cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18775527
title: Macrozooplankton at the Barents Sea Polar Front in January 2024

description: ## Methods

### Study area

This dataset includes the results of sampling at six stations along a transect in the western Barents Sea. Some stations were trawled twice at different depths . 

### Time coverage

The samples were collected between 6 January 2024 and 11 January 2024.

### Sampling

Nine macrozooplankton samples were collected with a Tucker trawl (1 m2 opening and 1000 μm mesh size). Tows were on average 10 minutes at the target depth and at ca. 2 knots. The targeted depth at each station was determined from the sound scattering layer identified in the echogram from the vessel's echosounder.

### Sample analysis

Tucker trawl samples were analyzed per station, and taxa were enumerated and dried at 60 C° for at least 48 hours, in pre-weighted recipients for dry weight measurements post cruise. The obtained abundances were standardized and converted to catch per unit effort, expressed in milligrams per cubic meter.
DOI: 10.5281/zenodo.18775528
title: Macrozooplankton at the Barents Sea Polar Front in January 2024

description: ## Methods

### Study area

This dataset includes the results of sampling at six stations along a transect in the western Barents Sea. Some stations were trawled twice at different depths . 

### Time coverage

The samples were collected between 6 January 2024 and 11 January 2024.

### Sampling

Nine macrozooplankton samples were collected with a Tucker trawl (1 m2 opening and 1000 μm mesh size). Tows were on average 10 minutes at the target depth and at ca. 2 knots. The targeted depth at each station was determined from the sound scattering layer identified in the echogram from the vessel's echosounder.

### Sample analysis

Tucker trawl samples were analyzed per station, and taxa were enumerated and dried at 60 C° for at least 48 hours, in pre-weighted recipients for dry weight measurements post cruise. The obtained abundances were standardized and converted to catch per unit effort, expressed in milligrams per cubic meter.
DOI: 10.5281/zenodo.18801045
title: EXANTEREGULATIONOFTHEABUSEOFADOMINANTPOSITIONINDIGITALMARKETS

description: Thisarticleanalyzesoffensesrelatedtotheabuseofadominantpositionthatmayariseindigitalmarkets,includingdigitalplatforms,takingintoaccounttheirspecificaspects.Certaininternationalcasesarealsoexaminedwhilediscussingtheissuesofexanteandexpostregulationoftheseoffenses.Additionally,theDMAandnationallegislationarecompared.Thearticlereflectsonexanteregulationanditsdirectapplicationinnationallegislation
DOI: 10.24339/ce5fadef-f08c-4176-955b-abfe708cdfc7
title: Dataset: Exploring the utility of salivary biomarkers as non-invasive markers of declining cognitive function in older adults

description: The dataset in the excel spreadsheet depicts the raw data for the salivary biomarkers in the first tabs, and age, MoCA scores and dementia-causing diagnosis category recorded in a single laboratory session. The concentrations of the salivary biomarkers were obtained following an ELISA in the laboratory, whilst the MoCA lasted for approximately 10-minutes and the dementia-causing diagnosis category was recorded for participants who self-reported (“yes”) a dementia diagnosis and those who did not (“no”). 

For the salivary biomarkers, cortisol is in column A, IL-6 in column B and IL-1β in columns C. Ages in columns D, MoCA scores are in column E and dementia-causing diagnosis category in column F.

The equipment and software used to measure and collect the data for the variables listed in the spreadsheet are listed in the word document with all abbreviations reported in full.

The files for this dataset will be shared on publication of the associated article.
DOI: 10.5281/zenodo.18801044
title: EXANTEREGULATIONOFTHEABUSEOFADOMINANTPOSITIONINDIGITALMARKETS

description: Thisarticleanalyzesoffensesrelatedtotheabuseofadominantpositionthatmayariseindigitalmarkets,includingdigitalplatforms,takingintoaccounttheirspecificaspects.Certaininternationalcasesarealsoexaminedwhilediscussingtheissuesofexanteandexpostregulationoftheseoffenses.Additionally,theDMAandnationallegislationarecompared.Thearticlereflectsonexanteregulationanditsdirectapplicationinnationallegislation
DOI: 10.5281/zenodo.18801081
title: test25

