cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17601378
title: Plate 6.5 Water Balance in Selected Medium-Sized Catchments 1961–2007
title: Tafel 6.5 Wasserhaushalt ausgewählter mittelgrosser Einzugsgebiete 1961–2007
title: Planche 6.5 Bilan hydrologique d´un choix de bassins versants de taille moyenne, 1961–2007
title: Tavola 6.5 Bilancio idrologico di prescelti bacini imbriferi di media grandezza 1961–2007

description: Knowledge of the characteristics of the elements that make up the water cycle (precipitation, runoff, evaporation and changes in the volume of water retained) in medium-sized catchments that are not affected by anthropological factors is extremely important, since their water balance is a direct reflection of the climatic conditions and thus clear indicator of any possible changes in these conditions. 
description: Die Kenntnis der Charakteristiken von Komponenten des Wasserkreislaufs (Niederschlag, Abfluss, Verdunstung und Speicheränderungen) in unbeeinflussten mittelgrossen Einzugsgebieten ist sehr wichtig, da deren Wasserbilanzen unmittelbar die klimatischen Bedingungen widerspiegeln und damit mögliche Veränderungen deutlicher erkennen lassen. 
description: Le bilan hydrologique des bassins versants de taille moyenne non influencés par les activités humaines reflète directement les conditions climatiques qui y règnent et permet ainsi d’en détecter les changements éventuels. Il est donc très important de bien connaître les caractéristiques des composants du cycle de l’eau (précipitations, écoulement, évaporation et variations des réserves). 
description: La conoscenza delle componenti del ciclo dell’acqua (precipitazioni, deflussi, evaporazione e variazioni delle riserve) nei bacini non influenzati di media grandezza è molto importante, poiché i loro bilanci idrici rispecchiano direttamente le condizioni climatiche e quindi permettono di riconoscere più chiaramente gli eventuali cambiamenti delle stesse.
DOI: 10.5281/zenodo.17601379
title: Plate 6.5 Water Balance in Selected Medium-Sized Catchments 1961–2007
title: Tafel 6.5 Wasserhaushalt ausgewählter mittelgrosser Einzugsgebiete 1961–2007
title: Planche 6.5 Bilan hydrologique d´un choix de bassins versants de taille moyenne, 1961–2007
title: Tavola 6.5 Bilancio idrologico di prescelti bacini imbriferi di media grandezza 1961–2007

description: Knowledge of the characteristics of the elements that make up the water cycle (precipitation, runoff, evaporation and changes in the volume of water retained) in medium-sized catchments that are not affected by anthropological factors is extremely important, since their water balance is a direct reflection of the climatic conditions and thus clear indicator of any possible changes in these conditions. 
description: Die Kenntnis der Charakteristiken von Komponenten des Wasserkreislaufs (Niederschlag, Abfluss, Verdunstung und Speicheränderungen) in unbeeinflussten mittelgrossen Einzugsgebieten ist sehr wichtig, da deren Wasserbilanzen unmittelbar die klimatischen Bedingungen widerspiegeln und damit mögliche Veränderungen deutlicher erkennen lassen. 
description: Le bilan hydrologique des bassins versants de taille moyenne non influencés par les activités humaines reflète directement les conditions climatiques qui y règnent et permet ainsi d’en détecter les changements éventuels. Il est donc très important de bien connaître les caractéristiques des composants du cycle de l’eau (précipitations, écoulement, évaporation et variations des réserves). 
description: La conoscenza delle componenti del ciclo dell’acqua (precipitazioni, deflussi, evaporazione e variazioni delle riserve) nei bacini non influenzati di media grandezza è molto importante, poiché i loro bilanci idrici rispecchiano direttamente le condizioni climatiche e quindi permettono di riconoscere più chiaramente gli eventuali cambiamenti delle stesse.
DOI: 10.15468/hg5z8n
title: EDIA – Global Bird Monitoring Program of the Alqueva Dam (EFMA) Secondary Irrigation Network (Irrigation Block A: Alvito-Pisão) and Cuba IBA: Bird Atlas [spring/winter 2019-2020]

description: The dataset contains records of all birds collected in the are of the Secondary Irrigation Network of the Alqueva Dam (Block A: Alvito-Pisão), in the Important Bird Area (IBA) of Cuba, and in a distant control zone, in the framework of a “Bird Atlas” performed within the General Bird Monitoring Plan of the area, promoted by EDIA, S.A. Data were collected in the spring and winters of 2019-2020, in 178 sampling squares of 1x1 km (UTM grid), distributed in the area affected by the Irrigation Block (152 “impact” squares) and in a control area (26 “control” squares), stratified by habitat. A total of 30795 contacts was obtained, for 130 species of birds.
DOI: 10.17026/ls/epfwpo
title: Data for: "Trophic Niche Partitioning during Ontogeny in Three Skate Species, Raja brachyura, Raja clavata, and Raja montagui, in the Northeast Atlantic"

