cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.2908/enps_edat_lfse4
title: Population (plus de 25 ans) par sexe et niveau d’éducation atteint - PEV-Pays du Sud
title: Bevölkerung (25 Jährige und älter) nach Geschlecht und Bildungsabschluss - südliche ENP-Länder
title: Population (aged 25 and over) by sex and educational attainment level - ENP-South countries
DOI: 10.2908/enps_educ_comprate
title: Schulabschlussquote auf ISCED-Stufe 1 nach Geschlecht - südliche ENP-Länder
title: School completion rate at ISCED 1 level by sex - ENP-South countries
title: Taux d’achèvement scolaire au niveau CITE 1, par sexe - PEV-Pays du Sud
DOI: 10.2908/enps_educ_compyr
title: Taux nets de scolarisation par sexe et niveau d’éducation - PEV-Pays du Sud
title: Nettoeinschulungsquote nach Geschlecht und Bildungsniveau - südliche ENP-Länder
title: Net enrolment rates by sex and education level - ENP-South countries
DOI: 10.2908/enps_educ_figdp
title: Dépenses publiques au titre de l'éducation - PEV-Pays du Sud
title: Öffentliche Ausgaben für Bildung - südliche ENP-Länder
title: Public expenditure on education - ENP-South countries
DOI: 10.2908/enps_educ_ltr
title: Alphabetisierungsgrad der Erwachsenen nach Geschlecht und Altersgruppe - südliche ENP-Länder
title: Literacy rate by sex and age group - ENP-South countries
title: Taux d’alphabétisation des adultes, par sexe et groupe d’âge - PEV-Pays du Sud
DOI: 10.2908/enps_educ_parity
title: Index der Geschlechterparität nach Bildungsniveau - südliche ENP-Länder
title: Indice de parité entre les sexes par niveau d’éducation - PEV-Pays du Sud
title: Gender parity index by education level - ENP-South countries
DOI: 10.2908/enps_lfsa_argaed
title: Taux d’activité (15-64 ans) par sexe - PEV-Pays du Sud
title: Activity rates (aged 15-64) by sex - ENP-South countries
title: Erwerbsquoten (15- bis 64-Jährige) nach Geschlecht - südliche ENP-Länder
DOI: 10.2908/tsc00008
title: Share of GBAORD allocated to defence and total civil socio-economic objectives
title: Part des crédits budgétaires publics de recherche et de développement alloués aux objectifs socio-économiques 'défense' et 'R&D civile totale'
title: Anteile der Verteidigung und aller zivilen sozioökonomischen Ziele an den GBAORD

description: Anteil der gesamten staatlichen Mittelzuweisungen für die Forschungsziele „Verteidigung“ und „Zivilhaushalt für Forschung und Entwicklung“ an der Forschung und Entwicklung (GBARD) (gemäß der Systematik für die Analyse und zum Vergleich der wissenschaftlichen Programme und Haushalte – NABS 2007). Die Zuweisungen beziehen sich auf Haushaltsbestimmungen und nicht auf tatsächliche Ausgaben.
description: Share of total Government budget allocations for R&D (GBARD) allocated to 'Defence' and 'Civil budget on R&D' (as defined in the Nomenclature for the analysis and comparison of scientific programmes and budgets - NABS 2007). The allocations refer to budget provisions, not to actual expenditure.
description: Part de CBPRD allouée aux objectifs socio-économiques de 'Défense' et de 'R&D civils' (comme définis dans la Nomenclature pour l'analyse et la comparaison des programmes et des budgets scientifiques -NABS 2007). Les données se rapportent aux prévisions budgétaires et non aux dépenses effectives.
DOI: 10.34740/kaggle/dsv/11624685
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.6084/m9.figshare.28892291.v1
title: dsdsdsdssdsd

description: dsdsffdsfdf sdsfdsfdfdf
DOI: 10.15468/dl.385fe4
title: Occurrence Download

description: A dataset containing 29373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((14.750085723994141 48.46915085453898, 14.768730459164606 48.66504952204211, 14.475262305486273 48.67725612049818, 14.457757540554192 48.4813025149236, 14.750085723994141 48.46915085453898))"
 ]
}

