cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28017053.v1
title: Supplementary Material for: Effect of a 48-Hour Thickened Liquid Protocol on Visuospatial Skills in Young Adults

description: Introduction: Thickened liquids are frequently recommended for individuals with swallowing disorders who are at risk of aspiration. However, thickened liquids may be poorly tolerated and result in reduced fluid intake, which may impact performance in a number of areas. The purpose of this study was to examine the possible impact of a thickened liquid regimen on visuospatial skills in young healthy adults. 

Methods: Twenty young adults, ages 19-26 years, were included as participants. Baseline data consisting of urine specific gravity (USG) measurements as a marker of hydration status and completion of a visuospatial task were obtained prior to initiation of the experimental protocol. Participants in the experimental group followed a thickened liquid protocol, which consisted of drinking nectar-thick liquids for 48 hours. Data collection procedures were repeated. 

Results: Participants in the experimental group exhibited significantly higher USG levels and required more time to complete the visuospatial task post-thickened liquids. No significant change in performance accuracy was found. Participants in the experimental group reported a decrease in fluid intake. 

Conclusion: Performance accuracy on a visuospatial task was not significantly impacted by a 48-hour period of thickened liquid intake but time required to complete the task increased and was associated with mild dehydration as indicated by higher USG levels.
DOI: 10.17632/4js9b8pkrk
title: Muller-Lyer_illusion_revised

description: The dataset provides data on cognitive and temperamental determinants of the Müller-Lyer illusion recorded in a group of 170 participants aged 20-33. The cognitive predictors included: the field dependent-independent cognitive style and the efficacy of attention networks: alerting, orienting, and executive control. The temperamental indicators were searched in the context of the Strelau’s Regulative Theory of Temperament. The results confirmed that susceptibility to the M-L illusion is associated with field dependence. Rhythmicity as a temperament trait moderated the relationship between susceptibility to the Müller-Lyer illusion and the efficacy of alerting. At a low level of Rhythmicity, a relationship between lower efficacy of the alerting network and higher susceptibility to the illusion was observed. The revised version of the database contains raw data from all 15 trials of estimating line length in the illusory figure in Visual Illusion Simulation Task and all cue conditions in Attention Network Test.
DOI: 10.17632/h53gwtdx8x
title: Dataset for Selected FTIR Wavenumbers and Peak Intensity for the Dried bark of Pterocarpus indicus

description: Selected FTIR Wavenumbers and Peak Intensity for the Dried bark of Pterocarpus indicus. The FTIR wavenumbers were divided into two regions, the Phenolic region and the Fingerprint region.
DOI: 10.17632/p6g2htzbt9
title: Data for: Optimal Planning and Forecasting of Active Distribution Networks Using a Multi-stage Deep Learning Based Technique 

description: This data is associated with the paper titled: Optimal Planning and Forecasting of Active Distribution Networks Using a Multi-stage Deep Learning Based Technique. The data includes results from the the models and key input data. 

This research introduces a comprehensive methodology that integrates long-term forecasting and optimal sizing and siting techniques to streamline the planning of distribution networks. The primary goal is to jointly forecast solar irradiation, wind speed, and electric load demand using advanced AI-based models. The methodology consists of two main stages: forecasting and optimal sizing and siting.

In the forecasting stage, load demand, PV irradiance, and wind speed are forecasted, and these outputs serve as initial inputs for the subsequent optimal sizing and siting stage. The latter stage formulates an optimization problem to determine the best size and location for PVs, WTs, and BESSs based on the forecasted data.

The forecasting process involves five key steps: data type selection, load bus selection (for load forecasting only), data reading, data preprocessing, and calling, training, testing, and evaluating the forecasting model.

The Load dataset covers hourly data from 3-11/2017 to 31/05/2020, comprising 22,552 data points sourced from reference [1]. Further details regarding data features and data split can be found in subsequent subsections. The dataset has been meticulously pre-processed and prepared for one-year long-term forecasting.

Additionally, a three-year historical meteorological dataset from a specific UK location spans from 1/1/2017 to 31/05/2020. Sourced from [2], this dataset contains comprehensive meteorological parameters, including solar radiation, temperature, humidity, pressure, wind speed, and wind direction, which are utilized for forecasting solar irradiance and wind speed.

The network demand was forecasted for all 12 load buses across all seasons in the 16-bus network. Likewise, solar irradiance and wind speed data were forecasted for all seasons.


