cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3vjd66g9gc
title: Healing as a Determinant of Quality of Life in Individuals with Venous Leg Ulcers: A Quasi-Experimental Clinical Study

description: Objective: This study aims to assess the impact of healing Venous Leg Ulcers (VLU) on Quality of Life (QoL) in patients receiving primary healthcare in Brazil. Method: An observational, longitudinal, quasi-experimental clinical trial was conducted with patients suffering from VLU, monitored in a specialized service for chronic wound treatment from August 2020 (T1) to November 2021 (T2). A non-probabilistic sample of individuals utilizing these services underwent follow-up consultations for at least one year, employing Unna boot compressive therapy as the treatment of choice. To measure the variables of interest, we utilized the Medical Outcomes Short-Form Health Survey (SF-36) and the Charing Cross Venous Ulcer Questionnaire (CCVUQ). The study groups were divided into the Healing Group (HG) and the Non-Healing Group (UG). Results: In the final sample of n=103 individuals, n=43 (41.7%) showed healing after one year of treatment (HG). Between T1 and T2, the UG exhibited improvement in SF-36 scores in the Social Functioning (n=45/ p&lt;0.001), Physical Functioning (n=33/ p=0.014), General Health (n=40/ p=0.001), and Pain (n=40/ p=0.001) domains, but worsened in the Emotional Aspects (n=40/ p&lt;0.001) and Physical Health Dimension (n=50/ p&lt;0.001). However, in the VLU-specific QoL assessment (CCVUQ), they deteriorated in the Aesthetic aspect (n=40/ p=0.009). The HG showed improvement in the SF-36 scores in Social Functioning (n=34/ p&lt;0.001), Physical Functioning (n=33/ p&lt;0.001), and Physical Health Dimension (n=38/ p&lt;0.001). With the CCVUQ assessment, there was an improvement in scores in the domains of Domestic Activities (n=30/ p=0.001) and Social Interaction (n=30/ p=0.009). Conclusion: QoL showed significant improvement in aspects related to functionality, physical performance, and social interaction in the HG after one year of compressive therapy treatment. The UG was the only group to exhibit significant deteriorations in QoL.
DOI: 10.17632/tnd894mj8m
title: Characterizing Dupilumab Facial Redness: A Single Multi-Institution Retrospective Chart Review

description: Figure 1a, 1b, and 1c: Patient with Dupilumab Facial Redness
DOI: 10.6084/m9.figshare.19722520.v1
title: Relative permeability of hydrogen and aqueous brines in sandstones and carbonates at reservoir conditions: Data sets

description: The article describing the data set has been accepted for publication in Geophysical Research Letters.
DOI: 10.6084/m9.figshare.25515019.v2
title: Several samples visually interpreted from the very high-resolution images from Google Earth for rice mapping research in China

description: A dataset for several samples visually interpreted from the very high-resolution images from Google Earth for rice mapping research in China.The file format is GeoParquet, and the geometries are Polygons, which contain three fields: covertype, region, and year, which represent the covertype code, the name of the provincial administrative region, and the year of the polygon, respectively. The meanings of the covertype codes are as follows:0: non-cropland (natural vegetation, built-up areas, water bodies...)1: single-season rice (certain)2: double-season rice (certain)3: rice (uncertain whether it is single- or double-season rice)4: other crops (maize, soybean, peanut...)5: non-rice (maize, soybean, peanut, natural vegetation, built-up areas, water bodies...)
DOI: 10.6084/m9.figshare.26370556.v1
title: H2 storage in lakes and reservoirs global potential.xlsx

description: Global potential for H2 storage in lakes and reservoirs.
DOI: 10.6084/m9.figshare.813313.v1
title: Ferrite Microstructure Quantifier

description: See paper: Sachin L. Shrestha, Andrew J. Breen, Patrick Trimby, Gwénaëlle Proust, Simon P. Ringer, and Julie M. Cairney; <em>An Automated Method of Quantifying Ferrite Microstructures using Electron Backscatter Diffraction (EBSD) Data</em>
DOI: 10.17632/24xd7w7dhp
title: BanglaEmotion: A Benchmark Dataset for Bangla Textual Emotion Analysis

