cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29150471.v1
title: Water utility engagement in wildfire mitigation in watersheds in the western United States

description: Data set used in peer reviewed paper: https://doi.org/10.1016/j.jenvman.2023.119157Abstract: Scaling up climate-adaptation in wildfire-prone watersheds requires innovative partnerships and funding. Water utilities are one stakeholder group that could play a role in these efforts. The overarching purpose of this study was to understand water utility engagement in wildfire mitigation efforts in the western United States. We conducted an online survey of water utilities in nine states and received 173 useable responses. While most (68%) respondents were concerned or very concerned about future wildfire events and the impact of wildfire on their operations, only 39% perceived their organization as responsible for mitigating wildfire risk. Federal land ownership decreased feeling responsible for wildfire mitigation, while concern for and information on wildfire increased feeling responsible for mitigation. The perception of response efficacy of mitigation actions for the 68 water utilities engaged in wildfire risk mitigation activities was very high, with most agreeing that mitigation actions are effective. Self-efficacy to implement mitigation actions, however, was mixed, with most utilities wanting more information on wildfire risk and impacts to watershed services. The most reported wildfire mitigation actions were forest thinning and stream restoration. Water utilities engaging in these actions typically partnered with government agencies or other water utilities to complete the work and funded these activities through water user fees and grants. Our findings suggest that water utility engagement in wildfire mitigation for water security could be increased through providing more assessments of wildfire risk to water utilities and through more outreach and engagement with water utilities operating on federal lands.
DOI: 10.6084/m9.figshare.14534724.v7
title: Mercury inputs into eastern China seas revealed by mercury isotope variations in sediment cores

description: (1) The measured concentrations and isotope compositions of mercury; (2) The calculated results for sedimentation and mercury influx; (3) The mixing model results for mercury source contributions in the three sediment cores collected from Eastern China Seas
DOI: 10.6084/m9.figshare.22289434.v1
title: Table 1. Demographic characteristics of the Participants

description: Demographic characteristics of the Participants
DOI: 10.6084/m9.figshare.25286017.v1
title: Significant and heterogeneous peer effects of college roommates on academic performance

description: Code and data for the paper "Significant and heterogeneous peer effects of college roommates on academic performance" by Cao, Zhou, and Gao.
DOI: 10.6084/m9.figshare.29078822.v1
title: Raw data for Whitlock et al. (2025) J Exp Biol

description: Raw data for paper examining biological effects of glyphosate-based herbicide after 1 and 11 generations of exposure.
DOI: 10.17632/4vjvbvk94f
title: Changes in adult well-being and economic inequalities: An exploratory observational longitudinal study (2002-2010) of micro-level trends among Tsimane’, a small-scale rural society of Indigenous People in the Bolivian Amazon

description: The dataset contains the two Stata V17 files on which the article in World Development (2014) with the same title as the dataset is based. It also includes the Stata computer codes (do files) and a one-page Word document on how to run the datasets
DOI: 10.17632/bmbvrjtsnw
title: Sex differences in brain excitability revealed by concurrent iTBS/fNIRS

description: Sex differences in brain excitability revealed by concurrent iTBS/fNIRS
DOI: 10.17632/nfbjphjvkn
title: Forward & Inverse Kinematics Solution of 6-DOF Robots Those Have Offset & Spherical Wrists - Supplementary Data

description: This supplemental dataset is part of the paper published under "Forward & Inverse Kinematics Solution of 6-DOF Robots Those Have Offset & Spherical Wrists"  and contains forward and inverse interactive calculation sheets for 6-DOF robots those have offset & spherical wrists. The interactive calculations sheets are in two format; SMath & Excel. SMath is free mathematical program with WYSIWYG editor and Excel is well know spreadsheet program both or either of them can be conveniently obtained. The aim of providing these files in dataset is that; a) verification to what is published, b) create solid foundation for the future studies, c) establish fast and better understanding conveniently for both forward & especially for inverse kinematics solution.
DOI: 10.17632/t26gnt3pss
title: Mendeley supplemental methods

description: Mendeley supplemental methods for "The risk of COVID-19 infection in patients with atopic dermatitis - a retrospective cohort study"
DOI: 10.6084/m9.figshare.28078274.v1
title: Experimental Sensor Data from Vehicles for Dynamic Vehicle Models