description: test25
DOI: 10.5281/zenodo.18801082
title: test25

description: test25
DOI: 10.5281/zenodo.18800715
title: Dataset and tools for: Urban aquatic habitats as refugia for threatened freshwater fish: insights from the Corfu killifish

description:  This record provides the data and supporting Excel workbooks used in the article “Urban aquatic habitats as refugia for threatened freshwater fish: insights from the Corfu killifish”  (Vardakas et al., accepted / in press, Ecological Solutions and Evidence). Files include:  (i) empirical field monitoring and fish total-length data;  (ii) the REVIVE‑POLIS feasibility assessment tool workbook; and  (iii) the REVIVE‑POLIS probabilistic uncertainty & sensitivity analysis workbook (Monte Carlo).  See README.md and the README worksheet within each workbook for file and sheet descriptions.
DOI: 10.5281/zenodo.18800714
title: Dataset and tools for: Urban aquatic habitats as refugia for threatened freshwater fish: insights from the Corfu killifish

description:  This record provides the data and supporting Excel workbooks used in the article “Urban aquatic habitats as refugia for threatened freshwater fish: insights from the Corfu killifish”  (Vardakas et al., accepted / in press, Ecological Solutions and Evidence). Files include:  (i) empirical field monitoring and fish total-length data;  (ii) the REVIVE‑POLIS feasibility assessment tool workbook; and  (iii) the REVIVE‑POLIS probabilistic uncertainty & sensitivity analysis workbook (Monte Carlo).  See README.md and the README worksheet within each workbook for file and sheet descriptions.
DOI: 10.15468/dl.qfjhux
title: Occurrence Download

description: A dataset containing 1617713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-20 -38,55 -38,55 38,-20 38,-20 -38))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Malaconotidae"
 ]
}

 The dataset includes 1617713 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001839-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a827sk
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Cubiceps caeruleus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001898-260226173443078/datasets/export for details.
DOI: 10.15468/dl.7zhp69
title: Occurrence Download

description: A dataset containing 6173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , Cabomba caroliniana, , , , , , , , , , , , , , , , Curicta pelleranoi, , , , Ctenipocoris schadei, , , Tenagobia schadei, , , , Pelocoris bipunctulus, Sigara chrostowskii, Heterocorixa brasiliensis, , , Buenoa salutis, Bourrellyodesmus comperei, , Sigara platensis, Tenagobia incerta, Belostoma micantulum, Mesovelia mulsanti, , , , , , , , , , , , , , Nectris caroliniana, , Cabomba pulcherrima, , , , , Cabomba aquatica, , , , Cabomba australis)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6173 records from 259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001899-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18801084
title: ASSESSMENT OF COGNITIVE LEARNING OUTCOMES IN INFORMATICS EDUCATION BASED ON AI-INTEGRATED INTERACTIVE LEARNING COMPLEXES: A BLOOM'S TAXONOMY APPROACH

description: The rapid advancement of artificial intelligence (AI) technologies and digital transformation in education has significantly increased the demand for innovative interactive learning environments. In this context, the development and effective implementation of AI-integrated interactive learning complexes require a scientifically grounded pedagogical and methodological framework. This study aims to assess cognitive learning outcomes in informatics education through the application of AI-supported interactive learning complexes based on Bloom’s taxonomy.

The research examines the pedagogical potential of interactive digital modules, adaptive learning systems, intelligent tutoring platforms, virtual laboratories, and automated assessment tools in enhancing students’ cognitive development. A comprehensive instructional model grounded in Bloom’s taxonomy is proposed to evaluate students’ learning outcomes across six cognitive levels: remembering, understanding, applying, analyzing, evaluating, and creating. The study employs experimental and analytical methods, including pedagogical observation, diagnostic testing, and statistical data analysis.

