cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jcn6922k2s
title: LV-NVAT (Low voltage network violation analysis tool)

description: The Low Voltage Network Analysis Tool (LV-NVAT) is a low voltage (230 V 1φ, 400 V 3φ) distribution network simulation framework used for predicting the steady state voltage and thermal constraints that evolving network demands are likely to cause on UK LV networks. It can take simple data time series (representing customer load demand) as input. It runs 1 simulated day at 1 min temporal resolution and simple building level spatial resolution. It is the basic framework that I have used to build all of my power networks research simulations upon. The framework runs in MATLAB, and interfaces with the freely available distribution power systems simulation tool OpenDSS. 

The framework allows for monte-carlo simulation, from which the statistical likelihoods and severities of violations can be determined, and automatically calculates the effect of reinforcing the chosen network with higher capacity cabling. The basic framework is intended for use by engineers with some experience in energy systems and demand time series modelling, but with little to no experience in electrical power system simulation. Furthermore, an engineer with some coding experience and a basic understanding of node-link type network representation will be capable of extending the framework to include additional networks. 

The framework does not include the detailed storage placement and dispatch optimisation algorithms, or recoductoring optimisation algorithms that were designed for earlier works, but if this is of signficant interest, I will endevour to include it in future versions of this framework.

A detailed instruction manual is included in this dataset. This should enable the user to fully understand the purpose and operation of the framework, though if any queries or issues arise, please do not hesitate to contact me at my permanent email address - R.C.Johnson897@gmail.com.
DOI: 10.17632/xs9hbfpgk8
title: The effect of ADHD-type behaviours on language skills development in the classroom context from the perspective of Polish EFL teachers

description: This study investigated the effect of Attention Deficit and Hyperactivity Disorder (ADHD) on language skills development in English as a foreign language from the teacher's perspective. The focus was the ADHD effect on the learning of the individual with the condition and their classmates. The participants were 51 pre-school, primary and secondary school teachers in Poland. Data were collected using an online questionnaire with closed- and open-ended questions. The findings suggest various effects of ADHD manifestations on skills development in the EFL context. Statistical analysis also found a more significant impact of ADHD-type behaviours on the EFL learning of the classmates of the individual with ADHD and in upper grades of primary school and secondary school. The findings are discussed in the context of foreign language school curricula and inclusive classroom practices.
This set contains raw data that were not published in the article.
DOI: 10.17632/znxyv9rtwp
title: YOLO-SAM Fusion Model for Image-Based Agricultural Land Use Detection

description: This study aims to develop an innovative fusion model integrating You Only Look Once (YOLO) and Segmentation Anything Model (SAM) to improve the accuracy and efficiency of agricultural field detection and delineation from high-resolution drone imagery.
DOI: 10.6084/m9.figshare.1284521.v2
title: phyluce example data

description: Raw fastq example data for phyluce.
DOI: 10.6084/m9.figshare.17702231.v1
title: p-distances Synapturanus danta

description: Genetic distances (uncorrected p-distances) estimated from 583 bp of the non-coding 16S rRNA mitochondrial fragment between Synapturanus danta and related taxa of the genera Synapturanus, Otophryne and Adelastes (Microhylidae)<br><br>Chavez, G., M.E. Thompson, D.A. Sánchez, J.C. Chávez-Arribasplata, A. Catenazzi. A needle in a haystack: Integrative taxonomy reveals the existence of a new small species of fossorial frog (Anura, Microhylidae, Synapturanus) from the vast lower Putumayo Basin, Peru. (in review)
DOI: 10.6084/m9.figshare.8201852.v1
title: SPIROPLASMA PANGENOME FROM YEOMAN ET AL

description: This archive contains the necessary data files to visualize, update, and edit the Spiroplasma pangenome publish in Yeoman et al study titled "Genome-resolved insights into a novel Spiroplasma symbiont of the Wheat Stem Sawfly (Cephus cinctus)".<br>For more information, visit http://merenlab.org/data/spiroplasma-pangenome/
DOI: 10.17632/5hj99gyhyj
title: Integration of Vlasov equation by quantum mechanical formalism

