cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14877099.v1
title: NGS-2020-10-02584-T_S1.csv

description: Data S1 from the manuscript "Global chemical weathering dominated by continental arcs since the mid-Paleozoic"<br>Gernon et al. 2021. Nature Geoscience.<br><br>Filename: NGS-2020-10-02584-T_S1.csv<br>Time-series compilation data used in our network, spanning the period from 410–0 Ma. Predictor nodes: Continental arc length, Suture zone length, latitudinal extent of continental ice sheets, continental area within 20º and 10º of the tropics, plate tectonic fragmentation index, subduction zone length, seafloor production rates, atmospheric pCO<sup>2</sup>, area of LIPs within 15º of the tropics, eruptive area of LIPs, <sup>87</sup>Sr/<sup>86</sup>Sr of continental igneous lithologies.<br>Node of interest: (<sup>87</sup>Sr/<sup>86</sup>Sr)<sub>sw</sub>, as well as a normalised version accounting for radioactive decay of <sup>87</sup>Rb in the crust through geological time.<br>
DOI: 10.17632/gzcgbm82mh
title: A study of Perceived Stress and Parental Stress among single mothers in the Ahafo-Ano North and Shai-Osudoku Districts of Ghana.

description: Single parenthood is attended by a host of negative impacts on and stressful experiences on the part of custodial parents and the child(ren). Single parents find themselves under tremendous pressure as they deal with psychological, financial, and social challenges that partnered parents do not generally deal with (Whisenhunt et al., 2019). The elevated levels of stress and exhaustion among single parents, especially mothers, makes them more prone to physical and psychological distress and disorders than partnered mothers (Cairney et al., 2006; Lipman et al., 2001; Nkyi, 2013; Prayitno & Nastiti, 2023; Elena Rousou et al., 2019; Wade et al., 2011; Whisenhunt et al., 2019). Single mothers, more than their married counterparts, often find themselves grappling with poverty, behavioural challenges among children, and isolation resulting from reduced contact with their social network (Brady & Burroway, 2012; G. E. Kim et al., 2018; J. E. Kim et al., 2018; Kollmeyer, 2013; Kong et al., 2017; Subramaniam et al., 2014). These conditions may antecede fatigue, suicidal thoughts, suicide attempts, sleep apnea, depression, physical ailment, stress and burnout (Campbell et al., 2016; Collings et al., 2014; Shenoy et al., 2016). In general, the research evidence shows that single parents suffer circumstances that elevate their susceptibility to stress and conditions that antecede undesirable health problems, both mental and physical (Rousou et al., 2013). The ramifications of single motherhood on the development of children and on the welfare of society as a whole are potentially acute. However, single motherhood is largely understudied in Africa south of the Sahara despite that more families in this region are becoming single-mother situations. Furthermore, extant studies from sub-Saharan Africa have not given sufficient attention to stress and burnout among single mothers. In this proposed study, the researchers sought to measure stress among single mothers in two districts of Ghana, and to identify the factors that are closely associated with stress and burnout in that population, and to ascertain the coping strategies these mothers employ. Findings of this study may be beneficial for policy formulation and healthcare provision for single mothers.
DOI: 10.17632/hkjbp67rsc
title: SDN-DDOS (ICMP,TCP,UDP)

description: Data consist of DDoS attacks in SDN which include the ICMP, TCP, and UDP flood. The attack was generated in Mininet Emulator using the Scapy and TCPReplay. The topology used was : sudo mn --topo tree,depth=3,fanout=2 --mac --controller remote,ip=0.0.0.0:6633 performed by H1 to H4
DOI: 10.17632/ys6hjz6994
title: Database of Water indicators and Pesticides Concentrations in the Kakia-Esamburmbur Catchment, Narok County, Kenya

description: This Excel file contains the database for the article titled "Use of Water Quality Index and Pesticides-Related Human Health Risk Assessment for Evaluating the Surface Water Sustainability Status of the Kakia-Esamburmbur Agricultural Watershed, Narok County, Kenya", organized across 2 sheets It contains all the 12 water physical, chemical and biological indicators and concentrations of 9 pesticides associated with antibiotic resistance genes (ARGs) obtained through field and laboratory works at 10 sample sites (in triplicate).
DOI: 10.6084/m9.figshare.20237505.v1
title: The Fear of War Scale (FOWARS): development and initial validation (group B)

