cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bfyng97bkc.3
title: Dataset for Global Web Accessibility Assessment of National Libraries’ Websites: A 2025 Snapshot

description: This data is a result of web accessibility evaluation of National Libraries, using Popetech web accessibility platform. Popetech (https://www.pope.tech/), in turn, uses WAVE web accessibility evaluation tool (https://wave.webaim.org/). 
The dataset consist of five files derived from the article "Global Web Accessibility Assessment of National Libraries’ Web
sites: A 2025 Snapshot", which is currently being submited to a scientific journal for publication.
DOI: 10.17632/nmtbfn263y
title: Effect of addition of different dairy ingredients on the quality of yogurt

description: Research Hypothesis: Yogurt flavor depends on both starter cultures and dairy base composition. Different ingredients alter flavor precursors (amino acids, fatty acids), directing microbial metabolism to produce distinct key flavor compounds and sensory profiles.

Data & Methods: Flavor differences were characterized using sensory evaluation, E-nose, GC×GC-O-MS (for OAVs and concentrations of 19 key odorants), and HPLC (for amino and organic acids). Correlation analyses linked chemical and sensory data.

Key Findings: Whey protein (WP) yogurt performed best, with the highest levels of key volatiles (e.g., acetoin, diacetyl), organic acids, and sweet amino acids (alanine, lysine), resulting in superior creamy/fresh aroma and balanced taste. Core flavor drivers were acetoin (OAV=76), acetic acid (OAV=181), diacetyl (OAV=30), and 2-nonanone (OAV=52). Milky aroma correlated with acetoin, fresh with styrene, and fishy odor with hexanoic/butyric acids.

Interpretation & Application: High OAV compounds drive sensory perception. For optimal flavor, use whey protein. To correct fishy off-notes, trace and reduce precursors like caproic/butyric acid by adjusting ingredients or process.
DOI: 10.17632/nmtbfn263y.1
title: Effect of addition of different dairy ingredients on the quality of yogurt

description: Research Hypothesis: Yogurt flavor depends on both starter cultures and dairy base composition. Different ingredients alter flavor precursors (amino acids, fatty acids), directing microbial metabolism to produce distinct key flavor compounds and sensory profiles.

Data & Methods: Flavor differences were characterized using sensory evaluation, E-nose, GC×GC-O-MS (for OAVs and concentrations of 19 key odorants), and HPLC (for amino and organic acids). Correlation analyses linked chemical and sensory data.

Key Findings: Whey protein (WP) yogurt performed best, with the highest levels of key volatiles (e.g., acetoin, diacetyl), organic acids, and sweet amino acids (alanine, lysine), resulting in superior creamy/fresh aroma and balanced taste. Core flavor drivers were acetoin (OAV=76), acetic acid (OAV=181), diacetyl (OAV=30), and 2-nonanone (OAV=52). Milky aroma correlated with acetoin, fresh with styrene, and fishy odor with hexanoic/butyric acids.

Interpretation & Application: High OAV compounds drive sensory perception. For optimal flavor, use whey protein. To correct fishy off-notes, trace and reduce precursors like caproic/butyric acid by adjusting ingredients or process.
DOI: 10.17632/z5mbxh88vb
title: The effect of temperature and hydrogen on the bentonite microecosystem in a high-level radioactive waste repository

description: Physicochemical Data and Microbial 16S rRNA Results from a high-level radioactive waste repository
DOI: 10.17632/z5mbxh88vb.1
title: The effect of temperature and hydrogen on the bentonite microecosystem in a high-level radioactive waste repository

description: Physicochemical Data and Microbial 16S rRNA Results from a high-level radioactive waste repository
DOI: 10.17632/j3bt9c4ccp
title: Development of a sweet addiction questionnaire

description: We collected dat from Spain, US and Hungary, obtaining over 1,000 answers on a newly developed sweet addiction questionnaire based on Griffiths (2005) components model.
DOI: 10.17632/j3bt9c4ccp.1
title: Development of a sweet addiction questionnaire

description: We collected dat from Spain, US and Hungary, obtaining over 1,000 answers on a newly developed sweet addiction questionnaire based on Griffiths (2005) components model.
DOI: 10.17632/vn43dpvbzr
title: CERVIFIED Database

