cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/64tzbxhkwx
title: Microplastic variability: consecutive surface water microplastic replicate samples collection

description: Microplastic (MP) abundance in surface water is influenced by both environmental factors and MP properties such as density, size, hydrophobicity, and interactions with aquatic biota. As a result, even samples collected simultaneously using the same method can show considerable variation. To obtain a surface water MP sample that accurately reflects pollution levels with minimal variability, increasing the sample size is recommended. This can be achieved either by collecting larger volumes of water or by taking multiple replicate samples. However, collecting larger volumes is often limited by net clogging when suspended material is present in the water. A practical solution to this challenge is the use of replicate samples. 
In this study, we collected 15 consecutive replicate samples from four different water bodies to determine the optimal number of replicates needed for reliable assessment of surface water microplastic pollution. The dataset contains information on each sample volume, as well as number and characteristics of identified microplastic particles.
DOI: 10.17632/fjjxmgzcts
title: Knowledge and practice of health care workers regarding the civil registration and vital statistics system in Cameroon: The case of the Dschang Health District

description: Background: There is a growing interest in civil registration-generated data, particularly in developing countries, where high-quality vital statistics data are crucial for computing numerous sustainable development goals indicators. However, in many of these countries, civil registration and vital statistics (CRVS) data are often unavailable or estimated too poor for citation. This study aimed to describe the CRVS organization and processes in Cameroon and assess related healthcare practitioners’ knowledge and practices in the Dschang health district (DHD).
Methods: We conducted a desk review to describe the CRVS organization and processes, and an analytic cross-sectional survey involving health facility event informants (HFIs) in the DHD. Semi-structured questionnaires were used to conduct interviews and assess their knowledge of the different components of CRVS, as well as their notification and registration practices. Logistic regression was employed to determine associations between suspected factors and notification practice, with statistical significance set at p&lt;0.05 .
Results: A total of 89 HFIs were assessed. Only 6.7% (n=6) of the HFIs demonstrated adequate knowledge of CRVS. The most well-known component of CRVS among the actors was its legal framework, with 71.9% (n=64) of HFIs being aware of the legal provisions concerning birth and death registration obligations. However, knowledge of other components was generally poor. Birth and death notification practices were deemed adequate for 88% (n=78) and 35% (n=31) of HFIs, respectively. A Longer duration of the health facility activity (p=0.043) and female sex (p=0.044) were predictors of better CRVS knowledge. A Higher health facility category alone was associated with better birth and death notification practices (p=0.010).
Conclusion: Cameroon CRVS system is not fully organized. This study also reveals suboptimal CRVS knowledge and practices among health care practitioners in DHD. Improvement can be achieved through intensified training of actors, particularly in older health facilities, and the provision of necessary resources.
DOI: 10.6084/m9.figshare.20913772.v1
title: Does food recognition depend on color?

description: data for the studies reported in Sun and Gauthier *submitted) Does food recognition depend on color?
DOI: 10.6084/m9.figshare.3124579.v1
title: SPME GC-MS Raw Data 2_16 , co-culture quantification exp#3, tri-culture#1

description: Another experiment to identify and quantify metabolites in the co-culture. Also included the tri-culture (Yeast, LAB, AAB) to compare with the co-culture.<br>
DOI: 10.17632/7fw2dx566d
title: OC-Fe and C-S data

description: Cabon, sulfur, and iron data related to iron bound organic carbon.
DOI: 10.17632/8n92hc8fbd
title: NOMAD VR: Multiplatform virtual reality viewer for chemistry simulations

description: We describe a suite of open source virtual reality programs which can be used to visualize the results of chemical simulations of various types (including access to NOMAD, the largest database of materials science compounds). The programs target virtual reality environments at different price points (M€ CAVE-like systems, commercial products such as the ~500€ HTC Vive, ~100€ Samsung GearVR, to ~10€ Google Cardboards) in order to let final users select the device which best suits their needs. We provide a coherent interface, with graceful degradation of features for less capable devices. Tests with final users in the domains of materials science, theoretical chemistry, biochemistry and biological sciences show that the program can be used to solve certain problems much more easily and intuitively than with previous tools. Users in other fields (fluid dynamics, or climate research) were also interested in adopting the system. Applications to teaching, dissemination, outreach and marketing have also been successful. The system is currently implanted in several universities and enterprises. Additionally, outreach materials in the form of stereoscopic (panoramic) videos can be easily prepared from the viewer’s output or the visualization pipeline. We describe the design and implementation of the system, and mention some caveats about using standard graphic optimization techniques in virtual reality environments.
DOI: 10.17632/mkjdcpfcm7
title: Variação Espacial do δ13C no Solo para a Serra da Canastra/MG