description: We present a manually annotated Bangla Emotion corpus, which incorporates the diversity of fine-grained emotion expressions in social-media text. We tried to consider more fine-grained emotion labels such as Sadness, Happiness, Disgust, Surprise, Fear and Anger - which are, according to Paul Ekman (1999), the six basic emotion categories. For this task, we collected a large amount of raw text data from the user’s comments on two different Facebook groups (Ekattor TV and Airport Magistrates) and from the public post of a popular blogger and activist Dr. Imran H Sarker. These comments are mostly reactions to ongoing socio-political issues and towards the economic success and failure of Bangladesh. We scrape a total of 32923 comments from the three sources aforementioned above. Out of these, a total of 6314 comments were annotated into the six categories. The distribution of the annotated corpus is as follows: sad = 1341 happy = 1908 disgust = 703 surprise = 562 fear = 384 angry = 1416 We have also provided a balanced set from the above data and split the dataset into training and test set of equal ratio. We considered a proportion of 5:1 for training and evaluation purpose. More information on the dataset and the experiments on it could be found in our paper (related links below).
DOI: 10.6084/m9.figshare.1197207.v1
title: Insect Laboratory

description: At the beginning of the lab, ten cups were placed in a highly disturbed grassland and ten were placed in a woodlot. We left the cups in their spots for three hours. Once the three hours were complete, we returned to the cups and recorded the number of insects caught in the cups as well as the number of type of insects. The insects were then humanely released back into the wild.
DOI: 10.6084/m9.figshare.21071203.v1
title: Data sets for 'The influence of geochemical variation among Globigerinoides ruber individuals on paleoceanographic reconstructions'

description: This dataset contains geochemical and morphological data for the planktic foraminifera <em>Globigerinoides ruber. </em>Descriptions of data can be found in the ReadME file and in the realted mansucript.
DOI: 10.6084/m9.figshare.25323022.v1
title: Data from: <b>Assessment across life stages reveals superior habitat suitability in reintroduced historical habitats for an endangered salmon species</b>

description: The dataset includes the data generated during the study “<b>Assessment across life stages reveals superior habitat suitability in reintroduced historical habitats for an endangered salmon species.</b>” The dataset consists of data obtained from field surveys and experiments.
DOI: 10.17632/tb26zy2jst
title: Vegetation-Density Drone Dataset For Peatland Vegetation Classification

description: Vegetation Density of Peatland Drone dataset consists of 3 density classes namely bare, softly grazed and heavily grazed. The images were taken in The Liang Anggang Protection Forest Block I in Banjarbaru, South Kalimantan, Indonesia. an area of 479 hectares of block 1 area which is filled with land such as agriculture, plantations, roads and settlements and an area of 494 hectares full of weeds. In addition, the location is also categorized as peat land. The location, especially in block 1, fulfils the characteristics and suitability of the need for data collection for land cover classification in terms of the type of vegetation density that can be seen with the human eye during observations and surveys.

Bare/un-grazed typically consists of dry shrubs, soil, water, and settlements, while heavily grazed typically consists of vegetation that has a density between 15 and 30 meters. Meanwhile, softly grazed typically consists of shrubs that are 5 to 6 meters apart and fresh shrubs up to a maximum of 3 meters.

Image capture was carried out from November - December 2021 using DJI Mavic Pro drone.The resolution of the acquired image is 4000 x 3000 pixels totaling 1,529 images, then we resize image (cropping) to 256x256 pixels. The vegetation density classes are as follows,Bare (1000 images), softly grazed (1000 images) and heavily grazed (1000 images)
DOI: 10.6084/m9.figshare.1584624.v2
title: THE/Elsevier’s Arts and Humanities 2015-2016 Top 100    by Country, Population, GDP and Expenditure in Education (Latest World Bank Data)
DOI: 10.6084/m9.figshare.26951890.v1
title: phenology

description: phenology
DOI: 10.17632/477tf6zsp3
title: Soil data for Kericho County

description: The data provides baseline soil status of two sub-counties in Kericho County. The data is crucial for prescribing appropriate soil management regimes for enhanced productivity.
DOI: 10.17632/mkhjfnzty5
title: Ghadeer-Speech-Crowed-Corpus: A Speech Dataset