[1] E. Borghini, C. Giannetti, J. Flynn, and G. Todeschini, “Data-Driven Energy Storage Scheduling to Minimise Peak Demand on Distribution Systems with PV Generation,” Energies, vol. 14, no. 12, p. 3453, 2021.
[2] Nasa, “The Power project,” The Power project, 2023. https://power.larc.nasa.gov/.
DOI: 10.6084/m9.figshare.1189262.v5
title: Micro-CT images

description: Micro-CT images of different rocktypes. The images can be visualised by opening the Nrrd header files provided (.nhdr suffix) in visualization software such as Paraview or ImageJ (http://fiji.sc/Fiji), You can also open the .nhdr file in a text editor to see the image and voxel sizes. See the link provided for further information.
DOI: 10.6084/m9.figshare.3520934.v1
title: Supplement 1. R code to calculate posterior distribution of M, total fatality at a wind facility when zero carcasses are observed.

description: File List Xeq0_Rcode.R (MD5: 0189df9bc7f877f78943a34f377c950c) Description The Xeq0_Rcode.R file is an R script file that calculates the posterior distribution of M, the total fatality at a wind facility, assuming observed count of carcasses=0. The posterior distribution is a function of the prior, the overall probability of detecting a carcass killed at the facility (g), and the number of carcasses counted during the search process (x). Since we are assuming x = 0, we only need posterior distributions for each combination of g and prior. For a given prior, the code below calculates an array with a posterior for each value of g. There are three possibilities for g: fixed, uncertain (1.732x), highly uncertain (3x). The degree of uncertainty about g is given in terms of the width of the CI in terms of odds ratios: if Upr and Lwr are upper and lower bounds on CI for g, then odds(Upr)/odds(Lwr) is a measure of uncertainty about g.
DOI: 10.6084/m9.figshare.12047415.v1
title: Does bilingualism protect against dementia? A meta-analysis

description: Attached are the datasets of effect sizes and the R-script we used to analyze our data for the "Does bilingualism protect against dementia? A meta-analysis" accepted at Psychonomic Bulletin and Review. <br>For comments or questions, please do not hesitate to contact either JAEA or JG.
DOI: 10.6084/m9.figshare.13333841.v1
title: Margaritifera margaritifera whole genome assembly and annotation

description: Dataset from the <i>Margaritifera margaritifera</i> whole-genome assembly project. The dataset includes the masked whole-genome assembly sequence file, BRAKER2 prediction statistics and prediction gff file, as well as predicted genes, transcripts and amino acid sequence files. Further details about how the dataset was generated can be found in the Material and Methods section of the original publication “<i>The Crown Pearl</i>: a draft genome assembly of the European freshwater pearl mussel <i>Margaritifera margaritifera</i> (Linnaeus, 1758)”<br>
DOI: 10.6084/m9.figshare.16884646.v2
title: The latest news dataset 2021

description: This dataset contains world news and also with the news article's available metadata.
DOI: 10.6084/m9.figshare.3079651
title: Redox regulation of ascorbate and glutathione by a chloroplastic dehydroascorbate reductase is required for high-light stress tolerance in <i>Arabidopsis</i>

description: Chloroplasts are a significant site for reactive oxygen species production under illumination and, thus, possess a well-organized antioxidant system involving ascorbate. Ascorbate recycling occurs in different manners in this system, including a dehydroascorbate reductase (DHAR) reaction. We herein investigated the physiological significance of DHAR3 in photo-oxidative stress tolerance in <i>Arabidopsis</i>. GFP-fused DHAR3 protein was targeted to chloroplasts in <i>Arabidopsis</i> leaves. A DHAR3 knockout mutant exhibited sensitivity to high light (HL). Under HL, the ascorbate redox states were similar in mutant and wild-type plants, while total ascorbate content was significantly lower in the mutant, suggesting that DHAR3 contributes, at least to some extent, to ascorbate recycling. Activation of monodehydroascorbate reductase occurred in <i>dhar3</i> mutant, which might compensate for the lack of DHAR3. Interestingly, glutathione oxidation was consistently inhibited in <i>dhar3</i> mutant. These findings indicate that DHAR3 regulates both ascorbate and glutathione redox states to acclimate to HL. The redox regulation of ascorbate and glutathione by a chloroplastic dehydroascorbate reductase (DHAR3) is essential for photo-oxidative stress tolerance in <i>Arabidopsis</i>.
DOI: 10.17632/2s8hvm3df2
title: Data Availability for Schrader et al. Tarda manuscript