 The dataset includes 29373 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007646-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/gbrc-1p59
title: "AIS-CycleGen: A CycleGAN-Based Framework for High-Fidelity Synthetic AIS Data Generation and Augmentation"

description: "Automatic Identification System (AIS) data are critical for maritime domain awareness, enabling tasks such as vessel classification, trajectory prediction, and anomaly detection. However, AIS datasets frequently suffer from domain shifts, data sparsity, and class imbalance, which limit the generalization of predictive models. To address these challenges, this paper presents AISCycleGen, a novel data augmentation framework that leverages Cycle-Consistent Generative Adversarial Networks to synthesize realistic AIS sequences through unpaired domain translation. The proposed approach employs a specialized 1D convolutional generator with adaptive noise injection to enhance diversity while preserving spatiotemporal structure. AIS-CycleGen generates target-style synthetic data from source domains without requiring labeled target samples, effectively bridging distribution gaps. Comprehensive evaluations across multiple downstream tasks demonstrate that AIS-CycleGen improves domain alignment, enhances data diversity, and boosts the performance of learning models. These results position AIS-CycleGen as a robust and generalizable solution for augmenting AIS datasets in real-world maritime intelligence applications."
DOI: 10.15468/dl.6whruh
title: Occurrence Download

description: A dataset containing 13 records in GBIF matching the query:
SELECT
 countrycode,
 COUNT(DISTINCT taxonkey) "no_accepted_species"
FROM
 occurrence
WHERE
 occurrence."countrycode" IN ('NL', 'VN', 'US', 'CN', 'IL', 'AU', 'JP', 'IN', 'BR', 'DE', 'CA', 'NZ', 'KR')
 AND LOWER(occurrence."iucnredlistcategory") = LOWER('EN')
 AND occurrence."occurrencestatus" = 'PRESENT'
 AND (occurrence."year" &gt;= 2019 AND occurrence."year" &lt;= 2024)
 AND occurrence."hasgeospatialissues" = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence."issue", 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence."distancefromcentroidinmeters" &gt;= 2000.0 OR occurrence."distancefromcentroidinmeters" IS NULL)
 AND NOT occurrence."basisofrecord" IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence."specieskey" IS NOT NULL AND occurrence."year" IS NOT NULL)
 AND occurrence."acceptedtaxonkey" IS NOT NULL
GROUP BY
 occurrence."countrycode"

 The dataset's 13 records were derived from 679 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007636-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gu8bj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is da86174a-a605-43a4-a5e8-53d484152cd3",
 "TaxonKey is Aeonium aureum (C.Sm. ex Hornem.) T.H.M.Mes"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007649-250426092105405/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/11624739
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.17631/rd-2025-0011-ddat
title: Becoming a school governor as a social practice: exploring digital school governance and governing during the Covid-19 pandemic era

description: Becoming a school governor as a social practice is a digital ethnography. The thesis makes original contributions to theory and practice, methodology and policy by exploring how volunteer citizens become school governors. I examine factors that promote or prevent participation in practice in the context of a governing body (GB) and offer a unique lens upon the stresses and strains of becoming a school governor - a process that takes place within an increasingly performative, disciplinary and accountability focussed state education system.

Fieldwork was undertaken during the Covid-19 pandemic. Fieldwork was conducted by means of online naturalistic inquiry, wherein ethnographic methods were employed digitally via mediating technologies (Microsoft Teams). These methods included documentary analysis, online participant observation, online paired interviews, and an online group interview.