description: Title of program: SHRD Catalogue Id: ACCY_v1_0 Nature of problem Collisionless plasma described by the Vlasov-Poisson system is considered starting from initial conditions electron oscillations take place, and we look for the evolution in time of the plasma density, electric potential and total energy. For near Maxwellian initial conditions Landau damping is obtained. Versions of this program held in the CPC repository in Mendeley Data ACCY_v1_0; SHRD; 10.1016/0010-4655(85)90006-2 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.14289038.v1
title: CORRELATION BETWEEN DEGENERATIVE DISEASES OF THE LUMBAR SPINE AND TYPES OF LUMBAR LORDOSIS

description: ABSTRACT Objective: Evaluate the relationship between the incidence of different types of degenerative diseases of the spine and lumbopelvic biomechanics, according to the types of lordosis of Roussouly's classification. Methods: Retrospective study of medical records and results of imaging exams of patients seen at a private hospital in São Paulo. The sagittal alignment of these patients was evaluated by classifying them according to Roussouly into 4 types, based on panoramic radiographs of the spine. These results were correlated with the patient's degenerative diagnosis (Herniated disc, Canal stenosis, Spondylolisthesis, degenerative discopathy and Facet arthrosis). Statistical tests were performed comparing the types of curvature and diagnoses identified. Results: 418 patients were evaluated, 51.4% male and 49.6% female. The vast majority of patients, about 54%, had a diagnosis of herniated lumbar disc. There was a statistically significant difference that showed a predilection for surgical treatment in cases classified as Type I and Type II in the Roussouly classification. There was no statistically significant difference that correlated the types of lumbar lordosis with the diagnosis presented by the patients. Conclusion: There is no statistically significant difference that correlates the type of lumbar lordosis according to Roussouly with lumbar degenerative diseases. In contrast, patients classified as Type 1 and Type 2 by Roussouly underwent a greater number of surgical treatments compared to patients type 3 and 4, with statistical relevance. Level of evidence 2; Retrospective prognostic study.
DOI: 10.6084/m9.figshare.22691470.v1
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.6084/m9.figshare.27158840.v1
title: Mathematica notebook for generating the figures from Frequency-dependent returns in nonlinear public goods games

description: NonlinearPGG.nb
DOI: 10.6084/m9.figshare.6998534.v1
title: Estrategia de búsqueda

description: Estrategia de búsqueda de artículo: Literature review for identifying standardized scales of assessment of suicidal risk in adults who are assisted in primary health care<b></b>
DOI: 10.6084/m9.figshare.9731087.v1
title: summary_stats.tar

description: Cohort-level summary statistics from "Associations of autozygosity with a broad range of human phenotypes" by Clark et al. <i>Nature Communications</i> (2019).<br>
DOI: 10.6084/m9.figshare.12280268.v1
title: Data for Bründl et al. 2020 Developmental Science

description: Accompanying data for Bründl et al. 2020 Developmental Science "Systematic mapping of developmental milestones in wild chimpanzees"<br>
DOI: 10.6084/m9.figshare.16922857.v1
title: Supplementary Material for: The Therapeutic Evaluation of Steroids in IgA Nephropathy Global (TESTING) Study: Trial Design and Baseline Characteristics

