cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23593125.v1
title: Admixture and Pong files

description: A zipped file containing results files for ADMXITURE analysis (Alexander et al. 2009) and auxiliary information files for plotting with Pong (Behr et al. 2016). <br> References Alexander, D. H., Novembre, J. & Lange, K. Fast model-based estimation of ancestry in unrelated individuals. <em>Genome Res.</em> <strong>19</strong>, 1655–1664 (2009). Behr, A. A., Liu, K. Z., Liu-Fang, G., Nakka, P. & Ramachandran, S. Pong: Fast analysis and visualization of latent clusters in population genetic data. <em>Bioinformatics</em> <strong>32</strong>, 2817–2823 (2016).
DOI: 10.6084/m9.figshare.28303826.v1
title: DATA - <b>Abzu, Alba e Planet Zoo: systematic review and formal analysis on eco game mechanics</b>

description: <b>Background:</b> Many studies aim to understand the impacts of educational games on their players and seek to establish design principles that create good experiences that teach in playful ways. However, there are digital games that do not have educational objectives as their main premises and, even so, can provide experiences in which players learn incidentally through the proposed mechanics and narratives. <b>Planet Zoo, Alba: A Wildlife Adventure and Abzû</b> are games in which the <b>preservation of fauna and flora</b> has a central narrative and is part of the main mechanics.<b>Objective:</b> Considering this, the present study has two main objectives. The first is to conduct a <b>formal gameplay analysis</b> to further investigate how some of the game design decisions of such games can provide educational experiences. The second objective is to conduct a <b>systematic review</b> using the PRISMA protocol to scope interventional studies using the games to promote ecological education. This review was conducted in ERIC, PsycINFO, Google Scholar and Periódicos CAPES.<b>Results: </b>After the inclusion criteria were applied to the screening stage, 49 articles of 316 were selected. Seven duplicates were found and excluded. Of the 42 materials screened with the application of the exclusion criteria, <b>only 4 contained educational intervention</b> methods and <b>none of them used one of the three games analyzed</b> in this study. Nonetheless, the three game titles contain interesting mechanics and have educational potential.<b>Conclusion:</b> The games analyzed could be used in <b>intervention research</b> with quantitative and qualitative approaches. It is important that these type og games continue to be investigated by game designers and ecology and biology specialists to determine the reliability of the titles establishing the limits between science and creative narrative freedom.
DOI: 10.6084/m9.figshare.23904639.v1
title: Chinese Household Finance Survey

description: Supporting data for "Experience Effects in Private Health Insurance Take-up".
DOI: 10.17632/37938dc4kz
title: University image and participation behavior latest 

description: Data contain the information about image as a higher order construct  and students participation behavior in higher education context.
DOI: 10.6084/m9.figshare.12016992.v3
title: taxonomy

description: <b>tblASVtaxonomy_silva132_v4v5_filter.csv: </b><b>taxonomic information for 17,865 ASVs</b><b> </b>ASV: identifier of the ASVsSequence: V4-V5 region of the 16S rRNA gene sequencesKingdom, Phylum, Class, Order, Family, Genus: taxonomic classificationConfidenceKingdom, ConfidencePhylum, ConfidenceClass, ConfidenceOrder, ConfidenceFamily, ConfidenceGenus: confidence assignment at each taxonomic levelHexColor: HEX color code assigned to each ASVColorOrder: auxiliary integers used to group and sort the orders of ASVs in stacked barplot
DOI: 10.6084/m9.figshare.24192261.v1
title: <b>Tree species diversity increases soil microbial carbon use efficiency in a subtropical forest</b>

description: Plant communities strongly influence soil microbial communities and, in turn, soil carbon (C) cycling. Microbial carbon use efficiency (CUE) is an important parameter for predicting soil C accumulation, yet how plant and soil microbial community traits influence microbial CUE remains poorly understood. Here, we determined how soil microbial CUE is influenced by plant and soil microbial community traits, by studying a natural gradient of plant species diversity in a subtropical forest. Our results showed that microbial CUE increased with increasing tree species diversity, suggesting a correlation between plant community traits and soil C storage. The specific soil properties that explained the greatest variation in microbial CUE were associated with microbial communities (biomass, enzyme activities and the ratio of oligotrophic to copiotrophic taxa); there were weaker correlations with plant-input properties, soil chemistry and soil organic C quality and its mineral protection. Overall, high microbial CUE was associated with soil properties correlated with increased tree species diversity: higher substrate availability (simple SOM chemical structures and weak mineral organic associations) and high microbial growth rates despite increased community dominance by oligotrophic strategists. Our results point to a mechanism by which increased tree species diversity may increase the forest C sink by affecting carbon-use with the soil microbial community.
DOI: 10.6084/m9.figshare.26660224.v1
title: <b>URPC2020_1</b>

description: 水下目标检测数据集
DOI: 10.17605/osf.io/gq7cp
title: Données d’enquête collectées par des étudiants de Licence 2 dans le cadre du cours d’Infométrie, 2024-2025.