description: CERVIFIED-Database
DOI: 10.25824/redu/rkkpkw
title: Fatores de risco para dor intensa na inserção de dispositivo intrauterino de cobre (TCu380a) e levonorgestrel (SIU-LNG) em usuárias do ambulatório de planejamento familiar da Unicamp

description: Objetivos: Determinar fatores de risco para dor intensa durante a inserção do dispositivo intrauterino de cobre (TCu380A) e levonorgestrel (SIU-LNG) utilizando dados de fichas médicas, coletados entre os anos 2020 e 2024. Adicionalmente, avaliar se o uso de medicação antes ou depois do procedimento está associado a escores mais baixos de dor na inserção (0 a 6 na escala EVA). Material e métodos: O estudo consistirá em uma revisão do banco de dados já existente de pessoas que inseriram DIU nos últimos 5 anos. Estimamos que em torno de 8000 mulheres entre 18-45 anos tenham registrado o grau de dor na inserção. Uma análise retrospectiva será conduzida usando regressão logística para examinar os fatores de risco para dor intensa imediatamente após a colocação do dispositivo. A dor será mensurada usando uma Escala Visual Analógica (EVA) variando de 0 (sem dor) a 10 (pior dor já vivenciada), e as pontuações serão classificadas como dor leve (1-3), dor moderada (4-6) e dor intensa (7-10). Fatores demográficos e clínicos, como idade, paridade, padrão menstrual e histórico obstétrico serão incluídos na análise de fatores de risco. Por fim, será investigada a potencial associação entre uso de medicação e dor, controlando potenciais efeitos de confusão de covariáveis relacionadas usando o mesmo método. A interação entre variáveis será expressa em valores de odds ratio com respectivos IC a 95%
DOI: 10.17632/vn43dpvbzr.3
title: CERVIFIED Database

description: CERVIFIED-Database
DOI: 10.6084/m9.figshare.30555475
title: Thai Millennial & Gen Z Ethical Values Assessment Data from Globalized Adolescence: Tracking the Developmental Implications of Modern Globalization in Thailand

description: Thai Millennial & Gen Z Ethical Values Assessment Data
DOI: 10.6084/m9.figshare.30555475.v1
title: Thai Millennial & Gen Z Ethical Values Assessment Data from Globalized Adolescence: Tracking the Developmental Implications of Modern Globalization in Thailand

description: Thai Millennial & Gen Z Ethical Values Assessment Data
DOI: 10.25824/redu/7oxrks
title: Conjunto de dados endometriose

description: O conjunto de dados utilizado nesta pesquisa foi composto pelos resultados obtidos por meio de questionários aplicados à população estudada. Para a caracterização da amostra, foram considerados parâmetros fundamentais, incluindo idade, altura, peso, nível de atividade física, intensidade da dor, depressão, força de preensão palmar, qualidade de vida e indicadores de ansiedade.
DOI: 10.17632/xtjbb27k29
title: bottom-up C sequestration

description: original data about bottom-up C sequestration
DOI: 10.17632/xtjbb27k29.1
title: bottom-up C sequestration

description: original data about bottom-up C sequestration
DOI: 10.17632/mp6n4532r4
title: Charging Station Environment - Dataset

description: The generated charging station data and the results obtained for the electric vehicles charging scheduling problem with admission decision and photovoltaic panels production.

Paper: "Study of electric vehicle charging scheduling with renewable energy: Offline and stochastic online optimization"
Link: https://doi.org/10.1016/j.ejor.2026.01.015
Free access (valid until March 10, 2026): https://kwnsfk27.r.eu-west-1.awstrack.me/L0/https:%2F%2Fauthors.elsevier.com%2Fa%2F1mTV31LnJ6%257EjJw/1/0102019bd7fe2df9-b9d76259-16e3-4650-8dc4-d2f80b738f76-000000/AreCO0hPMDKAKQI7SeFBjMDw0ks=461


The GitHub repository associated to reproduce the results can be found on: https://github.com/RemiG3/Charging_Station_Env
DOI: 10.17632/mp6n4532r4.3
title: Charging Station Environment - Dataset

description: The generated charging station data and the results obtained for the electric vehicles charging scheduling problem with admission decision and photovoltaic panels production.

