cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/l79-x6v-dxj
title: Chrysophyllum rufum Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/06p-r3j-qgd
title: Ecclinusa ramiflora Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5jz-vdw-hhk
title: Acalypha diversifolia Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7en-bgz-ck6
title: Acalypha diversifolia Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/prs-r4c-sxs
title: Acalypha alopecuroidea Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h89-df7-sgc
title: Myrcia splendens (Sw.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tn4-msl-m4x
title: Vochysia cinnamomea Pohl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/11l-21f-rkk
title: Acalypha arvensis Poepp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y2a-ysp-4yq
title: Acalypha L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e5d-kve-4c4
title: Acalypha setosa A.Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tfg-8f7-0ez
title: Acalypha L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vrq-vv7-b3x
title: Inga flagelliformis (Vell.) Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9yt-emc-dpe
title: Inga laurina (Sw.) Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d0w-r2t-3fr
title: Inga laurina (Sw.) Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w1w-aqk-lwa
title: Psychotria nervosa Sw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f9g-58x-7tr
title: Inga cordistipula Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hx1-2kg-yds
title: Blanchetiodendron blanchetii (Benth.) Barneby & J.W.Grimes

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5dw-4s0-m5g
title: Leucaena Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jf8-w0s-fln
title: Abarema cochliacarpos (Gomes) Barneby & J.W.Grimes

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nr2-eha-kx1
title: Inga cylindrica (Vell.) Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c13-v30-208
title: Palicourea rigida Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dc6-y6v-y5g
title: Palicourea rigida Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/djc-9f4-9sm
title: Leucaena Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qgp-nxd-5px
title: Inga cylindrica (Vell.) Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/83y-3gp-yrn
title: Zygia cauliflora (Willd.) Killip ex Record

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w0b-q7k-5kl
title: Acalypha setosa A.Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1hl-etg-eql
title: Acalypha indica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vv5-fgs-t30
title: Acalypha indica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x4l-zn9-9n1
title: Acalypha indica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r3n-d5c-r43
title: Oxalis conorrhiza (Feuillée) Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ycv-rcf-wby
title: Verbenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.fd97fx
title: Occurrence Download

description: A dataset containing 932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liogluta granigera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 932 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072587-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kzm-acy-57y
title: Inga marginata Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qfh-3nz-w8a
title: Inga marginata Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nrn-bfq-1gk
title: Acalypha poiretii Spreng.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yze-v6c-3vc
title: Mimosa velloziana Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/49h-xnc-66z
title: Mimosa diplotricha C.Wright

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/emd-bm7-41b
title: Mimosa distans Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n3x-kgh-l6f
title: Palicourea rigida Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l0t-7xd-s11
title: Mimosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v4f-8an-eak
title: Mimosa velloziana Mart.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dte-hdk-y5p
title: Leucochloron incuriale (Vell.) Barneby & J.W.Grimes

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jqa-7f0-pqn
title: Inga marginata Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.21950/buvxkn
title: Dataset Descripciones de Imágenes en Arqueología Griega

description: Este dataset se enmarca dentro del trabajo "Creación de un Modelo de Descripciones de Imágenes Especializado
en Arqueología Griega". Un modelo de descripción de imágenes especializado en arqueología griega, que combina técnicas avanzadas de Computer Vision y Natural Language Processing para generar descripciones más precisas y contextualizadas en un ámbito altamente especializado. El proyecto abre la puerta a nuevas aplicaciones de la IA en el estudio, documentación y divulgación del patrimonio cultural.
description: El dataset se organiza en dos grandes bloques: el código de la aplicación y los datos arqueológicos de la zona del Peloponeso.

* Directorio raíz (`Dataset Arqueológico Multimodal PELOPONESO/`): Contiene toda la información del proyecto.
 * `aplicacion/`: Esta carpeta alberga todo el código fuente relacionado con el proyecto. Incluye los scripts de procesamiento de imágenes, y un archivo `requirements.txt` con todas las librerías necesarias para reproducir el entorno de trabajo. Su estructura interna facilita la reutilización y el mantenimiento del código.
 * `peloponeso/`: Es el núcleo de los datos arqueológicos. Contiene una subcarpeta por cada yacimiento estudiado en la región del Peloponeso (Grecia). El nombre de cada subcarpeta identifica de forma única al yacimiento (ej. `YACIMIENTO_AMICLES`).
DOI: 10.14473/csda/cirals
title: Panel Naše společnost 2025 - srpen

