cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18503279
title: BEST PRACTICE OF ARTIFICIAL INTELLIGENCE IN LANGUAGE LEARNING

description: The article shows how artificial intelligence is transforming language education, highlighting its capacity to modernize conventional teaching methods and enhance student engagement, effectiveness, and learning outcomes.
DOI: 10.5281/zenodo.18503278
title: BEST PRACTICE OF ARTIFICIAL INTELLIGENCE IN LANGUAGE LEARNING

description: The article shows how artificial intelligence is transforming language education, highlighting its capacity to modernize conventional teaching methods and enhance student engagement, effectiveness, and learning outcomes.
DOI: 10.5281/zenodo.18502734
title: Modeled tritium data from the year 1952 with MIROC5-iso

description: This dataset includes bomb-tritium and natural values modeled by MIROC5-iso. In addtion, other variables such as d18O and d-excess in precipitation, 2m air temperature, precipitation amount, latent heat flux, and u and v component of vertically integrated water transport are included.

Two simuations have been performed, one nudged to JRA-55 dataset for the period 1958-2021, and another one nudged to ERA5 reanalyses for the period 1952-2024. The bomb-tritium was set as an input to MIROC5-iso and modeled following Cauquoin et al., 2016 (https://doi.org/10.1002/2016JD025484) with LMDZ-iso.

For those who are not familiar with netcdf files, it is possible to use an extractor at https://github.com/acauquoin/extractor_tritium_miroc5.
DOI: 10.5281/zenodo.18502735
title: Modeled tritium data from the year 1952 with MIROC5-iso

description: This dataset includes bomb-tritium and natural values modeled by MIROC5-iso. In addtion, other variables such as d18O and d-excess in precipitation, 2m air temperature, precipitation amount, latent heat flux, and u and v component of vertically integrated water transport are included.

Two simuations have been performed, one nudged to JRA-55 dataset for the period 1958-2021, and another one nudged to ERA5 reanalyses for the period 1952-2024. The bomb-tritium was set as an input to MIROC5-iso and modeled following Cauquoin et al., 2016 (https://doi.org/10.1002/2016JD025484) with LMDZ-iso.

For those who are not familiar with netcdf files, it is possible to use an extractor at https://github.com/acauquoin/extractor_tritium_miroc5.
DOI: 10.15468/dl.gegg6t
title: Occurrence Download

description: A dataset containing 13498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.455950133610717 48.22959982489137, 16.59522881296117 48.221349638055365, 16.60751297471701 48.315100989696305, 16.4679783261995 48.323368852623425, 16.455950133610717 48.22959982489137))"
 ]
}

 The dataset includes 13498 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016026-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/axfrpb
title: Financial and Health Diaries 2012-2013: A year-long weekly panel of farming households in Nigeria and Kenya

description: The Financial and Health Diaries capture high-detail high-frequency data on how low-income households in developing countries manage money and make spending choices around healthcare. The data provide detailed weekly information on individuals’ financial activities, health events and interactions with healthcare providers.
description: See the User Guide under "Files" for a detailed description of the dataset as well as three working examples.
description: For general project inquiries, please contact Wendy Janssens (w.janssens@vu.nl) or Berber Kramer (b.kramer@cgiar.org). For data inquiries, please contact Mike Murphy (m.murphy@cgiar.org).
DOI: 10.5281/zenodo.15497674
title: Input data for DROMA_DB

description: Input data made from: mugpeng/DROMA_DB: Sqlite db and DromaSet obj for Drug Response Omics association MAp. (DROMA)

Use the database and relavent package from: mugpeng/DROMA_Set: DROMASet is a comprehensive R package for managing and analyzing drug response and omics data across multiple projects. It provides a robust framework for handling complex multi-omics datasets with integrated drug sensitivity information, enabling seamless cross-project comparisons and analyses.

droma.sqlite includes:






