cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21654983.v1
title: Supplementary Material for: Potential Embolic Sources in Embolic Stroke of Undetermined Source Patients with Patent Foramen Ovale

description: <b><i>Introduction:</i></b> A patent foramen ovale (PFO) may coexist with other potential embolic sources (PESs) in patients with embolic stroke of undetermined source (ESUS), leading to difficulty in attributing the stroke to either the PFO or other PESs. We aimed to investigate the prevalence and predictors of concomitant PESs in ESUS patients with PFOs. <b><i>Methods:</i></b> A retrospective cohort study was conducted in a tertiary stroke centre. Consecutive patients with ESUS and a concomitant PFO admitted between 2012 and 2021 were included in the study. Baseline characteristics and investigations as a part of stroke workup including echocardiographic and neuroimaging data were collected. PESs were adjudicated by 2 independent neurologists after reviewing the relevant workup. <b><i>Results:</i></b> Out of 1,487 ESUS patients, a total of 309 patients who had a concomitant PFO with mean age of 48.8 ± 13.2 years were identified during the study period. The median Risk of Paradoxical Embolism (RoPE) score for the study cohort was 6 (IQR 5–7.5). Of the 309 patients, 154 (49.8%) only had PFO, 105 (34.0%) patients had 1 other PES, 34 (11.0%) had 2 PES, and 16 (5.2%) had 3 or more PES. The most common PESs were atrial cardiopathy (23.9%), left ventricular dysfunction (22.0%), and cardiac valve disease (12.9%). The presence of additional PESs was associated with age ≥60 years (<i>p</i> &lt; 0.001), RoPE score ≤6 (<i>p</i> <i>≤</i>0.001), and the presence of comorbidities including diabetes mellitus (<i>p</i> = 0.004), hypertension (<i>p</i>≤ 0.001), and ischaemic heart disease (<i>p</i> = 0.011). <b><i>Conclusion:</i></b> A large proportion of ESUS patients with PFOs had concomitant PESs. The presence of concomitant PESs was associated with older age and a lower RoPE score. Further, large cohort studies are warranted to investigate the significance of the PES and their overlap with PFOs in ESUS.
DOI: 10.6084/m9.figshare.21776321.v1
title: Normality Test

description: Normality Test
DOI: 10.6084/m9.figshare.22593499.v2
title: Supplemental material_Ruiz-González et al., 2023.pdfIncreased dietary vitamin D3 and calcium partially alleviate heatstress symptoms and inflammation in lactating Holstein cowsindependent of dietary concentrations of vitamin E and selenium

description: Supplemental material of the paper: Increased dietary vitamin D<sub>3 </sub>and calcium partially alleviate heat stress symptoms and inflammation in lactating Holstein cows independent of dietary concentrations of vitamin E and selenium
DOI: 10.6084/m9.figshare.23765337.v1
title: MLM_statistics_for_Fitered_QCout_Phenotypedata_vsi_PC_Fitered_QCout_1.txt

description: Podatki izvedene statistične analize linearnega mešanega modela (MLM) na podlagi genotipskih in fenotipskih podatkov treh sort konoplje (Carmagnola selected, Tiborszallasi in selekcije Finola) za izvedbo asociacijske študije celotnega genoma (GWAS). <br> The data from the conducted statistical analysis of the linear mixed model (MLM) based on genotypic and phenotypic data of three hemp varieties (Carmagnola selected, Tiborszallasi, and Finola selections) for performing a genome-wide association study (GWAS).
DOI: 10.6084/m9.figshare.23916603.v1
title: Submitted to AGU: Characterizing Seasonality and Trend from In-Situ Time-Series Observations Using Explainable Deep Learning for Ground Deformation Forecasting

description: Submitted to AGU: Characterizing Seasonality and Trend from In-Situ Time-Series Observations Using Explainable Deep Learning for Ground Deformation ForecastingThe specific datasets and code<br><br>
DOI: 10.6084/m9.figshare.3511766.v1
title: Appendix A. A description of the model and a table of parameter values.

