cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.4600312.v1
title: CT scan data

description: CT scan DICOM format image slices (.zip archive) from this paper:Chadwick, KP; Shefelbine, SJ; Pitsillides, AA; Hutchinson, JR. 2017. Finite-element modelling of mechanobiological factors influencing sesamoid tissue morphology in the patellartendon of an ostrich. R. Soc. opensci. 4:170133. http://dx.doi.org/10.1098/rsos.170133
DOI: 10.17632/kxs54cfp67
title: Raw phenotype data of grain chalkiness and yield traits for QT12.

description: Raw phenotype data of grain chalkiness and yield traits for QT12 paper.
DOI: 10.17632/xz6f8bw3w8
title: Historical Arabic Handwritten Text Recognition Dataset

description: A collection of rich historical Arabic text, spanning different geographies across centuries, is present in this dataset. Experts have meticulously transcribed forty historical pages, each five from a distinct book, providing the textual ground truth for each image.

No data as such has been made available publicly previously, up to our knowledge. This intends to contribute to deep learning OCR modeling and testing by practitioners and researchers interested in Arabic OCR and correction.
DOI: 10.6084/m9.figshare.28615955.v3
title: Data and R code for the paper "<b>Coevolutionary patterns between coloration and diel activity in moths</b>"

description: This is data for the paper "<b>Coevolutionary patterns between coloration and diel activity in moths</b>"
DOI: 10.17632/4j7y836bcw
title: The Impact of Social Media on Body Image

description: Research Hypothesis
The hypothesis of this study posits that social media significantly influences body image perceptions, leading to increased body dissatisfaction and lower self-esteem, particularly among adolescents and young adults. It also suggests that while social media can propagate negative body ideals, it has the potential to promote body positivity through supportive communities.
Data Overview
The data was gathered through a systematic review of existing literature on the impact of social media on body image. The methodology included:
Search Strategy: Utilized academic databases such as PubMed, PsycINFO, and Google Scholar with keywords like "social media," "body image," and "self-esteem."
Inclusion Criteria: Focused on studies involving individuals aged 12-25 who actively use social media for at least one hour daily.
Exclusion Criteria: Studies were excluded if they involved severe mental health disorders or participants with prior body image issues.
The analysis employed both quantitative (e.g., t-tests, ANOVA) and qualitative methods (e.g., thematic analysis) to synthesize findings across various studies.
Notable Findings
Body Dissatisfaction: Increased exposure to idealized images correlates with higher levels of body dissatisfaction, particularly in young women and adolescents. This is primarily driven by social comparisons to unrealistic beauty standards.
Teen Girls' Pressure: Teen girls experience significant pressure to conform to beauty standards perpetuated by social media, leading to feelings of inadequacy.
Data Interpretation
The findings indicate that social media serves as a double-edged sword regarding body image:
Negative Influence: The prevalence of edited and idealized images creates unrealistic beauty standards that foster feelings of inadequacy and dissatisfaction among users. This is particularly concerning for younger audiences who are more impressionable.
Implications for Use
Understanding these dynamics is crucial for developing interventions aimed at mitigating the harmful effects of social media on body image. Recommendations include:
Education Programs: Implementing educational initiatives that raise awareness about the effects of social media on self-esteem and body image.
Supportive Communities: Encouraging the formation of online communities that promote positive body image and self-acceptance.
Conclusion
The data underscores the complex relationship between social media use and body image perceptions. While it can lead to negative outcomes such as increased body dissatisfaction and reduced self-esteem, there is also potential for positive reinforcement through supportive content. Future research should continue exploring these themes, focusing on longitudinal effects, diverse populations, and the role of specific platforms in shaping body image perceptions.
DOI: 10.17632/s5gvjy6h5t
title: Tomographic measurements of longitudinal phase space density