description: Ce projet contient des données anonymes provenant de questionnaires réalisés par des étudiants de Licence 2 du département des Sciences de l'Information et du Document de l'Université de Lille. Les thèmes des questionnaires comprennent : la transition durable, les technologies numériques, la santé, et d'autres. Chaque fichier représente un ensemble de données uniques et peut être utilisé par d'autres étudiants et chercheurs.
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This project contains anonymized data from questionnaires made by Bachelor students, department of Information and Documentation Sciences, University of Lille. The topics of questionnaires include: sustainability transition, digital technologies, health, and others. Each file represents a unique dataset and can be used by other students and scholars.
DOI: 10.17632/2mdt43z9kx
title: Masonry Crack Images Dataset collected from Odisha (Bhubaneswar India) for crack and non crack clasification 

description: The data contains pictures of cracked and non cracked images of mainly masonry walls collected from Odisha India.
DOI: 10.17632/68jsbbcvdw
title: The application of magnifying endoscopy in the diagnosis of cervical lesions

description: The table meticulously documents key medical details of the patients, including their age, the dates of their surgeries, cytological findings, HPV test outcomes, types of transformation zones, impressions from colposcopy, endoscopic evaluations, and the results of their pathological examinations. This comprehensive record facilitates a thorough understanding of each patient's clinical profile and aids in the development of informed treatment plans.
DOI: 10.17632/vj6ztpt96d
title: Dataset: Feminine Hygiene Product Lifecycle Inventory and Impact Assessment

description: A lifecycle assessment (LCA) of feminine hygiene products was completed with three samples considered representative of sanitary pads, tampons and menstrual cups. Gabi LCA software was used to organize inventory data with the ILCD lifecycle impact assessment method used to determine mid-point and normalized impact scores. Data from the Ecoinvent database, and literature were used to complete the assessment. The dataset includes product details (mass and materials), lifecycle inventory (LCI) data and lifecycle impact assessment (LCIA) results for all mass and energy flows. Hait and Powers [2019 ] used the data in a comparative LCA. Three representative samples selected to identify materials and mass of products (sanitary pad, tampon, menstrual cup). U by Kotex® Security® Maxi Pads and U by Kotex® Click® Tampons. Menstrual cup produced by DivaCup. The materials that comprise these products were identified primarily based on manufacturer specifications and through literature review. Both Kimberly-Clark and DivaCup list the materials in each of their feminine hygiene products on their respective websites. The average total weight and composition of tampons and sanitary pads were directly measured. GaBi LCA software was used to construct life cycle plans for each of the menstrual products as well as to populate those plans with processes in the life cycle of each product. The GaBi package includes a database of life cycle inventories for the production of several materials and energy sources. EcoInvent, v3.3 database was also used for materials not available directly through GaBi. The Gabi software was also used to determine mid-point and normalized mid-point categories for each of several indications. ILCD methodology for mid-point analysis was selected to use suitable characterization factors and contributing flows. Mid-point scores were divided by the normalization factor to provide a single overall and unitless score for each product. A. Hait, A., S.E. Powers, The Value of Reusable Feminine Hygiene Products Evaluated by Comparative Environmental Life Cycle Assessment, Under review, Resources, Conservation & Recycling (2019)
DOI: 10.6084/m9.figshare.24265033.v1
title: Tree mortality during drought