description: A description of the model and a table of parameter values.
DOI: 10.17632/f8z9jts5nb
title: An extensive dataset of Handwritten Central Kurdish Isolated characters.

description: Data collection: Finding a suitable source of data is considered a first step toward building a database. The first step in building a database is finding a suitable source. Here, the main goal is to collect images of Kurdish handwritten characters written by many writers. So, a form is designed to do so. The form is shown in Figure 1. It consists of 1 alphabet at a time letter that has been printed on the top right corner, and it has 125 empty blocks. The writers have been asked to write each letter three times in the three empty blocks. The total number of writers is 390. The forms have been distributed among two main categories: The academic staff of the Information Technology department at Tishk International University, the university students of the University of Kurdistan-Hawler, Salahaddin University, and Tishk International University As shown in Table 2. In total there were ten sets of forms, each set with 35 forms for 35 different letters, at first, we decided that nine sets, which will give us at least 1100 images for each letter were the best option for the time that we had. Then there were some problems with the collection process, in first prints of the forms there was confusion for instance in Set 2, there were 2 forms for the letter (چ) and none for (ج), and since we printed and distributed the form at the same time, we were not aware of this problem until the stage of pre-processing, This was creating an inconsistency in the number of samples that we had, for example by the 9th set we had 504 images of the letter (ڤ), which was much less than other letters that they had at least 1000 images. So we decided to add the 10th set as a complementary to other sets, it only contained those letter, which was missing in the first 9 forms, which was (ز،ژ،ش،غ،ڤ،ق،ک،ل،ن،ی), as explained in Table 3, the First column is the letter and columns 2-11 represent several images gathered in each set accordingly, while the first row the header row 2-36 are letters in each set, last row, and last columns are for the total of each letter and each set. Labeling and Organizing : Each image is labeled with three numbers and separated by an underscore, the first number is the id of the letter according to its positing in the alphabetical order which is shown in Table 4, the second number being the number of the set of form which there was 10 sets each giving to a specific group of writers, the third number is the order of that character in the form which was between 1 to 126, so each image had a label like following 02_01_94.jpg, 02 is the order of the letter which in this case is Alef (١), then 01 being in the set number 1 which was given to 4th-grade students of Information Technology department in Tishk International University, and 94 is the order of that image in the form. Each letter was stored in a folder with its ID as the name of that folder, with each folder containing approximately 1134 images of that letter.
DOI: 10.17632/sk2bghhpn8
title: Fine resolution profile-scale data to study the impact of treatment and machine traffic on agricultural soil structure and soil hydrologic properties

description: This dataset is described in the Data In Brief Paper:

Alice Alonso; Manuel Froidevaux; Mathieu Javaux; Eric Laloy; Samuel Mattern; Christian Roisin; Marnik Vanclooster; Charles Bielders. Fine resolution profile-scale data to depict the impact of treatment and machine traffic on agricultural soil structure and hydrologic properties. In Press.

It has been used in the paper:

Alonso Alice; Manuel Froidevaux; Mathieu Javaux; Eric Laloy; Samuel Mattern; Christian Roisin; Marnik Vanclooster; Charles Bielders. A hybrid method for characterizing agricultural soil physical quality at the profile scale with fine spatial details. In Press in Soil and Tillage Research.
DOI: 10.6084/m9.figshare.17096840.v3
title: Model proposal for smart library infrastructure

description: A link has been added to edit a document containing the model ready to be edited in Lucid Chart.<br>https://lucid.app/documents/view/ff5fa9f3-bf19-4ac2-a4c5-8947e60370fb<br><br>A bibliographic list is also added to analyze the current state of smart libraries.<br><br>
DOI: 10.6084/m9.figshare.28939010.v1
title: Data from Carné et al. (2025). Potential effects of climate change on the threatened Malagasy poison frogs: a multi-species approach.