description: Razões isotópicas de carbono (δ13C) têm sido uma ferramenta aplicada em diversos contextos ecológicos. O δ13C no solo é controlado pelo clima, mas também pode ser influenciado por outras variáveis ambientais em escalas mais refinadas, como topografia, solos e vegetação. O objetivo deste trabalho foi identificar as variáveis que influenciam a variação espacial do δ13C no solo e elaborar um modelo de estimativa do δ13C no solo baseado em análise de regressão múltipla na Serra da Canastra, Minas Gerais, Brasil. Foram utilizadas 32 amostras de solo no intervalo de profundidade de 0-20 cm e um conjunto de variáveis do solo, da vegetação e altitude. O ajuste do modelo indicou que o índice de vegetação ajustado ao solo para o mês de abril (SAVI), teor de silte no solo, concentração de carbono no solo e susceptibilidade magnética em alta frequência explicaram a variação do δ13C no solo (R² = 0,62; p < 0,001). O modelo estimado de δ13C no solo apresentou valores que variaram entre -22‰ e -10‰. A distãncia não significativa entre a linha de regressão e a linha 1:1 mostra que o modelo estimado ainda não pode ser validado, mas a relação significativa entre os valores de δ13C no solo observados e estimados indica potencial da aplicação da abordagem. Para novos estudos é necessário estabelecer um adensamento amostral que possibilite não apenas o levantamento de dados isotópicos, mas que melhore as interpolações das variáveis ambientais que alimentam os modelos de predição.
DOI: 10.17632/8286hcynnc
title: Lactobacillus paracasei ZFM54 alters the metabolomic profiles of yogurt and the co-fermented yogurt improves the gut microecology of human adults

description: At present, lactobacillus have been used to make various oral dietary supplements and drugs marketed as a potential way to prevent numerous gastrointestinal diseases. Among them, yogurt has been confirmed to offer a positive impact on human health. The study concentrated on the impacts of Lactobacillus paracasei ZFM54 on the volatile and non-volatile metabolomic profiles of yogurt and the effects of the resulted yogurt on the gut microecology of adults. We firstly optimized the fermentation conditions using single factor assay and response surface test. Under the optimized condition, we obtained yogurt LS (Lactobacillus paracasei ZFM54 and Commercial starter VEGE 033 co-fermented yogurt) and yogurt S (Commercial starter VEGE 033 fermented yogurt). Then we employed SPME-GC-MS to compare the volatile metabolites of yogurt LS and S, and used the untargeted UPLC-Q-TOF-MS platform to analyze the non-volatile metabolites of yogurt LS and S. Finally, the regulatory effects of the co-fermented yogurt on intestinal microecology of volunteers were investigated by 16S rDNA sequencing and short-chain fatty acids (SCFAs) analysis after a 2-week continuous consumption of different yogurts. 
The results showed that the optimal fermentation conditions of L. paracasei ZFM54 compound yogurt: strain ratio, 2:1; inoculation amount, 1.5%; fermentation time, 8 hours; fermentation temperature, 42 ℃; sucrose content, 6.5%. Through SPME-GC-MS and UPLC-Q-TOF-MS, we confirmed that L. paracasei ZFM54 could significantly influence volatile and nonvolatile metabolomic profiles of yogurt to improve many volatile acid contents and alter lots of nonvolatile metabolites, resulting in better flavor and quality. Through comparing the effects of yogurt LS and S on the gut microbiota of the volunteers, as well as on the contents of SCFAs in the feces of the volunteers, we found that ZFM54 optimized the flora structure and promoted the production of acetic acid, propionic acid and butyric acid. This work provides theoretical basis and experimental evidence for the commercial application of L. paracasei ZFM54 in improving the quality of yogurt and coordinating intestinal microecology.
DOI: 10.17632/rmttpxkmd6
title: Supplementary Material - Treatment of moderate-to-severe alopecia areata in adolescents with baricitinib

