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

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceanothus microphyllus Michx."
 ]
}

 The dataset includes 224 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001599-170822121629195/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyted6
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria arenosa (Richardson) O'Kane & Al-Shehbaz"
 ]
}

 The dataset includes 731 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189909-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6u8yd5
title: Occurrence Download

description: A dataset containing 685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Animalia)",
 "Geometry POLYGON ((-28 -5,-23 -5,-23 -2,-28 -2,-28 -5))"
 ]
}

 The dataset includes 685 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032873-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usmqm3
title: Occurrence Download

description: A dataset containing 1120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orchis spitzelii Saut. ex W.D.J.Koch"
 ]
}

 The dataset includes 1120 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001599-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jehb84
title: Occurrence Download

description: A dataset containing 1957 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus canariensis Willd."
 ]
}

 The dataset includes 1957 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001599-171109162308116/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f75whc
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxonomic revision of Spectracanthicus Nijssen & Isbrücker (Loricariidae: Hypostominae: Ancistrini), with description of three new species"
 ]
}

 The dataset includes 41 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340901-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsaya6
title: Occurrence Download

description: A dataset containing 582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is Distribución histórica, prospección actual y áreas potenciales para reintroducir lobo mexicano (Canis lupus baileyi) en Durango, sur de la Sierra Madre Occidental, México",
 "Issue is Geodetic datum assumed WGS84"
 ]
}

 The dataset includes 582 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011630-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsdyql
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Xiphocolaptes promeropirhynchus (Lesson, 1840)"
 ]
}

 The dataset includes 679 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001599-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqpa3a
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal"
 ]
 },
 "TaxonKey is Diploschistes diacapsis (Ach.) Lumbsch"
 ]
}

 The dataset includes 431 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063703-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnmbgx
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coix aquatica Roxb."
 ]
}

 The dataset includes 268 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032922-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwgu5g
title: Occurrence Download

description: A dataset containing 174483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labridae"
 ]
}

 The dataset includes 174483 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001600-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rhbft
title: Occurrence Download

description: A dataset containing 2924987 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiroptera"
 ]
}

 The dataset includes 2924987 records from 1107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034856-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6k3kbm
title: Occurrence Download

description: A dataset listing the 3742 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiverskripsi: Biodiversity Theses Database"
 ]
}

 The dataset's 3742 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080358-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxgmjt
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Hemidactylus platyurus (Schneider, 1797)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003978-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.966gq4
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monotes autennei P.A.Duvign."
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054520-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggq9gk
title: Occurrence Download

description: A dataset containing 991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Betula platyphylla Sukaczev"
 ]
}

 The dataset includes 991 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109700-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aw3sp6
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Cedrela balansae C.DC."
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037926-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94su68
title: Occurrence Download

description: A dataset containing 1776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 2000-2020",
 "TaxonKey is Glomeromycota"
 ]
}

 The dataset includes 1776 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003978-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsptuv
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macaca silenus (Linnaeus, 1758)"
 ]
}

 The dataset includes 293 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051257-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zdx8u
title: Occurrence Download

description: A dataset containing 35776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "EstablishmentMeans is NATIVE"
 ]
}

 The dataset includes 35776 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061816-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkub75
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "TaxonKey is Trichocentrum stramineum (Bateman ex Lindl.) M.W.Chase & N.H.Williams"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076672-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6leyup
title: Occurrence Download

description: A dataset containing 2385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orphulella Giglio-Tos, 1894"
 ]
}

 The dataset includes 2385 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003979-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmq5pc
title: Occurrence Download

description: A dataset containing 2786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "PublishingOrg is bc092ff0-02e4-11dc-991f-b8a03c50a862",
 "TaxonKey is Sciaenidae"
 ]
}

 The dataset includes 2786 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196445-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qruqfr
title: Occurrence Download

description: A dataset containing 2705 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Year is 2022",
 "GadmGid is one of (COL.23.32_2)"
 ]
 }
 ]
}