Paper: "Study of electric vehicle charging scheduling with renewable energy: Offline and stochastic online optimization"
Link: https://doi.org/10.1016/j.ejor.2026.01.015
Free access (valid until March 10, 2026): https://kwnsfk27.r.eu-west-1.awstrack.me/L0/https:%2F%2Fauthors.elsevier.com%2Fa%2F1mTV31LnJ6%257EjJw/1/0102019bd7fe2df9-b9d76259-16e3-4650-8dc4-d2f80b738f76-000000/AreCO0hPMDKAKQI7SeFBjMDw0ks=461


The GitHub repository associated to reproduce the results can be found on: https://github.com/RemiG3/Charging_Station_Env
DOI: 10.17632/83p9f6s9fp
title: data/code for ITIMV

description: data and code for an integrated testing, inventory management, and vehicle routing problem with consecutive batch processing
DOI: 10.34894/idsq84
title: Data sets for: In vitro assessment of antibacterial and biocompatibility properties of a poly-ε-lysine and hyaluronic acid contact-killing coating to prevent prosthetic joint infection

description: This study determined the potential of a poly-ε-lysine and hyaluronic acid (PEL-10/HA144-1) contact-killing coating as a promising prevention of bacterial attachment. 
The PEL-10/HA144-1 coating was deposited on titanium alloy Ti6Al4V (Ti) and ultra-high-molecular-weight-polyethylene (UHMWPE). Data includes coating characterization (water contact angle, roughness, pin-on-disk test), antibacterial efficacy testing, and biocompatibility and osteogenic function assessment.
DOI: 10.17632/83p9f6s9fp.1
title: data/code for ITIMV

description: data and code for an integrated testing, inventory management, and vehicle routing problem with consecutive batch processing
DOI: 10.17632/7fcnjtryxm
title: Tectono-paleogeographic evolution of an intra-oceanic arc-basin system in the Chinese North Tianshan of the southwestern Altaids

description: Supporting Information for
Tectono-paleogeographic evolution of an intra-oceanic arc-basin system in the North Tianshan of the southwestern Altaids
Meng Zhang1, Wenjiao Xiao1,2,3,*, Qigui Mao1,2, Guocan Wang4,5, Hadi Shafaii Moghadam1, He Yang1,2, Miao Sang1,2, Hao Wang1,2, Rui Li1,2
1 National Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
2 College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
3 Institute of Geology and Geophysics, Chinese Academy of Sciences, 100029 Beijing, China
4 School of Earth Sciences, China University of Geosciences, Wuhan 430074, China
5 Institute of Geological Survey, Institute of Advanced Studies, China University of Geosciences, Wuhan 430074, China

Contents of this file 
Supplementary Analytical Method
Supplementary Figures 1-1
Supplementary Tables 1-6

Additional Supporting Information (Files uploaded separately)
Supplementary Analytical Method. Analysis methods of zircon U-Pb geochronology and Hf isotope analysis.
Supplementary Figure 1. Tectono-paleogeographic reconstruction of arc-basin systems located along the eastern margin of Australia plate since the Late Cretaceous, showing the multiple roll-back process of the arc-basin system, and the initial subduction of back-arc basins induced by the advancing subduction of the Pacific Ocean plate.
Supplementary Figure 2. Field outcrops and thin sections of samples collected in this study.
Supplementary Figure 3. Zircon U-Pb concordia diagrams of samples collected in this study.
Supplementary Figure 4. Cambrian to Ordovician intermediate to felsic magmatism in the southwestern Altaids and adjacent areas.
Supplementary Table 1. Zircon LA-ICP-MS U-Pb geochronologic data of deep-water clastic rock samples from the North Tianshan belt in this study.
Supplementary Table 2. Zircon LA-MC-ICP-MS Hf isotope data of deep-water clastic rock samples from the North Tianshan belt in this study.
Supplementary Table 3. Zircon LA-ICP-MS U-Pb geochronologic data of published deep-water clastic rock samples from the North Tianshan belt.
Supplementary Table 4. Zircon LA-MC-ICP-MS Hf isotope data of published deep-water clastic rock samples from the North Tianshan belt.
Supplementary Table 5. Crystallizing age, whole rock Sr-Nd and zircon Lu-Hf isotopic data of magmatic rocks in the North Tianshan belt. 
Supplementary Table 6. Zircon LA-ICP-MS U-Pb geochronologic data of published clastic rock samples from the Siberian craton, Mongolia collage, Kazakhstan collage and Tarim craton.
DOI: 10.17632/7fcnjtryxm.3
title: Tectono-paleogeographic evolution of an intra-oceanic arc-basin system in the Chinese North Tianshan of the southwestern Altaids