description: new Arabic and English dataset suitable for training and evaluating speaker recording crowed identification, translating, speech synthesis, text to speech and speech to text applications and other types of systems.
DOI: 10.6084/m9.figshare.14512860.v3
title: An investigation of the causal relationship between sunspot groups and coronal mass ejections by determining source active regions

description: Datasets for the paper(SHARP-DONKI-CDAW)<br>Datasets used for devoloping the Decision Tree, kNN, Random Forest, SVM and LSTM networksFile contains 2-hour, 4-hour, 6-hour, 8-hour, 10-hour and 12-hour datsets.
DOI: 10.6084/m9.figshare.779818.v1
title: Normal Mode analysis of GFP using ONIOM (partition 2)

description: Normal Mode Analysis of A specices of Green Fluroescent Protein (GFP) computed using ONIOM-ME(B3LYP/6-31+G(d):AMBER) and ONIOM-EE(B3LYP/6-31+G(d):AMBER) along with vibrational transition dipole vectors for each mode. The S0--&gt;S1 electronic transition dipole is computed with ONIOM-ME(TD-B3LYP/6-31+G(d):AMBER) and ONIOM-EE(TD-B3LYP/6-31+G(d):AMBER). Model region includes chromophore and first hydrogen bonding shell
DOI: 10.6084/m9.figshare.16999195.v2
title: Etude de la valeur ajoutée de l’agriculture de précision pour les distributeurs de matériels agricoles : annexes au mémoire

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.27620244.v1
title: Python program used in the calculation of “Monte Carlo Potts simulations of liquid phase sintering as a previously undisclosed mantle process for the formation of nodular chromitites in ophiolites”

description: Simulation codes of two dimension Monte Carlo Potts models for the formation chromite nodules in the basaltic melts via liquid phase sintering process.The core python codes (jupyter) are in respiratory of 'MC_Potts_LPS_CHR_v2.ipynb'.As the simulation contains heavy calculation, we suggestion reader can excute the codes in the server.in python3.7 environment, the necessary pacakges for one dimension simulation include numpy, scipy, matplotlib, Ipython, jupyter, tqdm.
DOI: 10.6084/m9.figshare.29002499.v2
title: 2.7. Y Cronbach's Alpha Pre-test (Output Data) - Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level

description: Pre-test analysis Y variable (excessive digital media consumption) results using IBM SPSS Statistics 26 for research title "Doomscrolling and Information Overload on Generation Z: Examining the Link Between Excessive Digital Media Consumption and Stress Level".
DOI: 10.6084/m9.figshare.13447796.v1
title: Dataset: Kubernetes Security

description: Dataset where commit messages that modify Kubernetes manifest are labeled as vulnerable or neutral
DOI: 10.6084/m9.figshare.24799513.v2
title: Data from Geographical and taxonomic patterns in aerobic traits of marine ectotherms

description: zipped file of code to analyze data and produce figures
DOI: 10.6084/m9.figshare.8323145.v1
title: rumen_illuminaR3PCRFree_megahit.final.contigs.fa.gz

description: Megahit illumina assembly
DOI: 10.17632/825zc3xwz4
title: Mini-lysimeter Hardware

description: Development of more efficient and sustainable irrigation technology is critical to maintain horticultural production in a water scarce future. Sensor controlled irrigation is an emerging technology that has the potential to increase irrigation efficiency and reduce overwatering by using real-time data on container water status to control the timing and volume of irrigation events. This project presents a novel irrigation control system using lysimetry. We develop small scale lysimeters, referred to as mini-lysimeter, which provide a direct measure of actual evapotranspiration (ET) via a change in mass of containerized crops. This data repository provides the necessary documents and designs to reproduce a mini-lysimeter controlled irrigation system for use in container nurseries. The repository includes CAD files of the mini-lysimeter design, a bill of materials for device assembly, and documentation on data logger wiring.
DOI: 10.17632/v566mwcn6f
title: Raw data on Teachers' competencies to design and implement online courses

description: This raw data was obtained on teachers competencies to design and implement online courses
DOI: 10.6084/m9.figshare.22067063.v1
title: Near-anoxia induces immobilization and sustains viability of sperm in ant queens