 The dataset includes 2705 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028623-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mludbj
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptyctolaemus collicristatus Schulte & Vindum, 2004"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004794-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rc76pt
title: Occurrence Download

description: A dataset containing 763 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Exidia cartilaginea S.Lundell & Neuhoff"
 ]
}

 The dataset includes 763 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003979-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfya6u
title: Occurrence Download

description: A dataset containing 869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylaeamys yunganus (Thomas, 1902)"
 ]
}

 The dataset includes 869 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003378-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fduca
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Vatica umbonata subsp. umbonata"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017913-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scmgzk
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.52344 31.95216,-24.25781 18.64625,-15.11719 -3.51342,18.63281 -39.36828,34.80469 -34.88593,65.74219 -17.30869,61.52344 9.1021,48.16406 19.31114,38.32031 31.95216,22.85156 38.27269,4.57031 40.44695,-16.52344 31.95216))",
 "TaxonKey is Melinis minutiflora P.Beauv.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 292 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004794-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp5io0
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aleurites moluccanus var. rockinghamensis Baill."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003979-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guo4xb
title: Occurrence Download

description: A dataset containing 3436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lespedeza cuneata",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3436 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000266-180920211646547/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.walz9q
title: Occurrence Download

description: A dataset containing 33799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gambusia affinis (Baird & Girard, 1853)"
 ]
}

 The dataset includes 33799 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003386-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16351732
title: ESQAD: Educational Spanish Question-Answer Dataset

description: Spanish Question Answer Generation Dataset and Code

Description

This repository contains the dataset and source code developed for the article: "ESQAD: An Open Spanish Dataset for Curriculum-Aligned Question-Answer Generation in Educational Settings"

The resources include:- A Spanish QAG dataset aligned with national curricula (EVAU).- Automatically generated QAG pairs from literary and legal sources.- A pilot study subset with questions validated by teachers and students.

Dataset Structure

1. EVAU

- File: `evau/docs/EvAU_QA.csv`- Description: Manually curated questions and answers aligned with the Spanish *Evaluación para el Acceso a la Universidad (EVAU)*.- Columns: `question`, `answer`, `subject`, `difficulty`- Purpose: Benchmark for educational QAG tasks in Spanish.

2. Quijote

- File: `quijote/docs/Quijote_QA.csv`- Description: Automatically generated QAG pairs from *Don Quijote de la Mancha*.- Columns: `question`, `answer`, `chapter`, `difficulty`- Purpose: Evaluation of QAG performance on literary texts.

3. Legal FAQs

- File: `legal_faqs/docs/Legal_QA.csv`- Description: Questions and answers extracted and generated from FAQs related to Spanish laws (*Ley 39/2015* and *Ley 40/2015*).- Columns: `question`, `answer`, `law_reference`- Purpose: Testing QAG in legal and administrative contexts.

4. Exams (Pilot Study)

- File: `exams/exams_QA_validated.json`- Description: 923 automatically generated QAG pairs evaluated by teachers and students during a pilot study:- Ratings: Clarity, complexity, pedagogical value (1–3 scale).- Difficulty: Intended vs perceived difficulty levels.- Comments: Free-text feedback from users.- Purpose: Benchmark for evaluating QAG quality with human-validated data.

 

Citation

This dataset accompanies the article:

Badenes-Olmedo, C., Eyzaguirre-Barreda, P., Chu-Artzt, N., & Gayoso-Cabada, J. (2025).  "ESQAD: A Curriculum-Aligned Spanish Dataset for Educational Question Answering" submitted to Computer Speech & Language (Elsevier, 2025)

Please cite this resource using the article (once published), or refer to this Zenodo DOI in the meantime.