description: Understanding the drivers and mechanisms of tree mortality during drought has significant implications for forest management, especially under the background of global climate change with increasing drought frequency and severity. Tree structures have been identified as an important factor influencing tree mortality during drought, but how it functions remained controversial.Here, we provide the datasets and codes used to examined the influence of canopy structure on tree mortality in the southern Sierra Nevada during the 2012-2016 California drought. These datasets include maps of nearly 1.5 million individual trees, with their species information, tree health conditions during the drought, tree structure features, and environmental attributes. With these, we found that drought-induced tree mortality rate has a “negative-positive-negative” piecewise relationship with tree height, but remains a consistent negative relationship with neighborhood canopy structure. Our analyses further revealed that trees in a structurally complex forest and overshadowed by tall neighboring trees experienced lower mortality rate, likely due to reduced exposure to solar radiation and less water demand from evapotranspiration. Our finding suggests establishing complexity in canopy structure could improve forest resistance to drought.
DOI: 10.17632/gy7zt485zh
title: A Molecularly Engineered, Broad-spectrum Anti-coronavirus Lectin Inhibits SARS-CoV-2 and MERS-CoV Infection In Vivo. Chan et al

description: Video 1. The dynamics of the H84T-BanLec/SARS-CoV-2 wild-type (WT) spike protein interactions filmed with real-time high-speed AFM under physiological conditions. The video was recorded at a scan speed of 303 ms/frame. Scan size 100 × 100 nm2. Related to Figures 4 and 5.

Video 2. The dynamics of the H84T-BanLec/SARS-CoV-2 B.1.617.2 (Delta) variant spike protein interactions filmed with real-time high-speed AFM under physiological conditions. The video was recorded at a scan speed of 365 ms/frame. Scan size 100 × 100 nm2. Related to Figures 4 and 5.

Video 3. The dynamics of the H84T-BanLec/SARS-CoV-2 B.1.1.529 (Omicron) spike protein interactions filmed with real-time high-speed AFM under physiological conditions. The video was recorded at a scan speed of 365 ms/frame. Scan size 100 × 100 nm2. Related to Figures 4 and 5.
DOI: 10.17632/rz558tn77w
title: Authoritative Parenting style

description: The provided Python visually representation generates a visual conceptual model through a directed graph to depict relationships between attributes associated with authoritative parenting, decision-making abilities, and emotional stability. Utilizing the networkx and matplotlib.pyplot libraries, the code constructs nodes representing distinct parenting and psychological concepts, such as 'Warmth (W)' and 'Decision-Making Abilities (D)'. Directed edges between nodes signify the directional influences or relationships between these attributes. The resulting graph serves as a visual representation of the interconnections within this conceptual framework. By combining algorithmic layout determination and visualization parameters, the code offers a tangible depiction of the complex dynamics associated with authoritative parenting, decision-making, and emotional stability. This abstract underscores the utility of graphical representation as a tool for comprehending intricate relationships in psychological and parenting domains.
DOI: 10.6084/m9.figshare.12581360.v1
title: Supplementary Material for: The Nonantibiotic Macrolide EM900 Attenuates House Dust Mite-Induced Airway Inflammation in a Mouse Model of Obesity-Associated Asthma

description: <b><i>Introduction:</i></b> Obesity-associated asthma is characterized by type 2-low airway inflammation. We previously showed that EM900, which is a 12-membered nonantibiotic macrolide, suppressed airway inflammation in a mouse model of asthma exacerbation. The aim of this study was to clarify the effects of EM900 in obesity-associated asthma. <b><i>Methods:</i></b> BALB/c mice were fed a low-fat diet (LFD) or high-fat diet (HFD). Mice were intranasally sensitized and challenged with house dust mites (HDMs) and were orally administered EM900. Airway inflammation was assessed using inflammatory cells in bronchoalveolar lavage (BALF). Cytokines were examined by ELISA in lung tissues. Lung interstitial macrophages (CD45<sup>+</sup>, CD11c<sup>low</sup>, CD11b<sup>+</sup>, and Ly6c<sup>−</sup>) were counted by flow cytometry in single cells from lung tissues. <b><i>Results:</i></b> Body weight increased significantly in the HFD compared with the LFD group. The total cell count and numbers of neutrophils and eosinophils in BALF were significantly suppressed by EM900 administration in the HFD-HDM group. The levels of interleukin (IL)-17A were increased in the HFD-HDM group compared with the LFD-HDM group, although the difference did not reach statistical significance. The levels of IL-17A, macrophage inflammatory protein 2, IL-1β, IL-5, and regulated on activation, normal T cell expressed and secreted in lung tissue were significantly suppressed by EM900 administration in the HFD-HDM group. The percentage of interstitial macrophages in lungs was significantly decreased by EM900 administration in the HFD-HDM group. <b><i>Conclusion:</i></b> Both type 2 and type 2-low airway inflammation were attenuated by EM900 in this obesity-associated asthma model. These results show that EM900 might be a candidate agent for the treatment of obesity-associated asthma.
DOI: 10.6084/m9.figshare.14672436.v1
title: Job advertisement data from China