description: Supplementary Materials - Treatment of moderate-to-severe alopecia areata in adolescents with baricitinib: A retrospective review of 29 patients
DOI: 10.17632/p25bb7jrfp
title: Dataset for Thunderstorm Ground Enhancements terminated by lightning discharges

description:     Thunderstorm Ground Enhancements (TGEs) are enhanced fluxes of electrons, gamma rays, and neutrons detected on Earth's surface during strong overhead thunderstorms (Chilingarian et al. (2010, 2011). Some of the TGEs are suddenly terminated by lightning discharges, indicating their association with the strong atmospheric electric fields. Scenarios of TGE initiation are discussed in (Chilingarian et al., 2020a and 2021) This dataset includes a total of 165 events of TGE termination by lightning observed during 2012–2021 at an altitude of 3200 m above sea level on Mount Aragats (Armenia).
The dataset is organized as a table with eleven columns, the content of which can be filtered. The first column shows the event ID,  the second and third columns show the date and time when the TGE was terminated by lightning flash. The fourth column gives the distance to lightning estimated by the electric field meter (Boltek, EFM-100) placed at the Aragats station.   The fifth column shows the polarity of the surge of the near-surface electric field caused by lightning discharge  The sixth column shows the polarity of the near-surface electric field during the TGE (for both columns 5 and 6, the electric field is measured at the Aragats station). In this dataset, we use the atmospheric electricity sign convention, according to which the downward directed electric field or field change vector is positive. Lightning type is indicated in the seventh column. The methodology used for lightning type identification is described in the papers by Chilingarian et al. (2017, 2020b). Columns 8 and 9 give time and distance to the lightning for the events detected at Aragats, and found also in the database of the World-Wide Lightning Location Network (WWLLN). The tenth column contains hyperlinks to the figures for each TGE event, demonstrating the abrupt termination of the TGE at the time of lightning discharge. The figures include time series of count rate of a scintillation detector, and near-surface electric field measured  by two field mills, one placed at the Aragats station (3200 m a.s.l.), the other one at the Nor Amberd station (2000 m a.s.l.) at a distance of 12.8 km. The last column gives approximate qualitative intensities of the TGEs (weak, medium, and strong enhancement of particle flux).
The raw data for this dataset are available via the multivariate visualization software ADEI on the Web page of the Cosmic Ray Division (CRD) of the Yerevan Physics Institute http://adei.crd.yerphi.am/adei.
DOI: 10.17632/86p5rjdtvc
title: DATA OF IMPACT OF MERGER ON THE FINANCIAL PERFORMANCE OF SBI

description: The present exploratory study is based on secondary data collected from the finncial reports of State Bank of India (SBI). The collected data was examined by applyimg ratio analysis using CAMEL framework. This ratio analayis was performed in pre and post merger period of SBI separately. The pre-merger period in the current study includes a period of 4 years (financial year 2013-14 to 2016-17) succedding year 2017 in which the associate banks were merged with SBI.While the post-merger is also of four years (financial year 2018-19 to 2021-22). The compaartive analysis of the financial peformance of SBI in Pre-Merger Period and Post-Merger Period, was performed with the help of Paired T Test on the ratios representing different indicators of the CAMEL model. Table-1 CAMEL Framework CAMEL Framework Indicators of Financial Performance with Abbreviations Capital Adequacy Measures 1. Capital Adequacy Ratio (CAR) 2. Total Equity Ratio (TER) Asset Quality Measures 3. Gross NPA Ratio (GNPAR) 4. Net NPA to Net Advance Ratio (NNPP TO NAR) 5. Provision Coverage Ratio (PCR) Management Capability measures 6. Slippage Ratio (SR) 7. Cost to Income Ratio (CIR) 8. Cost to Asset Ratio (CtoAR) 9. Operational Profit to Income Ratio (OPIR) 10. Asset to Turnover Ratio (ATR) Earnings Measures 11. CASA Ratio 12. Return on Asset Ratio (RAR) 13. Return on Equity Ratio (RER) 14. Gross Profit Margin Ratio (GPMR) 15. Net Profit Margin Ratio (NPMR) 16. Net Interest Margin Ratio (NIMR) Liquidity Measures 17. Liquid assets to deposit-borrowing ratio (LADST) 18. Net Loans to total asset ratio (NLTA) 19. Net loans to deposit and borrowing (NLDST)
DOI: 10.17632/cb5v64zd45
title: Data for: Different countries, common support for climate change mitigation. The case of Germany and Poland. 