description: <b>Preliminary Information Only:</b> Files will be updated upon the article’s acceptance by <i>Sensors</i>.<br>The attached dataset contains over 17.5 hours of experimental sensor data, including measurements from the following sensors:<br>- Front axle steering angle [Â°]- Longitudinal acceleration [g]- Lateral acceleration [g]- Yaw rate [deg/s]- Wheel speed (front left) [km/h]- Wheel speed (front right) [km/h]- Wheel speed (rear left) [km/h]- Wheel speed (rear right) [km/h]<br>Data was sampled at a rate of 0.01 seconds and includes three distinct driving scenarios: calm driving, aggressive driving, and city driving. The dataset also captures variations such as reduced tire pressure (one tire at a time), different passenger loads, and measurements from three different vehicles.<br>The data was collected at the Continental Test Track in Veszprém, Hungary, as well as within the city of Veszprém.<br>The data is stored in Apache Parquet format that can be processed via Pandas library in Python.<br>For more information please check our article:Sensitivity Analysis of Long Short-Term Memory-based Neural Network Model for Vehicle Yaw Rate Prediction @MPDI Sensors
DOI: 10.17632/3f564s62gy
title: Indium Tin Oxide thermoelectric dataset

description: Data on electrical conductivity, Seebeck coefficient and thermal conductivity of the Indium Tin Oxide obtained by 'a robust system for thermoelectric device characterization system' presented in the paper: doi 10.1109/TIM.2021.3115213.
DOI: 10.6084/m9.figshare.12317591.v1
title: Coral species richness, coral hue, and reef fish richness across 74 ecoregions within four oceanic basins.

description: Data supporting Cox et al. 2021 'Regional heterogeneity in coral species richness and hue reveals novel global predictors of reef fish intra‐family diversity' <br>https://doi.org/10.1038/s41598-021-97862-8
DOI: 10.6084/m9.figshare.12501398.v4
title: Data set children with intellectual disability University of Barcelona

description: Dataset in SPSS (.sav) including data from a Spanish sample of families with a child with intellectual disability.
DOI: 10.6084/m9.figshare.13917443.v1
title: SQOL18 and JEFFERSON.sav

description: <pre>Database for the validation of the SQoL-18 quality of life questionnaire in patients with severe mental illness</pre>
DOI: 10.6084/m9.figshare.16740376.v1
title: China's environmental policy intensity for 1978–2019

description: This dataset contains data for the paper:Zhang, G., Gao, Y., Li, J. <i>et al.</i> China’s environmental policy intensity for 1978–2019. <i>Sci Data</i> <b>9</b>, 75 (2022). https://doi.org/10.1038/s41597-022-01183-yPlease cite the paper if you find those resources helpful.
DOI: 10.6084/m9.figshare.28331021.v1
title: Datasets of the project of IS1239

description: <b>Supplemental File 1: </b>The catalog of genomic positions of all IS1239 copies in GAS strains.<br><b>Supplemental File 2: </b>The catalog of genomic positions of IS1239 in species of Streptococcus except GAS. A total of 12 species (not including GAS) in Streptococcus were found to contain IS1239 copies.<br><b>Supplemental File 3: </b>The upstream and downstream genes of IS1239 copies in GAS and <i>Streptococcus pneumonia</i>.<br><b>Supplemental File 4: </b>Amino acid sites in IS1239 under selection in the three phylogenetic lineages of the 13 species of Streptococcus containing IS1239 copies.
DOI: 10.6084/m9.figshare.28331675.v1
title: Dataset OMDT.xlsx

