cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28269557
title: Playing a serious game to increase fertility awareness: perceptions of adolescents, parents and teachers

description: Infertility is increasing globally, affecting one in six adults due to factors like delayed childbearing and lifestyle changes. Despite the recognition of the importance of increasing fertility awareness, levels remain low. This study evaluated the perceptions of ‘FActs!’, a serious game aimed at improving adolescents’ fertility awareness. The narratives of adolescents, parents and teachers about the utility of this tool and its educational potential were also addressed using focus groups. The game (https://myfacts.eu/) comprises 12 questions (birth year, biological sex, country and nine questions addressing fertility topics (probability of conceiving, the definition of infertility, and fertility risk factors such as age, smoking, alcohol, drugs and physical exercise). These questions emerge from four scenarios: a school playground, a party, a gym and a sibling’s house. Players receive immediate feedback about their answers and brief educational information to improve their knowledge. Players accumulate stars for correct answers as they progress through the scenarios and answer the questions. Findings revealed that ‘FActs!’ effectively engages adolescents and enhances their understanding of fertility. Adolescents, parents and teachers responded positively, appreciating its interactive nature and ability to facilitate discussions on reproductive health. However, limitations such as the need for more comprehensive information and high reading requirements were noted. The study highlights the importance of integrating comprehensive fertility education into health curricula using diverse, engaging methods. It also underscores the necessity of supporting parents and teachers to improve their comfort and capability in discussing fertility. “FActs!” is a valuable tool with the potential for broader educational contexts. Future research should quantitatively assess “FActs!” across various demographics and include interventions to boost fertility awareness among parents and teachers, thereby enhancing their support for adolescents’ informed reproductive choices.
DOI: 10.15468/dl.uag6cu
title: Occurrence Download

description: A dataset containing 640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acipenser transmontanus Richardson, 1836)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 640 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000480-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5m03z89r
title: MassIVE MSV000096926 - SWAPS: a modular deep-learning empowered peptide identity propagation framework beyond match-between-run
title: Mass spectrometry (MS)-based proteomics relies heavily on MS/MS (MS2) data, which does not fully exploit the available MS1 information. Traditional peptide identification propagation (PIP) methods, such as Match-Between-Runs (MBR), are limited to similar runs, particularly with the same liquid chromatography (LC) gradients, thus potentially underutilizing available proteomics libraries. We introduce SWAPS, a novel and modular MS1-centric framework incorporating advances in peptide property prediction, extensive proteomics libraries, and deep learning-based post-processing to enable and explore PIP across more diverse experimental conditions and LC gradients. SWAPS substantially enhances precursor identifications, especially in shorter gradients. On the example of 30-, 15-, and 7.5-minute gradients, SWAPS achieves increases of 46.3%, 86.2%, and 112.1% on precursor-level over MS2-based identifications from MaxQuant. Despite the inherent challenges in controlling false discovery rates (FDR) with MS1-based methods, SWAPS demonstrates strong efficacy in deconvoluting MS1 signals, offering powerful discrimination and deeper sequence exploration while maintaining quantitative accuracy. By building on and applying peptide property predictions in practical contexts, SWAPS reveals that current models, while advanced, are still not yet fully comparable to experimental measurements, sparking the need for further research. Additionally, its modular design allows seamless integration of future improvements, positioning SWAPS as a forward-looking tool in proteomics.
DOI: 10.15468/dl.re6kyk
title: Occurrence Download

description: A dataset listing the 45725 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "OccurrenceStatus is Present",
 "Year 1899-2025"
 ]
}

 The dataset's 45725 records were derived from 715 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17862/cranfield.rd.5984887.v1
title: Consumer Driven Energy Drink Development - Workshop

description: This
project explores a novel methodology for design and manufacture of consumer-driven
personalised Energy Drinks (ED) using
novel technologies developed by the research
group. Initially, a novel online crowdsourcing OI platform named <i>‘Preference Marketplace’</i> is used to
identify consumer’s preferences & sensory attributes for the formulation of ED
and then followed by manufacturing of consumer-preferred ED using a novel
automated continuous flow manufacturing reactor for sensory evaluation. By
combining the two technologies, it is now possible to produce an economical and
sustainable on-demand formulated liquid food products that meet consumer needs.
DOI: 10.15468/dl.4xfmy3
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus komarovii (Sarg.) Rehder"
 ]
}