Reflexive Thematic Analysis (Braun and Clarke, 2022) of these data, and online paired and group interviews, enabled us to establish a relational understanding of how the digital GBs operated; the way persons-in-the-world become school governors; and factors that promoted or prevented participation in this context. The analysis indicated three themes:

•"Learning-in-governing" interpreted frameworks for governance; the role of mediating technologies in governing; being and becoming a governor via socialisation; and the Pattern of Silence (where power, or lack of power, is enacted via silence).
•"Technology mediating governing in practice" reflected the patterns of introducing and using mediating technology through reflexive descriptions of relationships with technologies.
•"Relations of power shaping learning-in-governing" outlined the patterns of power relations in the GB between the Chair, Headteacher and governors.

The analysis offers a new interpretation of school governors’ learning within the online space – and contributes an original interpretation of learning to the school governance literature. My emphasis on practice enables school GBs (and indeed GBs in both the public and private sectors) to learn from the experiences of the GB we explored. Our methodology meanwhile, contributes to digital ethnography as a means of understanding school governance learning. Lastly, our study contributes to future policy by suggesting that ‘learning as participation’ complements tools aimed at developing governors (and GBs) skills, capabilities and maturity.

I conclude that learning in practice resets the way we understand and undertake learning-in-governing – not only within school GBs, but within any context where governance takes place.
DOI: 10.17894/ucph.e3ce7a93-2fca-4d7d-8104-b8b03019ca1b
title: Rhythmic_priming_chirp_EEG
DOI: 10.5284/1129323
title: Images from a Level 1 and 2 Historic Building Surveys of Listed Buildings, Barns and Outbuildings Associated with Green Farm, Ashton, Northamptonshire, July 2017

description: This collection consists of images from Level 1 and 2 historic building recording surveys of barns and outbuildings associated with Green Farm, Ashton, Northamptonshire. The historic building recording surveys were undertaken by University of Leicester Archaeological Services (ULAS) in July 2017.
DOI: 10.15468/dl.squn45
title: Occurrence Download

description: A dataset containing 1055515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Year is 1982"
 ]
}

 The dataset includes 1055515 records from 1672 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007642-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18689808
title: Linked collectors and determiners for: IRAI - Herbário do Parque da Ciência Newton Freire Maia.

description: Natural history specimen data linked to collectors and determiners held within, "IRAI - Herbário do Parque da Ciência Newton Freire Maia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/df761c30-988d-4ff8-b7d4-b24ff51c0c8d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/df761c30-988d-4ff8-b7d4-b24ff51c0c8d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10501690
title: Linked collectors and determiners for: Allan Herbarium (CHR).

description: Natural history specimen data linked to collectors and determiners held within, "Allan Herbarium (CHR)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/df582950-3b58-11dc-8c19-b8a03c50a862 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/df582950-3b58-11dc-8c19-b8a03c50a862. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18689807
title: Linked collectors and determiners for: Allan Herbarium (CHR).

description: Natural history specimen data linked to collectors and determiners held within, "Allan Herbarium (CHR)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/df582950-3b58-11dc-8c19-b8a03c50a862 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/df582950-3b58-11dc-8c19-b8a03c50a862. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-11489
title: Two nude women dancing a waltz

description: Two nude women dancing a waltz. This is plate 196, captioned "Two women dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-11499
title: Two nude women dancing a waltz

description: Two nude women dancing a waltz. This is plate 196, captioned "Two women dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-11500
title: Two nude women dancing a waltz

description: Two nude women dancing a waltz. This is plate 196, captioned "Two women dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-11492
title: Two nude women dancing a waltz

description: Two nude women dancing a waltz. This is plate 196, captioned "Two women dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-11465
title: Two nude women dancing a waltz

description: Two nude women dancing a waltz. This is plate 196, captioned "Two women dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18689809
title: Linked collectors and determiners for: Caracterización biológica de la ventana Beltrán, corregimiento Paquiló, Municipio de Beltrán, Cundinamarca.