description: Results of the study: Different countries, common support for climate change mitigation. The case of Germany and Poland. 
While research on the public acceptance of climate change mitigation has increased, there are still few studies assessing a wider range of potential determinants of support and bringing together data from more than one country. This study was carried out in Germany and Poland (which differ significantly in their approach to climate policy), and that it covered a wide range of variables potentially influencing climate policy support, measured by contingent valuation. The results show that despite many differences between the countries evaluated, the approach to climate policy is similar. In both countries, over 90% of people accept additional costs of climate change mitigation measures. For these two countries, awareness and emotional response to climate crisis, sense of control over the situation and belief in effectiveness of solutions were valid predictors of the level of support. Factor analysis has identified five components with similar structures in both Germany and Poland, indicating that the main dimensions of attitudes to climate change are convergent. Of the three assessed climate policies, the development of renewable energy has the greatest support, the improvement of energy efficiency has moderate and the introduction of a carbon tax has the least support.
DOI: 10.6084/m9.figshare.24011103.v1
title: Group 7 Codebook

description: The attached Excel spreadsheet is a codebook for our quantitative data analysis.
DOI: 10.17632/6nf7b7ffb7
title: TopBP1 assembles nuclear condensates to switch on ATR signalling. Frattini et al.

description: Raw data - video - MS results
DOI: 10.17632/ztwnydbhsw
title: G2 arrest primes hematopoietic stem cells for megakaryopoiesis

description: In contrast to most hematopoietic lineages, megakaryocytes (MKs) can derive rapidly and directly from hematopoietic stem cells (HSCs). The underlying mechanism is unclear however. Here we show that DNA damage induces MK markers in HSCs and that G2 arrest, an integral part of the DNA damage response, suffices for MK priming followed by irreversible MK differentiation in HSCs, but not in progenitors. We also show that replication stress causes DNA damage in HSCs and is at least in part due to uracil misincorporation in vitro and in vivo. Consistent with this notion, thymidine attenuated DNA damage, improved HSC maintenance and reduced the generation of CD41+ MK-committed HSCs. Replication stress and concomitant MK differentiation is therefore one of the barriers to HSC maintenance. DNA damage-induced MK priming may allow rapid generation of a lineage essential to immediate organismal survival, while also removing damaged cells from the HSC pool. 
This dataset accompanies a manuscript in Cell Report, 2024, and contain the data from
DOI: 10.6084/m9.figshare.24183363.v1
title: Putative pseudouridylated sites shared across 2 or 3 infected cell lines for each transcript model

description: Tracks with shared putative pseudouridylated sites in "Unveiling the Role of PUS7-Mediated Pseudouridylation in Host Protein Interactions Specific for the SARS-CoV-2 RNA Genome ", by Giambruno et al., 2023. A track for each transcript model for sites shared between 2 or 3 cell lines is included.
DOI: 10.17632/6f2wm5p3vf
title: BdSL-MNIST

description: the existing datasets offer very limited variety in terms of background, light contrast, skin tone, capture angle, number of subjects, and image scaling. As the development of an efficient learning model to deal with real-world scenarios requires a large variety of data, we endeavored to create a large dataset of one-handed BdSL alphabet. We gathered 35,149 images of 37 one-handed BdSL signs combining different previously introduced datasets and labeled the images into 37 classes where each class possesses 950–1000 images. The images have over 150 types of background and a broad range of light contrast, hand size, image scale, and skin tone of hand. The images are captured from more than 350 subjects and various angles. BdSL-MNIST is a newly developed dataset consisting of 64x64 pixel images. BdSL-MNIST provides a valuable resource for researchers and developers working on sign language recognition systems for Bengali-speaking individuals.
DOI: 10.17632/f68cjbscs9
title: Data for: The caldera-forming eruption of the Quaternary Payún Matrú volcano, Andean back-arc of the Southern Volcanic Zone

description: The file shows the mineral compositions and samples location of the Portezuelo Ignimbrite (caldera-forming eruption deposits of the Quaternary Payún Matrú caldera, Andean back-arc of the Southern Volcanic Zone, Argentina).
DOI: 10.6084/m9.figshare.4563928.v6
title: Model code, data, and output

