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.30ryz3
title: Occurrence Download

description: A dataset containing 6685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Reithrodontomys fulvescens J.A.Allen, 1894"
 ]
}

 The dataset includes 6685 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002922-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdryty
title: Occurrence Download

description: A dataset containing 227253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyperaceae"
 ]
}

 The dataset includes 227253 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062753-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2474rp
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Heterodermia hypoleuca (Ach.) Trevis."
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002134-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxwsxj
title: Occurrence Download

description: A dataset containing 5289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus horridus Wiegmann, 1834"
 ]
}

 The dataset includes 5289 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002133-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/480ksk
title: transfer_mat2py.py

description: python code to read .mat files
DOI: 10.57745/mbc7to
title: database_SEAT2D_pt_files.zip

description: archive containing the seat_i.pt files
DOI: 10.57745/okusju
title: README.txt

description: :unav
DOI: 10.57745/s4jvjh
title: database_SEAT2D_mat_files.zip

description: archive containing seat_lin_i.mat files
DOI: 10.15468/dl.9dqrkb
title: Occurrence Download

description: A dataset containing 5538 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus cladocalyx F.Muell."
 ]
}

 The dataset includes 5538 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002135-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6vytd
title: Occurrence Download

description: A dataset containing 22006 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus crebra F.Muell."
 ]
}

 The dataset includes 22006 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002136-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14755424
title: US EW modelling outputs (Beerling et al. 2025, nature)
DOI: 10.15468/dl.fgj8mu
title: Occurrence Download

description: A dataset containing 2609 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus grandis W.Hill ex Maiden"
 ]
}

 The dataset includes 2609 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002138-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7b8bv
title: Occurrence Download

description: A dataset containing 982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oithona davisae Ferrari F.D. & Orsi, 1984"
 ]
}

 The dataset includes 982 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002137-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7dz3p
title: Occurrence Download

description: A dataset containing 22237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus leucoxylon F.Muell."
 ]
}

 The dataset includes 22237 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002139-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwj6th
title: Occurrence Download

description: A dataset containing 11137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus longifolia Link & Otto"
 ]
}

 The dataset includes 11137 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002141-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqterf
title: Occurrence Download

description: A dataset containing 10029 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus mannifera Mudie"
 ]
}

 The dataset includes 10029 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002142-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4z4s6
title: Occurrence Download

description: A dataset containing 90909 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-73.52167 2.90602,-71.83551 2.90602,-71.83551 3.73703,-73.52167 3.73703,-73.52167 2.90602))"
 ]
}

 The dataset includes 90909 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002140-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17638/datacat.liverpool.ac.uk/2767
title: Dataset for publication titled "affective touch reduces histamine evoked itch experience"

description: This data catalogue submission contains: data analysis script, behavioural data and questionnaire data for the titled publication.
description: Please see README
DOI: 10.15128/r2df65v802x
title: Determination of Quantum Defects and Core Polarisability of Atomic Caesium via Terahertz and Radio-Frequency Spectroscopy in Thermal Vapour [dataset]

description: We present new measurements of the quantum defects and core polarisabilities in caesium utilising measurements of transition frequencies between Rydberg states (14 ≤ n ≤ 38) of 133Cs using terahertz (THz) and radio-frequency spectroscopy in a thermal atomic vapor. We perform a global fitting of our measurements to extract quantum defects of the s1/2, p1/2, p3/2, d3/2, d5/2, f5/2, f7/2, g7/2 and g9/2 electronic states. Transitions between high angular momentum states (4 ≤ ℓ ≤ 8) were measured to extract the Cs+ dipole and quadrupole polarizabilities. Using these results, energies for nℓj Rydberg states can be estimated to a precision of a few MHz or less.
DOI: 10.15468/dl.a35sbe
title: Occurrence Download

description: A dataset containing 23297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus melliodora A.Cunn. ex Schauer"
 ]
}

 The dataset includes 23297 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002143-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5us2c4
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus nicholii Maiden & Blakely"
 ]
}

 The dataset includes 738 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002145-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtdztr
title: Occurrence Download

description: A dataset containing 8818 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus miniata A.Cunn. ex Schauer"
 ]
}

 The dataset includes 8818 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002144-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10808185
title: Perinatal midwifery care demand in a tertiary hospital: A time-series analysis

description: Introduction: The chronic shortage of registered midwives and nurses is a serious global problem. However, current recommendations regarding midwifery staffing do not address operational staffing difficulties that arise from wide variations in care demand. The aim of this study was to describe shift-level care demand and available staffing resources in a tertiary hospital's maternity department.

Methods: This single-centre retrospective longitudinal study investigated a four-year timeframe (2019–2022). All registered midwives and nurses working a three-shift pattern in the prenatal unit, labour ward, or postnatal unit were included. To determine care demand, we approached it in a novel way, accounting for both the number of women on each unit and each case's expected complexity. Any unmet care demand was calculated in relation to pre-specified nurse-to-patient ratios for each care area by subtracting demand hours from available staff hours per shift.

Results: In total, 17,558 cases were included and 13,149 worked shifts analysed. The match of staffing resources with care demand was different for each analysed unit. In the prenatal and postnatal units, demand was generally met; however, the labour ward had a shortfall of at least one midwife on 32% of all shifts. Adjusted for care complexity, the deficiency prevalence rose to 55% of shifts for this ward.

Conclusion: Alongside the inclusion of care complexity in assessing care demand, shift- and unit-level analyses showed that average staffing numbers obscure the actual volume of unmet care demand. Staffing in labour wards needs greater flexibility to cope with the clustering of births over short periods.