cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.cwpr4a
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maxillaria cobanensis Schltr."
 ]
}

 The dataset includes 36 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032972-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.23197868.v1
title: Out-of-sample <i>R</i><sup>2</sup>: estimation and inference

description: Out-of-sample prediction is the acid test of predictive models, yet an independent test dataset is often not available for assessment of the prediction error. For this reason, out-of-sample performance is commonly estimated using data splitting algorithms such as cross-validation or the bootstrap. For quantitative outcomes, the ratio of variance explained to total variance can be summarized by the coefficient of determination or in-sample <i>R</i><sup>2</sup>, which is easy to interpret and to compare across different outcome variables. As opposed to in-sample <i>R</i><sup>2</sup>, out-of-sample <i>R</i><sup>2</sup> has not been well defined and the variability on out-of-sample R2̂ has been largely ignored. Usually only its point estimate is reported, hampering formal comparison of predictability of different outcome variables. Here we explicitly define out-of-sample <i>R</i><sup>2</sup> as a comparison of two predictive models, provide an unbiased estimator and exploit recent theoretical advances on uncertainty of data splitting estimates to provide a standard error for R2̂. The performance of the estimators for <i>R</i><sup>2</sup> and its standard error are investigated in a simulation study. We demonstrate our new method by constructing confidence intervals and comparing models for prediction of quantitative <i>Brassica napus</i> and <i>Zea mays</i> phenotypes based on gene expression data. Our method is available in the R-package <i>oosse</i>.
DOI: 10.15468/dl.v65qxm
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong)",
 "TaxonKey is Timelaea maculata (Bremer & Grey, 1853)"
 ]
}

 The dataset includes 87 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117335-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w89cen
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lipochrus acroporinus Humes & Dojiri, 1982"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123310-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq2zzn
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lychnis miqueliana Rohrb. ex Franch. & Sav.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188307-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7d6nw
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pereskia sacharosa Griseb."
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123312-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9w5wh
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conioselinum vaginatum Thell."
 ]
}

 The dataset includes 330 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240777-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpeqw7
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quedenfeldtia trachyblepharus (Boettger, 1874)"
 ]
}

 The dataset includes 465 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117322-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7ackn
title: Occurrence Download

description: A dataset containing 31171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Equidae"
 ]
}

 The dataset includes 31171 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138747-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjkrt9
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dorhynchus thomsoni Thomson, 1873"
 ]
}

 The dataset includes 157 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117381-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze6yv5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris anguifuga Y.T.Zhao & X.J.Xue"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247365-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3z2u9
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus chlorocarpa Lenné & K.Koch"
 ]
}

 The dataset includes 282 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130471-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed75d8
title: Occurrence Download

description: A dataset containing 3492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psychodidae",
 "Country is Australia"
 ]
}

 The dataset includes 3492 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032975-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypjzzd
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rafetus euphraticus (Daudin, 1801)"
 ]
}

 The dataset includes 45 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117324-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxqgz8
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liriopsis pygmaea (Rathke, 1843)"
 ]
}

 The dataset includes 19 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123313-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znk9vg
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dissodactylus latus Griffith, 1987"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117328-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jgwkf
title: Occurrence Download

description: A dataset listing the 949 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora del municipio de Culiacán, Sinaloa"
 ]
}

 The dataset's 949 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240783-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2umwy
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematoxylum campechianum L.",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 477 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138718-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m39v3f
title: Occurrence Download

description: A dataset containing 297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pogonatum microstomum (R.Br. ex Schwägr.) Brid."
 ]
}

 The dataset includes 297 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240788-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wpfas
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Field Museum of Natural History (Zoology) Mammal Collection",
 "OrganismId is 2596652"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066150-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahmx5p
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophryacus undulatus (Jan, 1859)"
 ]
}