The findings demonstrate that systematic integration of artificial intelligence into interactive learning complexes significantly enhances students’ engagement, promotes individualized learning trajectories, and improves cognitive achievement in informatics education. The results confirm that the proposed pedagogical framework contributes to the development of critical thinking, problem-solving skills, and higher-order cognitive competencies. This study provides methodological guidelines for educators and institutions seeking to implement sustainable, adaptive, and learner-centered digital education practices.
DOI: 10.5281/zenodo.18801083
title: ASSESSMENT OF COGNITIVE LEARNING OUTCOMES IN INFORMATICS EDUCATION BASED ON AI-INTEGRATED INTERACTIVE LEARNING COMPLEXES: A BLOOM'S TAXONOMY APPROACH

description: The rapid advancement of artificial intelligence (AI) technologies and digital transformation in education has significantly increased the demand for innovative interactive learning environments. In this context, the development and effective implementation of AI-integrated interactive learning complexes require a scientifically grounded pedagogical and methodological framework. This study aims to assess cognitive learning outcomes in informatics education through the application of AI-supported interactive learning complexes based on Bloom’s taxonomy.

The research examines the pedagogical potential of interactive digital modules, adaptive learning systems, intelligent tutoring platforms, virtual laboratories, and automated assessment tools in enhancing students’ cognitive development. A comprehensive instructional model grounded in Bloom’s taxonomy is proposed to evaluate students’ learning outcomes across six cognitive levels: remembering, understanding, applying, analyzing, evaluating, and creating. The study employs experimental and analytical methods, including pedagogical observation, diagnostic testing, and statistical data analysis.

The findings demonstrate that systematic integration of artificial intelligence into interactive learning complexes significantly enhances students’ engagement, promotes individualized learning trajectories, and improves cognitive achievement in informatics education. The results confirm that the proposed pedagogical framework contributes to the development of critical thinking, problem-solving skills, and higher-order cognitive competencies. This study provides methodological guidelines for educators and institutions seeking to implement sustainable, adaptive, and learner-centered digital education practices.
DOI: 10.5281/zenodo.17779775
title: Two-stage fermentation strategy led to efficient and selective propionate production from food waste with mixed cultures

description: This dataset contains the data related to the set of experiments of BIOCTANE WP1- Module 1 - Task 1.3 - Two-stage fermentation strategy for selective propionate production with mixed cultures. The aim of this experiment was to the investigate a two-stage fermentation strategy to first convert food waste to lactate, and then to propionate and acetate, with adjusted operating conditions (pH and temperature). Two mixed inocula were used: activated sludge and compost leachate in order to compare their performance regarding lactate production and subsequent propionate production from lactate.

The data contain information on the operating conditions, the metabolic profiles obtained at the beginning and the end of each stage, and the microbial communities composition for each stage. README.MB.txt file provides a detailed description of the data. 

These data underpinned a journal article and an oral presentation for a conference.
DOI: 10.5281/zenodo.17779774
title: Two-stage fermentation strategy led to efficient and selective propionate production from food waste with mixed cultures

description: This dataset contains the data related to the set of experiments of BIOCTANE WP1- Module 1 - Task 1.3 - Two-stage fermentation strategy for selective propionate production with mixed cultures. The aim of this experiment was to the investigate a two-stage fermentation strategy to first convert food waste to lactate, and then to propionate and acetate, with adjusted operating conditions (pH and temperature). Two mixed inocula were used: activated sludge and compost leachate in order to compare their performance regarding lactate production and subsequent propionate production from lactate.

The data contain information on the operating conditions, the metabolic profiles obtained at the beginning and the end of each stage, and the microbial communities composition for each stage. README.MB.txt file provides a detailed description of the data. 