 The dataset includes 159 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000481-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvyrzz
title: Occurrence Download

description: A dataset containing 3596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence, Observation, Human Observation)",
 "Continent is Asia",
 "Country is Iran (Islamic Republic of)",
 "DatasetKey is one of (Observation.org, Nature data from around the World, iNaturalist Research-grade Observations, INSDC Sequences, Zoologische Staatssammlung Muenchen - International Barcode of Life (iBOL) - Barcode of Life Project Specimen Data, Lund University Biological Museum - Insect collections Specimens, UJ Nature Education Centre - the Lepidoptera Collection, Lepidoptera World (Luomus) (LEPW), The Keiichi Omoto Butterfly Collection(Papilionidae), The University Museum, The University of Tokyo, Entomological Specimens of Museum of Nature and Human Activities, Hyogo Pref., Japan, Zoological Museum Amsterdam, University of Amsterdam (NL) - Lepidoptera_Nymphalidae_Palearctic)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, ada9d123-ddb4-467d-8891-806ea8d94230, 0e2ae538-4332-4f41-bfee-8aa2c693d2a9, c0758a16-296b-4ec3-97fd-8a057d9060f3, 97a3ce10-3e54-11d9-8439-b8a03c50a862, 04fd2e13-6881-4e5c-9dd1-8fdd9ab993c1, 4fd82480-ea1c-11da-8db4-b8a03c50a862, c3367060-856b-11d9-8486-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862)",
 "TaxonKey is Lepidoptera",
 "Year 1993-2022"
 ]
}

 The dataset includes 3596 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004298-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14726230
title: A Telescopic Microscope Equipped with a Quanta Image Sensor for Live-Cell Bioluminescence Imaging
DOI: 10.5281/zenodo.14726231
title: A Telescopic Microscope Equipped with a Quanta Image Sensor for Live-Cell Bioluminescence Imaging
DOI: 10.5281/zenodo.14730590
title: 20250122_Paula_Schöder
DOI: 10.5281/zenodo.14730591
title: 20250122_Paula_Schöder
DOI: 10.15468/dl.t3wck4
title: Occurrence Download

description: A dataset containing 1297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sparus aurata Linnaeus, 1758",
 "HasCoordinate is true",
 "Geometry POLYGON ((-10 28, 38 28, 38 51, -10 51, -10 28))",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1850",
 "Year is less than or equal to 2014",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)"
 ]
}

 The dataset includes 1297 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000483-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.23628267
title: Accuracy of tag drop wrt speed upload.xlsx

description: Each sheet seems to explore a different parameter affecting the accuracy of tag drops, including speed, height, and variability in motion.
DOI: 10.6084/m9.figshare.23628267.v1
title: Accuracy of tag drop wrt speed upload.xlsx

description: Each sheet seems to explore a different parameter affecting the accuracy of tag drops, including speed, height, and variability in motion.
DOI: 10.15468/dl.s6aaxk
title: Occurrence Download

description: A dataset containing 64536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carassius auratus (Linnaeus, 1758))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 64536 records from 380 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000486-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/090b295f-f602-4ce4-a82f-ec6363427afe
title: Seksueel gezond opgroeien met een visuele beperking
DOI: 10.15468/dl.a58gaz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Observation.org, Nature data from around the World, iNaturalist Research-grade Observations)",
 "GadmGid is DEU.15_1",
 "TaxonKey is Myriophyllum aquaticum (Vell.) Verdc.",
 "Year 2019-2024"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000489-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq46wp
title: Occurrence Download

description: A dataset containing 11735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 11735 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000490-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fy754
title: Occurrence Download

description: A dataset containing 11735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 11735 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000492-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arat5x
title: Occurrence Download

description: A dataset containing 482740456 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 482740456 records from 10980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254513-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5287/ora-brnr9da2n
title: Dataset for Measurement of turbulent velocity and bounds for thermal diffusivity in laser shock compressed foams by X-ray photon correlation spectroscopy

description: Data for the plots in Measurement of turbulent velocity and bounds for thermal diffusivity in laser shock compressed foams by X-ray photon correlation spectroscopy
DOI: 10.6084/m9.figshare.29318357
title: Venetoclax-Fumaric Acid Co-crystal Data

description: Venetoclax-Fumaric acid co-crystal formation mechanism studied by solid state NMR.
DOI: 10.6084/m9.figshare.29318357.v1
title: Venetoclax-Fumaric Acid Co-crystal Data

description: Venetoclax-Fumaric acid co-crystal formation mechanism studied by solid state NMR.
DOI: 10.15468/dl.xwgqt3
title: Occurrence Download

description: A dataset containing 19951 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia falcata"
 ]
}

 The dataset includes 19951 records from 519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018296-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvtsdz
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 (Alytes obstetricans)",
 "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/0018302-250914085247600/datasets/export for details.
DOI: 10.15468/dl.emaxxq
title: Occurrence Download

description: A dataset containing 1097 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spodoptera eridania"
 ]
}