description: <b><i>Introduction:</i></b> Despite optimal current care, up to 30% of individuals suffering from immunoglobulin A nephropathy (IgAN) will develop kidney failure requiring dialysis or kidney transplantation. The Therapeutic Evaluation of STeroids in IgA Nephropathy Global (TESTING) study was designed to assess the benefits and risks of steroids in people with IgAN. We report the trial design as well as the baseline characteristics of study participants. <b><i>Methods:</i></b> It is an investigator-initiated, multicenter, double-blind, placebo-controlled, randomized trial of individuals with kidney biopsy-confirmed IgAN, proteinuria ≥1 g/day, and an estimated GFR of 20–120 mL/min/1.73 m<sup>2</sup>, following at least 3 months of standard of care including maximum labelled (or tolerated) dose of renin-angiotensin system blockade. The original study design randomized participants 1:1 to oral methylprednisolone (0.6–0.8 mg/kg/day, maximum 48 mg/day) for 2 months, with subsequent weaning by 8 mg/day/month over 6–8 months, or matching placebo. The intervention was modified in 2016 (due to an excess of serious infection) to low-dose methylprednisolone (0.4 mg/kg/day, maximum 32 mg/day) for 2 months, followed by weaning by 4 mg/day/month over 6–9 months, or matching placebo. Participants recruited after 2016 also received prophylaxis against <i>Pneumocystis jirovecii</i> pneumonia during the first 12 weeks of treatment. <b><i>Results:</i></b> The study recruitment period extended from May 2012 to November 2019. By the time the excess of serious infections was observed, 262 participants had been randomized to the original full-dose treatment algorithm, and an interim analysis was reported in 2016. Subsequently, 241 additional participants were randomized to a revised low-dose protocol, for a total of 503 participants from China (373), India (78), Canada (24), Australia (18), and Malaysia (10). The mean age of randomized participants was 38, 39% were female, mean eGFR at randomization was 62.7 mL/min/1.73 m<sup>2</sup>, and mean 24-h urine protein 2.54 g. The primary endpoint is a composite of 40% eGFR decline from baseline or kidney failure (dialysis, transplantation, or death due to kidney disease), and participants will be followed until the primary outcome has been observed in at least 160 randomized participants. Analyses will also be made across predefined subgroups. Effects on eGFR slope and albuminuria will also be assessed overall, as well as by the steroid dosing regimen. <b><i>Conclusions:</i></b> The TESTING study (combined full and low dose) will define the benefits of corticosteroid use on major kidney outcomes, as well as the risks of therapy, and provide data on the relative effects of different doses, in individuals with high-risk IgAN.
DOI: 10.6084/m9.figshare.19085156.v1
title: Sum_Stat_Assoc_Biomarker_Age

description: The table listed all the summary statistics of associations between multi-omics markers and age
DOI: 10.6084/m9.figshare.21919428.v1
title: Data for "CT-based comparison of porcine, ovine, and human pulmonary arterial morphometry"

description: This data sets contains the entire data set used for the study "CT-based comparison of porcine, ovine, and human pulmonary arterial morphometry" <br>
DOI: 10.6084/m9.figshare.24952944.v1
title: Dataset and code for China’s low-carbon policy intensity from national- to prefecture-level over 2007-2022

description: This zip file contains dataset and code of our paper. Both the aggregated low-carbon intensity and intensity for each policy are provided in the dataset.
DOI: 10.6084/m9.figshare.28660106.v1
title: TATE v5545 digital model and image set

description: TATE v5545 pterosaur tracks<i>Pteraichnus </i>isp.Sundance Formation, Alcova Reservoirlate Oxfordian-early Kimmeridgian, Upper Jurassic<br>
DOI: 10.17632/5hjsgy67vn
title: The Influence of Experiential Learning On Self-Confidence, Communication, Human Relations And Leadership In The State Civil Apparatus In Indonesia

description: The challenge to show the quality of life in shaping character is getting higher, although the results of the last 21 years of research on the development of character quality are more researched on academic variables, but the last three years have focused more on the learning process and on the research method side is still oriented to correlational studies, so that the research objectives will construct the effect of experiential learning (MPE) for the development of character quality (Self Confidence, Communication, Human Relations and Leadership)
DOI: 10.17632/rx2sf6w2wp
title: Normative reference score of foot tapping test among healthy participants