description: The emergence of the Ukraine-Russia war led to fear, worry and anxiety among individuals, mostly in the immediate neighbor countries of Ukraine. The purpose of the present study was to develop the Fear of War Scale (FOWARS), aiming to fill the gap in the literature that currently is scarce in valid assessment tools for measuring the fear of war. The sample of the study consisted of N = 1131 participants (n = 670 for group A and n = 461 for group B) Hungarian speaking participants, mainly from Romania and Hungary. Exploratory factor analysis evinced a two-factor model of the newly developed scale, and the final version fulfilled the criteria of the confirmatory factor analysis. The 13-items FOWARS has robust psychometric properties and proves to be appropriate for fear of war assessment in the general population. The phenomenon is measured on two factors, namely experiential and physiological dimensions of fear. The scale is available in the present paper in two languages: English and Hungarian.
DOI: 10.6084/m9.figshare.21586215.v1
title: SET_3D_Vs_model

description: 3D Vs model of the crustal and upper mantle structures through jointly inverting Rayleigh wave phase velocity and teleseismic body wave data.
DOI: 10.6084/m9.figshare.21909051.v1
title: Management of Unspecified Anxiety Disorder: Japanese Expert Consensus

description: Questionnaire for experts
DOI: 10.6084/m9.figshare.28639862.v1
title: Map of irrigated cropland in northern China at 30m resolution from 1990 to 2020

description: High-resolution irrigated cropland maps are essential for optimizing agricultural productivity and managing freshwater resources. China has the world’s largest irrigated cropland area, but rapid irrigation expansion in recent decades has exacerbated regional water stress. We develops an automated machine learning framework to map irrigated croplands over the past four decades at 30 m resolution across northern China, a region that accounts for more than 70% of China’s irrigated cropland and is highly susceptible to water shortages. The main contributions of our framework include: (1) delineating irrigated areas by analyzing the time-series characteristics of irrigated crops by constructing a composite irrigation performance index based on greenness, humidity, and temperature, and refining the sample pool with two specific irrigated crop types; (2) incorporating synthetic phenological features and a 30 m surface temperature dataset to capture the cooling effect of irrigation; (3) leveraging 98,697 Landsat scenes to train 673 localized random forest models per time period to enhance classification accuracy across diverse regions. Validation results indicate that the overall accuracy of the generated irrigated cropland maps ranges from 0.78 to 0.85. Produced maps show strong agreement with statistical data and outperform three existing irrigation products. The 30m spatial resolution map of irrigated cropland also captures the loss of irrigated cropland around the urban, highlighting the increased competition for regional water resources. By minimizing reliance on statistical data and integrating irrigation-induced cooling effects and phenological variations, our approach improves mapping accuracy and provides a valuable resource for regional irrigation planning and water resource management.Coordinate system EPSG:4326Value 0: non-cropland; Value 1: non-irrigated; Value 2: irrigated
DOI: 10.6084/m9.figshare.3551688.v1
title: Appendix C. Description of the data sets on body size and data analysis.

description: Description of the data sets on body size and data analysis.
DOI: 10.17632/jxvhdbmmh3
title: Parkinson Database

description: The population consisted of 16 patients with Parkinson's Desease. After recruitment and administration of the several clinical scales, each selected subject completed 10-treatment sessions, divided into 2 training sessions per week, for 5 weeks. The technological intervention consisted of 30 min of traditional therapy and 20 min of treatment with a robotic system (Tymo® system). Tymo® system is a wireless platform for the balance and the postural control training. Tymo® system is connected to a screen and provides virtual reality games, adaptable to the functional capacity of the patient. Clinical scales and gait analysis evaluation were performed during the recruitment and at the end of the treatment.
DOI: 10.17632/r3w6wb6kfd
title: E-cigarette data

