cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yrmb45
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epistephium duckei"
 ]
}

 The dataset includes 92 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007929-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypy7fs
title: Occurrence Download

description: A dataset containing 17738 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cistus crispus"
 ]
}

 The dataset includes 17738 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007932-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x9mau
title: Occurrence Download

description: A dataset containing 1685 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthella quinquenervis"
 ]
}

 The dataset includes 1685 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007930-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4qw9k
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum japonicum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007933-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j85xhz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC1633"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007934-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/h13ewc
title: Replication Data for: "Ground states of the mean-field spin glass with 3-spin couplings", Stefan Boettcher and Ginger E. Lau (Phys. Rev. Lett. 2025)

description: All source codes, the data files they generated, and the parsing scripts that generate the averages and errors that were plotted in the manuscript.
DOI: 10.15468/dl.89hnhb
title: Occurrence Download

description: A dataset containing 2383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Living Specimen)",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Illex illecebrosus",
 "Year 2000-2025"
 ]
}

 The dataset includes 2383 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007938-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12459561
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.94t457
title: Occurrence Download

description: A dataset containing 7371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthemum alpestre"
 ]
}

 The dataset includes 7371 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007936-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xqsk4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC1632"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007939-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nasy57
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum lucidum",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 152 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007940-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch926q
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Canadian Museum of Nature Bird Collection",
 "TaxonKey is Passerina caerulea"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007943-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15640884
title: EVAU_QA

description: Dataset Description









This corpus contains approximately 6,900 question-answer (QA) pairs extracted from publicly accessible documents related to the “Examen de Prueba de Acceso a la Universidad” (EvAU), Spain’s official university entrance exams. These assessments are a crucial component of the higher education admissions process and are administered across multiple autonomous communities in Spain.

The dataset is provided in CSV format and includes the following columns:









PDF: The filename of the document from which the QA pair was extracted.




comunidad_autonoma: The Spanish autonomous community associated with the exam.




website: The source URL where the document was retrieved.




subject: The academic subject to which the question belongs.




unit_title: The title of the document section that contains the answer.




question: The exam question.




answer: The corresponding answer to the question.




content: The full text content of the document.




paragraph: A passage (longer than the answer) where the answer is located.




paragraph_num: The index (or indices) of the paragraph(s) within the document from which the passage was extracted.



Note: This dataset includes QA pairs from a wide range of subjects, including scientific disciplines such as Mathematics, Physics, and Chemistry. Some questions and answers may include complex formulas or symbols that may not be fully captured by standard text extraction tools, and thus could be prone to occasional formatting errors.

For additional versions, filtered subsets, or updates to this dataset, please visit: https://huggingface.co/NoaCA14
DOI: 10.5281/zenodo.15640885
title: EVAU_QA

description: Dataset Description









This corpus contains approximately 6,900 question-answer (QA) pairs extracted from publicly accessible documents related to the “Examen de Prueba de Acceso a la Universidad” (EvAU), Spain’s official university entrance exams. These assessments are a crucial component of the higher education admissions process and are administered across multiple autonomous communities in Spain.

The dataset is provided in CSV format and includes the following columns:









PDF: The filename of the document from which the QA pair was extracted.




comunidad_autonoma: The Spanish autonomous community associated with the exam.




website: The source URL where the document was retrieved.




subject: The academic subject to which the question belongs.




unit_title: The title of the document section that contains the answer.




question: The exam question.




answer: The corresponding answer to the question.




content: The full text content of the document.




paragraph: A passage (longer than the answer) where the answer is located.




paragraph_num: The index (or indices) of the paragraph(s) within the document from which the passage was extracted.



Note: This dataset includes QA pairs from a wide range of subjects, including scientific disciplines such as Mathematics, Physics, and Chemistry. Some questions and answers may include complex formulas or symbols that may not be fully captured by standard text extraction tools, and thus could be prone to occasional formatting errors.

For additional versions, filtered subsets, or updates to this dataset, please visit: https://huggingface.co/NoaCA14
DOI: 10.15468/dl.mycfm9
title: Occurrence Download

description: A dataset containing 12350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis capillaris",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12350 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007942-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpykbp
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Etheostoma fricksium"
 ]
}

 The dataset includes 209 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007945-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkuwbj
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Whitmania pigra"
 ]
}

 The dataset includes 321 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014511-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15704911
title: Data e-Wallet in Pontianak
DOI: 10.5281/zenodo.15704912
title: Data e-Wallet in Pontianak
DOI: 10.34740/kaggle/dsv/13606733
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.c4tzh8
title: Occurrence Download

description: A dataset containing 778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepisiota frauenfeldi"
 ]
}

 The dataset includes 778 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014512-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17519527
title: Cross-Lingual Morpheme Networks (CLMN) for Endangered Language Preservation and Disinformation Detection via Topological Wave Interference

description: CLMN (Cross-Lingual Morpheme Network) is a novelty physics-inspired framework that models language contact, code-switching, and morphological dynamics as acoustic wave interference phenomena. By treating morpheme boundaries as probability fields governed by reaction-diffusion equations and analyzing their topological persistence, CLMN enables three critical applications: (1) ultra-low-resource endangered language preservation requiring only 10 hours of audio, (2) disinformation detection achieving 99.2% accuracy in identifying manipulated political speech, and (3) cross-lingual translation for language pairs with fewer than 1,000 parallel sentences. Our architecture integrates wave-based morpheme boundary detection with topological data analysis, achieving state-of-the-art performance while maintaining extreme computational efficiency (52,847 parameters, ~0.2 MB). We validate CLMN on three Kenyan language pairs (Swahili-English, Kikuyu-Swahili, Luo-English) and demonstrate successful reconstruction of Yaaku, an endangered Kenyan language with fewer than 50 native speakers. This work establishes the first computational framework connecting wave physics, topology, and linguistics for practical language technology applications in low-resource settings.

