cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.agcrp4
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "TaxonKey is Alcantarea patriae Versieux & Wand.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008684-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnp59m
title: Occurrence Download

description: A dataset containing 56190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arctocephalus É.Geoffroy Saint-Hilaire & F.Cuvier, 1826)",
 "HasCoordinate is true",
 "Country is South Africa"
 ]
}

 The dataset includes 56190 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020328-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gvsx2
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onoseris purpurea (L.f.) S.F.Blake"
 ]
}

 The dataset includes 137 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130247-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8mctt
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pythonichthys microphthalmus (Regan, 1912)"
 ]
}

 The dataset includes 250 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061130-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htc873
title: Occurrence Download

description: A dataset containing 2589 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 Egretta vinaceigula (Sharpe, 1895)"
 ]
}

 The dataset includes 2589 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052314-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pevk7d
title: Occurrence Download

description: A dataset containing 93892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Accipitridae"
 ]
}

 The dataset includes 93892 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110021-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sl6o6
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Coordinate reprojected",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 {
 "or" : [
 "DatasetKey is University of Michigan Museum of Zoology, Division of Mammals",
 "DatasetKey is Mammalogy Collection - Royal Ontario Museum",
 "DatasetKey is MVZ Mammal Collection (Arctos)",
 "DatasetKey is AMNH Mammal Collections",
 "DatasetKey is USAC Mammals Collection",
 "DatasetKey is KUBI Mammalogy Collection",
 "DatasetKey is Field Museum of Natural History (Zoology) Mammal Collection"
 ]
 },
 "TaxonKey is Heteromys desmarestianus Gray, 1868"
 ]
}

 The dataset includes 507 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015740-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8va26v
title: Occurrence Download

description: A dataset containing 184 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 Toxostoma guttatum (Ridgway, 1885)"
 ]
}

 The dataset includes 184 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052334-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4rjz2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anablepsoides gaucheri (Keith, Nandrin & Le Bail, 2006)"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118195-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gm9ao
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "StateProvince is alabama",
 "StateProvince is mississippi"
 ]
 },
 "TaxonKey is Hemidactylus turcicus (Linnaeus, 1758)"
 ]
}

 The dataset includes 197 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015745-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brhp9v
title: Occurrence Download

description: A dataset containing 17121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alosa sapidissima (Wilson, 1811)"
 ]
}

 The dataset includes 17121 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065685-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97mnbf
title: Occurrence Download

description: A dataset containing 8769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sao Tome and Principe",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 8769 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110034-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9s4rj
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynomops greenhalli Goodwin, 1958"
 ]
}

 The dataset includes 121 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015750-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvd69k
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zea mays L.",
 "Year 1991-2024"
 ]
}

 The dataset includes 301 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065691-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcp7mj
title: Occurrence Download

description: A dataset containing 1413842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Month is April",
 "Month is May",
 "Month is June",
 "Month is July",
 "Month is August",
 "Month is September"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Circus aeruginosus (Linnaeus, 1758)",
 "Year 1992-2020"
 ]
}

 The dataset includes 1413842 records from 485 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127298-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1x0z4m
title: Occurrence Download

description: A dataset containing 6710 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 1950-2019",
 "TaxonKey is Icterus abeillei (Lesson, 1839)"
 ]
}

 The dataset includes 6710 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009581-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7p2w2
title: Occurrence Download

description: A dataset containing 44507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melitaea diamina (Lang, 1789)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44507 records from 417 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065696-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqs4em
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Dasineura pyri"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058302-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/1640bfbb-c88e-440c-b2ad-e5b299c92c4b
title: Onderzoeksrapport GO! Almere : Evaluatie van de brede implementatie van de GO! methode in Almere Muziekwijk Zuidoost
DOI: 10.15468/dl.w67k2p
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Die Nematodenfauna eines Buchenwaldbodens"
 ]
}

 The dataset includes 271 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058303-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13917890
title: Prevalence and risk factors of Acinetobacter baumannii infection in Pediatric Intensive Care Unit at Thammasat University Hospital
DOI: 10.5281/zenodo.13864610
title: Prevalence and risk factors of Acinetobacter baumannii infection in Pediatric Intensive Care Unit at Thammasat University Hospital
DOI: 10.5281/zenodo.13921141
title: Prevalence and risk factors of Acinetobacter baumannii infection in Pediatric Intensive Care Unit at Thammasat University Hospital
DOI: 10.5281/zenodo.15205332
title: Prevalence and risk factors of Acinetobacter baumannii infection in Pediatric Intensive Care Unit at Thammasat University Hospital
DOI: 10.60707/mce4-9d80
title: First WDS analyses and close-up x-ray maps of sample 800023-16.
DOI: 10.15468/dl.hxsh2j
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus falciformis (Müller & Henle, 1839)",
 "Year 2010-2024"
 ]
}