description: Abstract Tomography — the reconstruction of a two-dimensional image from a series of its one-dimensional projections — is now a very broad topic with a wealth of algorithms for the reconstructions of both qualitative and quantitative images. One of the simplest algorithms has been modified to take into account the nonlinearity of large-amplitude synchrotron motion in a particle accelerator. This permits the accurate reconstruction of longitudinal phase space density from one-dimensional bunch profile ... Title of program: tomo_v1 Catalogue Id: ADKE_v1_0 Nature of problem The reconstruction of the longitudinal phase space density of particles in a synchrotron from one-dimensional bunch profile data. Versions of this program held in the CPC repository in Mendeley Data ADKE_v1_0; tomo_v1; 10.1016/S0010-4655(99)00194-0 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.14401181.v5
title: Norfish 14 English Newfoundland Cod Fishery 1520-1790

description: An English presence was felt in the Newfoundland fisheries since around 1500, but on a minor scale. French, Spanish and Portuguese fishers established themselves in Newfoundland from this time and developed successful fisheries, but there is little evidence to suggest that the English fishers were especially engaged alongside their fellow Europeans. Since 1497 when John Cabot’s voyage to Newfoundland brought news that fish were so plentiful there that they could be caught by simply lowering baskets rather than having to even use lines.
DOI: 10.6084/m9.figshare.23725050.v1
title: Top 100 multinationals by 2021 TNI Comparison.docx

description: Source Compiled by the authors based on UNCTAD, 2020
DOI: 10.6084/m9.figshare.21767297.v3
title: Data for: High-spatiotemporal-resolution dynamic water monitoring using LightGBM model and Sentinel-2 MSI data

description: The product quantified monthly surface water dynamics (excluding northern hemisphere winter) in the middle farming-pastoral ecotone of Northern China (M-FPENC) based on Sentinel-2 images using the light gradient boosting machine (LightGBM) at 10 m resolution from 2016 to 2021 with high accuracy. A description of the methodology and details can be found in the manuscript. Please do not hesitate to send an email to libohao@mail.bnu.edu.cn if you have any other questions. <br> This dataset includes Monthly Surface Water Maps for each year from March to November between 2016 and 2021, as well as Annual Water Inundation Frequency Maps. Data is stored in GeoTiff format. <br> Introduction to documents (1) Monthly surface water maps are named as “year+month.tif”, e.g. “201603.tif”. (2) In the monthly surface water maps, pixel values 0, 1, and 2 refer to invalid observations, valid observations but not water, and water, respectively. (3) Water inundation frequency maps are named as “WIF+year.tif”, e.g. “WIF2016.tif”. (4) To reduce the size of the data, the pixel values of the water inundation frequency maps are scaled up by a factor of 1000 and stored and converted to INT16, e.g. the pixel value of 1000 represents the true value of 1, i.e. the water inundation frequency is 100%. <br>
DOI: 10.6084/m9.figshare.27284889.v1
title: Table 1. Synthesis of Selected Articles.pdf

description: Table 1. Synthesis of Selected Articles.
DOI: 10.17632/24rdgtycdr
title: Data for: Performance Degradation and Wearing of Electrical Submersible Pump (ESP) with Gas-Liquid-Solid Flow: Experiments and Mechanistic Modeling

description: MTESP mapping 80bpd
DOI: 10.17632/349y7xs5st
title: Validación criterios GLIM Cirugía Cardíaca

description: Esta investigación tiene como objetivo determinar la validez de criterio y la confiabilidad interevaluador de los criterios GLIM para el diagnóstico de desnutrición y la predicción de desenlaces en cirugía cardiaca
DOI: 10.17632/v2jrv3s58c
title: Dataset for SEM and ANN analysis in cloud computing acceptance

description: This article includes an raw data for our research. Using the Unified Theory of Acceptance and Use of Technology (UTAUT), this study is to identify the determinants of cloud computing adoption by using structural equation modeling (SEM) and an artificial neural network (ANN). The dataset consists of four hundred valid responses of general public in South Korea using cloud computing. The dataset has seven variables such as performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation, habit and behavioral intention.
DOI: 10.6084/m9.figshare.1554895.v1
title: Distance to closest tree, dbh, and condition of trees along a transect in the Saywell Woodlot