description: Data availability for manuscript
DOI: 10.17632/4754fk2tw7
title: Preference and WTP for Livestock Market Facilities – DCE Data

description: The data were collected in 2018 as part of a national study to elicit preferences and estimate willingness to pay (WTP) for small ruminant market facilities in Ethiopia. We used discrete choice experiments to elicit preferences from the 360 respondents across the three districts whereby we presented 12 choice situations to each of them and hence generated 4320 observations.
DOI: 10.17632/8v5jxpth4z
title: "Dogs' Catching Mice" Conjecture

description: Minimal anonymized dataset of the “Dogs’ Catching Mice” conjecture in Chinese phonogram processing
DOI: 10.6084/m9.figshare.22360699.v1
title: Supplementary Material for: Interleukin-33 and Soluble ST2 Levels in Infants with Hypoxic-Ischemic Encephalopathy

description: <b><i>Introduction:</i></b> Interleukin (IL)-33 and its receptor ST2L play key roles in the IL-33/ST2 signaling pathway. Soluble ST2 (sST2) inhibits the proper function of IL-33. sST2 levels are increased in patients with several neurological diseases, but in infants with hypoxic-ischemic encephalopathy (HIE), IL-33 and sST2 levels have not been studied. This study aimed to investigate whether serum levels of IL-33 and sST2 are useful as biomarkers of HIE severity and prognostic factors for infants with HIE. <b><i>Methods:</i></b> Twenty-three infants with HIE and 16 controls (gestational age ≥36 weeks and ≥1,800 g birth weight) were enrolled in this study. Serum levels of IL-33 and sST2 were measured at &lt;6 h, 1–2, 3, and 7 days of age. Hydrogen-1 magnetic resonance spectroscopy was performed, and ratios of peak integrals of lactate/N-acetylaspartate (Lac/NAA) were calculated as objective indicators of brain damage. <b><i>Results:</i></b> In the moderate and severe HIE, serum sST2 concentrations were increased and there was a good correlation between serum sST2 and HIE severity on days 1–2, whereas no variation was observed in serum IL-33. Serum sST2 levels were positively correlated with Lac/NAA ratios (Kendall’s rank correlation coefficient = 0.527, <i>p</i> = 0.024), and both sST2 and Lac/NAA ratios were significantly higher in HIE infants with neurological impairment (<i>p</i> = 0.020 and &lt;0.001, respectively). <b><i>Conclusions:</i></b> sST2 may be a useful predictor of severity and later neurological outcomes in infants with HIE. Further investigation is required to elucidate the relationship between the IL-33/ST2 axis and HIE.
DOI: 10.6084/m9.figshare.797479.v1
title: Feasibility and Design Study of Hydrogen Generation by Biomass Gasification in Malaysia

description: Gasification & pyrolysis prove their competitiveness and market potential. Gasification is old technology where biomass is burned to produce synthesis gas and solid particles (Charcoal). Produced synthesis gas is rich in hydrogen. Hydrogen will be the dominating energy sources in the near future. It is believed that Hydrogen has no side effects on environment or human health also it has high energy to mass content. That makes hydrogen a preferable energy source. This study, focuses on the feasibility of Hydrogen production from biomass by gasification in Malaysia and Design and construct Gasification Rig.
DOI: 10.17632/44f6pwntff
title: Analysis of the Radiological Outcomes According to the Locking Mechanism of the Volar Plate in Distal Radius Fracture

description: Abstract
Introduction: Volar plate fixation (VPF) is recommended as a useful surgical method for distal radius fracture (DRF), and locking screw fixation in the distal fragments is important to maintain reduction. Conventional locking mechanism with Point Contact Fixator (PC-Fix) system has been commonly used in VPF for DRF, and the TriLock mechanism recently became popular. However, there have been no studies comparing the radiological outcome of conventional locking mechanism and the TriLock mechanism. The purpose of our study was to analyze radiological outcomes according to the different locking mechanisms of the volar plate in DRF.
Materials and methods: Retrospective comparative analysis was performed on 56 study and 74 control DRF patients treated with VPF between January 2019 to December 2020. TriLock mechanism was applied to all patients in the study group, and conventional locking mechanism was applied to all patients in the control group. Fracture characteristics, radiologic parameters, postoperative complications such as loss of reduction, hardware-related problems (screw perforation, screw loosening or backing out, plate breakage), and other general medical complications were collected and analyzed.
Results: All patients obtained bony union within 3 months. There were no significant difference of age, sex between study and control group. 7 patients had loss of reduction in study group, and 2 patients had reduction loss in control group. Occurrence of the loss of reduction was associated with age (p = 0.022) and TriLock mechanism (p = 0.012). There were no significant hardware-related or other general problems in both groups.
Conclusion: There were significantly more loss of reduction with metal failure in DFR treated Trilock locking technology than conventional locking technology. Further studies are needed to evaluate safety and efficacy of the TriLock locking technology.
DOI: 10.6084/m9.figshare.1476266.v1
title: Financial Sustainability of UK Learned Societies - List of UK Learned Societies