description: The foot tapping test (FTT) is a simple, non-invasive clinical tool used to assess upper motor neuron function and lower extremity motor impairments. It evaluates an individual's ability to rapidly dorsiflex the ankle joint. According to previous research, there weren’t adequate studies investigating healthy individuals normative value for the FTT. To explore the normative reference score of Foot tapping test among healthy persons between 19-24 years old. Participants was selected according to selection criteria. The FTT typically involves a seated participant tapping their foot on the ground as rapidly as possible for a set time (10 seconds). The examiner counts the number of taps to assess motor function. Firstly with dominant foot and then with non-dominant foot. Kolmogrov Smirnov test was explored to check whether the data was normally distributed, as the data was not normally distributed, results were expressed in mean±SD , geometric mean, Median ,Skewnes , kurtosis.
DOI: 10.6084/m9.figshare.20223606.v1
title: Public data accompanying "The relationship between the human needs of places and economic conditions in America's 21 largest cities"

description: This repository contains two datasets: category_need_vector.csv and zipcode_human_need.csv <strong>category_need_vector.csv: </strong>For each of 1025 Yelp POI types (i.e. categories), we provide the percent of respondents who listed this POI as: need_1, need_2, need_3, need_4 or need_5. This data was gathered through Mechanical Turk. We also provide the top level categories for each POI type. <strong>zipcode_human_need.csv: </strong>For zip codes (n = 1186) in 21 selected US cities, we provide the z score of each need, calculated for the aggregate of the POIs within the zip code. The z score is centered around 0 as a mean, and -1 or 1, as one standard deviation in either direction, -2 or 2 as two standard deviations in either direction, etc. We also provide the entropy of each zip code, where higher numbers indicate more deviation between the needs. <br>
DOI: 10.6084/m9.figshare.21994592.v2
title: Trained and Untrained sEMG data

description: Raw data of postural muscles outputed from Delsys during bilateral arm raising movements before and after general fatiguing exercises.
DOI: 10.6084/m9.figshare.23834670.v1
title: filtered.zip

description: The zip archive contains <code>cellranger count</code> filtered output for 11 BLCA samples from Zhaohui Chen <i>et al.</i> paper published in Nature Communications 11, Article number: 5077 (2020). The cohort consisted of eight primary bladder tumor tissues (2 low-grade bladder urothelial tumors, six high-grade bladder urothelial tumors) along with 3 adjacent normal mucosae. In SRA datasets are under BioProject PRJNA662018 and SRA-explorer can be used to download the data.
DOI: 10.6084/m9.figshare.3394795.v1
title: Average men height

description: This is data set from the publication<br><br> Hatton, T. J., & Bray, B. E. (2010). Long run trends in the heights of European men, 19th–20th centuries. <i>Economics & Human Biology</i>, <i>8</i>(3), 405–413. http://doi.org/10.1016/j.ehb.2010.03.001 <br><br><br><br>
DOI: 10.6084/m9.figshare.6534545.v1
title: DATA - Nitrogen fixation in a landrace of maize is supported by a mucilage-associated diazotrophic microbiota

description: Data files supporting "Nitrogen fixation in a landrace of maize is supported by a mucilage-associated diazotrophic microbiota" to be published in PLoS-Biology
DOI: 10.6084/m9.figshare.16779976.v1
title: Patterns of the third scenario

description: It consists of two folders, where projected and captured fringe patterns with 16 frequency-shifts in the third scenario in the experiment are included respectively. Additionally, two animated gif files are also included.
DOI: 10.6084/m9.figshare.19196297.v1
title: Information sheet, consent form, accent form

description: Information sheet is provided to the parents and the study is explained. Children are read and made to understand the procedure. This is followed by obtaining consent from the parents and accent from children
DOI: 10.6084/m9.figshare.22336600.v1
title: Table_S5

description: Table S5 for Miller et al. <em>mSystems</em> Metaproteomics reveals functional partitioning and vegetational variation among permafrost-affected Arctic soil bacterial communities <br> <em>k</em>-means clustering of Φbin vectors
DOI: 10.6084/m9.figshare.25257472.v1
title: Comparison of ANN, M5P and RF for prediction of lateritic soils’ permeability coefficient and shear strength