These data underpinned a journal article and an oral presentation for a conference.
DOI: 10.5281/zenodo.18800988
title: Data set collected from student questionare KAP and VaccinationHBV
DOI: 10.5281/zenodo.18800987
title: Data set collected from student questionare KAP and VaccinationHBV
DOI: 10.5281/zenodo.18801108
title: METHODOLOGICAL APPROACHES IN THE UYGHUR AND UZBEK SCHOOLS OF POP SINGING

description: This article discusses the types and differences of methodological approaches in the Uyghur and Uzbek schools of performing arts. The directions of pop art in the Uzbek and Uyghur pop performing arts and the aspects and recommendations necessary for professional singers in their study are systematically studied.
DOI: 10.5281/zenodo.18801107
title: METHODOLOGICAL APPROACHES IN THE UYGHUR AND UZBEK SCHOOLS OF POP SINGING

description: This article discusses the types and differences of methodological approaches in the Uyghur and Uzbek schools of performing arts. The directions of pop art in the Uzbek and Uyghur pop performing arts and the aspects and recommendations necessary for professional singers in their study are systematically studied.
DOI: 10.25824/redu/fzbmbx
title: Validação do instrumento de autoavaliação da Escala de Villalta para o diagnóstico da Síndrome Pós-trombótica

description: Conjunto de dados referentes ao preenchimento do formulário da pesquisa de mestrado intitulada "Validação do instrumento de autoavaliação da Escala de Villalta para o diagnóstico da Síndrome Pós-Trombótica"
DOI: 10.15468/dl.dn24j3
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Pinjalo lewisi"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001901-260226173443078/datasets/export for details.
DOI: 10.15468/dl.gcdm54
title: Occurrence Download

description: A dataset containing 148 records in GBIF matching the query:

SELECT
 GBIF_ISEA3HCode(
 7, 
 decimalLatitude,
 decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)
 ) AS geogrid_id,
 CASE 
 WHEN classKey IN ('359') THEN 'Mammals'
 WHEN classKey IN ('212') THEN 'Birds'
 WHEN familyKey IN ('1103', '1104', '494', '495', '1105', '496', '497', '1106', '498', '499', '1107', '537', '538', '1153', '547', '1162', '548', '549', '550', '1163', '1164', '1165', '1166', '1167', '1305', '1067', '1306', '1307', '1308', '1068', '1069', '587', '1310', '588', '589', '1311', '1312', '1313', '590', '708', '890', '774', '889', '773', '772', '888', '765', '879') THEN 'Bony Fish'
 WHEN classKey IN ('131') THEN 'Amphibians'
 WHEN classKey IN ('216') THEN 'Insects'
 WHEN classKey IN ('11418114', '11569602', '11592253', '11493978') THEN 'Reptiles'
 WHEN phylumKey IN ('52') THEN 'Molluscs'
 WHEN classKey IN ('367') THEN 'Arachnids'
 WHEN classKey IN ('220', '196') THEN 'Flowering Plants'
 WHEN classKey IN ('194', '244', '228', '282') THEN 'Gymnosperms'
 WHEN orderKey IN ('392') THEN 'Ferns'
 WHEN phylumKey IN ('35') THEN 'Mosses'
 WHEN phylumKey IN ('95') THEN 'Sac Fungi'
 WHEN phylumKey IN ('34') THEN 'Basidiomycota'
 END AS taxonomic_group,
 COUNT(DISTINCT speciesKey) AS species_count
FROM occurrence
WHERE countryCode = 'TD'
 AND hasCoordinate = TRUE
 AND hasGeospatialIssues = FALSE
 AND coordinateUncertaintyInMeters &lt;= 2000
 AND occurrenceStatus = 'PRESENT'
 AND speciesKey IS NOT NULL
 AND basisOfRecord != 'FOSSIL_SPECIMEN'
 AND taxonRank = 'SPECIES'
 AND (
 classKey IN ('359', '212', '131', '216', '11418114', '11569602', '11592253', '11493978', '367', '220', '196', '194', '244', '228', '282')
 OR familyKey IN ('1103', '1104', '494', '495', '1105', '496', '497', '1106', '498', '499', '1107', '537', '538', '1153', '547', '1162', '548', '549', '550', '1163', '1164', '1165', '1166', '1167', '1305', '1067', '1306', '1307', '1308', '1068', '1069', '587', '1310', '588', '589', '1311', '1312', '1313', '590', '708', '890', '774', '889', '773', '772', '888', '765', '879')
 OR phylumKey IN ('52', '35', '95', '34')
 OR orderKey IN ('392')
 )
GROUP BY geogrid_id, taxonomic_group;


 The dataset's 148 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001890-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18789051
title: Improved Strategies for Fermionic Quantum Simulation with Global Interactions - Data

description: Dataset accompanying the publication:

Kaldenbach, Thierry N., Schultheis, Erik, Stewen, Niklas, and Gabriel Breuil. "Improved Strategies for Fermionic Quantum Simulation with Global Interactions." arXiv preprint arXiv:2504.03237 (2026).