description: Natural history specimen data linked to collectors and determiners held within, "Caracterización biológica de la ventana Beltrán, corregimiento Paquiló, Municipio de Beltrán, Cundinamarca". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/df863040-ea71-49c2-940a-b346abe0a7b6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/df863040-ea71-49c2-940a-b346abe0a7b6. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.46bfx8
title: Occurrence Download

description: A dataset listing the 531 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.11873 4.69729,-74.10177 4.69666,-74.09675 4.71356,-74.10994 4.73485,-74.11008 4.74611,-74.12893 4.77616,-74.144 4.8037,-74.18985 4.81684,-74.20744 4.79619,-74.21372 4.76865,-74.16912 4.72921,-74.11873 4.69729))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 531 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028544-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18121195
title: Linked collectors and determiners for: Caracterización biológica de la ventana Beltrán, corregimiento Paquiló, Municipio de Beltrán, Cundinamarca.

description: Natural history specimen data linked to collectors and determiners held within, "Caracterización biológica de la ventana Beltrán, corregimiento Paquiló, Municipio de Beltrán, Cundinamarca". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/df863040-ea71-49c2-940a-b346abe0a7b6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/df863040-ea71-49c2-940a-b346abe0a7b6. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18689810
title: Linked collectors and determiners for: Cowan Tetrapod Collection - Herpetology.

description: Natural history specimen data linked to collectors and determiners held within, "Cowan Tetrapod Collection - Herpetology". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/df9c8b86-9d36-4e29-91b3-4274dff053e5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/df9c8b86-9d36-4e29-91b3-4274dff053e5. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-11471
title: Two nude women dancing a waltz

description: Two nude women dancing a waltz. This is plate 196, captioned "Two women dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.10501696
title: Linked collectors and determiners for: Cowan Tetrapod Collection - Herpetology.

description: Natural history specimen data linked to collectors and determiners held within, "Cowan Tetrapod Collection - Herpetology". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/df9c8b86-9d36-4e29-91b3-4274dff053e5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/df9c8b86-9d36-4e29-91b3-4274dff053e5. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-11481
title: Two nude women dancing a waltz

description: Two nude women dancing a waltz. This is plate 196, captioned "Two women dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-10430
title: Man and woman dancing a waltz

description: Man and woman dancing a waltz. This is plate 197, captioned "Man and woman dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-10436
title: Man and woman dancing a waltz

description: Man and woman dancing a waltz. This is plate 197, captioned "Man and woman dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-10438
title: Man and woman dancing a waltz

description: Man and woman dancing a waltz. This is plate 197, captioned "Man and woman dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18689813
title: Linked collectors and determiners for: New Syrphidae (Diptera) of North-eastern North America.

description: Natural history specimen data linked to collectors and determiners held within, "New Syrphidae (Diptera) of North-eastern North America". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/dfc600bf-7410-4aa9-81c2-b3cc9415c989 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/dfc600bf-7410-4aa9-81c2-b3cc9415c989. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-10440
title: Man and woman dancing a waltz

description: Man and woman dancing a waltz. This is plate 197, captioned "Man and woman dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18689814
title: Linked collectors and determiners for: NHMD Entomology Collection.

description: Natural history specimen data linked to collectors and determiners held within, "NHMD Entomology Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/e0459621-92c2-40ac-9934-72b3b1384dc3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/e0459621-92c2-40ac-9934-72b3b1384dc3. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10501700
title: Linked collectors and determiners for: New Syrphidae (Diptera) of North-eastern North America.

description: Natural history specimen data linked to collectors and determiners held within, "New Syrphidae (Diptera) of North-eastern North America". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/dfc600bf-7410-4aa9-81c2-b3cc9415c989 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/dfc600bf-7410-4aa9-81c2-b3cc9415c989. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10501708
title: Linked collectors and determiners for: NHMD Entomology Collection.

description: Natural history specimen data linked to collectors and determiners held within, "NHMD Entomology Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/e0459621-92c2-40ac-9934-72b3b1384dc3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/e0459621-92c2-40ac-9934-72b3b1384dc3. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-10442
title: Man and woman dancing a waltz

description: Man and woman dancing a waltz. This is plate 197, captioned "Man and woman dancing a waltz" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.