cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w5ah7a
title: Occurrence Download

description: A dataset containing 16326 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bryophyte Herbarium (H): V. F. Brotherus Herbarium (H-BR)"
 ]
}

 The dataset includes 16326 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066986-250525065834625/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.29390120
title: There are five documents included. The first PDF document contains the data analysis scripts and the analysis statement from the educational authority that regulates the research. Each page in this document is stamped for verification purposes. The second TXT document contains the data analysis scripts obtained from R program. The script is exactly the same as the one included in the first document. The third PDF document contains the official statement on the data access and confidentiality, with official stamp for verification. Due to ethical considerations and the regulation of local educational policies, the raw dataset for the study cannot be shared but can be accessed on-site with the educational authority. The last two documents are the speaking tasks used in the study, including a text presentation of task instructions and a test instruction recording.

description: The data analysis transcript is specifically for the study titled "What Shapes Automated Ratings in Computer-Based English Speaking Tests? Perspectives from Analytic Complexity, Accuracy, Fluency, and Pronunciation Indices". This study adopts a quantitative, correlational research design to investigate the extent to which various linguistic features—namely Complexity, Accuracy, Fluency, and Pronunciation (CAFP)—predict Automated Ratings (ARs) in China’s Computer-Based English Speaking Test (CBEST) administered during Zhongkao. The aim is to uncover how these linguistic indices influence machine-generated scores and to evaluate the validity and fairness of automated assessment systems in high-stakes educational contexts.<br>The CBEST format used in this study includes three task types: Reading-Aloud, Communicative Question & Answer, and Response to a Topic. These tasks are scored using an integrated system developed by iFlytek, which combines automatic speech recognition (ASR), deep learning models, and benchmarked manual expert evaluation. The assessment model has been officially recognized and is widely adopted in Chinese provinces for junior secondary school students.
DOI: 10.6084/m9.figshare.29390120.v1
title: There are five documents included. The first PDF document contains the data analysis scripts and the analysis statement from the educational authority that regulates the research. Each page in this document is stamped for verification purposes. The second TXT document contains the data analysis scripts obtained from R program. The script is exactly the same as the one included in the first document. The third PDF document contains the official statement on the data access and confidentiality, with official stamp for verification. Due to ethical considerations and the regulation of local educational policies, the raw dataset for the study cannot be shared but can be accessed on-site with the educational authority. The last two documents are the speaking tasks used in the study, including a text presentation of task instructions and a test instruction recording.

description: The data analysis transcript is specifically for the study titled "What Shapes Automated Ratings in Computer-Based English Speaking Tests? Perspectives from Analytic Complexity, Accuracy, Fluency, and Pronunciation Indices". This study adopts a quantitative, correlational research design to investigate the extent to which various linguistic features—namely Complexity, Accuracy, Fluency, and Pronunciation (CAFP)—predict Automated Ratings (ARs) in China’s Computer-Based English Speaking Test (CBEST) administered during Zhongkao. The aim is to uncover how these linguistic indices influence machine-generated scores and to evaluate the validity and fairness of automated assessment systems in high-stakes educational contexts.<br>The CBEST format used in this study includes three task types: Reading-Aloud, Communicative Question & Answer, and Response to a Topic. These tasks are scored using an integrated system developed by iFlytek, which combines automatic speech recognition (ASR), deep learning models, and benchmarked manual expert evaluation. The assessment model has been officially recognized and is widely adopted in Chinese provinces for junior secondary school students.
DOI: 10.15468/dl.c30byh
title: Occurrence Download

description: A dataset containing 4675 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis yumanensis (H.Allen, 1864)"
 ]
}

 The dataset includes 4675 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmxmkv
title: Occurrence Download

description: A dataset containing 27047 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Sweden",
 "Country is Finland",
 "Country is Norway"
 ]
 },
 "Year 1990-2018",
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Campanula persicifolia L.",
 "TaxonKey is Campanula latifolia L."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 27047 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0pt7r8
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "TaxonKey is Bombus ruderarius (Müller, 1776)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 498 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018748-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73mec3
title: Occurrence Download

description: A dataset containing 12195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nerodia sipedon (Linnaeus, 1758)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 12195 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026657-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scyqul
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.71625 41.51269,-69.85931 41.51269,-69.85931 42.11045,-70.71625 42.11045,-70.71625 41.51269))",
 "HasCoordinate is true",
 "TaxonKey is Canis latrans Say, 1823"
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033171-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smoiqs
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bacteria",
 "DecimalLatitude is greater than 38.5325062209406",
 "DecimalLatitude is less than 39.411184795743",
 "DecimalLongitude is greater than -77.4608257868365",
 "DecimalLongitude is less than -76.4108321046777"
 ]
}