description: Abstract Background: Standard multi-drug therapy (MDT) with duration of 6-12 months is generally effective for treating leprosy. However, in cases of lepromatous (LL) and borderline lepromatous (BL) patients with high bacterial loads and complicated circumtances, prolonged duration treatment is more often observed. As prolonged duration may affect patient adherence negatively, adding ofloxacin to MDT is a promising approach to prevent prolonged treatment.. Method: This retrospective cohort study investigated the effects of adding ofloxacin to MDT in 21 patients diagnosed with LL or BL leprosy at Cipto Mangunkusumo National Referral Hospital, Jakarta, Indonesia. Bacterial load and viability were tracked using the Bacteriological Index (BI) and Morphological Index (MI), and were compared using non-parametric Friedman test before and after the patients were given ofloxacin. Findings: Adding ofloxacin to MDT led to a significant reductions in both BI and MI. The median MI dropped to zero after six months of combined treatment (p&lt;0.001), with significant differences between baseline and 6, 9, and 12-months. BI also significantly declined (p=0.007), with significant reductions between baseline and 3, 6, 9, and 12-month assessments. The proportion of patients reaching an MI of zero also steadily increased. Interpretation: Ofloxacin as an adjunctive therapy to MDT substantially improves treatment of leprosy with high bacterial and morphological index. Faster bacterial clearance prevent prolonged treatment duration, potentially improving adherence, outcomes and reducing relapse risk. Ofloxacin is the only second-line leprosy treatment covered by the national health insurance in Indonesia. Earlier initiation of this adjunctive therapy may offer greater benefits.
DOI: 10.6084/m9.figshare.8011535.v1
title: Type 2 Diabetes

description: Dataset from the Vanderbilt sets of data. Diabetes diagnosed by A1c of 6.5 or greater. Demographics factors and lab values included. Can be used for multiple purposes. Note the various worksheets, including the codebook
DOI: 10.17632/d58x978jrh
title: Small-molecule antivirals treatment for Covid-19: A systematic review and network meta-analysis

description: Supplemental Materials for "Small-molecule antivirals treatment for Covid-19: A systematic review and network meta-analysis". Our study was registered on PROSPERO (CRD42023396617) and followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines. The protocol was also showed . The study characteristics about 92 RCTs and 68 retrospective studies were shown. We utilized the revised Cochrane Risk of Bias tool for RCTs and the Newcastle Ottawa Scale (NOS) for retrospective studies. A total of 92 RCTs were included, of which 42 RCTs were comprehensively evaluated as "High risk" due to allocation concealment and blinding, 15 RCTs were evaluated as "Unclear risk" due to blinding and other biases. A total of 67 retrospective studies were included, of which 34 were mainly downgraded for the typicality of the exposed study, comparability of studies on the basis of the design or analysis, and adequacy of follow up of cohorts.
DOI: 10.17632/f5s6cxk38f
title: Debt Literacy

description: Data collected in the study: Short-term Infographics-based Debt Education Improves Debt Literacy: The Role of Visual Attention on Positives and Negatives of Debt, Numerical, Graph, and Linguistic Literacy An experimental design with repeated measures and an internal comparison group was applied to study the process and results of infographics-based debt education. In testing 108 participants, we used eye tracker, a series of infographics, as well as scales of debt, numerical, graph, and linguistic literacy. Based on the literature review, which suggests that visual attention focused on the positives and negatives of borrowing, as well as numerical, graph, and linguistic literacy, could affect debt literacy education, we hypothesize that: H1. Participants focusing visual attention on infographics longer show better debt literacy education results. H2. Participants with higher numerical, graph, and linguistic literacy show better debt literacy education results. Verification of these hypotheses was conducted in an experimental design with repeated measures and with an internal comparison group. The results confirm that short-term infographics-based debt education can improve debt literacy significantly. The difference in processing the educational contents that were not known to participants before the educational session suggests that participants with better information literacy make more considerable debt literacy progress. Specifically, we found that numerical literacy is a significant mediator of debt education results, depending on the initial level of debt literacy; this relation is moderated by the focus of visual attention on risk-related information. We found no significant relationship between debt literacy education results and those of graph and linguistic literacy.
DOI: 10.6084/m9.figshare.16999195.v1
title: Etude de la valeur ajoutée de l’agriculture de précision pour les distributeurs de matériels agricoles