description: Data was collected on September 21, 2015 between 3:30 and 4:30 pm in the Saywell Woodlot on York University campus. The temperature at the time of data collection was 19 degrees Celcius and it was partly cloudy. Leaves in the area had not yet begun their autumnal colour change to a significant extent. The experimenters laid down a transect starting at the edge of the woodlot (a pathway that runs alongside the woodlot), going towards the centre of the woodlot. The position of the transect was determined by using a random number generator to generate a number between 1 and 100. The experimenters then walked this number of steps along the pathway, then placed the transect and began walking along the transect towards the centre of the woodlot. Each time the experimenters came across an adult tree (a tree over 8ft tall) within 0.5m of the transect, they visually estimated which tree in the woodlot was closest to the tree along the transect. The experimenters then measured the distance between the tree along the transect and the tree closest to it by measuring from the centre of one trunk to the centre of the other trunk. The diameter at breast height (dbh) of both trees was measured and the experimenters estimated the condition of each tree by categorizing it as dead (0), alive (1), or having a huge green canopy (3). Data was recorded for 10 adult trees along the transect.
DOI: 10.17632/4b8vjvc7yw
title: Monthly Electricity Consumption with Exogenous Factors Datasets

description: This dataset presents the monthly electricity consumption forecasting dataset on the repository level of the city of Dubai from May 2017 – December 2019 that includes exogenous parameters, namely, temperature, population, number of buildings, expatriate ratio, number of connected customers, and building occupancy. This repository consists of two files: 1- "Aggregated Dataset.csv" consists of the aggregated monthly electricity consumption records on the community level and the exogenous parameters. This dataset is generated using the simulation software. 2- "Final Dataset - Processed.csv" contains the final dataset generated after applying the preprocessing and feature importance steps. This dataset is used to model the electricity consumption predictors presented in our manuscript [1]. 3- " Aggregated Electricity and Temperature on City Level.csv" consists of the aggregated monthly electricity consumption records on the Dubai City level and the reported temperature. This file helps see the relation between temperature and electricity consumption. [1]M. Abdallah, M. Abu Talib, M. Hosny, O. Abu Waraga, Q. Nasir, M.A. Arshad, Forecasting Highly Fluctuating Electricity Load using Machine Learning Models Based on Multimillion Observations, Advanced Engineering Informatics, 53 (2022), 101707.
DOI: 10.17632/76jgjbgndr
title: DNA / Aptamer dataset

description: The data for the DNA Aptamers was web-scraped from the online database Aptagen (https://www.aptagen.com/) using an in-house python script. After cleaning the data and removing modified bases and duplicates the Dataframe included a 238 unique aptamer sequences. The data for the DNA sequences was web-scraped from the online database (http://ndbserver.rutgers.edu) using an in-house python script, After downloading the data into a dataframe, cleaning and removing modified bases and duplicates the Dataframe included a 4885 of unique sequences.
DOI: 10.6084/m9.figshare.25202057.v3
title: Gene flow and an anomaly zone complicate phylogenomic inference in a rapidly radiated avian family (Prunellidae)

description: BackgroundResolving the phylogeny of rapidly radiating lineages presents a challenge when building theTree of Life. An Old World avian family Prunellidae (Accentors) comprises twelve species that rapidly diversified at the Pliocene-Pleistocene boundary.ResultsHere we investigate the phylogenetic relationships of all species of Prunellidae using a chromosome-level de novo assembly of Prunella strophiata and 36 high-coverage resequenced genomes. We use homologous alignments of thousands of exonic and intronic loci to build the coalescent and concatenated phylogenies and recover four different species trees. Topology tests show a large degree of gene tree-species tree discordance but only 40-54%% of intronic gene trees and 36-75% of exonic genic trees can be explained by incomplete lineage sorting and gene tree estimation errors. Estimated branch lengths for three successive internal branches in the inferred species trees suggest the existence of an empirical anomaly zone. The most common topology recovered for species in this anomaly zone was not similar to any coalescent or concatenated inference phylogenies, suggesting presence of anomalous gene trees. However, this interpretation is complicated by the presence of gene flow because extensive introgression was detected among these species. When exploring tree topology distributions, introgression, and regional variation in recombination rate, we find that many autosomal regions contain signatures of introgression and thus may mislead phylogenetic inference. Conversely, the phylogenetic signal is concentrated to regions with low-recombination rate, such as the Z chromosome, which are also more resistant to interspecific introgression.ConclusionsCollectively, our results suggest that phylogenomic inference should consider the underlying genomic architecture to maximize the consistency of phylogenomic signal.
DOI: 10.6084/m9.figshare.23536833.v1
title: Source Data files_17-06-2023.zip Supplementary data files_17-06-2023.zip