description: Dataset for: "Trophic Niche Partitioning during Ontogeny in Three Skate Species, Raja brachyura, Raja clavata, and Raja montagui, in the Northeast Atlantic". The manuscript was accepted by Estuarine, Coastal and Shelf Science in Oct 2025.
DOI: 10.7910/dvn/njs09w
title: tas netcf file

description: Just an example to assess Dataverse features for netCDF files
DOI: 10.15468/dl.r538nn
title: Occurrence Download

description: A dataset containing 569770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Observation)",
 "Continent is Africa",
 "Country is South Africa",
 "TaxonKey is Plantae",
 "Year 1975-2025"
 ]
}

 The dataset includes 569770 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031067-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utsgym
title: Occurrence Download

description: A dataset containing 296790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Castor fiber"
 ]
}

 The dataset includes 296790 records from 513 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031038-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66b2vy
title: Occurrence Download

description: A dataset containing 223846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonia mydas",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 223846 records from 423 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030989-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnafrq
title: Occurrence Download

description: A dataset containing 63775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence, Specimen)",
 "Continent is South America",
 "Geometry POLYGON((-73.00283 13.33255,-78.68236 9.79226,-79.71501 3.12655,-85.6527 -0.22799,-78.55328 -15.27523,-72.22835 -20.4334,-71.8411 -24.25293,-57.57756 -25.32208,-44.84759 -26.26839,-38.65815 -21.57847,-33.22353 -4.44046,-47.11202 2.04602,-56.77358 9.69885,-73.00283 13.33255))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lecythidaceae"
 ]
}

 The dataset includes 63775 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015846-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q64e26
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Eleutherodactylus antillensis (Reinhardt & Lütken, 1863))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015859-250525065834625/datasets/export for details.
DOI: 10.15468/dl.9cpwbc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Eleutherodactylus antillensis (Reinhardt & Lütken, 1863))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015861-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wabhxa
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Lancea tibetica Hook.fil. & Thomson",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 273 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009856-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/59htp7m6v9.1
title: BIRD_SPECIES_DATASET

description: Images showcasing 14 distinct bird species from India, Captured in their natural habitats.
DOI: 10.17632/59htp7m6v9.2
title: BIRD_SPECIES_DATASET

description: Images showcasing 14 distinct bird species from India, Captured in their natural habitats.
DOI: 10.17632/rryrnmfjg8.1
title: Data Survey and SPSS

description: The data collected in this study were primarily from general public participants with diverse demographic backgrounds, as they were interviewed based on the content of the questionnaires.
1. Demographic Indicators
This questionnaire collects basic demographic data, data about their mental disorder, and what methods are most effective in identifying the presence of positive schizotypy in their romantic relationships.
• Age (from below 18 to above 50)
• Gender (Male, Female, Other)
• While that ranges from High School to PhD Education Level.
• Annual Household Income (with multiple income brackets)
This implies that the survey is based on a wide selection of the population, which is not only confined to one particular sector of the population in terms of age group, gender, income level, or education.
2. Topical Focus
The survey focuses on:
• Perceptions of surrogate advertising
• Consumer behavior and ethical considerations
• Influence of celebrity endorsements
• This has an impact on brand visibility and consumer trust.
• Effects on underage consumption and the prevailing societal norms
3. Geographical/Cultural Context
The interview section refers to demographic questions, but they are mostly general.
"Surrogate Advertising in Indian Alcoholic & Tobacco Industry"
This indicates that the qualitative interviews are about Indian context perceptions in industries hit by advertising bans (alcohol and tobacco).
Conclusion
Data was derived from a general population background (by age, gender, education, income), with a special focus on Indian consumers regarding qualitative insights concerning the surrogate advertising prevalent in the alcohol and tobacco industries.
DOI: 10.5281/zenodo.15281569
title: Dataset of "Performance and degradation analysis of sputter deposited  thin-film platinum cathodes in PEM water electrolyzers analyzed by electrochemical impedance spectroscopy"

description: Proton Exchange Membrane Water Electrolyzers (PEM-WEs) are a key technology for green hydrogen production, however their large-scale deployment has been hindered by the reliance on noble metal catalysts, such as platinum (Pt) and iridium (Ir). In this study, we present a fully dry and scalable approach for fabricating ultra-low platinum-loaded cathodes for PEM-WE using only magnetron sputtering. The process involves a two-step approach: sputter-etching pre-treatment of the PEM surface to increase the catalyst dispersion and active surface area, followed by direct sputtering of Pt. We systematically investigate Membrane Electrode Assemblies (MEAs) with Pt loadings ranging from around 3.7 µgPt cm-2 to 480 µgPt cm-2, achieving significant performance improvement over the commercial electrodes, while reducing the Pt loading to half. Moreover, MEAs with Pt loadings around 20 µg cm-2 exhibited excellent initial performance of approximately 2 500 mA cm-2, but their stability proved to be a critical challenge. Comprehensive Electrochemical Impedance Spectroscopy (EIS) reveals key degradation mechanisms in Pt thin films  , including insufficient lateral conductivity and catalyst detachment. This work provides valuable insights into the optimization of sputtered low-loading catalysts for the cathode of PEM-WE, and the analysis of the degradation pathways opens up a possibility to further stabilize the ultra-low catalyst loadings.
DOI: 10.15468/dl.u54eyc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron cretaceum P.C.Tam"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001194-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8hr52
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron invictum Balf.fil. & Farrer"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001197-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.36fyvf
title: Occurrence Download