 The dataset includes 183 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123314-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9hktt
title: Occurrence Download

description: A dataset containing 626832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Observation, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Galerida malabarica (Scopoli, 1786), Psilopogon viridis (Boddaert, 1783), Anthus nilghiriensis Sharpe, 1885, Aethopyga vigorsii (Sykes, 1832), Leptocoma minima (Sykes, 1832), Dicaeum concolor Jerdon, 1840, Ficedula nigrorufa (Jerdon, 1839), Cyornis pallidipes (Jerdon, 1840), Eumyias albicaudatus (Jerdon, 1840), Sholicola albiventris (Blanford, 1868), Sholicola major (Jerdon, 1841), Zoothera neilgherriensis (Blyth, 1847), Sturnia blythii (Jerdon, 1845), Montecincla cachinnans (Jerdon, 1839), Montecincla jerdoni (Blyth, 1851), Montecincla meridionale, Montecincla fairbanki (Blanford, 1869), Garrulax delesserti (Jerdon, 1839), Argya subrufa (Jerdon, 1839), Brachypodius priocephalus (Jerdon, 1839), Rubigula gularis (Gould, 1836), Schoenicola platyurus (Jerdon, 1841), Dendrocitta leucogastra Gould, 1833, Tephrodornis sylvicola Jerdon, 1839, Psittacula columboides (Vigors, 1830), Psilopogon malabaricus (Blyth, 1847), Ocyceros griseus (Latham, 1790), Treron affinis (Jerdon, 1840), Columba elphinstonii (Sykes, 1832))",
 "Year 1950-2022"
 ]
}

 The dataset includes 626832 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141622-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfpht5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Bromus diandrus Roth"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240753-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6ce6c
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dissodactylus mellitae (Rathbun, 1900)"
 ]
}

 The dataset includes 77 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117330-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26xj68
title: Occurrence Download

description: A dataset containing 619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larix potaninii Batalin",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 619 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264744-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pfjxq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dissonus spinifer Wilson C.B., 1906"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117332-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpx4mg
title: Occurrence Download

description: A dataset containing 3409356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rosales",
 "Year 2000-2020"
 ]
}

 The dataset includes 3409356 records from 709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139236-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgb9n5
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Latouchea fokienensis Franch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0264749-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fatytm
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissocarcinus orbicularis Dana, 1852"
 ]
}

 The dataset includes 617 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123319-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ruyx8j
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.23_1",
 "TaxonKey is Harmonia axyridis (Pallas, 1773)"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117336-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyp6qp
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lespedeza dunnii Schindl."
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247366-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.natdf5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissocarcinus holothuricola (Streets, 1876)"
 ]
}

 The dataset includes 7 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123316-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6n7rj
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Distioculus minor (Scott T., 1894)"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117333-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73bpnx
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lissoporcellana furcillata (Haig, 1965)"
 ]
}

 The dataset includes 92 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123332-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68dhs9
title: Occurrence Download

description: A dataset containing 836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe blossfeldiana Poelln."
 ]
}

 The dataset includes 836 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292498-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4pu46
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Proteocephalus longicollis (Zeder, 1800) Benedict, 1900)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051254-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tre8zn
title: Occurrence Download

description: A dataset containing 62002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Reptilia"
 ]
}

 The dataset includes 62002 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0400147-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtjbfa
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Geometry POLYGON((18.12744 37.46338,25.11475 37.46338,25.11475 43.62122,25.11475 43.92334,18.12744 43.92334,18.12744 37.46338))",
 "HasCoordinate is true",
 "TaxonKey is Tilia L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 93 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009394-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5b3pqr
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrotriton megarhinus (Rabb, 1960)"
 ]
}

 The dataset includes 217 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0309103-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7a24d
title: Occurrence Download

description: A dataset containing 25270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achnatherum miliaceum (L.) P.Beauv."
 ]
}

 The dataset includes 25270 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0269925-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3424v4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom",
 "InstitutionCode is \"EA\"",
 "Year is greater than or equal to 2005",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005442-210914110416597/datasets/export for details.
DOI: 10.15468/dl.ilp0eb
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Narcine maculata (Shaw, 1804)"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009394-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.