description: This study aimed to identify factors associated with e-cigarette use among young adults currently studying at a vocational college in Malaysia using cross-sectional study design. The findings revealed that nearly one in three respondents were e-cigarette users, a prevalence notably higher than that reported in previous research among students in tertiary institutions. Significant factors included male gender (aOR = 5.2, 95% CI: 2.7-10.1),, Sabah and Sarawak Bumiputera ethnicity(aOR = 83.1, 95% CI: 2.2-3146.3), perceived e-cigarette aids in quit smoking (aOR = 1.6, 95% CI: 1.2-2.1), perceived e-cigarette does not contain the toxic chemicals found in conventional cigarette (aOR = 1.4, 95% CI: 1.0-2.0), having close friends who use conventional cigarette (aOR = 2.1, 95% CI: 1.0-4.1) or e-cigarette (aOR = 8.0, 95% CI: 2.3-28.1), television exposure (aOR = 2.1, 95% CI: 1.0-4.2), positive attitude towards e-cigarette (aOR = 1.2, 95% CI: 1.1-1.2), and higher willingness (aOR = 1.2, 95% CI: 1.0-1.3) and intention (aOR = 1.4, 95% CI: 1.2-1.5) to use. In conclusion, e-cigarette use among students was influenced by gender, ethnicity, risk perceptions, peer influence, and media exposure. Targeted interventions addressing these factors are essential for reducing e-cigarette use in this population.
DOI: 10.6084/m9.figshare.14913051.v3
title: Variability of Mutational Variance Estimates

description: We extracted published estimates of mutational variance from the literature (README_MA_Meta.txt; MutationalVarianecPublishedEstimates.csv).We performed a formal meta-analysis on a subset of these meeting study criteria. <br><br>To further investigate causes of variability in estimates of mutational variance, we conducted a manipulative experiment, and analysed wing traits (shape and size) in <i>Drosophila serrata </i>(README_MA_dserrata_wings.txt; MA_dserrata_wings.csv).
DOI: 10.6084/m9.figshare.28234859.v1
title: <b>Diversity Aware Population Models</b>

description: Quantifying associations between socio-spatial factors and cognitive development in the ABCD cohort using Bayesian multilevel regression and poststratification.
DOI: 10.6084/m9.figshare.4587259.v1
title: Analyses of the Anolis dataset

description: .log, .mcmc, and .rds files produced by the function 'ratematrixMCMC' from the package 'ratematrix' (https://github.com/Caetanods/ratematrix).<br>
DOI: 10.17632/js9n823rn2
title: Jurnal Ilmiah Akuntansi dan Finansial Indonesia

description: Jurnal Ilmiah Akuntansi dan Finansial Indonesia (P-ISSN : 2598-5035; E-ISSN : 2684-8244) merupakan media informasi dan komunikasi para akademisi, peneliti, dan praktisi yang berkecimpung dan menaruh minat serta perhatian pada pengembangan akuntansi dan finansial. Publikasi Jurnal Ilmiah Akuntansi dan Finansial Indonesia ini berisi hasil-hasil penelitian, kajian, pemikiran, dan analisis mengenai ilmu Akuntansi (akuntansi keuangan, akuntansi sektor publik, sistem informasi akuntansi, akuntansi manajemen, akuntansi biaya dan perpajakan) dan ilmu finansial (analisis laporan keuangan, manajemen keuangan, Investasi dan Pengganggaran), dan bidang lainya yang berkaitan. Penerbitan Jurnal Ilmiah Akuntansi dan Finansial Indonesia ini setiap enam bulan sekali pada bulan Oktober dan April setiap tahunnya, dan sebagai media bagi para akademisi, akuntan, finansial, pengambil keputusan dalam berbagai instansi, pemerintahan, swasata dan para praktisi. Melalui terbitan tulisan ilmiah ini akan menambah pengetahuan, wawasan dan temuan ilmu terbaru bagi penulis dan pembaca baik skala nasional maupun regional maupun lokal yang akan diimplementasikan di masyarakat.
DOI: 10.17632/yj35kjgrv3
title: AMDNet23: Fundus Image Dataset for Age-Related Macular Degeneration Disease Detection

description: AMDNet23 is a curated dataset of 2000 high-quality fundus images compiled from six public sources: Ocular Disease Recognition, DR_200, Fundus Dataset, RFMiD, HRF, and ARIA. It includes 4 balanced classes with 400 images each: Normal, Diabetes, Cataract, and Age-related Macular Degeneration (AMD). All images were enhanced using advanced preprocessing techniques (Gamma correction, CLAHE and so on) to improve diagnostic clarity. This dataset supports research in deep learning-based ocular disease detection and classification.
DOI: 10.6084/m9.figshare.5971357.v1
title: corrected dataset.sav

description: Add-Health Dataset edited for an analysis of the role of social, school, and parental connectedness and suicidality. This dataset was used as part of the study "A Longitudinal Examination of Social Connectedness and Suicidal Thoughts and Behaviors among Adolescents." Authored by Gunn, Goldstein, and Gager. The syntax for final analysis will be uploaded separately.
DOI: 10.6084/m9.figshare.6570482.v1
title: Mol files

description: Mol files to compute molecular descriptors by Dragon (Kode srl, Italy)
DOI: 10.17632/d5kvh3sxdm
title: YouTube Comments and Party Manifestos (Japanese), and VAA Statements (English and Japanese)

description: These datasets were utilized in the study to build a system for supporting the design of voting advice applications.