description: This is source data of our Submmited manuscript to Nature profilo
DOI: 10.6084/m9.figshare.29144453.v1
title: <b>Storage Devices and the Mechanism of Data Storage in Audio and Visual Form</b>

description: This presentation explores various types of storage devices and explains how data is stored and retrieved in audio and visual formats. It covers the classification of storage devices, their roles in data handling, and the basic mechanisms involved in storing multimedia content. The slides are designed for educational use, making them valuable for students, teachers, and beginners in the field of computer science and digital media.
DOI: 10.17632/cyrs7bhvx3
title: Data Set on the effect of oleic acid on the Reproductive Immuno-endocrine Regulation of Female Wistar Rats on an Unrestricted Diet

description: We sought to ascertain if oleic acid, when administered to female Wistar rats on an uncontrolled or unrestricted diet, could alter the levels of immune white blood cells and reproductive endocrine indices. The data were obtained from female Wistar rats (n=18, 10- 12 weeks old, 151 ± 24 g) on an unrestricted diet and treated with different oleic acid doses. The effect of oleic acid (364525-IL Sigma-Aldrich, USA) at 0, 500 and 1000 mg/kg body weight was investigated on the full-blood count (WBC and RBC parameters), and reproductive endocrine indices (reproductive hormones, reproductive organ weights and oestrous cyclicity) of female Wistar rats treated for three cycles (15 days). The results indicated that oleic acid treatment induced increased body weight gain and relative reproductive tract weight in the rats. However, it did not affect Wistar rats reproductive hormone levels, oestrous cycle and RBC parameters. Notably, oleic acid altered the white blood cell parameters in the rats, specifically reducing the lymphocyte population of white blood cells and increasing the Mid- cells (Basophils, eosinophils, monocytes, and mast cells) and neutrophils.
[Data 1] Body weights of the female Wistar rats before treatment commenced, and after treatment, and the increases in body weights were measured and presented. 
[Data 2] The organ weights (paired ovaries and reproductive tract) were presented relative to the body weights as g/100 g body weight. 
[Data 3] The rats were classified into four oestrous stages; proestrus, oestrus, metoestrus, and dioestrus. The stages were assigned numbers 1, 2, 3, and 4, respectively.
[Data 4] The blood of five rats from each group was analyzed for its full blood count (Red blood cells, white blood cells, and plateletes). 
[Data 5] The rat's serum was analyzed for oestrogen, progesterone, and LH levels.
DOI: 10.6084/m9.figshare.13507662.v4
title: Observed NIC on ECS.mat

description: The Near Inertial Current (NIC) data was extracted from the observed horizontal velocity using a bandpass filter in the frequency range between 0.8 f and 1.2 f (here f represents the local inertial frequency, which is 0.9997 cycles per day in our observation site). The original data was collected using a bottom-moored ADCP on the continental shelf of the East China Sea.<br><br><br>The description of the data structure are as follows:Time: Observation time from 18:00, September 7, 2013 in hours.Depth: depth in m.U: east-west near inertial current in m/s.V: south-north near inertial current in m/s.<br>
DOI: 10.6084/m9.figshare.24961707.v1
title: Efficacy of Conventional and Biorational Insecticides against the Invasive Pest <i>Thrips parvispinus</i> (Thysanoptera: Thripidae) under Containment Conditions

description: All data from the manuscript entitled: 'Efficacy of Conventional and Biorational Insecticides against the Invasive Pest <i>Thrips parvispinus</i> (Thysanoptera: Thripidae) under Containment Conditions'.
DOI: 10.6084/m9.figshare.27144264.v3
title: <b>Concretization of the International Migrant Health Policy in the Health Sciences Curriculum in Chile</b>