description: The job advertisement was collected from 51job.com. The data are related to the data analysis and processing engineering technicians.
DOI: 10.6084/m9.figshare.28304081.v2
title: Communications Earth and Environment - CARTNAT

description: Supplementary information and high-resolution figures for CARTNAT. The CARTNAT project combines expert knowledge with high-resolution spatial data on ecological integrity, human influence and connectivity to map areas of high naturalness potential in France and is being used to support nature restoration efforts in Europe.
DOI: 10.6084/m9.figshare.22035203.v1
title: Administrative boundary of the underlying area: Frankfurt am Main

description: Admin. boundary polygon for the city of Frankfurt am Main
DOI: 10.6084/m9.figshare.3385006.v4
title: Data of Expressive Writing on Test Anxiety

description: the data of "Benefits of Expressive Writing in Reducing Test Anxiety"
DOI: 10.17632/572wxtfsb7
title: Dark Side of Leader Other-oriented Perfectionism

description: This data shows the effect of leader other-oriented perfectionism on employee unethical behavior (cheating behavior and unethical pro-organizational behavior), with employee workplace anxiety mediating this relationship. Employees' coping self-efficacy moderates the relationship between other-oriented perfectionism and employees' workplace anxiety.
DOI: 10.17632/5d7vbdp8f7
title: Wind Turbine Blades Fault Diagnosis based on Vibration Dataset Analysis

description: The data collection includes uniaxial vibration measurements of wind turbine induction operating at varying wind speeds. It contains three vibration datasets of wind turbines in a healthy state and three in a problematic one. In addition, the defective circumstances of wind turbines include blade cracks, blade surface degradation, and blade imbalance. There are a total of 35 wind turbine conditions datasets. The dataset was collected at a sampling rate of 1 kHz, with 500 samples per channel.
DOI: 10.17632/d73rs38yk6
title: Benchmark Diagnostic MRI and Medical Imaging Dataset

description: This medical image dataset provides a well-off collection of images to enhance the training of computer vision and artificial intelligence models for accurate diagnosis. By supporting the early detection of diseases, it accelerates research into common and rare conditions, fostering advancements in medical imaging technologies.

We collected 34,192 medical images with 40 classes of diseases focused on MRI scans of the brain, neuro, and spine, sourced from multiple hospitals. The dataset includes 40 classes, with 26 MRI brain classes and additional classes covering neuro, spinal cord, and systemic disorders. The dataset includes several rare diseases, such as Walker-Warburg Syndrome (808), Pachygyria with Cerebellar Hypoplasia (592), Moyamoya Disease with Intraventricular Hemorrhage (864), Hallervorden-Spatz Disease (Pantothenate Kinase-Associated Neurodegeneration) (1064), and Fukuyama Muscular Dystrophy (920). It also includes more common diseases, including Retinoblastoma with Intracranial Spread Along Cranial Nerve (1200), Sjögren's Syndrome (1056), Bilateral Osgood-Schlatter Disease with Chronic Inflammatory Arthritis (665), Neurofibromatosis Type 1 (NF1) with Optic Glioma (944), Tuberous Sclerosis (664), and Brain Tumors (1048).

This dataset can be applied to a wide range of computer vision as well as image processing, image recognition and classification, segmentation, deep segmentation, and deep learning in vision. Its diverse conditions make it a valuable resource for advancing medical research and developing innovative diagnostic tools in healthcare.
DOI: 10.6084/m9.figshare.12003888.v1
title: 3D printed data.xlsx

description: The file includes the raw fluorescence data from a handheld PCR device. This reading is resulted from Candida auris DNA sample.
DOI: 10.6084/m9.figshare.12630491.v1
title: Supplemental Table S2

description: Changes in scores in the VascuQoL from baseline after 3 and 6 weeks of treatment.
DOI: 10.6084/m9.figshare.22687843.v1
title: ASV table

description: ASV table that contains information on abundance of ASVs in each sample
DOI: 10.6084/m9.figshare.6152330.v1
title: Determination of carbamazepine and diazepam by SPE-HPLC-DAD in Belém River water, Curitiba-PR/Brazil