description: Le secteur agricole est aujourd’hui en pleine mutation pour répondre aux enjeux agricoles, environnementaux et alimentaires de demain. Les technologies d’agriculture de précision peuvent répondre, en partie, à ces enjeux en améliorant la productivité et la rentabilité des exploitations tout en optimisant les apports d’intrants dans l’objectif de réduire les doses apportées. Le marché des fournisseurs de nouvelles technologies est en pleine expansion ces dernières années et modifie sensiblement le fonctionnement des acteurs historiques qui gravitent autour des agriculteurs. Ces technologies sont distribuées par deux principaux acteurs que sont les concessions agricoles et les coopératives/négoces agricoles. Ce document cherche à identifier les éléments permettant de développer l’agriculture de précision au sein d’une partie de la distribution agricole : les concessionnaires. Au travers de plusieurs interviews nous avons cherché à comprendre la vision des personnes travaillant en concession vis-à-vis de l’agriculture de précision et comprendre quels sont les facteurs et les freins au développement de ces technologies. Cette étude est réalisée dans le cadre d’un mémoire de fin d’étude au sein de l’entreprise MyEasyFarm, fournisseur d’une plateforme d’agriculture de précision qui facilite les échanges de données avec le matériel agricole, et permettra à l’entreprise d’adapter sa stratégie de distribution pour développer son business auprès des concessions agricoles en France métropolitaine.
DOI: 10.6084/m9.figshare.21741239.v2
title: DynAMICS_Results

description: The results of DynAMICS on the dataset with a 10 minutes execution. The results of Paprika and aDoctor on the dataset. The potential code smells associated with.
DOI: 10.17632/6h34zp6mdr
title: Supplementary Table

description: Supplementary table. International Classification of Diseases, 10th Revision, Clinical Modification, codes used to identify patients with implantation mycoses and other underlying conditions — United States, January 1, 2017–December 31, 2021
DOI: 10.17632/sdgyjfdcn9
title: Effects of ambitient air pollution on psoriasis in Wuhan, China: a time-series analysis

description: supplemental material
DOI: 10.6084/m9.figshare.21557268.v1
title: Supplementary-Electron microprobe analysis Data

description: Electron microprobe analysis Data.
DOI: 10.6084/m9.figshare.22579948.v1
title: weather_data.csv

description: Weather_data file contains real-time measurements of outdoor temperature, relative humidity, diffuse solar radiation, and direct solar radiation for city Islamabad. The data was collected using a weather station installed in the city and includes 6-hour, 12-hour, and 24-hour predictions for each measurement. Building_1 data file contains real-time measurements of the power output from a 1 kW solar plant installed by Crysto-Solar. The data was collected at half-hour intervals and includes the hours since 00:00 January 1 and the hourly data for AC inverter power (W). solar_generation_1kW file contains real-time measurements of energy consumption for a domestic building using Tesla Inverter (Hybrid) in F15, Islamabad. The data includes the hourly energy consumption for different systems within the building, such as heating, ventilation, and air conditioning (HVAC), lighting, and electrical appliances.
DOI: 10.6084/m9.figshare.28003385.v1
title: Proximity to forests, disturbance and plantation traits influence understory species richness but not phylogenetic diversity in African mahogany plantations

description: More than a quarter of the world's biodiversity is conserved outside of protected areas. Human-modified ecosystems such as plantations, previously considered as green deserts, can serve as stepping-stones or corridors for the migration of species between source and sink populations thus maintaining metapopulations. Understanding community assembly in the understory of plantations and how this is mediated by neutral versus niche processes can shed light on their role in biodiversity conservation. In practice, how plantation size and isolation affect understory plant diversity can help decide the location and size of plantations that optimize biodiversity conservation and plantation yield. We predicted that understory plant species diversity in plantations is influenced by plantation size, age, and distance to the nearest native forests. Disturbance can outweigh the influence of distance by limiting the successful establishment of species dispersing from nearby forests. We conducted biodiversity surveys in African mahogany plantations in Benin. We developed a piecewise structural equation model to test the effects of plantation size, age, proximity to forests, and the mediating role of disturbance on understory plant species richness and phylogenetic diversity. Species richness and phylogenetic diversity increased with plantation size but only species richness was positively associated with plantation age. Species richness decreased with increasing plantation isolation and disturbance. However, phylogenetic diversity was not associated with disturbance or plantation proximity to forests. Our study suggests that small plantations and those far from forest reserves are more vulnerable to biodiversity filters and need more attention from conservation planners. We further showed that plantations can harbor important species richness in their understory if disturbance is limited.
DOI: 10.6084/m9.figshare.25976665.v1
title: SF 36 Nepali version.docx

description: A validated Nepali version of SF 36
DOI: 10.6084/m9.figshare.28078370.v1
title: Diversity, Diversity and Tolerance profile of Wild Yeasts from Natural Forests