To be used in conjunction with the code publication from GitHub - dlr-wf/MS-gate-noise-model.
DOI: 10.5281/zenodo.18789050
title: Improved Strategies for Fermionic Quantum Simulation with Global Interactions - Data

description: Dataset accompanying the publication:

Kaldenbach, Thierry N., Schultheis, Erik, Stewen, Niklas, and Gabriel Breuil. "Improved Strategies for Fermionic Quantum Simulation with Global Interactions." arXiv preprint arXiv:2504.03237 (2026).

To be used in conjunction with the code publication from GitHub - dlr-wf/MS-gate-noise-model.
DOI: 10.15468/dl.63t9kk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rinorea angustifolia, Syzygium borbonicum, Syzygium myrtifolium, Syzygium odoardoi, Acosmium cardenasii, Acosmium dasycarpum, Acosmium nitens, Acosmium praeclarum, Acrocomia aculeata, Acrodiclidium aureum, Terminalia eichleriana, Wisteria floribunda, Xylopia patoniae, Actinostemon amazonicus, Actinostemon concepcionis, Actinostemon concolor, Actinostemon imbricatus, Actinostemon klotzschii, Actinostemon schomburgkii, Adelia ricinella, Adelia triloba, Adelobotrys adscendens, Adenaria floribunda, Adenocalymma allamandiflorum, Adenocalymma biternatum, Adenocalymma bracteosum, Adenocalymma cladotrichum, Adenocalymma contractum, Adenocalymma, Adenocalymma flaviflorum, Adenocalymma impressum, Adenocalymma inundatum, Adenocalymma magnificum, Adenocalymma marginatum, Adenocalymma patulum, Adenocalymma purpurascens, Adenocalymma schomburgkii, Adenolisianthus arboreus, Adenophaedra grandifolia, Acalypha stachyura, Acalypha stenoloba, Acalypha stricta, Acalypha villosa, Acanthella pulchra, Acanthella sprucei, Acanthocladus scleroxylon, Acanthosyris annonagustata, Acanthosyris asipapote, Achatocarpus praecox, Achrouteria pomifera, Acidoton nicaraguensis, Aegiphila lhotskiana, Aegiphila martinicensis, Aegiphila membranacea, Aegiphila mollis, Aegiphila multiflora, Aegiphila perplexa, Aegiphila quararibeana, Aegiphila racemosa, Aegiphila roraimensis, Aegiphila smithii, Aegiphila sordida, Aegiphila spicata, Aegiphila steinbachii, Aegiphila sufflava, Aegiphila triflora, Aegiphila venezuelensis, Aegiphila verticillata, Aegiphila villosa, Aegiphila vitelliniflora, Aenigmatanthera lasiandra, Aeschynomene ciliata, Agarista duckei, Agarista oleifolia, Agonandra brasiliensis, Agonandra, Agonandra excelsa, Agonandra peruviana, Agonandra silvatica, Agouticarpa curviflora, Agouticarpa isernii, Agouticarpa spinosa, Agouticarpa velutina, Agouticarpa williamsii, Aguiaria excelsa, Alseis reticulata, Alseis smithii, Alsophila cuspidata, Amaioua brevidentata, Amaioua contracta, Adenophaedra megalophylla, Adenopodia floribunda, Adiscanthus fusciflorus, Adolphoduckea maynense, Aegiphila alba, Aegiphila aracaensis, Aegiphila bracteolosa, Aegiphila buchtienii, Aegiphila cordata, Aegiphila cordifolia)",
 {
 "or" : [
 "Year is greater than or equal to 1850",
 "HasCoordinate is true"
 ]
 },
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is one of (South America, North America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001891-260226173443078/datasets/export for details.