 The dataset includes 78 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001001-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ja4v2
title: Occurrence Download

description: A dataset containing 7570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura innoxia Mill.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7570 records from 343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000999-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgxkf3
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Argentina",
 "OccurrenceStatus is Present",
 "TaxonKey is Morchella Dill. ex Pers."
 ]
}

 The dataset includes 144 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001005-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/kc60-ja17
title: First WDS analyses and close-up x-ray maps of sample 800023-16.
DOI: 10.15468/dl.9fx24p
title: Occurrence Download

description: A dataset containing 74634 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lygodium Sw."
 ]
}

 The dataset includes 74634 records from 750 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001004-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3k7ra
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heloderma suspectum cinctum Bogert & Martín Del Campo, 1956"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001006-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfzmap
title: Occurrence Download

description: A dataset containing 126595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (RSPB Big Garden Birdwatch winter sightings in the UK in 2009, BRERC species records from all years at full resolution excluding Notable Species within the last 10 years, Birda - Global Observation Dataset)",
 "OccurrenceStatus is Present",
 "TaxonKey is Corvus Linnaeus, 1758",
 "Year 2001-2024"
 ]
}

 The dataset includes 126595 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001003-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vupm62
title: Occurrence Download

description: A dataset containing 242370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crinia signifera Girard, 1853"
 ]
}

 The dataset includes 242370 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000900-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydywrz
title: Occurrence Download

description: A dataset containing 95939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "Year is 2025",
 "Month is February"
 ]
}

 The dataset includes 95939 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001007-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/gkjh-wt57
title: First WDS analyses and close-up x-ray maps of sample 800023-16.
DOI: 10.15468/dl.daf785
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.6476 17.46929,-75.98532 17.46929,-75.98532 18.76889,-78.6476 18.76889,-78.6476 17.46929))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bunodophoron melanocarpum (Sw.) Wedin"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001009-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/pd6j-tw62
title: First WDS analyses and close-up x-ray maps of sample 800023-16.
DOI: 10.5281/zenodo.14919783
title: Datasets and scripts used in our Communications Physics paper 2025.

description: # Files were saved using pickle in python. This should give you the current python session for each figure. 

# An example to read variables for Fig1 is as such:

import pickle

with open('fig1.pkl', 'rb') as file:    loaded_variables = pickle.load(file)

# loaded_variables is a global dictionary containing all the data for the Fig1 session. 

# Similary, fig2 and fig3 session can you obtained.

# The theory curves in fig5 can be reproduced using the matlab script "fig5.m"
DOI: 10.5281/zenodo.14919784
title: Datasets and scripts used in our Communications Physics paper 2025.

description: # Files were saved using pickle in python. This should give you the current python session for each figure. 

# An example to read variables for Fig1 is as such:

import pickle

with open('fig1.pkl', 'rb') as file:    loaded_variables = pickle.load(file)

# loaded_variables is a global dictionary containing all the data for the Fig1 session. 

# Similary, fig2 and fig3 session can you obtained.

# The theory curves in fig5 can be reproduced using the matlab script "fig5.m"
DOI: 10.60707/zn2h-t293
title: First WDS analyses and close-up x-ray maps of sample 800023-16.
DOI: 10.15468/dl.2ht83g
title: Occurrence Download

description: A dataset containing 1640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abelia chinensis R.Br.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1640 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001015-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha94tg
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abutilon abutiloides (Jacq.) Garcke",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 879 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001016-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n3hu2
title: Occurrence Download

description: A dataset containing 6905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abronia villosa S.Watson",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6905 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001017-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qju3gw
title: Occurrence Download

description: A dataset containing 90177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (Rotherham Biological Records Centre - Non-sensitive Records from all taxonomic groups, Cambridgeshire and Peterborough Environmental Records Centre data, BRERC Notable Species records within the last 10 years, BRERC species records from all years at full resolution excluding Notable Species within the last 10 years, RECORD Aves Data, Birda - Global Observation Dataset, iNaturalist Research-grade Observations, Miscellaneous records held on the Cofnod database, EOD – eBird Observation Dataset)",
 "OccurrenceStatus is Present",
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "Year 2007-2015"
 ]
}

 The dataset includes 90177 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001008-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts9d8n
title: Occurrence Download

description: A dataset containing 37828 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mosquito Alert Dataset"
 ]
}

 The dataset includes 37828 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001014-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/hcc8-0h61
title: First WDS analyses and close-up x-ray maps of sample 800023-16.
DOI: 10.15468/dl.gznz3r
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Batrachyla nibaldoi Formas, 1997"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001019-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjhwc2
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acaena splendens Hook. & Arn.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 128 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001023-250225085111116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.