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

description: A dataset containing 39068039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carduelis carduelis (Linnaeus, 1758), Carpodacus roseus (Pallas, 1776), Carpodacus rubicilloides Przewalski, 1876, Carpodacus sibiricus (Pallas, 1773), Catharus guttatus (Pallas, 1811), Cettia cetti (Temminck, 1820), Chaimarrornis leucocephalus (Vigors, 1831), Chalcomitra senegalensis (Linnaeus, 1766), Chloris ambigua (Oustalet, 1896), Chloris chloris (Linnaeus, 1758), Chloris sinica (Linnaeus, 1766), Chloris spinoides (Vigors, 1831), Chloropsis aurifrons (Temminck, 1829), Chloropsis cochinchinensis (Gmelin, 1789), Chloropsis hardwickii Jardine & Selby, 1830, Chrysomma sinense (Gmelin, 1789), Chrysomus icterocephalus (Linnaeus, 1766), Cinclocerthia ruficauda (Gould, 1836), Cinclosoma ajax (Temminck, 1836), Cinclus cinclus (Linnaeus, 1758), Cinnyricinclus leucogaster (Boddaert, 1783), Cinnyris asiaticus (Latham, 1790), Cinnyris jugularis (Linnaeus, 1766), Cinnyris osea Bonaparte, 1856, Cinnyris venustus (Shaw, 1799), Cissa chinensis (Boddaert, 1783), Cisticola cherina (A.Smith, 1843), Coccopygia melanotis (Temminck, 1823), Coccothraustes coccothraustes (Linnaeus, 1758), Coereba flaveola (Linnaeus, 1758), Coloeus monedula (Linnaeus, 1758), Copsychus malabaricus (Scopoli, 1786), Copsychus saularis (Linnaeus, 1758), Copsychus sechellarum A.Newton, 1865, Corvus albicollis Latham, 1790, Corvus albus Statius Muller, 1776, Corvus brachyrhynchos C.L.Brehm, 1822, Corvus corax Linnaeus, 1758, Corvus corone Linnaeus, 1758, Corvus frugilegus Linnaeus, 1758, Corvus macrorhynchos Wagler, 1827, Corvus moneduloides Lesson, 1831, Corvus ruficollis Lesson, 1831, Corvus splendens Vieillot, 1817, Cossypha heuglini Hartlaub, 1866, Creatophora cinerea (Meuschen, 1787), Crithagra atrogularis (A.Smith, 1836), Crithagra dorsostriata Reichenow, 1887, Crithagra flaviventris (J.F.Gmelin, 1789), Crithagra frontalis (Reichenow, 1904), Crithagra gularis (A.Smith, 1836), Crithagra leucopygia Sundevall, 1850, Crithagra mozambica (P.L.Statius Müller, 1776), Crithagra sulphurata (Linnaeus, 1766), Cryptospiza reichenovii (Hartlaub, 1874), Cyanerpes caeruleus (Linnaeus, 1758), Cyanerpes cyaneus (Linnaeus, 1766), Cyanistes caeruleus (Linnaeus, 1758))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39068039 records from 2126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256906-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/dfbe6de4-d559-49cd-a7c6-9bebe5d43d50
title: Supplementary data for the paper 'Putting ChatGPT Vision (GPT-4V) to the test: Risk perception in traffic images'

description: Vision-language models are of interest in various domains, including automated driving, where computer vision techniques can accurately detect road users, but where the vehicle sometimes fails to understand context. This study examined the effectiveness of GPT-4V in predicting the level of ‘risk’ in traffic images as assessed by humans. We used 210 static images taken from a moving vehicle, each previously rated by approximately 650 people. Based on psychometric construct theory and using insights from the self-consistency prompting method, we formulated three hypotheses: 1) repeating the prompt under effectively identical conditions increases validity, 2) varying the prompt text and extracting a total score increases validity compared to using a single prompt, and 3) in a multiple regression analysis, the incorporation of object detection features, alongside the GPT-4V-based risk rating, significantly contributes to improving the model’s validity. Validity was quantified by the correlation coefficient with human risk scores, across the 210 images. The results confirmed the three hypotheses. The eventual validity coefficient was r = 0.83, indicating that population-level human risk can be predicted using AI with a high degree of accuracy. The findings suggest that GPT-4V must be prompted in a way equivalent to how humans fill out a multi-item questionnaire.
DOI: 10.4121/dfbe6de4-d559-49cd-a7c6-9bebe5d43d50.v1
title: Supplementary data for the paper 'Putting ChatGPT Vision (GPT-4V) to the test: Risk perception in traffic images'

description: Vision-language models are of interest in various domains, including automated driving, where computer vision techniques can accurately detect road users, but where the vehicle sometimes fails to understand context. This study examined the effectiveness of GPT-4V in predicting the level of ‘risk’ in traffic images as assessed by humans. We used 210 static images taken from a moving vehicle, each previously rated by approximately 650 people. Based on psychometric construct theory and using insights from the self-consistency prompting method, we formulated three hypotheses: 1) repeating the prompt under effectively identical conditions increases validity, 2) varying the prompt text and extracting a total score increases validity compared to using a single prompt, and 3) in a multiple regression analysis, the incorporation of object detection features, alongside the GPT-4V-based risk rating, significantly contributes to improving the model’s validity. Validity was quantified by the correlation coefficient with human risk scores, across the 210 images. The results confirmed the three hypotheses. The eventual validity coefficient was r = 0.83, indicating that population-level human risk can be predicted using AI with a high degree of accuracy. The findings suggest that GPT-4V must be prompted in a way equivalent to how humans fill out a multi-item questionnaire.
DOI: 10.15468/dl.94m8hp
title: Occurrence Download

description: A dataset containing 21378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "Geometry POLYGON((109 20,118 20,118 29,109 29,109 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21378 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045658-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qv6wv8
title: Occurrence Download

description: A dataset containing 2372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Piciformes",
 "Geometry POLYGON((-100.349121 19.787380,-99.569091 19.973348,-99.261474 20.632784,-98.898925 21.207458,-98.920898 21.728885,-99.810791 21.830906,-100.316162 21.616579,-100.722656 20.930658,-100.953369 20.776659,-100.799560 20.241582,-100.349121 19.787380))"
 ]
}