description: Here we provide the data from Carné et al. (2025), which includes three files:<br>1 - "1_Bibliographic_references.xlsx" – Bibliographic references from which occurrence data were extracted.<br>2 - "2_Occurrence_data.xlsx" – Occurrence data used for modeling (pixel centroid coordinates).<br>3 - "3_Variable_importance_and_permutation_Data.csv" – Variable contribution and permutation values.
DOI: 10.6084/m9.figshare.5477737.v1
title: Single-gene trees

description: Single-gene trees in newick format. Each data set has at least eight sets of trees, seven of which were produced by the seven examined strategies, and the eighth one corresponded to the "best-observed" trees. Some data sets also have an additional set of trees consisting of previously reported trees from the original studies. For protein data sets, best-fit models used in phylogenetic analyses are also provided for all alignments.
DOI: 10.17632/nvpd4jdvkc
title: Derna

description: Our research investigates the pivotal role of social media influencers played in disseminating information, raising awareness, and mobilising support during the catastrophic floods in Derna, Libya, in September 2023.
DOI: 10.17632/s7rk7bj3zn
title: 10 years of Japan Earthquake Data with P and S phase onset time

description: This is an earthquake database prepared from the K-NET dataset with added P and S wave ground-truth information. It contains 22119 earthquake event records from 1538 earthquakes during the year 1997-to 2006 and its corresponding metadata extracted from https://www.kyoshin.bosai.go.jp/. The metadata and raw waveform data are stored in a bson file named header.bson and accelerogram.bson respectively. 

Every accelerogram record contains header information regarding earthquake source parameters viz., location, magnitude, origin time, and depth. Some derived information e..g, sensor location, source to sensor-site distance, Peak Ground Acceleration ( tri-axial PGA) at the sensor site, duration of waveforms, and P, S phase arrival times are included in the database for multi-parameter analysis.
DOI: 10.6084/m9.figshare.15085749.v1
title: Realistic motion avatars are the future for social interaction in virtual reality

description: Raw data files for the article:Rogers, S. L., Broadbent, R., Brown, J., Fraser, A., & Speelman, C. (2021). Realistic motion avatars are the future for social interaction in virtual reality. https://doi.org/10.31234/osf.io/gcakv<br>
DOI: 10.6084/m9.figshare.19690567.v1
title: Health expenditure survey.dta

description: The dataset is a survey data collect using cluster sampling technique. It covers 426 households with at least a mother or a pregnant woman. The dataset covers issues such as antenatal care utilisation, out-of-pocket health expenditure, health expenditure, utilisation of other healthcare services, demographics, and more.
DOI: 10.6084/m9.figshare.4244777.v1
title: Baldi et al._Opportunities drive the global distribution of protected areas.xlsx

description: We describe with histograms the distribution of terrestrial protected areas along physical, human, and biological independent gradients. Linear and non-linear regressions and correlations lead to a general description of sign, shape, and strength of the relationships; a random forest analysis leads to an importance ranking of the variables related to individual preferential motivations and opportunistic forces; and an evenness metric seizes the strength of variables related to individual representative motivations.
DOI: 10.6084/m9.figshare.8256572.v1
title: Isolates used in "Neisseria meningitidis has acquired sequences within the capsule locus by horizontal genetic transfer"

description: List of isolates and associated metadata/accession numbers, used in "<i>Neisseria meningitidis</i> has acquired sequences within the capsule locus<i> </i>by horizontal genetic transfer", published in Wellcome Open Research.
DOI: 10.17632/hh6fns65gz
title: Ahmed-Rebucci's "Dollar Reserves and U.S. Yields" Replication Package

description: This is the the replication package for “Dollar Reserves and U.S. Yields: Identifying the Price Impact of Official Flows”, by Rashad Ahmed and Alessandro Rebucci.
DOI: 10.17632/s3c53pk9g7
title: Gravity and Magnetic data