description: Predictive models were developed in this study using soft computing techniques including artificial neural network (ANN), M5P model tree (M5P) and random forest (RF) to predict laterite permeability coefficient and shear strength from index properties (specific gravity, linear shrinkage, liquid limit, plasticity index, fine sand content, and fines content). To achieve this goal, an experimental dataset obtained from laboratory analyses of three hundred laterite samples was divided into a model and a gaging dataset. The model dataset contains two hundred and forty data points, which were divided into training, testing and validation datasets, with 70% for training and 15% each for testing and validation of the proposed models. The gaging dataset contains sixty data points, which were used to evaluate and compare the proposed models’ performances with the existing models using the coefficient of determination, root mean squared error, mean absolute percentage error, and mean absolute error. The proposed models outperformed the existing models and provided satisfactory performance, with ANN models presenting the best performance, followed by RF and then M5P for both the permeability coefficient and the shear strength cases. This implies that the ANN models are the most reliable estimation for the prediction of lateritic soils’ permeability coefficient and shear strength. Thus, they can be used for practical purposes.
DOI: 10.6084/m9.figshare.26096644.v2
title: Annotation features for the reference genome

description: Genome annotation for gap free telomere to telomere chromosome level genome. This annotation file contains only primary transcripts.
DOI: 10.17632/5h3z8xcjnf
title: Dataframe of inter-annual variation of physiological traits between urban and forest great tits (adults and nestlings).

description: Urbanization is characterized by rapid environmental changes such as an increase in building surface, in pollution, or a decrease in invertebrate abundance. For many bird species, morphological and physiological differences have been observed between urban and rural individuals that seem to reflect a negative impact of urban life on the health and fitness of individuals. Studies on passerine birds also showed important differences between populations and species in their responses to the urban environment. We proposed to test physiological differences between urban and forest individuals over 3 years to understand whether the observed patterns are constant or subject to variations across years. For this purpose, we assessed the health parameters of adults and fledgling of great tits, Parus major, living in an urban and in a forest site in the Eurometropole of Strasbourg, for three years. Bird health was estimated with morphological parameters (body condition and size) and also with physiological parameters (oxidative status and telomere length). Our results showed lower body condition of urban fledglings regardless of the year, but no site effects on telomere length. On the contrary, for adult breeders, urban individuals had longer telomeres than forest ones except for one year which coincide with bad weather conditions during reproduction where no difference was detected. Urban birds also had higher antioxidant capacity whatever the years. These results suggest that cities act as a filter in which only good quality individuals survive and achieve successful reproduction regardless of year, whereas in the forest the selection occurs only during harsh weather years.
DOI: 10.6084/m9.figshare.27236844.v1
title: Company C Facebook posts

description: Facebook posts made by Company C during examination period
DOI: 10.6084/m9.figshare.27428220.v1
title: <i>Vibrio alginolyticus</i> AbY-1904-- Amplicon sequencing clean data

description: Amplicon sequencing of infected tissues of <i>Vibrio alginolyticus</i> AbY-1904.<br>
DOI: 10.6084/m9.figshare.28212284.v1
title: Scaling µ/ß EEG rhythms materials

description: Data and code to reproduce the results reported in manuscript "EEG µ and ß rhythms scaled from action observation to real-world social interaction: Evidence from a four-tier scalable design study"
DOI: 10.17632/6742m6tsct
title: Modified Looping Technique to Control Suture Line, Facilitate Knots, and Protect the Suture Needle

description: Needlestick injuries and contamination from loose sutures are surgical challenges. In this video, we demonstrate a modified controlled suture looping technique that enhances safety and efficiency. By organizing excess suture into tensioned loops, this method minimizes contamination risk, prevents tangling, and improves knot security. It also enables solo suture cutting, which is practical for settings with limited assistance. A practical solution to improve sterility and reduce sharps injuries in the operating room.
DOI: 10.17632/vtffyk8y7j
title: Supplemental: ASTCT and USCLC Clinical Practice Recommendations for Allogeneic Stem Cell Transplant in Mycosis Fungoides and Sézary Syndrome

description: Supplemental Table and Text