description: Descriptive analysis in which the categories and subcategories of the article<b>Concretization of the International Migrant Health Policy in the Health Sciences Curriculum in Chile</b> are presented with the textual quotation. Hermeneutic analysis is included in Figure 1, where the categories and subcategories are interrelated.
DOI: 10.17632/pkds586gyv
title: Full scans of the MOLECULAR-CELL-D-21-00857-2021.10.24-Jiang lab

description: Here we upload a source data excel and a source data PDF for all figures in our study about the reciprocal regulation of citrulline metabolism and proinflammatory macrophage activation.
DOI: 10.6084/m9.figshare.28989440.v1
title: AL4AnimalS Poster

description: AL4AnimalS 2025 poster from Endika Varela Martínez
DOI: 10.17632/sggbcb24hs
title: Dataset of traffic accidents in Irapuato (2022)

description: This database contains 1021 traffic accidents recorded in the municipality of Irapuato, Mexico, during the year 2022. Each accident is accompanied by its geolocation, date, and time. Additionally, there are 19 types of accidents and 17 possible causes. The information was obtained from an official source, and georeferencing was performed using a Python-created bot. This is the first exercise of its kind in the municipality, and there are plans to include more fields for registration in future years.
DOI: 10.6084/m9.figshare.28941470.v1
title: processed_breast.RDS

description: Processed GTEX breast single-cell data for the CASSIA vignette
DOI: 10.17632/4bvd8p6y5y
title: Supplementary data for RivQNet: Deep Learning based river discharge estimation using close-range water surface imagery

description: The supplementary data for the "RivQNet: Deep Learning based river discharge estimation using close-range water surface imagery", recorded footage and measured ADCP data used for validation.
In this study, we present RivQNet, a novel image-based method for measuring streamflow that utilizes artificial intelligence techniques and does not require subjective user input. RivQNet processes close-range, non-contact images of the water surface using a convolutional neural network architecture called FlowNet. The accuracy of RivQNet is validated through comparison with standard measurement methods and conventional optical flow methodologies. The results show that RivQNet produces accurate and dense spatial distributions of surface velocities. Streamflow data is an essential input for many hydrological and hydraulic research, modeling, and design studies, but current image-based surface velocimetry techniques that use correlation approaches can be biased if the operator is not experienced. Our goal in this study was to develop a more accurate and efficient river velocimetry method that does not rely on subjective user input.
DOI: 10.17632/pr3jd55bbm
title: Dataset of laboratory test of porous asphalt with PMB and neat bitumen

description: Dataset of laboratory test of porous asphalt with PMB and neat bitumen
DOI: 10.6084/m9.figshare.16944811.v1
title: FBB Supplementary Files

description: <b>Supplementary File 1</b>. Pilon polishing round results.<b>Supplementary File 2</b>. Liftoff analysis results of IBP_PD630 genes mapped over FABIT_PD630 assembly using increasing coverage and identity thresholds: i) 100% coverage and identity, ii) 95% coverage and identity, and iii) 90% coverage and identity.
DOI: 10.6084/m9.figshare.4254404.v2
title: How motor representation shapes action experience?

description: There is a great deal of studies showing that motor processes and representations are involved in sub-personal processing of observed actions. However, so far little research has directly explored whether our own motor system may affect the way we make experience of others’ actions. How and to what extent our motor processing of others’ actions may influence our perceptual experience of them?We designed and tested a behavioural model. The protocol consist in two phases: (i) assessing the power of the tool as a good measure for apparent movement judgments (ii) manipulating the observer’s motor system state.
DOI: 10.6084/m9.figshare.659465.v4
title: Bicycle Rider Control Identification

description: This is the accompanying data and source code for the paper: "Rider control identification in bicycling using lateral force perturbation tests", A.L. Schwab, P.D.L de Lange, R. Happee, and Jason K. Moore. Multibody System Dynamics, 2013.
DOI: 10.17608/k6.auckland.7238342.v1
title: Supplementary_Material_Chapter_2_Materials_and_methods

description: Supplementary material from Chapter 2 of my thesis entitled Materials and methods<br>