description: This is a dataset which was used in the study "Near-anoxia induces immobilization and sustains viability of sperm in ant queens" by Gotoh et al. (2023) (doi: 10.1038/s41598-023-29705-7).
DOI: 10.17632/92g33dsbwd
title: Vegan_datasets

description: These are dietary classification datasets we collected from ChatGPT and validated with three dietary experts (dietitians) based on two health conditions (normal and obesity) and three classes of allergies (gluten allergy, nut allergy and no allergy).
DOI: 10.17632/9c3rx36jvn
title: The design, verification, and applications of Hotspice: A Monte Carlo simulator for artificial spin ice

description: We present Hotspice, a Monte Carlo simulation software designed to capture the dynamics and equilibrium states of Artificial Spin Ice (ASI) systems with both in-plane (IP) and out-of-plane (OOP) geometries. An Ising-like model is used where each nanomagnet is represented as a macrospin, with switching events driven by thermal fluctuations, magnetostatic interactions, and external fields. To improve simulation accuracy, we explore the impact of several corrections to this model, concerning for example the calculation of the dipole interaction in IP and OOP ASI, as well as the impact of allowing asymmetric rather than symmetric energy barriers between stable states. We validate these enhancements by comparing simulation results with experimental data for pinwheel and kagome ASI lattices, demonstrating how these corrections enable a more accurate simulation of the behavior of these systems. We finish with a demonstration of ‘clocking’ in pinwheel and OOP square ASI as an example of reservoir computing.
DOI: 10.6084/m9.figshare.29134955.v1
title: Taxonomical profiles (100 Subjects - elbow crease)

description: Skin microbiome taxonomical profiles (from shotgun metagenomics) at elbow crease among 100 individuals.
DOI: 10.6084/m9.figshare.4802167.v1
title: worked_example_files.zip

description: Contains files for the worked example described in the paper, including:<br><br>codeml-M0-BS.ctl<br>codeml-M2-BS-H0.ctl<br>codeml-M2-BS-H1.ctl<br>codeml-M1278.ctl<br>omega.txt<br>PBANKA_030280.pal2nal.paml<br>codeml-M0.ctl<br>tree.txt<br>tree-with-branch-label.txt<br>all.paml<br><br>
DOI: 10.17605/osf.io/ubgfj
title: Plant traits moderate pollen limitation of introduced and native plants: a phylogenetic meta-analysis of global scale

description:   The role of pollination in the success of invasive plants needs to be understood because
invasives have substantial effects on species interactions and ecosystem functions. Previous
research has shown both that reproduction of invasive plants is often pollen limited and that
invasive plants can have high seed production, motivating the questions: How do invasive
populations maintain reproductive success in spite of pollen limitation? What species traits
moderate pollen limitation for invaders?
  We conducted a phylogenetic meta-analysis with 68 invasive, 50 introduced noninvasive
and 1931 native plant populations, across 1249 species.
  We found that invasive populations with generalist pollination or pollinator dependence
were less pollen limited than natives, but invasives and introduced noninvasives did not differ.
Invasive species produced 39 fewer ovules/flower and &gt; 2509 more flowers per plant, compared
with their native relatives. While these traits were negatively correlated, consistent with
a tradeoff, this did not differ with invasion status.
  Invasive plants that produce many flowers and have floral generalisation are able to compensate
for or avoid pollen limitation, potentially helping to explain the invaders’ reproductive
successes.
DOI: 10.17632/3ykf8xz8kc
title: First Simultaneous Lidar Observations of Thermosphere-Ionosphere Fe and Na (TIFe and TINa) Layers at McMurdo (77.84S, 166.67E), Antarctica with Concurrent Measurements of Aurora Activity, Enhanced Ionization Layers, and Converging Electric Field

description: This dataset supports the article "First Simultaneous Lidar Observations of Thermosphere-Ionosphere Fe and Na (TIFe and TINa) Layers at McMurdo (77.84S, 166.67E), Antarctica with Concurrent Measurements of Aurora Activity, Enhanced Ionization Layers, and Converging Electric Field" (submitted to Geophysical Research Letters on August 3, 2020 and revised on September 23, 2020). The data are provided in MatLb format. Plotting programs are also included.
DOI: 10.17632/zv45t3hx2r
title: Dataset on Social Media Usage, Academic Performance, and Productivity Behaviors among Students