Datasets are:

1. Party manifesto data contains party manifestos uploaded before the 2021 Japanese Upper House and the 2022 House of Councillors elections from all the Japanese political parties.

2. VAA data contains statements from 2 European and 6 Japanese VAAs issued for the 2019 European Parliament elections and 2021 Japanese Upper House elections, respectively, from the following VAAs: EUandi, EUvox, Zero Senkyo, Shimotsuke Shimbun, Japan Choice, FokusJapan, Asahi Shimbun and Mainichi Shimbun. In total, there were 135 and 50 statements covering the most important political issues in Japan and the EU, respectively.

3. YouTube comment data contains comments from the 18 most popular Japanese YouTube channels related to politics and economics uploaded between January 2021 and July 2021 (3,998,590 comments from 17,773 videos).

Abstract of the paper:

The relevance and importance of voting advice applications (VAAs) are demonstrated by their popularity among potential voters. On average, around 30\% of voters take into account the recommendations of these applications during elections. The comparison between potential voters' and parties' positions is made on the basis of VAA policy statements on which users are asked to express opinions. VAA designers devote substantial time and effort to analyzing domestic and international politics to formulate policy statements and select those to be included in the application. This procedure involves manually reading and evaluating a large volume of publicly available data, primarily party manifestos. A problematic part of the work is the limited time frame. This study proposes a system to assist VAA designers in formulating, revising, and selecting policy statements. Using pre-trained language models and machine learning methods to process politics-related textual data, the system produces a set of suggestions corresponding to relevant VAA statements. Experiments were conducted using party manifestos and YouTube comments from Japan, combined with VAA policy statements from six Japanese and two European VAAs. The technical approaches used in the system are based on the BERT language model, which is known for its capability to capture the context of words in the documents. Although the output of the system does not completely eliminate the need for manual human assessment, it provides valuable suggestions for updating VAA policy statements on an objective, i.e., bias-free, basis.

BibTeX entry and citation info:

@article{buryakov7enhancing,
 title={Enhancing the Design of Voting Advice Applications with BERT Language Model},
 author={Buryakov, Daniil and Kovacs, Mate and Serd{\"U}lt, Uwe and Kryssanov, Victor},
 journal={Frontiers in Artificial Intelligence},
 volume={7},
 pages={1343214},
 publisher={Frontiers},
 doi = "10.3389/frai.2024.1343214",
}
DOI: 10.6084/m9.figshare.28847789.v1
title: tec.zip

description: GNSS 技术
DOI: 10.6084/m9.figshare.7777301.v3
title: HARmonized grids of Critical Infrastructures in EUrope (HARCI-EU)

description: <b>Critical infrastructures</b> (CIs) are assets, systems, or parts thereof that are essential for the maintenance of socioeconomic functions, health, safety and well-being of people. The exposure of CIs to natural and man-made hazards poses a risk to the economy and society. The spatial distribution of CIs and their economic value are a prerequisite for quantifying risk and planning suitable protection and adaptation measures. However, the incompleteness and inconsistency of existing information on CIs hamper their integration into large-scale risk frameworks.<br><b>The ‘HARmonized grids of Critical Infrastructures in Europe’ (HARCI-EU) dataset represents major CIs in the transport, energy, industry and social sectors expressed in sector-specific, economically-relevant units.</b> The HARCI-EU dataset contains 22 grids in GeoTIFF format with a resolution of 1 km<sup>2</sup>. The grids use the ETRS89 coordinate system and the Lambert Azimuthal Equal Area map projection. Cell values range between zero (i.e. absence of infrastructure) and a CI-specific maximum value. Raster cells outside the area of interest have null values. The files are best visualized and manipulated using appropriate Geographical Information System software.<br>The HARCI-EU grids were produced by integrating geospatial and statistical data from multiple sources. Correlation analysis performed against independent metrics corroborates the approach showing average Pearson coefficients ranging between 0.61 and 0.95 across the sectors. <b>HARCI-EU provides a consistent mapping of CIs in key sectors that can serve as exposure information for large-scale risk assessments in Europe.</b><br>
DOI: 10.17605/osf.io/z2fn8
title: Two Perspectives on First Impressions: Does the Valence-Dominance Model Extend to Bodies in Front and Profile View?