description: Supporting Information for
Tectono-paleogeographic evolution of an intra-oceanic arc-basin system in the North Tianshan of the southwestern Altaids
Meng Zhang1, Wenjiao Xiao1,2,3,*, Qigui Mao1,2, Guocan Wang4,5, Hadi Shafaii Moghadam1, He Yang1,2, Miao Sang1,2, Hao Wang1,2, Rui Li1,2
1 National Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands, Xinjiang Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011, China
2 College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
3 Institute of Geology and Geophysics, Chinese Academy of Sciences, 100029 Beijing, China
4 School of Earth Sciences, China University of Geosciences, Wuhan 430074, China
5 Institute of Geological Survey, Institute of Advanced Studies, China University of Geosciences, Wuhan 430074, China

Contents of this file 
Supplementary Analytical Method
Supplementary Figures 1-1
Supplementary Tables 1-6

Additional Supporting Information (Files uploaded separately)
Supplementary Analytical Method. Analysis methods of zircon U-Pb geochronology and Hf isotope analysis.
Supplementary Figure 1. Tectono-paleogeographic reconstruction of arc-basin systems located along the eastern margin of Australia plate since the Late Cretaceous, showing the multiple roll-back process of the arc-basin system, and the initial subduction of back-arc basins induced by the advancing subduction of the Pacific Ocean plate.
Supplementary Figure 2. Field outcrops and thin sections of samples collected in this study.
Supplementary Figure 3. Zircon U-Pb concordia diagrams of samples collected in this study.
Supplementary Figure 4. Cambrian to Ordovician intermediate to felsic magmatism in the southwestern Altaids and adjacent areas.
Supplementary Table 1. Zircon LA-ICP-MS U-Pb geochronologic data of deep-water clastic rock samples from the North Tianshan belt in this study.
Supplementary Table 2. Zircon LA-MC-ICP-MS Hf isotope data of deep-water clastic rock samples from the North Tianshan belt in this study.
Supplementary Table 3. Zircon LA-ICP-MS U-Pb geochronologic data of published deep-water clastic rock samples from the North Tianshan belt.
Supplementary Table 4. Zircon LA-MC-ICP-MS Hf isotope data of published deep-water clastic rock samples from the North Tianshan belt.
Supplementary Table 5. Crystallizing age, whole rock Sr-Nd and zircon Lu-Hf isotopic data of magmatic rocks in the North Tianshan belt. 
Supplementary Table 6. Zircon LA-ICP-MS U-Pb geochronologic data of published clastic rock samples from the Siberian craton, Mongolia collage, Kazakhstan collage and Tarim craton.
DOI: 10.25824/redu/ftof1t
title: Replication Data for: Dados do projeto envolvendo segurança e qualidade de alimentos plant-based: contaminantes inorgânicos e físicos, bioacessibilidade e elementos histológico

description: Apesar de sua imagem positiva, alimentos plant-based podem representar riscos à saúde devido à presença de contaminantes e fraudes. Compreender o perfil dessa classe de alimento é essencial para garantir qualidade e segurança. Os presentes dados apresentam os resultados brutos de 57 alimentos plant-based, sendo 30 bebidas vegetais e 27 produtos análogos a carnes e derivados. Foram avaliados 12 elementos-traço (Al, Cr, Co, Ni, As, Mo, Cd, Ba, Sb, Pb, Hg e Se) utilizando um espectrômetro de massas com fonte de plasma com acoplamento indutivo (ICP-MS), bem como foram realizadas análises microscópicas para identificação da presença de matéria estranha, como fragmentos de insetos e pelos de mamíferos, e elementos histológicos para verificação de possíveis fraudes.
DOI: 10.17632/khtp4kpkfd
title: Dataset – Nursepreneurship Education and Curriculum Innovation in Nursing Education