description: Výzkum provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i., v rámci výzkumu „Naše společnost 2025". Sběr dat provedla tazatelská síť CVVM.
description: Od roku 2025 jsou data CVVM založená na sběru dat prostřednictvím pravděpodobnostního online panelu. Proto se název výzkumné série mění na Panel Naše společnost. Metodologie dřívějších a stávajících výzkumů CVVM jsou natolik odlišné, že přímé časové srovnání aktuálních výsledků založených na výzkumech realizovaných prostřednictvím Panelu Naše společnost s předchozími výzkumy není možné. Zjištěné rozdíly totiž mohou být dány jak proměnou či posunem v postojích a názorech veřejnosti, tak právě změnou metodologie výzkumů a oba vlivy od sebe není možné rozlišit.
 https://cvvm.soc.cas.cz/images/articles/files/5937/tzzmena-metodologiecvvmfinal.pdf
description: Naše společnost
DOI: 10.15468/dl.ataqnr
title: Occurrence Download

description: A dataset containing 55587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Coenonympha iphis"
 ]
}

 The dataset includes 55587 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003073-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21954/ou.rd.31379449
title: LLM-Generated Pair-Programming Dialogue Responses

description: This dataset contains LLM-generated responses to pair-programming dialogues between students. The dataset includes the human ground-truth responses. The responses were rated by human volunteers according to Coherence, Collaborativeness, and Humanness. The researchers also annotated coreference in the LLM responses; coreference annotations in the human responses were obtained from a larger dataset (see citations below) and were annotated by a team of trained annotators.Details about the dataset collection can be found in the following publications:* Domingo, C., Piwek, P., Stoyanchev, S., Wermelinger, M., Adhikari, K., \& Doddipatla, R. S. (2025). Human ratings of LLM response generation in pair-programming dialogue. In L. Flek, S. Narayan, L. H. Phuong, \& J. Pei (Eds), Proceedings of the 18th International Natural Language Generation Conference (pp. 41–59). Association for Computational Linguistics. https://aclanthology.org/2025.inlg-main.3/* Domingo, Cecilia (2026). Automated Processing of Referring Acts in Pair-Programming Dialogue. PhD Thesis. The Open University. Milton Keynes, England.
DOI: 10.21954/ou.rd.31379449.v1
title: LLM-Generated Pair-Programming Dialogue Responses

description: This dataset contains LLM-generated responses to pair-programming dialogues between students. The dataset includes the human ground-truth responses. The responses were rated by human volunteers according to Coherence, Collaborativeness, and Humanness. The researchers also annotated coreference in the LLM responses; coreference annotations in the human responses were obtained from a larger dataset (see citations below) and were annotated by a team of trained annotators.Details about the dataset collection can be found in the following publications:* Domingo, C., Piwek, P., Stoyanchev, S., Wermelinger, M., Adhikari, K., \& Doddipatla, R. S. (2025). Human ratings of LLM response generation in pair-programming dialogue. In L. Flek, S. Narayan, L. H. Phuong, \& J. Pei (Eds), Proceedings of the 18th International Natural Language Generation Conference (pp. 41–59). Association for Computational Linguistics. https://aclanthology.org/2025.inlg-main.3/* Domingo, Cecilia (2026). Automated Processing of Referring Acts in Pair-Programming Dialogue. PhD Thesis. The Open University. Milton Keynes, England.
DOI: 10.15468/dl.6g43c8
title: Occurrence Download

description: A dataset containing 1208011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, Asia, North America)",
 "TaxonKey is Corylus avellana"
 ]
}

 The dataset includes 1208011 records from 3548 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003064-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.6wtu668x
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (10 records)
DOI: 10.5285/41e7980f-f109-d418-e063-7086abc021e9
title: Model output containing ocean, atmospheric and sea ice variables from the zstar_triads simulation of the HadGEM3-GC5-LM coupled climate model (1976-2035).

description: This dataset contains monthly means of ocean, atmospheric and sea ice variables from a 60-year (1976-2035) integration of the HadGEM3-GC5-LM coupled model, with fixed year 2000 control atmospheric composition. The archived model output includes monthly means from the NEMO v4.0.4 ocean component on T, U, V and W grids; monthly means from the SI3 sea ice model; and monthly means from the GAL9 atmosphere-land model. In addition, five-day means of the temperature and salinity ("T grid") and of the meridional velocity ("V grid") over a ten-year period are provided: these were used to estimate the total diapycnal mixing. In this simulation the default lateral tracer diffusion scheme of Redi and Cox is replaced with the Griffies triads scheme (Griffies et al., 1998); it is referred to a “zstar_triads”. The outputs were generated under the Marine LTSS: Climate Linked Atlantic Sector Science (CLASS) project funded by the Natural Environment Research Council (NERC) under reference NE/R015953/1.
DOI: 10.15468/dl.3hrnrz
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cowania mexicana"
 ]
}