description: In a natural forest in southwest Ethiopia, the study investigates the diversity and distribution of wild yeast species in the rhizosphere soil and plant surfaces. With high rates of yeast isolation from tree bark, it exposes a variety of yeast genera. Seasonal differences in yeast abundance were also discovered by the study; spring and summer demonstrated significant positive relationships. The discovery of stress-tolerant yeast species showed how adaptable they are to harsh environments. The study emphasizes the potential of stress-tolerant yeasts for biotechnological applications as well as the significance of natural forests as repositories of microbial diversity.
DOI: 10.17632/cfk4bgz6w9
title: Xist Deletional Analysis Reveals an Interdependency between Xist RNA and Polycomb Complexes for Spreading along the Inactive X

description: This is the raw data for all microscope images, gels, and blots related to Molecular Cell article "Xist Deletional Analysis Reveals an Interdependency between Xist RNA and Polycomb Complexes for Spreading along the Inactive X"
DOI: 10.17632/d3k72vkgp2
title: Factores relevantes del emprendimiento

description: El emprendimiento es un modelo social y económico que tiene como propósito impulsar la creación de empresas. Montar un negocio no es emprendimiento, se requiere de un producto, servicio o proceso innovador para ser catalogado como verdadero emprendimiento. A partir de la identificación de factores relevantes, se puede definir el emprendimiento, como la iniciativa personal de idear, montar y poner en marcha una nueva empresa, y para lograrlo requiere de educación, persistencia, motivación, contactos, habilidades en mercadeo, recursos de capital, apoyo del Estado, de la familia y de la universidad, afrontando riesgos y dificultades como el desánimo y la soledad. El espíritu empresarial es la fuerza interior del emprendedor que lo impulsa a lograr el objetivo de materializar su sueño de ser independiente económicamente mediante la creación y puesta en marcha de su propia nueva empresa.
DOI: 10.17632/y6bv87c3m4
title: Dataset of Determinants of turnover intention with generational differences as moderation

description: The current dataset is the results of a survey of 268 employees of small and medium enterprises (SMEs) to investigate the determinants of turnover intention with generational differences as a moderator by using partial least squares structural equation modeling (PLS-SEM). The current dataset includes raw data, PLS-SEM results, and multi-group analysis results. The current dataset has four variables, namely: organizational justice, perceived organizational support, job embeddedness, and turnover intention.
DOI: 10.6084/m9.figshare.26867224.v1
title: Two-tone suppression between the ultrasounds above and within the hearing range in mice

description: Experimental data in the paper entitled "Two-tone suppression between the ultrasounds above and within the hearing range in mice"
DOI: 10.6084/m9.figshare.3833049.v1
title: Introduction to Ecology; A study on the correlation between hair colour and gender

description: Methods: In order to assess the relationship between hair colour and gender, 24 human subjects were surveyed. Each subject was verbally asked to self-report their own gender and hair colour. <br><br>Study Site: York University classroom. Toronto ON, Canada.<br><br>Hypothesis: There is no relationship between hair colour and gender because the genes coding for each characteristic are different and do not affect one another.<br><br>Prediction:<br>1) Either gender can possess any hair colour.<br><br>Group Members: Matthew Fernandez. Lanisha Thangeswaran. Niyousha Taati. Laura Nati. <br>
DOI: 10.6084/m9.figshare.4028685.v5
title: Sample annotations for CAGE human PRJDB1099 (FANTOM5)

description: A tab-separated values (TSV) file for RefEx_sample_ann_CAGE_human_PRJDB1099
DOI: 10.6084/m9.figshare.4588735.v1
title: Korean language Web pages dataset

description: This dataset contains 1,517 URIs with content determined to be in the Korean language. The URIs were collected from DMOZ. All 1,517 URIs were available on the live Web as of December 2015. <br> <b>This data is used and further described in the journal article:</b> Lulwah M. Alkwai, Michael L. Nelson, and Michele C. Weigle. 2017. Comparing the Archival Rate of Arabic, English, Danish, and Korean Language Web Pages. ACM Transactions on Information Systems (TOIS). <br> <b>This work was an extension of the paper:</b> Lulwah M. Alkwai, Michael L. Nelson, and Michele C. Weigle. 2015. How Well Are Arabic Websites Archived?. In Proceedings of the 15th IEEE/ACM Joint Conference on Digital Libraries (JCDL). ACM