description: (CSV) Dataset – Nursepreneurship Education and Curriculum Innovation in Nursing Education
DOI: 10.17632/khtp4kpkfd.1
title: Dataset – Nursepreneurship Education and Curriculum Innovation in Nursing Education

description: (CSV) Dataset – Nursepreneurship Education and Curriculum Innovation in Nursing Education
DOI: 10.17632/38zx6wmc8h
title: Single-nucleus RNA sequencing of hiPSC-derived neurons generated by different methods

description: Single-nucleus RNA sequencing of hiPSC-derived neurons (hiNs) generated by three different methods:
1) Direct hiPSC-to-neuron lineage reprogramming using Neurog2 (4 weeks)
2) Neural induction by dual SMAD-inhibition followed by spontaneous neuronal differentiation (4 and 6 weeks)
3) Ascl1 expression in neural progenitor cells (4 weeks)

HiNs cultures at 4 or 6 weeks were washed in the imaging plate wells with 500 µL of Deionized Phosphate Buffer Saline 0.1M (DPBS, GIBCO™, Fisher Scientific 11590476). Cells were resuspended in 1 ml of Lysis Buffer (Tris-HCL 10mM, NaCl 10mM, MgCl2 3mM, Tween-20 0,1%, Nonidet P40 Substitute 0,1%, Digitonin 0,01%, BSA 1%, Invitrogen™ RNAseout™ recombinant ribonuclease inhibitor 0,04 U/μL). Multiple mechanical resuspensions in this buffer were performed for a total lysis time of 15 mins., 500 μL of washing buffer was added (Tris-HCL 10mM, NaCl 10 mM, MgCl2 3 mM, Tween-20 0.1%, BSA 1%, Invitrogen™ RNAseout™ recombinant ribonuclease inhibitor 0,04 U/μL) and the lysis suspension was centrifuged 10 mins. at 500 g and 4°C (used for all following centrifugation steps). Nuclei pellets were washed three times with one filtration step by MACS pre-separation filter 30μm (Miltenyi Biotec). Nuclei pellets were resuspended in 100 μL of staining buffer (DPBS BSA 2%, Tween- 20 0.01%), 10 μL of Fc blocking reagent HumanTruStainFc™ (422302, Biolegend) and incubated 5 min at 4°C. Sample cell-hashing was performed using 0.5 μL of Total-Seq™antibodies (Biolegend) and incubation for additional 15 min at 4°C. Nuclei pellets were washed three times in staining buffer with one filtration step by MACS pre-separation filter 30 μm (Miltenyi Biotec) to a final resuspension in 300 μL of staining buffer for Malassez cell counting with Trypan blue counterstaining (Trypan Blue solution, 11538886, Fisher Scientific). Isolated nuclei were loaded on a Chromium 10X genomics controller following the manufacturer protocol using the chromium single cell v3 chemistry and single indexing and the adapted protocol by Biolegend for the HTO library preparation. The resulting libraries were pooled at equimolar proportions with a 9 for 1 ratio for Gene expression library and HTO library respectively. Finally, the pool was sequenced using 100pb paired end reads on NovaSeq 6000system following the manufacturer recommendations (Illumina).
DOI: 10.17632/38zx6wmc8h.1
title: Single-nucleus RNA sequencing of hiPSC-derived neurons generated by different methods

description: Single-nucleus RNA sequencing of hiPSC-derived neurons (hiNs) generated by three different methods:
1) Direct hiPSC-to-neuron lineage reprogramming using Neurog2 (4 weeks)
2) Neural induction by dual SMAD-inhibition followed by spontaneous neuronal differentiation (4 and 6 weeks)
3) Ascl1 expression in neural progenitor cells (4 weeks)