 The dataset includes 387 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hjkzt
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chusquea longiligulata (Soderstr. & C.E.Calderón) L.G.Clark"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050150-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g74r8
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.36096 4.54357,-74.70154 4.68593,-74.98718 4.41214,-74.63562 4.1492,-74.36096 4.54357))",
 "TaxonKey is Galbula ruficauda Cuvier, 1816",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 148 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070226-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86zcf6
title: Occurrence Download

description: A dataset containing 91578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "Year 2015-2020",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Turdus merula Linnaeus, 1758"
 ]
}

 The dataset includes 91578 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016272-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.457t7c
title: Occurrence Download

description: A dataset containing 2261 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of the Wine Microorganism Culture Collection"
 ]
}

 The dataset includes 2261 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050204-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mhgpy
title: Occurrence Download

description: A dataset containing 1183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Australia",
 "Year 2015-2020",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Emblema pictum Gould, 1842"
 ]
}

 The dataset includes 1183 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016273-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdvdex
title: Occurrence Download

description: A dataset containing 5019 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Falco novaeseelandiae J.F.Gmelin, 1788"
 ]
}

 The dataset includes 5019 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003922-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uybvj
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coursetia greenmanii (Millsp.) R.Duno & Carnevali"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.docz0c
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus sieversii (Ledeb.) M.Roem."
 ]
}

 The dataset includes 137 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022462-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mifj6
title: Occurrence Download

description: A dataset containing 313571 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zonotrichia capensis (P.L.S.Müller, 1776)"
 ]
}

 The dataset includes 313571 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.12217
title: Chandra X-ray Observatory ObsId 12217

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.qpou1e
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trigonella emodi Benth."
 ]
}

 The dataset includes 139 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034772-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwjfg1
title: Occurrence Download

description: A dataset containing 9645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gracupica nigricollis (Paykull, 1807)"
 ]
}

 The dataset includes 9645 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9x5rh
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Asplenium oligophlebium Baker",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008053-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aibgbm
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Lindernia dubia (L.) Pennell"
 ]
}

 The dataset includes 375 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022464-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ouglgg
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipterocarpus hasseltii Blume"
 ]
}

 The dataset includes 223 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtadgj
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sceloporus carinatus Smith, 1936"
 ]
}

 The dataset includes 292 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008063-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.16185
title: Chandra X-ray Observatory ObsId 16185

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.g7kf39
title: Occurrence Download

description: A dataset containing 3666485 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Saxifragales"
 ]
}

 The dataset includes 3666485 records from 2032 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078333-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkayru
title: Occurrence Download

description: A dataset containing 4829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingCountry is Colombia",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 4829 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011991-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svxg4v
title: Occurrence Download

description: A dataset containing 434 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 Macrocephalon maleo S.Müller, 1846"
 ]
}

 The dataset includes 434 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002247-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgtsds
title: Occurrence Download

description: A dataset containing 11217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.74854 59.74725,26.74854 55.5067,29.58095 52.7701,34.8209 49.48335,37.37007 46.25473,37.93655 42.51179,45.58404 40.81922,52.9483 40.17306,49.83265 44.96693,51.24886 49.75859,60.73742 48.92819,64.98603 52.42603,71.0757 52.68434,78.15672 50.66485,82.83019 47.03253,96.1425 48.08376,104.35648 48.17828,115.82773 47.70393,122.05902 51.20037,125.45791 47.51297,128.00708 42.92798,133.95513 40.17306,145.99286 40.81923,148.96688 47.60854,147.6923 55.58682,153.78197 49.66702,163.41215 51.72974,177.00771 59.46063,188.7622 63.63652,191.73622 66.49903,187.34599 70.72093,178.14067 73.61989,138.86719 78.20656,93.86719 82.76537,40.42969 69.90011,32.04114 70.49874,28.92812 69.0058,29.42337 67.94163,28.64511 66.0917,29.84787 64.00358,29.35262 62.07993,26.74854 59.74725))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Filipendula ulmaria (L.) Maxim."
 ]
}

 The dataset includes 11217 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240135-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4qq2d
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Senna alata (L.) Roxb."
 ]
}

 The dataset includes 401 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011992-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvdaq8
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ischnochiton maorianus Iredale, 1914",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 617 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056148-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pd4qd
title: Occurrence Download

description: A dataset containing 1655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsophila spinulosa (Wall. ex Hook.) R.M.Tryon"
 ]
}

 The dataset includes 1655 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231051-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb9n6p
title: Occurrence Download

description: A dataset containing 217536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is Insekten Sachsen"
 ]
}

 The dataset includes 217536 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011983-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2trn9u
title: Occurrence Download

description: A dataset containing 93070 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus ilex L."
 ]
}

 The dataset includes 93070 records from 404 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325486-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fujkj
title: Occurrence Download

description: A dataset containing 1871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 1871 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011985-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9q8qty
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia pelargoniiflora J.J.De Wild. & J.C.Arends"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056146-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.