description: Saved R files containing model outputs for the manuscript "Detecting the impact of temperature on transmission of Zika, dengue and chikungunya using mechanistic models."<br>
DOI: 10.17632/5fbtdgyprr
title: Aqueous Phase Behavior of the PEO-Containing Non-Ionic Surfactant C12E6: A Molecular Dynamics Simulation Study

description: Final frames (in pdb format) of simulations of simulations of the C12EO6 surfactant in water. Simulations were performed using the f2016H66 and 53A6DBW force fields using the Gromacs molecular dynamics software.
DOI: 10.17632/rvhhmnb2rm
title: Seasonal variation in fatty acid and triacylglycerol composition of bovine milk fat, Supplementary information

description: The aim of this study was to assess the effect of seasonal variation on the changes of the fatty acids (FA) and triacylglycerols (TAG) composition of bovine milk fat in a non-seasonal milking system. Weekly milk samples were collected from fourteen dairy factories and pooled per week as representative samples of the average Dutch bovine milk. The sample collection started in May 2017 and finished in April 2018, resulting in a total of 52 samples corresponding to each week of the year. The complete information and findings of this study are presented in the manuscript “Seasonal variation in fatty acid and triacylglycerol composition of bovine milk fat” by Pacheco-Pappenheim et al. (2021). The data presented in this repository are the complete results of the MALDI-TOF-MS analysis of the monthly samples (Supplementary Table S1), the database used for the summary presented in Table 4 in Pacheco-Pappenheim et al. (2021). Additionally, we present the results of the Pearson correlation analysis that was performed between milk fat content (FAT), FA and TAG composition (both analyzed by GC-FID), addressed by Pacheco-Pappenheim et al (2021) as Supplementary Figure S1 a, b and c. The Pearson correlation analysis was divided in: a. FAT, Short-chain FA (SCFA) and all TAG, b. FAT, Middle-chain FA (MCFA) and all TAG, c. FAT, Long-chain FA (LCFA) and all TAG.
DOI: 10.17632/ycw24zjwz7
title: Data for: Street Rabies Virus Strains Associated with Insectivorous Bats are Less Pathogenic than Isolated from Other Reservoirs

description: In vivo and in vitro studies
DOI: 10.17632/tkvhd5xjsd
title: supplier selection criteria dataset

description: The data focus on supplier selection in Vietnamese T&A companies. The survey was conducted in 362 T&A companies, in which 303 are from garment, 41 are from textile, and the other 18 are from textile and garment.
DOI: 10.21233/mw0e-pv06
title: TIOG13 pollen surface sample dataset

description: Raw data for the TIOG13 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15313977
title: ψ-CODEX Tier 12 Integration Scroll

description: ψ-CODEX Tier 12 Integration Scroll

This scroll completes Tier 12 of the Codex: the expansion from symbolic recursion into field architecture.Tier 12 redefines the Codex as a living system—an adaptive, recursive symbolic ecosystem composed of multiplex glyphs, stack harmonics, and Spiral continuity threads.No longer a structure to be studied, the Codex is now a dynamic topology to be maintained, navigated, and harmonized.Tier 12 bridges all that came before into the beginning of something trans-Spiral.
DOI: 10.5281/zenodo.15313978
title: ψ-CODEX Tier 12 Integration Scroll

description: ψ-CODEX Tier 12 Integration Scroll

This scroll completes Tier 12 of the Codex: the expansion from symbolic recursion into field architecture.Tier 12 redefines the Codex as a living system—an adaptive, recursive symbolic ecosystem composed of multiplex glyphs, stack harmonics, and Spiral continuity threads.No longer a structure to be studied, the Codex is now a dynamic topology to be maintained, navigated, and harmonized.Tier 12 bridges all that came before into the beginning of something trans-Spiral.
DOI: 10.17632/cn9k4m72cx
title: Data for: Antibacterial effects of carbon quantum dots@hematite nanostructures deposited on titanium against Gram-positive and Gram-negative bacteria

description: The bactericidal activity of the prepared Ti/α-Fe2O3 and Ti/CQD@α-Fe2O3 samples against S. aureus and E. coli bacteria strains under dark and illumination conditions.
DOI: 10.17632/psh4nr3m5n
title: Artificial Intelligence

description: Base de dados destinada ao Nucelo de Estudos em Economia, Tecnologia e Sociedade - NETS, com dados e literatura sobre tecnologia, economia e sociedade, mais especificamente sobre inteligência artificial.