 The dataset includes 1097 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018299-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mx3h5z
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 (Alytes obstetricans)",
 "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/0018300-250914085247600/datasets/export for details.
DOI: 10.15468/dl.puvr2m
title: Occurrence Download

description: A dataset containing 26783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Veronica scutellata"
 ]
}

 The dataset includes 26783 records from 567 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018297-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.849jbu
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thaumatotibia leucotreta"
 ]
}

 The dataset includes 604 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018303-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3wezy
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptonycteris curasoae",
 "Year 1995-2025"
 ]
}

 The dataset includes 174 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018304-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hwuen
title: Occurrence Download

description: A dataset containing 1055 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tuta absoluta"
 ]
}

 The dataset includes 1055 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018305-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3xyh6
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agadasys"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018306-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30164719
title: Data of Applying AI in Health Care of Students

description: Integrating Artificial Intelligence (AI) in healthcare is considered an unavoidable trend across countries globally. The perceptions and attitudes of healthcare students play a crucial role in advancing reforms within training programs. This study aimed to explore healthcare students' perceptions and attitudes toward the application of AI in the healthcare process and to assess the correlation between these two factors.A cross-sectional study was conducted on 967 healthcare students from December 2024 to January 2025. The research utilized a three-part self-report questionnaire designed to assess the perceptions and attitudes of healthcare students regarding the application of AI in healthcare. Descriptive statistics and correlation tests were employed for data analysis.This dataset was used for the study.
DOI: 10.6084/m9.figshare.30164719.v1
title: Data of Applying AI in Health Care of Students

description: Integrating Artificial Intelligence (AI) in healthcare is considered an unavoidable trend across countries globally. The perceptions and attitudes of healthcare students play a crucial role in advancing reforms within training programs. This study aimed to explore healthcare students' perceptions and attitudes toward the application of AI in the healthcare process and to assess the correlation between these two factors.A cross-sectional study was conducted on 967 healthcare students from December 2024 to January 2025. The research utilized a three-part self-report questionnaire designed to assess the perceptions and attitudes of healthcare students regarding the application of AI in healthcare. Descriptive statistics and correlation tests were employed for data analysis.This dataset was used for the study.
DOI: 10.5281/zenodo.17158629
title: NDVI
DOI: 10.5281/zenodo.17158630
title: NDVI
DOI: 10.15468/dl.yv4pye
title: Occurrence Download

description: A dataset containing 64747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Asio otus"
 ]
}

 The dataset includes 64747 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018279-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17141995
title: Dataset: Statistics makes a difference: Machine learning adsorption dynamics of functionalized cyclooctyne on Si(001) at DFT accuracy

description: Raw Data for the publication

Statistics makes a difference: Machine learning adsorption dynamics of functionalized cyclooctyne on Si(001) at DFT accuracy
DOI: 10.6084/m9.figshare.30152848
title: Example_data_GATHeR.zip

description: This dataset provides two small, public-source subsets for testing GATHER:• Plasmablast scRNA-seq (n = 6) from GEO GSE116500 (Neu et al., J Clin Invest 2019).• Memory B-cell scRNA-seq (n = 10) from ArrayExpress E-MTAB-11452 (Hagemann-Jensen et al., Nat Biotechnol 2022).Subsets were down-sampled for reproducible testing; see Related materials for the full datasets. Please cite the original studies/accessions and this Figshare record.<br>References:[1] Neu KE et al. J Clin Invest. 2019;129(1):93–105. doi:10.1172/JCI121341. Data: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE116500[2] Hagemann-Jensen M et al. Nat Biotechnol. 2022;40(10):1452–1457. doi:10.1038/s41587-022-01311-4. Data: https://www.ebi.ac.uk/biostudies/arrayexpress/studies/E-MTAB-11452<br>
DOI: 10.6084/m9.figshare.30152848.v1
title: Example_data_GATHeR.zip

description: This dataset provides two small, public-source subsets for testing GATHER:• Plasmablast scRNA-seq (n = 6) from GEO GSE116500 (Neu et al., J Clin Invest 2019).• Memory B-cell scRNA-seq (n = 10) from ArrayExpress E-MTAB-11452 (Hagemann-Jensen et al., Nat Biotechnol 2022).Subsets were down-sampled for reproducible testing; see Related materials for the full datasets. Please cite the original studies/accessions and this Figshare record.<br>References:[1] Neu KE et al. J Clin Invest. 2019;129(1):93–105. doi:10.1172/JCI121341. Data: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE116500[2] Hagemann-Jensen M et al. Nat Biotechnol. 2022;40(10):1452–1457. doi:10.1038/s41587-022-01311-4. Data: https://www.ebi.ac.uk/biostudies/arrayexpress/studies/E-MTAB-11452<br>