description: Gravity ground survey data is obtained from the Libyan Petroleum Institute (LPI) located in Tripoli, the capital of Libya. The LPI collaborates with the Libyan Gravity Project (LGP). The LGP obtains data from numerous oil and gas companies working in Libya as well as from the NOC. The gravity data consist of 74,520 data-points taken at 1.0 km separation across the study area based on the Geodetic Reference System 1980 (GRS 80) at 2.67 g/cm³ reduction density. The aeromagnetic data is obtained from the African Magnetic Mapping Project (AMMP). The AMMP is part of a worldwide collaboration between Peterson, Grant and Watson Limited (PGW, Canada), GETECH (United Kingdom) and the International Institute for Geo-Information Science and Earth Observation (ITC, the Netherlands). Flight lines and data-points along each line are both 1.0 km apart. A total of 113 flight lines in the E-W direction and roughly 197 data points along each flight line resulting in about 22,270 magnetic data-points.
DOI: 10.6084/m9.figshare.20401851.v2
title: The underlying data of Figure 2 and Figure 3

description: The underlying data of Figure 2 and Figure 3.
DOI: 10.6084/m9.figshare.21087192.v1
title: Additional file 6 of Identification and characterization of the T cell receptor (TCR) repertoire of the cynomolgus macaque (Macaca Fascicularis)

description: Additional file 6: Table S4. Macfas TRBJ and TRBD sequences. The different tabs of this spreadsheet list the Macfas TRBJ genes including their genomic coordinates, their NCBI accession number, the % identity to the nearest human homology, their length, and their nucleic acid sequence. The nucleic acid sequence is arranged to show the triplets encoding the conserved amino acid motif “F G X G”. The nucleic acid sequence of Macfas TRBD1 and TRBD2 is shown and compared to their orthologs in Macmul and Homsap.
DOI: 10.6084/m9.figshare.24531466.v1
title: Data for Meta-Analysis of Pain Assessment from Facial Images

description: The research summarized recent automatic pain assessment studies and performed a meta-analysis. This dataset is the extracted confusion matrix, reporting the diagnostic test accuracy of included studies.
DOI: 10.6084/m9.figshare.26089275.v1
title: HiGTS_2016s1

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2016s1 contains the data from January 1, 2016 to March 31, 2016.
DOI: 10.6084/m9.figshare.28523648.v2
title: Codes and data for hybrid pore-scale transport modeling

description: An computational framework with experimental validation datasets for hybrid pore-scale modeling of coupled advection-diffusion processes in porous media
DOI: 10.6084/m9.figshare.9038963.v1
title: Academic Collaboration Rates and Citation Associations Vary Substantially Between Countries and Fields

description: Graphs associated with the paper: Academic Collaboration Rates and Citation Associations Vary Substantially Between Countries and FieldsAlso containsConfidence intervalsResults for AustraliaResults for subject categories not included in the paper
DOI: 10.17632/4d7dk9czxw
title: Data for: Identification of living and dead microalgae cells with digital holography and verified in the East China Sea
DOI: 10.6084/m9.figshare.1138718.v2
title: 2012 Santorini LiDAR data

description: Datasets from a LiDAR survey of the Greek volcanic islands of Nea Kameni and Palea Kameni, Santorini, Greece. Data were collected during a NERC ARSF flight campaign EU-12-12-137. See the open access paper in GeoResJ by Evi Nomikou et al., (2014) for details; http://dx.doi.org/10.1016/j.grj.2014.02.002
DOI: 10.6084/m9.figshare.12363860.v1
title: SourceData_fig 1b,s1.xlsx

description: Data from Figure 1b and Supplementary figure 1. Description is inside, in tab 'columns_description'.
DOI: 10.6084/m9.figshare.21608754.v1
title: The role of online education in educational development

description: This paper aims to describe the role online education can play in the development of educational sector, due to the continual rise of internet and computer technology, the increase in access and the use of computers around the globe, plus the effect the advancement of internet is having on the way people live and function daily including that of learning, and the fact that online learning contains tremendous advantages over traditional method of learning especially that of financial management and time management.
DOI: 10.6084/m9.figshare.25893079.v2
title: Critical current characterisation of THEVA Pro-Line Advanced Pinning 2G HTS superconducting wire

description: Detailed measurements of the critical current of a commercial 2G HTS REBCO wire as a function of temperature, magnetic field, and field angle, performed at the Robinson Research Institute of Victoria University of Wellington.
DOI: 10.6084/m9.figshare.7359935.v1
title: GmHapMap STRUCTURE