description: This dataset captures behavioral dimensions related to social media usage and its impact on students' productivity, specifically from educational institutions in Dhaka, Bangladesh. It includes variables such as time spent on social media, frequency of use during study sessions, its effect on focus, procrastination habits, and perceived academic performance. The data was collected from a survey with 1,501 respondents across various educational institutions in Dhaka. This dataset provides valuable insights into how social media usage influences students' academic performance, time management, and overall productivity in a region-specific context, contributing to a deeper understanding of the role of digital engagement in educational outcomes.
DOI: 10.6084/m9.figshare.27989579.v1
title: A genome-wide association study identified PRKCB as a causal gene and therapeutic target for Mycobacterium avium complex disease

description: To identify loci conferring susceptibility to non-tuberculous mycobacterial pulmonary disease (NTM-PD) in the Chinese population, we performed genome-wide analysis of 430 NTM cases and 475 healthy controls (discovery stage). The summary data for the discovery stage from the published study is available in this site, as well as gwas.bio-x.cn and analysis.bio-x.cn/gwas, for download.<b><i>Data Download Agreement:</i></b><br><br><b>If you download these data, you and your immediate collaborators (“investigators”) acknowledge and agree to all of the following conditions:</b><br><br>&gt; These data are provided on an "AS-IS" basis, without warranty of any type, expressed or implied, including but not limited to any warranty as to their performance, merchantability, or fitness for any particular purpose;<br><br>&gt; Investigators will use these results for scientific research and educational use only;<br><br>&gt; Reposting or public distribution of these results files is prohibited;<br><br>&gt; Investigators certify that they are in compliance with all applicable local, state, and federal laws or regulations and institutional policies regarding human subjects and genetics research;<br><br>&gt; Investigators will cite the appropriate publication(s) in any communications or publications arising directly or indirectly from these data;<br><br>&gt; Investigators will never attempt to identify any participant.<br><br>&gt; Appropriate use of these data requires considerable attention to detail, prior experience, and technical skill. If investigators use these data, any and all consequences are entirely their responsibility.<br>
DOI: 10.17632/8dz3kgxmfk
title: Horror

description: Mysterious
DOI: 10.17632/tnfypnmw22
title: Socio-Demographic Variables and Perception of Undergraduates on Efficacy of Cyber Counselling Platforms in Managing Mental Health in a Distressed Nigerian Economy

description: This dataset is for a study that sought to investigate the influence of socio-demographic variables on perception of undergraduates on efficacy of cyber counselling platforms in managing mental health in a distressed Nigerian economy. The study, which used a sample of 800 undergraduates, was guided by six research questions and six hypotheses. A researchers-developed instrument titled “Questionnaire on Perceptions towards Cyber Counselling Platforms” (QPCCP) was used in generating the published data. The QPCCP had two sections, A and B. Section A of the instrument gathered demographic information about the respondents, while Section B had 7 items which sought to establish the perception of the undergraduates on cyber counselling platforms. The Section B of the QPCCP was constructed using Likert-like scale response options which included Strongly Agree (SA), Agree (A), Disagree (D) and Strongly Disagree (SD). These responses were scored 4, 3, 2 and 1 respectively for positively worded items, while reverse scoring of 1, 2, 3, and 4 was done for negatively worded items. Out of the seven items in the Part II, five items were positively worded while item number 5 and 7 were negatively worded.

The datasheet is presented using the coding of the items on the questionnaire. Respondents from Federal university were coded 1 while those from state university were coded 2. Males and females were coded 1 and 2 respectively; while the ages of the respondents were coded 1, 2, 3 and 4, for 17-20years, 21-25years, 26-30years, and above 30years respectively. The respondents’ levels of study were coded 1 for Year 1, 2 for Year 2, 3 for Year 3, and 4 for Year 4. On area of discipline of the respondents, 1, 2, 3 and 4 were used for Sciences, Education, Arts and Social Sciences respectively. Items 1 to 7 on the datasheet represent the seven items on section B of the questionnaire.

The results of the study indicated that sex, year of study, area of discipline and age of the students had significant influence, while ownership of university showed no significant influence, on the perception of undergraduates towards cyber counselling.