project_name



dataset_type



data_types



sample_count



drug_count





CCLE



CellLine



cnv,drug,fusion,mRNA,meth,mutation_gene,mutation_site,proteinms,proteinrppa



1489



24





CTRP1



CellLine



drug



241



354





CTRP2



CellLine



drug



832



481





FIMM



CellLine



drug



50



52





GDSC1



CellLine



drug



988



304





GDSC2



CellLine



drug



810



169





GDSC



CellLine



cnv,mRNA,mutation_gene,mutation_site



1024



0





GRAY



CellLine



drug



71



106





NCI60



CellLine



drug,mRNA



162



54773





PDTXBreast



PDC



drug



37



98





Prism



CellLine



drug



480



1448





Tavor



PDC



drug,mRNA



53



46





UHNBreast



CellLine



drug



57



8





UMPDO1



PDO



drug,mRNA



112



49





UMPDO2



PDO



drug,mRNA



39



49





UMPDO3



PDO



drug,mRNA



42



48





Xeva



PDX



cnv,drug,mRNA,mutation_gene



268



38





gCSI



CellLine



cnv,drug,mutation_gene



581



44
DOI: 10.15468/dl.mhx7qs
title: Occurrence Download

description: A dataset containing 1193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cocos nucifera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1193 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016027-260129131611470/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.31276621
title: Forecast uploaded on January 6 February the performance of Tesla stock ("On February 10, 2026, the Tesla stock will be higher than on February 06, 2026?")

description: These data concern the collection of predictions about a specific financial event. The data were collected using two different prediction market methods: a traditional approach and a method currently under development and testing, referred to as the “intuition market”.
DOI: 10.6084/m9.figshare.31276621.v1
title: Forecast uploaded on January 6 February the performance of Tesla stock ("On February 10, 2026, the Tesla stock will be higher than on February 06, 2026?")

description: These data concern the collection of predictions about a specific financial event. The data were collected using two different prediction market methods: a traditional approach and a method currently under development and testing, referred to as the “intuition market”.
DOI: 10.5281/zenodo.18503212
title: Non-double-couple events in Tottori

description: Information on non–double-couple events and the code used for verification.
DOI: 10.5281/zenodo.15392760
title: Input data for DROMA_DB

description: Input data for mugpeng/DROMA_DB: Drug Response Omics association MAp. (DROMA)01: omics data, 02: drug data, 03: anno data for samples and drugs, 04: sampled test data.
DOI: 10.34740/kaggle/dsv/14750788
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.t8sqqm
title: Occurrence Download

description: A dataset containing 3392920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arenaria serpyllifolia, Arnebia decumbens, Arnebia linearifolia, Avena sterilis, Bassia arabica, Brachypodium distachyon, Buglossoides tenuiflora, Citrullus colocynthis, Crithopsis delileana, Euclidium syriacum, Gypsophila elegans, Gypsophila pilosa, Henrardia pubescens, Hordeum murinum, Lepidium perfoliatum, Lolium rigidum, Phragmites australis, Polygonum corrigioloides, Salvia absconditiflora, Secale cereale, Secale strictum, Suaeda fruticosa, Triticum turgidum dicoccum, Vicia ervilia, Zygophyllum fabago, Aizoanthemopsis hispanica, Hordeum spontaneum, Prosopis farcta, Triticum monococcum aegilopoides, Triticum aestivum spelta, Triticum durum, Bolboschoenus glaucus, Hordeum bulbosum, Bolboschoenus maritimus, Bromus sterilis, Buglossoides arvensis, Carex divisa, Chenopodium album, Vicia orientalis, Lathyrus oleraceus, Cicer reticulatum, Ficus carica, Pistacia atlantica, Vitis sylvestris, Ammi majus, Vicia narbonensis, Aegilops crassa, Androsace maxima, Lathyrus sativus, Poa bulbosa, Vicia faba, Taeniatherum caput-medusae, Lathyrus aphaca, Linum bienne, Medicago radiata, Salsola kali, Atriplex prostrata, Verbena officinalis, Gypsophila vaccaria, Capparis spinosa, Fumaria densiflora, Lolium temulentum, Rumex pulcher, Phalaris paradoxa, Polygonum arenarium arenarium, Triticum urartu, Aegilops speltoides, Aegilops tauschii)",
 "Geometry POLYGON ((-30 0, 90 0, 90 60, -30 60, -30 0))",
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 3392920 records from 4769 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007320-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfcqna
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mentzelia laciniata"
 ]
}

 The dataset includes 148 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008042-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85hrtc
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Notoseris rhombiformis C.Shih"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281796-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6jtxv
title: Occurrence Download

description: A dataset containing 1254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is WUR-Alterra",
 "TaxonKey is Plantae",
 "HasCoordinate is TRUE",
 {
 "or" : [
 "Country is Albania",
 "Country is Austria",
 "Country is Bosnia and Herzegovina",
 "Country is Belgium",
 "Country is Bulgaria",
 "Country is Belarus",
 "Country is Switzerland",
 "Country is Cyprus",
 "Country is Czechia",
 "Country is Germany",
 "Country is Denmark",
 "Country is Estonia",
 "Country is Spain",
 "Country is Finland",
 "Country is France",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Greece",
 "Country is Croatia",
 "Country is Hungary",
 "Country is Ireland",
 "Country is Iceland",
 "Country is Italy",
 "Country is Lithuania",
 "Country is Luxembourg",
 "Country is Latvia",
 "Country is Moldova, Republic of",
 "Country is Montenegro",
 "Country is Malta",
 "Country is North Macedonia",
 "Country is Netherlands",
 "Country is Norway",
 "Country is Poland",
 "Country is Portugal",
 "Country is Romania",
 "Country is Serbia",
 "Country is Russian Federation",
 "Country is Sweden",
 "Country is Slovenia",
 "Country is Slovakia",
 "Country is Ukraine"
 ]
 }
 ]
}