description: Full list of UK learned societies which publish peer-reviewed journals and conference proceedings, as at May 2015. This is the second of two datasets on the financial sustainability of learned societies, associated with the following publications: Research Information Network (2015), Monitoring the Transition to Open Access: A report for the Universities UK Open Access Co-ordination Group, available at: http://www.researchinfonet.org/wp-content/uploads/2015/09/Full-report-FINAL-AS-PUBLISHED.pdf Johnson, R. and Fosci, M. (2015) "On shifting sands: assessing the financial sustainability of UK learned societies", <em>Learned Publishing</em>, Volume 28, Number 4, October 2015, pp. 274-282 (9) DOI: http://dx.doi.org/10.1087/20150406
DOI: 10.6084/m9.figshare.20493042.v4
title: CORMS (DATASET): A GitHub and Gerrit based Hybrid Code Reviewer Recommendation Approach for Modern Code Review

description: CORMS DATASET: This dataset contains the reviews mined from GitHub and Gerrit platforms for analysing the performance of MCR techniques.
DOI: 10.6084/m9.figshare.24329647.v9
title: Glacial foreland huge phage database (GFHPD) and global huge phage database （GHPD）

description: The file GFHPD_v2.fna is the dataset of glacial foreland huge phage genomes.The file GFHPD_v3_g11.faa included all encoded protein sequences of GFHPD via genetic code 11.The file GHPD_V2.fna contained published huge phages from other studies.The hmm.zip contained all HMM model of the 25 huge phage hallmarks.The msa.zip contained alignment of amino-acid sequences of the 25 huge phage hallmarks
DOI: 10.17632/63pc653jgg
title: A simulation optimization tool for incorporating occupancy data in scheduling building equipment

description: The following zip file contains the codes and research data for the implementation of the simulation optimization framework proposed in the associated paper. Detailed step-by-step instructions for running the code is provided in the "Instructions.docx" file. You will need both MATLAB and GAMS (with an MIP solver) installed on your computer to be able to use the code and replicate the results presented in the paper.
DOI: 10.17632/mjc62dczwm
title: Decarbonization Sample Raw Data

description: This is a dataset of participants responses to a survey questionnaire that was conducted as a part of a research paper. The study aims to examine the effect of decarbonization and energy efficiency in the Egyptian context in relation to pollution reduction, indoor and outdoor air quality which should reflect on human health and well-being. It also aims to assess carbon management strategies and policies adopted or needed in Egypt.
DOI: 10.17632/p4bspsn369
title: Spatially Resolved Transcriptomes of CD30+-transformed Mycosis Fungoides and Cutaneous Anaplastic Large-cell Lymphoma

description: Metadata and matrix
DOI: 10.6084/m9.figshare.19534285.v4
title: Metadata of soils in Spartina alterniflora salt marshes and their adjacent mudflats along coastlines of China

description: 407 soil samples from 12 sites were collected along the coastlines of China. Soil physicochemical properties were measured according to standard procedures, and climatic conditions were obtained from WorldClim version 2 (https://www.worldclim.org/) at 30 arc-second resolutions.
DOI: 10.6084/m9.figshare.28321559.v1
title: CGFlow supplementary data

description: Contains preprocessed CrossDock dataset for training pose prediction and the pretrained pose prediction model. <br><br>
DOI: 10.17632/cvh2d2bz6r
title: Modelling individual preferences reveals that face beauty is not universally perceived across cultures

description: Data and published paper 'Modelling individual preferences reveals that face beauty is not universally perceived across cultures'
DOI: 10.17632/rkndyskcvb
title: Data for: The effects of introducing elasticity using different interpolation schemes to the grand potential phase field model
DOI: 10.25375/uct.19623729.v2
title: Acoustic flight path data of Rhinolophus capensis flying in a desert and fynbos biome