 The dataset includes 2372 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089601-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ww7fpb
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Guatemala",
 "Country is Belize",
 "Country is El Salvador",
 "Country is Honduras",
 "Country is Nicaragua",
 "Country is Costa Rica",
 "Country is Panama"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Petroselinum crispum (Mill.) Fuss"
 ]
}

 The dataset includes 148 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045663-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7xcj4
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eumops trumbulli (Thomas, 1901)",
 "Country is Colombia"
 ]
}

 The dataset includes 43 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089604-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spnb78
title: Occurrence Download

description: A dataset containing 4857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kunzea ambigua (Sm.) Druce",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4857 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045667-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kszb9
title: Occurrence Download

description: A dataset containing 933208 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas Flora Danica"
 ]
}

 The dataset includes 933208 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014041-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kvnud
title: Occurrence Download

description: A dataset containing 26143 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Partial Amphibians Collection"
 ]
}

 The dataset includes 26143 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089612-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an3lrv
title: Occurrence Download

description: A dataset containing 1249 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros Primates Neotropicales Convocatoria APC"
 ]
}

 The dataset includes 1249 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045680-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3t6em
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratophyllus farreni chaoi Smit & Allan, 1955",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009140-231120084113126/datasets/export for details.
DOI: 10.15468/dl.3kkmki
title: Occurrence Download

description: A dataset containing 35761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myioborus pictus (Swainson, 1829)"
 ]
}

 The dataset includes 35761 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089614-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qumy87
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pulex fringillae Walker, 1856",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009131-231120084113126/datasets/export for details.
DOI: 10.15468/dl.sa7wpd
title: Occurrence Download

description: A dataset containing 20027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus salmoides (Lacepède, 1802)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20027 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045696-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt6dsj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratophyllus affinis affinis",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009115-231120084113126/datasets/export for details.
DOI: 10.15468/dl.t6qedg
title: Occurrence Download

description: A dataset containing 19390757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2017",
 "HasCoordinate is true",
 "TaxonKey is Insecta",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19390757 records from 2004 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089616-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.imyueh
title: Occurrence Download

description: A dataset containing 9535 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NeoWild Brownsberg Nature Park Camera trap Monitoring 2016-2017"
 ]
}

 The dataset includes 9535 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010132-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xs6yc
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Figure 5) Foraminiferal abundance and sea surface temperature of sediment core MD95-2011"
 ]
}

 The dataset includes 156 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028632-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jpxrj
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-133.83707 25.85786,-63.16293 25.85786,-63.16293 54.14214,-133.83707 54.14214,-133.83707 25.85786))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dalea candida var. candida"
 ]
}

 The dataset includes 386 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118188-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mae7sq
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Primula sikkimensis Hook."
 ]
}

 The dataset includes 80 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152369-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jb7e9g
title: Occurrence Download

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leplaea cedrata (A.Chev.) E.J.M.Koenen & J.J.de Wilde"
 ]
}

 The dataset includes 639 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152094-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e393xw
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ribes nigrum L."
 ]
}

 The dataset includes 192 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056147-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbpaym
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Greece Plant Collection Menalon"
 ]
}

 The dataset includes 94 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010127-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cepf75
title: Occurrence Download

description: A dataset containing 4089 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Moringa oleifera Lam."
 ]
}

 The dataset includes 4089 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120311-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6jwr5
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saxifraga ×urbium D.A.Webb)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 453 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056146-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpbjx7
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camptocarpus Decne."
 ]
}

 The dataset includes 459 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199315-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3a5is
title: Occurrence Download

description: A dataset containing 1871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1989-2019",
 "HasCoordinate is true",
 "TaxonKey is Bubalus bubalis (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1871 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021149-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a27sr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euglenophyceae",
 "HasCoordinate is true",
 "Country is one of (Netherlands)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199448-210914110416597/datasets/export for details.
DOI: 10.15468/dl.nlbtci
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "TaxonKey is Nasalis larvatus (van Wurmb, 1787)"
 ]
}

 The dataset includes 152 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009495-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72qwsu
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium traubii T.M.Howard"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180693-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw5879
title: Occurrence Download

description: A dataset containing 1854917 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anas platyrhynchos Linnaeus, 1758, Calidris maritima (Brünnich, 1764), Melanocorypha leucoptera (Pallas, 1811), Oenanthe xanthoprymna (Hemprich & Ehrenberg, 1833), Phoenicopterus roseus Pallas, 1811)",
 "Continent is one of (Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1854917 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0329115-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acinu0
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alcantarea geniculata (Wawra) J.R.Grant"
 ]
}

 The dataset includes 125 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009495-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ay7fhh
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myracrodruon balansae (Engl.) Santin"
 ]
}

 The dataset includes 282 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019688-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ph4rbg
title: Occurrence Download

description: A dataset listing the 6 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.43726 41.73648,-91.53843 41.56229,-86.6193 42.27375,-85.26661 48.99734,-91.20506 49.17632,-99.91173 49.30834,-99.43726 41.73648))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canthon Hoffmannsegg, 1817"
 ]
}

 The dataset's 6 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153567-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdny6p
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Brickellia jaliscensis Mc Vaugh"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153571-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.