 The dataset includes 1254 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009891-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kh76w7
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romerolagus diazi (Ferrari-Pérez, 1893)"
 ]
}

 The dataset includes 436 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275184-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y05orl
title: Occurrence Download

description: A dataset containing 145603 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phainopepla nitens (Swainson, 1838)"
 ]
}

 The dataset includes 145603 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009892-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvdxgp
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenobalanus globicipitis Steenstrup, 1852"
 ]
}

 The dataset includes 105 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0134735-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbyvaz
title: Occurrence Download

description: A dataset containing 1325911 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Czechia",
 "Country is Denmark",
 "Country is Germany",
 "Country is Hungary",
 "Country is Poland",
 "Country is Romania"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1798-1980"
 ]
}

 The dataset includes 1325911 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292668-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcrc79
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Acarospora placodiiformis H.Magn."
 ]
}

 The dataset includes 71 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228061-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ljldkj
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stryphnodendron racemiferum (Ducke) W.A.Rodrigues"
 ]
}

 The dataset includes 98 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009892-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjene4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lichonycteris degener Miller, 1931"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0273672-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8ebsn
title: Occurrence Download

description: A dataset containing 28199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 28199 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0281804-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xajn3c
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aglaia basiphylla A.Gray"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007684-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tx67j
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gaertnera rotundifolia Bojer)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279668-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggkchm
title: Occurrence Download

description: A dataset containing 28186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is ZRC-SAZU",
 "TaxonKey is Plantae",
 "HasCoordinate is TRUE",
 {
 "or" : [
 "Country is Albania",
 "Country is Austria",
 "Country is Bosnia and Herzegovina",
 "Country is Belgium",
 "Country is Bulgaria",
 "Country is Belarus",
 "Country is Switzerland",
 "Country is Cyprus",
 "Country is Czechia",
 "Country is Germany",
 "Country is Denmark",
 "Country is Estonia",
 "Country is Spain",
 "Country is Finland",
 "Country is France",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Greece",
 "Country is Croatia",
 "Country is Hungary",
 "Country is Ireland",
 "Country is Iceland",
 "Country is Italy",
 "Country is Lithuania",
 "Country is Luxembourg",
 "Country is Latvia",
 "Country is Moldova, Republic of",
 "Country is Montenegro",
 "Country is Malta",
 "Country is North Macedonia",
 "Country is Netherlands",
 "Country is Norway",
 "Country is Poland",
 "Country is Portugal",
 "Country is Romania",
 "Country is Serbia",
 "Country is Russian Federation",
 "Country is Sweden",
 "Country is Slovenia",
 "Country is Slovakia",
 "Country is Ukraine"
 ]
 }
 ]
}

 The dataset includes 28186 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009892-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44u6ej
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arcitalitrus dorrieni (Hunt, 1925))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 586 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051015-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdknd6
title: Occurrence Download

description: A dataset containing 34470 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Geometry POLYGON((20.31464 46.19476,22.91107 46.15814,22.91107 47.84637,20.36957 47.80975,20.31464 46.19476))",
 "Month is May",
 "OccurrenceStatus is Present",
 "Year 2010-2021"
 ]
}

 The dataset includes 34470 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034076-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttmipb
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is United States National Plant Germplasm System Collection",
 "TaxonKey is Paspalum notatum Flüggé"
 ]
}

 The dataset includes 178 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002742-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur2nen
title: Occurrence Download

description: A dataset containing 9158651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9158651 records from 2838 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050962-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy0btk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011533-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xlfygm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010493-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aknlx5
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013436-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7e27e
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is one of (nhmuk, usnm)",
 "TaxonKey is Sarotherodon caroli (Holly, 1930)"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0212840-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3ekt3
title: Occurrence Download

description: A dataset containing 14052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((109.58006 -39.91041,120.89742 -39.91041,120.89742 -18.3932,109.58006 -18.3932,109.58006 -39.91041))",
 "OccurrenceStatus is Present",
 "TaxonKey is Panulirus cygnus George, 1962"
 ]
}

 The dataset includes 14052 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071641-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.