Keywords: Morpheme networks, endangered languages, disinformation detection, topological data analysis, wave interference, code-switching, low-resource NLP
DOI: 10.5281/zenodo.17519528
title: Cross-Lingual Morpheme Networks (CLMN) for Endangered Language Preservation and Disinformation Detection via Topological Wave Interference

description: CLMN (Cross-Lingual Morpheme Network) is a novelty physics-inspired framework that models language contact, code-switching, and morphological dynamics as acoustic wave interference phenomena. By treating morpheme boundaries as probability fields governed by reaction-diffusion equations and analyzing their topological persistence, CLMN enables three critical applications: (1) ultra-low-resource endangered language preservation requiring only 10 hours of audio, (2) disinformation detection achieving 99.2% accuracy in identifying manipulated political speech, and (3) cross-lingual translation for language pairs with fewer than 1,000 parallel sentences. Our architecture integrates wave-based morpheme boundary detection with topological data analysis, achieving state-of-the-art performance while maintaining extreme computational efficiency (52,847 parameters, ~0.2 MB). We validate CLMN on three Kenyan language pairs (Swahili-English, Kikuyu-Swahili, Luo-English) and demonstrate successful reconstruction of Yaaku, an endangered Kenyan language with fewer than 50 native speakers. This work establishes the first computational framework connecting wave physics, topology, and linguistics for practical language technology applications in low-resource settings.

Keywords: Morpheme networks, endangered languages, disinformation detection, topological data analysis, wave interference, code-switching, low-resource NLP
DOI: 10.15468/dl.nxb4kf
title: Occurrence Download

description: A dataset containing 998296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-34.39227 -61.04461,178.45823 -61.04461,178.45823 87.23327,-34.39227 87.23327,-34.39227 -61.04461))",
 "TaxonKey is Numenius arquata",
 "Year 2020-2025"
 ]
}

 The dataset includes 998296 records from 414 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014498-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4awnks
title: Occurrence Download

description: A dataset containing 3251503 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 3251503 records from 8044 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014504-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wg4y1n
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/0008346-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8hv6r
title: Occurrence Download

description: A dataset containing 8404028 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Colombia"
 ]
}

 The dataset includes 8404028 records from 2410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074248-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xm9mw5
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eudyptes robustus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 136 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060146-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jx9yw3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Asparagus crassicladus Jessop",
 "Country is South Africa"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060130-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jysw4c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Aristida diffusa Trin.",
 "Country is South Africa"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060129-250717081556266/datasets/export for details.
DOI: 10.15468/dl.myfrc6
title: Occurrence Download

description: A dataset containing 498763 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global soil microbiomes: A new frontline of biome-ecology research"
 ]
}

 The dataset includes 498763 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060127-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxwgxe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Asparagus Tourn. ex L.",
 "Country is South Africa"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060132-250717081556266/datasets/export for details.
DOI: 10.15468/dl.q8snse
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Azadirachta indica",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 455 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060152-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qvwan
title: Occurrence Download

description: A dataset containing 2246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apodemus flavicollis",
 "MediaType is Image"
 ]
}

 The dataset includes 2246 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060150-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6k4a5
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Azadirachta indica",
 "Country is Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060151-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.na2e9n
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Azadirachta indica",
 "Country is Mali",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060153-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15881007
title: DS.01.09 Teff pan-cistrome

description: Dataset DS01.09 Teff pan-cistrome

This dataset contains MOA footprints (MOA_footprints.zip) and mRNA-seq transcriptomic (mRNA_countMatrix.zip) data for all 11 teff F1 hybrids analyzed under well watering (WW) and drought stress (DS) conditions. There are 3 biological replicates for all F1 hybrids and for each of the two conditions. The methods used to produce these data are described in the Eragrostis tef deliverable D1.4.
DOI: 10.5281/zenodo.15881008
title: DS.01.09 Teff pan-cistrome

description: Dataset DS01.09 Teff pan-cistrome

This dataset contains MOA footprints (MOA_footprints.zip) and mRNA-seq transcriptomic (mRNA_countMatrix.zip) data for all 11 teff F1 hybrids analyzed under well watering (WW) and drought stress (DS) conditions. There are 3 biological replicates for all F1 hybrids and for each of the two conditions. The methods used to produce these data are described in the Eragrostis tef deliverable D1.4.
DOI: 10.15468/dl.mf4uu4
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paratrechina longicornis",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060155-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6c8m2
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium arvense",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060154-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16528287
title: The location of 59 water wells, observation of groundwater level, surface deformation, and other hydrological data.
DOI: 10.5281/zenodo.16528288
title: The location of 59 water wells, observation of groundwater level, surface deformation, and other hydrological data.