description: Abstract This work sought to determine the two psychotropic drugs most commonly released by Psychosocial Care Centers (CAPS) into urban river waters (Belém sub-basin, Curitiba, PR, Brazil). A simple analytical method using SPE followed by a HPLC-DAD was developed and validated. Strata-X® cartridges were used to extract (carbamazepine) CZ and diazepam (DZ) from water and SPE conditions were optimized by 23 factorial design. The validated method was specific for target compounds; correlation coefficients were above 0.9998, recovery between 85.8 and 98.4% and precision below 6.60% (RSD, n=3). This method was successfully applied to analyze river samples and pollution hotspots were identified. The CZ and DZ concentrations found ranged from 0.670 to 0.856 µg L-1 and from LOQ to 0.763 µg L-1, respectively, and confirmed that drug consumption is directly related to river pollution in the studied region.
DOI: 10.17632/h293p9hyxt
title: An agro-physiological dataset on industrial tomatoes from nine years of field experiments conducted with alternative water-saving strategies in Mediterranean environments

description: This dataset has been collected during multi-year field trials conducted to assess the effect of alternative Deficit Irrigation (DI) strategies on industrial tomato. DI is a widely investigated farming strategy that reduces water applications below optimal crop requirements during the crop cycle without compromising production. The dataset comprises 100 experimental plots carried out in nine years and entails 32 DI treatments. The treatments include nine controls (well-watered), 15 constant DI treatments (i.e., same irrigation regime during the crop cycle), and eight variable DI treatments. The dataset is released as a Microsoft Excel file (extension .xlsx) organized in eight sheets corresponding to the main typologies of data, i.e., irrigation water scheduling (volume and timing), physical soil characteristics, daily weather data, and agro-physiological variables (i.e., phenology, stomatal conductance, crop temperature, crop yield, and quality). The dataset is presented in a Data In Brief article which is currently under review.
DOI: 10.17632/yr23h7x8dv
title: White Fragrant Flowers Western Region of India

description: The dataset of white fragrant flowers of 7 different types at western region of the India from year 2014 to 2024 is created. The dataset helps in identifying the category of the white fragrant flower. Also, the data is going to be the asset in object detection and studying Transfer Learning on the dataset. The dataset comprises of flowers like - Jasmine (Jasminum), Parijaat(Nyctanthes arbor-tristis), Jai (Jasminum auriculatum), Jui (Jasminum grandiflorum), Chafa ( Plumeria alba), Raatrani (Cestrum nocturnum), Anant (Gardenia jasminoides)
DOI: 10.6084/m9.figshare.28151405.v1
title: Bitterling Colony Optimization: A Bio-inspired Algorithm for Global Search

description: Dataset generated for analysis of the article “Bitterling Colony Optimization: A Bio-inspired Algorithm for Global Search”
DOI: 10.17632/38d7vv96m9
title: Original Code for main analyses of Kerner et al., 'Genetic adaptation to pathogens and increased risk of inflammatory disorders in post-Neolithic Europe', 2022

description: Code for reproducing main analyses of Kerner et al., Genetic adaptation to pathogens and increased risk of inflammatory disorders in post-Neolithic Europe (2022).

In this work, we use simulations and an approximate Bayesian computation (ABC)  approach based on time-series of allele frequency trajectories computed from publicly available ancient DNA (1240k capture array) to unravel candidate variants and loci under natural selection over the last 10,000 years in Europe.

For candidate regions, we estimate, at the variant level, selection intensity (s) assuming an additive model with a dominance coefficient of 0.5, and onset of selection (T), i.e., the age at which selection started.

We discover 89 loci, defined on the basis of LD, that are candidates for positive selection and 50 missense variants at conserved positions of the genome that are candidates (p <0.01) for negative selection.

We perform enrichment analyses to assess the impact of the positively-selected loci (see scripts) and functional analyses to assess the pathogenic role of the candidate negatively-selected variants (see paper).

We describe also a polygenic risk score-based approach to study the evolution of variants associated in present-day Europeans by GWAS to infectious and autoimmune traits.

Code is meant to comprehend analyses relating to the main findings of this work. Folders contain code relating to 1) Scans of Selection, 2) Onset of selection analyses, 3) Enrichment analyses and 4) Polygenic risk score analyses.