description: Population STRUCTURE analysis of GmHapMap dataset
DOI: 10.17632/x5br9mp729
title: Data: Trends and Hot Topics in Gamification in Education- a bibliometric analysis from 1953 to 2019

description: Bibliometric analysis is an approach to analyse academic literatures based on metrics such as citations. The software HistCite helps reveal the top leading scholars, the journals in the target field, the most cited documents, key words, numbers of yearly output, document types of the published documents, language, institutions contributing in the field, and countries of the authors in the given field. The software HistCite also generates historiography which presents the relationships among the most highly cited articles.
DOI: 10.6084/m9.figshare.5128801.v1
title: Supplementary Material for: A Novel Mixture Model to Estimate the Time to Drug Effect Onset and Its Association with Covariates

description: <b><i>Objective:</i></b> Drugs take effect at different times in different individuals. Consequently, researchers seek to examine how the timing of the biological response to drugs may be affected by factors such as gender, genotypes, age, or baseline symptom scores. <b><i>Methods:</i></b> Typically, studies measure symptoms immediately after the initiation of drug treatment and then at a sequence of later time points. In this study, we develop a statistical mixture model for analyzing such longitudinal data. Our method estimates the onset of drug effect and assesses the association between the probability distribution of the onset times and possible contributing factors. Our mixture model treats the timing of onset as missing for each individual but restricts it, for simplicity, to two possible onset points, early or late. To estimate the model, we use an expectation-maximization-based approach and provide the general formulas of the variance and covariance matrix for the estimated parameters. <b><i>Results:</i></b> We evaluate the model's overall utility and performance via simulation studies. In addition, we illustrate its use by application to longitudinal data from the Sequenced Treatment Alternatives to Relieve Depression (STAR*D) study. The algorithm identified age and anxiety status as significant factors in affecting the onset distribution of citalopram (Celexa).
DOI: 10.6084/m9.figshare.7355105.v2
title: Mass Spectrometry MSMS and HDX Raw File Data

description: In support of the publication "Irisin Mediates Effects on Bone and Fat via V Integrin Receptors", the mass spectrometry raw files for the hydrogen deuterium exchange (HDX) experiments have been made available. In addition the MSMS related files have been provided in the form of the proteome discoverer result and study file, the peptide spectra match data export, and the raw MSMS file in the MSMS.zip file. Also included is a screenshot of the Proteome Discoverer results, HDX sequence coverage heat maps, deuterium uptake curves and single amide resolution heat maps from consolidation of the overlapping HDX peptides. A high level figure outlining the consolidation approach is available as well.
DOI: 10.17632/h38s443swb
title: AN EXTENSIVE STUDY ON RACEMIC TRIGLYCERIDES AS AMIDOHYDROLASE ENZYME INHIBITORS

description: Dataset of Computer Aided Drug Design (CADD) and Molecular Dynamics (MD) operations for the article, titled "AN EXTENSIVE STUDY ON RACEMIC TRIGLYCERIDES AS AMIDOHYDROLASE ENZYME INHIBITORS"
DOI: 10.21943/auas.5827914.v1
title: Data Zuidas Amsterdam.xlsx

description: The dataset exists of air temperature data measured at 15 locations on the Zuidas in Amsterdam between 24 June and 7 October 2016. The coordinates of the locations are given in the spread sheet.<br>Sensors TRH1 and TRH2 are TinyTag TV-4505 data loggers with an external probe. The temperature is measured by a 10k NTC thermistor. Sensors T01-T13 are TinyTag TV-4020 data loggers with an external probe. This probe also uses a 10k NTC thermistor to measure the temperature. The resolution of the 10k NTV thermistor is 0.02 ºC.<br>All probes were installed in a radiation shield (M & R model 511-10). The scan speed was 1Hz. Every 5 minutes the average temperature was stored. <br>The sensors were attached to lamp posts, the measuring height of which was between 3.5 and 4 meters. The sensors were mounted on the north side to minimize the influence of solar radiation.