HiNs cultures at 4 or 6 weeks were washed in the imaging plate wells with 500 µL of Deionized Phosphate Buffer Saline 0.1M (DPBS, GIBCO™, Fisher Scientific 11590476). Cells were resuspended in 1 ml of Lysis Buffer (Tris-HCL 10mM, NaCl 10mM, MgCl2 3mM, Tween-20 0,1%, Nonidet P40 Substitute 0,1%, Digitonin 0,01%, BSA 1%, Invitrogen™ RNAseout™ recombinant ribonuclease inhibitor 0,04 U/μL). Multiple mechanical resuspensions in this buffer were performed for a total lysis time of 15 mins., 500 μL of washing buffer was added (Tris-HCL 10mM, NaCl 10 mM, MgCl2 3 mM, Tween-20 0.1%, BSA 1%, Invitrogen™ RNAseout™ recombinant ribonuclease inhibitor 0,04 U/μL) and the lysis suspension was centrifuged 10 mins. at 500 g and 4°C (used for all following centrifugation steps). Nuclei pellets were washed three times with one filtration step by MACS pre-separation filter 30μm (Miltenyi Biotec). Nuclei pellets were resuspended in 100 μL of staining buffer (DPBS BSA 2%, Tween- 20 0.01%), 10 μL of Fc blocking reagent HumanTruStainFc™ (422302, Biolegend) and incubated 5 min at 4°C. Sample cell-hashing was performed using 0.5 μL of Total-Seq™antibodies (Biolegend) and incubation for additional 15 min at 4°C. Nuclei pellets were washed three times in staining buffer with one filtration step by MACS pre-separation filter 30 μm (Miltenyi Biotec) to a final resuspension in 300 μL of staining buffer for Malassez cell counting with Trypan blue counterstaining (Trypan Blue solution, 11538886, Fisher Scientific). Isolated nuclei were loaded on a Chromium 10X genomics controller following the manufacturer protocol using the chromium single cell v3 chemistry and single indexing and the adapted protocol by Biolegend for the HTO library preparation. The resulting libraries were pooled at equimolar proportions with a 9 for 1 ratio for Gene expression library and HTO library respectively. Finally, the pool was sequenced using 100pb paired end reads on NovaSeq 6000system following the manufacturer recommendations (Illumina).
DOI: 10.6084/m9.figshare.27153633
title: Experiments on Central Reaction Rate Ratios and Fission Distributions in the FCA-XXII-1 Assembly Simulating Highly Enriched MOX–Fueled Tight Lattice LWR Cores

description: A series of simulated experiments were conducted at the fast critical assembly (FCA) of the Japan Atomic Energy Agency to simulate a light water reactor core with a tight lattice cell containing highly enriched mixed-oxide fuel with a fissile plutonium (Pu) ratio &gt;15%. The prediction accuracy of the neutron computation codes and nuclear data libraries in a wide range of neutron spectra was evaluated by constructing three experimental configurations of the FCA-XXII-1 assembly with different void fractions (45%, 65%, and 95%) of the moderator material (foamed polystyrene). The hydrogen-to–nuclear fuel atomic ratio was systematically varied from 0.1 to 0.8. In a previous paper, we reported the criticality and reactivity worths measured in these experiments. This technical note provides the experimental results for the central reaction rate ratios and fission distributions as follows. The fission rate ratios of uranium (U) (<sup>238</sup>U) and <sup>239</sup>Pu relative to <sup>235</sup>U were measured at the core centers using three calibrated fission chambers, and the <sup>238</sup>U capture reaction rate ratio relative to <sup>235</sup>U fission was measured using depleted U foils. The reaction rate distributions were also obtained by traversing four micro fission chambers of highly enriched U, natural U, Pu, and neptunium through each core region in the radial and axial directions. The experimental analyses were performed using detailed models of the Monte Carlo code MVP3 with the Japanese evaluated nuclear data library of JENDL-4.0. Most calculation results agreed well with the experiments, whereas those for the fission rate ratio of <sup>239</sup>Pu to <sup>235</sup>U were underestimated by up to 6% with the softening neutron spectrum.