cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0187530.10fu
title: SH0187530.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0187531.10fu
title: SH0187531.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0187532.10fu
title: SH0187532.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0187533.10fu
title: SH0187533.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0187534.10fu
title: SH0187534.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0187535.10fu
title: SH0187535.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.nm4394
title: Occurrence Download

description: A dataset containing 6526 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Basilinna xantusii (Lawrence, 1861)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 6526 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021558-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfvzhu
title: Occurrence Download

description: A dataset containing 6469 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 Chalcostigma herrani (Delattre & Bourcier, 1846)"
 ]
}

 The dataset includes 6469 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032319-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvzrfm
title: Occurrence Download

description: A dataset containing 18671 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amazona ochrocephala (Gmelin, 1788)"
 ]
}

 The dataset includes 18671 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012831-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cj37x5
title: Occurrence Download

description: A dataset containing 287 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 Breviceps mossambicus Peters, 1854"
 ]
}

 The dataset includes 287 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044584-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2jt3n
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinops griffithianus Boiss."
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032342-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4zz5z
title: Occurrence Download

description: A dataset containing 5944 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Figure 6) Distribution of benthic foraminifers in middle-upper and Quaternary in DSDP Site 71-512"
 ]
}

 The dataset includes 5944 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010181-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2djdd
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microthlaspi erraticum (Jord.) Tahir Ali & Thines"
 ]
}

 The dataset includes 83 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044583-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5wdjm
title: Occurrence Download

description: A dataset containing 4304 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 Prunella atrogularis (Brandt, 1843)"
 ]
}

 The dataset includes 4304 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032346-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qoga5
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birdrace-Brut-Wetteraukreis"
 ]
}

 The dataset includes 128 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010181-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucubj8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microptilotis reticulatus (Temminck, 1820)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000042-240321170329656/datasets/export for details.
DOI: 10.15468/dl.jgzsmp
title: Occurrence Download

description: A dataset containing 2590 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 Pitta cyanea Blyth, 1843"
 ]
}

 The dataset includes 2590 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032359-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmjfb6
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Nepal",
 {
 "or" : [
 "License is CC-BY-NC 4.0",
 "License is CC0 1.0",
 "License is CC-BY 4.0"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Heterophasia capistrata (Vigors, 1831)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 242 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010181-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a26uz
title: Occurrence Download

description: A dataset containing 913 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Heliothryx auritus (J.F.Gmelin, 1788))"
 ]
}

 The dataset includes 913 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021529-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qdekm
title: Occurrence Download

description: A dataset containing 2897776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence, Material sample, Material citation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 1988-1988"
 ]
}

 The dataset includes 2897776 records from 438 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032321-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdkbal
title: Occurrence Download

description: A dataset containing 3735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mormoops megalophylla (Peters, 1864)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3735 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010182-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6uy6w
title: Occurrence Download

description: A dataset containing 23518 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calystegia soldanella (L.) R.Br."
 ]
}

 The dataset includes 23518 records from 522 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032336-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mxdnv
title: Occurrence Download

description: A dataset containing 848426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.8796086666666671 48.58410666666667, 35.924964333333335 48.58410666666667, 35.924964333333335 65.67073733333334, 1.8796086666666671 65.67073733333334, 1.8796086666666671 48.58410666666667))",
 "EventDate is 2018-12-01,2018-12-31"
 ]
}

 The dataset includes 848426 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021537-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spktmk
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birdrace-Buteo1_DO-Dortmund"
 ]
}

 The dataset includes 95 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010182-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw3ew8
title: Occurrence Download

description: A dataset containing 4135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alangium platanifolium (Siebold & Zucc.) Harms)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4135 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069403-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.20683.11041
title: Mail belt from Vimose: a 3D reconstruction of the rings
DOI: 10.13140/rg.2.2.34734.02887
title: Pashtun loyalty to Pakistan was never the issue so why beat a nonsense tune now on social media
DOI: 10.13140/rg.2.2.28514.66248
title: MENGEMBALIKAN STATUS KEWARGANEGARAAN YANG HILANG
DOI: 10.13140/rg.2.2.12261.73446
title: MAP TO DEPICT JHELUM CANTONMENT OF THE BRITISH EAST INDIA COMPANY IN 1857
DOI: 10.15468/dl.rytwvb
title: Occurrence Download

description: A dataset containing 2327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphodus ocellatus (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen, Material sample)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2327 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004734-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hg63a
title: Occurrence Download

description: A dataset containing 1371753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1371753 records from 964 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019345-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfdmtd
title: Occurrence Download

description: A dataset containing 56774 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Megaustenia imperator (A.Gould, 1859), Chromolaena odorata (L.) R.M.King & H.Rob.)"
 ]
}

 The dataset includes 56774 records from 553 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014852-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14163890
title: Student discourse in small-group collaborative contexts in real-world higher education

description: This dataset contains anonymised student discourse in small-group collaborative contexts in real-world higher education settings.

There are 28 sessions, composed of 10799 utterances.

The columns consist of 13 columns:



session: the session number

start: the starting time of the utterance

end: the ending time of the utterance

speaker: anonymised speaker name

content: the content of the utterance

ep: the episode number of the utterance. An episode refers to a single topic of discussion with multiple utterances.

C: a binary value indicating the presence or absence of a cognitive challenge, where 0 means no challenge, and 1 means there is a cognitive challenge.

E: a binary value indicating the presence or absence of an emotional/motivational challenge, where 0 means no challenge, and 1 means there is an emotional/motivational challenge.

M: a binary value indicating the presence or absence of a metacognitive challenge, where 0 means no challenge, and 1 means there is a metacognitive challenge.

T: a binary value indicating the presence or absence of a technical/other challenge, where 0 means no challenge, and 1 means there is a technical/other challenge.

TA: a binary value indicating the presence or absence of the regulatory process "task analysis," where 0 means no regulation and 1 means task analysis is present.

MC: a binary value indicating the presence or absence of the regulatory process "monitoring/control," where 0 means no regulation and 1 means monitoring/control is present.

RA: a binary value indicating the presence or absence of the regulatory process "reflection/adaptation," where 0 means no regulation and 1 means reflection/adaptation is present.


This annotated dataset was used in the following paper to model challenge moments.

For more details on how the dataset was generated, please refer to the paper.



Suraworachet, W., Seon, J., & Cukurova, M. (2024). Predicting challenge moments from students’ discourse: A comparison of GPT-4 to two traditional natural language processing approaches. Proceedings of the 14th Learning Analytics and Knowledge Conference, 473–485. https://doi.org/10.1145/3636555.3636905