 The dataset includes 414 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021679-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.symwny
title: Occurrence Download

description: A dataset containing 861 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus chlorosarca"
 ]
}

 The dataset includes 861 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021680-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18742/30217441
title: Clinical trials in depression: Integrated collection across EU and US registries

description: In collaboration with Medicines Discovery Catapult (MDC), we developed a comprehensive database of depression-related clinical trials, including information on the availability of additional biological samples such as blood or DNA. We systematically extracted structured and unstructured data from two major clinical trial registries: the US (https://clinicaltrials.gov/, using the Aggregated Analysis of ClinicalTrials.gov (AACT) database) and the EU Clinical trials register (https://www.clinicaltrialsregister.eu/). Summary data from clinical trial records and resulting publications were extracted on interventions, conditions, drugs, sample sizes, trial phase, status, and start and end dates, participant demographics, and sponsors. To identify trials likely to include blood samples or genetic information, we applied a semantic similarity approach using vector-based natural language processing to score trial records based on textual indicators. This methodology prioritised trials most likely to contain genetic information by measuring similarity between predefined query terms and clinical trial text fields.
DOI: 10.18742/30217441.v1
title: Clinical trials in depression: Integrated collection across EU and US registries

description: In collaboration with Medicines Discovery Catapult (MDC), we developed a comprehensive database of depression-related clinical trials, including information on the availability of additional biological samples such as blood or DNA. We systematically extracted structured and unstructured data from two major clinical trial registries: the US (https://clinicaltrials.gov/, using the Aggregated Analysis of ClinicalTrials.gov (AACT) database) and the EU Clinical trials register (https://www.clinicaltrialsregister.eu/). Summary data from clinical trial records and resulting publications were extracted on interventions, conditions, drugs, sample sizes, trial phase, status, and start and end dates, participant demographics, and sponsors. To identify trials likely to include blood samples or genetic information, we applied a semantic similarity approach using vector-based natural language processing to score trial records based on textual indicators. This methodology prioritised trials most likely to contain genetic information by measuring similarity between predefined query terms and clinical trial text fields.
DOI: 10.15468/dl.nugv33
title: Occurrence Download

description: A dataset containing 11295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus crus-galli"
 ]
}

 The dataset includes 11295 records from 329 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021683-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17543743
title: MD simulations of alphasynuclein with ions

description: Gromacs Molecular dynamics trajectory files (.xtc) and molecular structure file (.gro) for alphasynuclein with ions using different initial structures and forcefields. Trajectories contain only protein and ions, no water. Simulations are related to "Conformational Rigidity Classification in Intrinsically Disordered Proteins via Integrated NMR and MD Simulations" https://doi.org/10.26434/chemrxiv-2025-m5m0p
DOI: 10.5519/qd.nlkp2zp1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (14 records)
DOI: 10.15468/dl.drsny3
title: Occurrence Download

description: A dataset containing 109638452 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 109638452 records from 14304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021572-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awrt24
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidaria",
 "DatasetKey is Données Faune Base SIRFF - FNE Centre-Val de Loire - Système d’Information Régional sur la Faune et la Flore - FNE Centre-Val de Loire - Données saisies entre 01-01-2017 et 31-03-2018",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208750-230224095556074/datasets/export for details.
DOI: 10.15468/dl.fghfpu
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia trianae André"
 ]
}

 The dataset includes 229 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082224-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k82fha
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "TaxonKey is Rotala rotundifolia (Buch.-Ham. ex Roxb.) Koehne"
 ]
}

 The dataset includes 48 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127375-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sex3mc
title: Occurrence Download

description: A dataset containing 9875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.28_2",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Testudines, Crocodylia)"
 ]
}

 The dataset includes 9875 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010515-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb7czp
title: Occurrence Download

description: A dataset containing 19153 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Universidad de Caldas - FAUC"
 ]
}

 The dataset includes 19153 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208738-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7dxwq
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The vegetation data from the Mt. Bangtae, forest genetic resource reserve"
 ]
}

 The dataset includes 402 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048547-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkvbj8
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scutellaria gardoquioides Benth."
 ]
}

 The dataset includes 79 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121485-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3ked5
title: Occurrence Download

description: A dataset containing 31679 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidaploa (Cass.) Cass."
 ]
}

 The dataset includes 31679 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011125-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et45uh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cnidaria",
 "DatasetKey is Woodmeadow Invertebrate Survey 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208752-230224095556074/datasets/export for details.
DOI: 10.15468/dl.mnqj3u
title: Occurrence Download

description: A dataset containing 9418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pterophanes cyanopterus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 9418 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082226-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.