description: Testing whether Oosterhof and Todorov's (2008) Valence-Dominance Model applies to body perception using body stimuli in front and profile view.
DOI: 10.17632/z7wznk53cf
title: Under-dispersed Health Insurance Count Data

description: The data set was obtained from Ace-Medicare Clinics, Ota, Ogun State, Nigeria, comprising of National Health Insurance Scheme (NHIS) data with no zero count. A sample of 1647 patients under National Health Insurance Scheme was obtained from July 2016 to July 2017. The data set was used in the article titled "Bayesian Models for Zero Truncated Count Data" with link http://www.journalajpas.com/index.php/AJPAS/article/view/30105 Response variable was (Nencounter) that is, number of encounter (visit to the doctor). The class (Eclass) indicated whether a patient was ever on admission for the period or not, that is, (in-patient=1, out-patient= 0). Another predictor is (follow-up), indicating whether a patient was on regular check-up or not, (follow-up=1, no follow-up=0). Gender (sex) of patients; (male=1, female=0). Another predictor was Ndiagnosis, which represented the number of diagnosis a patient had for the period of encounter. The last predictor is biological age of patient. Following the dispersion test, the data is under-dispersed with dispersion parameter =0.7806.
DOI: 10.6084/m9.figshare.16746622.v2
title: CL20-TNT_reference-dataset

description: The reference dataset used in work "Ab Initio Neural Network MD Simulation of Thermal Decomposition of High Energy Material Cl-20/TNT".
DOI: 10.6084/m9.figshare.21893826.v1
title: AmpliconArchitect and AmpliconClassifier outputs

description: AmpliconArchitect and AmpliconClassifier output files from Luebeck et al., "Extrachromosomal DNA in the cancerous transformation of Barrett’s esophagus." <br> <strong>AA_outputs</strong>: AA outputs for FHCC 80 patient study (Paulson et al.), Cambridge UK BE/LGD, HGD, EAC samples, TCGA EAC samples. <strong>combined_full_classification_0_4_13</strong>: AC outputs for above AA samples <strong>patient_391_extended_AA_AC: </strong>AA and AC outputs for the full set of patient 391 samples (additional timepoints + tumor resection.
DOI: 10.17632/42zd5p8gxc
title: SLABCC: Total energy correction code for charged periodic slab models

description: The surface of solids or their interface with the gas phase is often modelled by a slab, periodic in two dimensions and repeated artificially in the third. When studying charged systems, a compensating background charge is required to avoid the divergence of the Coulomb energy. However, the interactions between the periodic images of the localized charge and between the localized charge and its neutralizing background can cause significant errors in the total energy. We have implemented the correction scheme proposed by Komsa and Pasquarello (2013), which estimates the error in the total energy by modelling the distribution of the localized extra charge with Gaussian functions at different sites, and comparing its energy in the periodic and in the isolated case. The program is user-friendly and robust, it is automated for simple cases while keeping the flexibility for the advanced users to handle non-trivial ones.
DOI: 10.17632/wrj892vy67
title: Mathematica file for "Bank Competition and Household Privacy in a Digital Payment Monopoly"

description: Mathematica file used for calculations in the proofs and extensions of this paper.
DOI: 10.17632/y4xyvkbgk9
title: A hybrid atomistic–continuum model for fluid flow using LAMMPS and OpenFOAM

description: Abstract A fully parallelized hybrid atomistic–continuum (HAC) model, built from the open source codes LAMMPS and OpenFOAM, is developed to resolve nanoscale features of fluid flow. The domain is decomposed into an atomistic domain, where individual atomic interactions are computed, and a continuum domain, where the Navier–Stokes equations are solved. The two domains are coupled through an overlap region in which the solutions in both domains are consistent. The accuracy of the HAC model is demonstrat... Title of program: HacFoam Catalogue Id: AEPC_v1_0 Nature of problem Continuum methods are often incapable of resolving features and flow patterns in confined nanoscale liquid flows. Macroscopic simulations are far out of reach of atomistic simulations. Combining the atomistic resolution of molecular dynamics with the reduced computational expense of traditional continuum numerical techniques for fluid flow would allow larger scale problems to be studied. Versions of this program held in the CPC repository in Mendeley Data AEPC_v1_0; HacFoam; 10.1016/j.cpc.2013.03.009 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)