description: Recorded frequencies, source levels, and detection distances of <em>Rhinolophus capensis</em> flying in a desert and fynbos biome.
DOI: 10.6084/m9.figshare.13237961.v1
title: Biomechanical results

description: Biomechanical results for all samples.
DOI: 10.6084/m9.figshare.19075346.v5
title: Genome Assembly and Annotation of <i>Alsophila spinulosa</i>

description: The flying spider-monkey tree fern genome provides insights into fern evolution and arborescence. https://www.nature.com/articles/s41477-022-01146-6
DOI: 10.6084/m9.figshare.21777005.v1
title: Emission trends of air pollutants and CO2 in China from 2005 to 2021

description: We have compiled a coupled emission dataset of air pollutants and CO<sub>2</sub> in mainland China from 2005 to 2021, that is, ABaCAS-EI v2.0 (Air Benefit and Cost and Attainment Assessment System-Emission Inventory version 2.0), which is an updated version of ABaCAS-EI. The dataset covers CO<sub>2</sub> and 9 types of air pollutants and includes 11 major source categories and more than 280 subsectors. This dataset introduces emissions by species, sector, year, and province. 1) The species include CO<sub>2</sub>, SO<sub>2</sub>, NOx, PM<sub>10</sub>, PM<sub>2.5</sub>, BC, OC, VOCs, NH<sub>3</sub>, and CO. 2) Fifteen emission sectors are reported: agricultural nitrogen fertilizer application, agricultural livestock, residential biofuel combustion, residential fossil fuel combustion, residential solvent usage, other residential sources, industrial boiler, biomass open burning, power plant, cement industry, iron and steel industry, other industrial processes, industrial solvent usage, off-road machine, and on-road vehicle. 3) 2005 to 2021 4) All of the 31 provinces in mainland China.
DOI: 10.6084/m9.figshare.22905368.v1
title: Supplementary Data Files for "Power of inclusion: Enhancing polygenic prediction with admixed individuals"

description: Please read README.md for more information. We also provide the iPGS browser (https://ipgs.mit.edu/), where you can browse and download the coefficients of our iPGS models.
DOI: 10.6084/m9.figshare.29150942.v1
title: Tesis(versión final)_Vicente Alvarez Castillo 2024.pdf

description: La tesis titulada "Implementación de un sistema de gestión de calidad en una maquiladora de Matamoros Tamaulipas" tiene como objetivo principal diseñar e implementar un Sistema de Gestión de Calidad (SGC) basado en la norma ISO 9001:2015 en la empresa Aranto Industries, ubicada en Matamoros, Tamaulipas. El trabajo parte de un diagnóstico situacional para identificar áreas de oportunidad y no conformidades en los procesos actuales de la maquiladora.
DOI: 10.6084/m9.figshare.5129620.v1
title: Supplementary Material for: Treatment Satisfaction in Psoriasis: Development and Use of the PsoSat Patient Questionnaire in a Cross-Sectional Study

description: <b><i>Introduction:</i></b> Evidence supports the potential value of matching patient preferences to treatment recommendations. The aim of the study was to design and validate a questionnaire on treatment satisfaction for clinical decision-making. <b><i>Methods:</i></b> We performed a comprehensive literature search identifying measurable indicators. The complete item pool was condensed to a core set by a multidisciplinary expert panel and tested in a multicentre, observational, cross-sectional study. <b><i>Results:</i></b> The questionnaire consisted of 8 questions, rated on a 5-point Likert scale. In total, 213 dermatology centres included 2,084 patients. The mean disease duration was 19 years. A majority of patients (82.8%) was moderately to very satisfied. 108 patients (5.8%) felt to be bothered by side effects, and 32.1% ascertained that the current therapy had been conducted for too long without success. <b><i>Discussion:</i></b> The PsoSat Questionnaire was shown to be a reliable and valid instrument for measuring therapy-related satisfaction. Further research on its implementation in clinical decision-making is necessary to finally evaluate the benefit of this tool.
DOI: 10.6084/m9.figshare.5854590.v1
title: Android malware dataset for machine learning 1

description: Dataset consisting of feature vectors of 215 attributes extracted from 3799 applications (1260 malware apps from Android malgenome project and 2539 benign apps). The dataset has been used to develop and evaluate multilevel classifier fusion approach for Android malware detection, published in the IEEE Transactions in Cybernetics paper 'DroidFusion: A Novel Multilevel Classifier Fusion Approach for Android Malware Detection'. The supporting file contains further description of the feature vectors/attributes obtained via static code analysis of the Android apps.