description: A dataset containing 3847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Vincetoxicum rossicum (Kleopow) Barbar.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Canada",
 "Year is one of (1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)"
 ]
}

 The dataset includes 3847 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001195-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xv4u4u
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Timoides Bigelow, 1904"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055568-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6us6e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Falcataria moluccana",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024673-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4judr5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Falcataria moluccana",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024674-250811113504898/datasets/export for details.
DOI: 10.60809/drum.31123801
title: HL dataset : visually-grounded description of scenes, actions and rationales

description: Current captioning datasets focus on object-centric captions, describing the visible objects in the image, often ending up stating the obvious (for humans), e.g. "people eating food in a park". Although these datasets are useful to evaluate the ability of Vision & Language models to recognize and describe visual content, they do not support controlled experiments involving model testing or fine-tuning, with more high-level captions, which humans find easy and natural to produce. For example, people often describe images based on the type of scene they depict ("people at a holiday resort") and the actions they perform ("people having a picnic"). Such concepts are based on personal experience and contribute to forming common sense assumptions. We present the High-Level Dataset, a dataset extending 14997 images from the COCO dataset, aligned with a new set of 134,973 human-annotated (high-level) captions collected along three axes: scenes, actions and rationales. We further extend this dataset with confidence scores collected from an independent set of readers, as well as a set of narrative captions generated synthetically, by combining each of the three axes. We describe this dataset and analyse it extensively. We also present baseline results for the High-Level Captioning task.<b>Funding</b>European Commission NL4XAI - Interactive Natural Language Technology for Explainable Artificial Intelligence; Find more here
DOI: 10.60809/drum.31123801.v1
title: HL dataset : visually-grounded description of scenes, actions and rationales

description: Current captioning datasets focus on object-centric captions, describing the visible objects in the image, often ending up stating the obvious (for humans), e.g. "people eating food in a park". Although these datasets are useful to evaluate the ability of Vision & Language models to recognize and describe visual content, they do not support controlled experiments involving model testing or fine-tuning, with more high-level captions, which humans find easy and natural to produce. For example, people often describe images based on the type of scene they depict ("people at a holiday resort") and the actions they perform ("people having a picnic"). Such concepts are based on personal experience and contribute to forming common sense assumptions. We present the High-Level Dataset, a dataset extending 14997 images from the COCO dataset, aligned with a new set of 134,973 human-annotated (high-level) captions collected along three axes: scenes, actions and rationales. We further extend this dataset with confidence scores collected from an independent set of readers, as well as a set of narrative captions generated synthetically, by combining each of the three axes. We describe this dataset and analyse it extensively. We also present baseline results for the High-Level Captioning task.<b>Funding</b>European Commission NL4XAI - Interactive Natural Language Technology for Explainable Artificial Intelligence; Find more here
DOI: 10.5281/zenodo.18338186
title: Student Performance Factors

description: Tabular dataset (6,607 records; 20 variables) for student performance analytics. Includes demographics and learning-context factors and the outcome Exam_Score. Intended for regression, uncertainty estimation, and budgeted Top-K screening / governance routing experiments. Missing values occur only in three categorical fields (Teacher_Quality, Parental_Education_Level, Distance_from_Home).
DOI: 10.5281/zenodo.18338185
title: Student Performance Factors

description: Tabular dataset (6,607 records; 20 variables) for student performance analytics. Includes demographics and learning-context factors and the outcome Exam_Score. Intended for regression, uncertainty estimation, and budgeted Top-K screening / governance routing experiments. Missing values occur only in three categorical fields (Teacher_Quality, Parental_Education_Level, Distance_from_Home).
DOI: 10.24416/uu01-h11bug
title: Iron-and-Sulphur-Regulate-Carbon-Dioxide-Emissions-in-Drained-Coastal-Peatlands-of-the-Netherlands

description: Raw data files of the following publication:
Tolunay, D., Ergut, G., Simon, L. et al. Iron and sulphur regulate carbon dioxide emissions in drained coastal peatlands of The Netherlands. Biogeochemistry (2026). https://doi.org/10.1007/s10533-025-01303-x