License

- Datasets: CC BY 4.0  - Source Code: MIT License

 

Contact

- Carlos Badenes-Olmedo: carlos.badenes@upm.es  - Noa Chu-Artzt: noa.chu.artzt@alumnos.upm.es  - Paul Eyzaguirre-Barreda: paul.eyzaguirre@alumnos.upm.es- Joaquin Gayoso-Cabada: j.gayoso@upm.es
DOI: 10.5281/zenodo.16351733
title: ESQAD: Educational Spanish Question-Answer Dataset

description: Spanish Question Answer Generation Dataset and Code

Description

This repository contains the dataset and source code developed for the article: "ESQAD: An Open Spanish Dataset for Curriculum-Aligned Question-Answer Generation in Educational Settings"

The resources include:- A Spanish QAG dataset aligned with national curricula (EVAU).- Automatically generated QAG pairs from literary and legal sources.- A pilot study subset with questions validated by teachers and students.

Dataset Structure

1. EVAU

- File: `evau/docs/EvAU_QA.csv`- Description: Manually curated questions and answers aligned with the Spanish *Evaluación para el Acceso a la Universidad (EVAU)*.- Columns: `question`, `answer`, `subject`, `difficulty`- Purpose: Benchmark for educational QAG tasks in Spanish.

2. Quijote

- File: `quijote/docs/Quijote_QA.csv`- Description: Automatically generated QAG pairs from *Don Quijote de la Mancha*.- Columns: `question`, `answer`, `chapter`, `difficulty`- Purpose: Evaluation of QAG performance on literary texts.

3. Legal FAQs

- File: `legal_faqs/docs/Legal_QA.csv`- Description: Questions and answers extracted and generated from FAQs related to Spanish laws (*Ley 39/2015* and *Ley 40/2015*).- Columns: `question`, `answer`, `law_reference`- Purpose: Testing QAG in legal and administrative contexts.

4. Exams (Pilot Study)

- File: `exams/exams_QA_validated.json`- Description: 923 automatically generated QAG pairs evaluated by teachers and students during a pilot study:- Ratings: Clarity, complexity, pedagogical value (1–3 scale).- Difficulty: Intended vs perceived difficulty levels.- Comments: Free-text feedback from users.- Purpose: Benchmark for evaluating QAG quality with human-validated data.

 

Citation

This dataset accompanies the article:

Badenes-Olmedo, C., Eyzaguirre-Barreda, P., Chu-Artzt, N., & Gayoso-Cabada, J. (2025).  "ESQAD: A Curriculum-Aligned Spanish Dataset for Educational Question Answering" submitted to Computer Speech & Language (Elsevier, 2025)

Please cite this resource using the article (once published), or refer to this Zenodo DOI in the meantime.

License

- Datasets: CC BY 4.0  - Source Code: MIT License

 

Contact

- Carlos Badenes-Olmedo: carlos.badenes@upm.es  - Noa Chu-Artzt: noa.chu.artzt@alumnos.upm.es  - Paul Eyzaguirre-Barreda: paul.eyzaguirre@alumnos.upm.es- Joaquin Gayoso-Cabada: j.gayoso@upm.es
DOI: 10.5281/zenodo.4560141
title: Linear and nonlinear frequency-domain modelling of oscillatory flow over submerged canopies

description: Dataset of phase-averaged flow velocities and drag-induced moment on a single cylinder from experiments conducted at the University of Aberdeen using the Aberdeen Oscillatory Flow Tunnel (AOFT). For a description of the dataset, see "Overview of files included.docx".
DOI: 10.5281/zenodo.4560140
title: Linear and nonlinear frequency-domain modelling of oscillatory flow over submerged canopies

description: Dataset of phase-averaged flow velocities and drag-induced moment on a single cylinder from experiments conducted at the University of Aberdeen using the Aberdeen Oscillatory Flow Tunnel (AOFT). For a description of the dataset, see "Overview of files included.docx".
DOI: 10.15468/dl.wnu93s
title: Occurrence Download

description: A dataset containing 3962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "GadmGid is PER.6.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "Year 1999-2024"
 ]
}

 The dataset includes 3962 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027434-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sene34
title: Occurrence Download

description: A dataset containing 143473398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 143473398 records from 7444 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027431-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.