cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7482467.v1
title: Modelos Computacionais para Verificação de Identidades Polinomiais em Álgebras de Matrizes com entradas na Álgebra de Grassmann

description: ABSTRACT In this paper is presented a computational approach to deal with algebras that satisfy polynomial identities. More precisely, we used the Maple program to verify and identify polynomial identities of matrix algebras with entries in the Grassmann algebra E, especially the algebra M k,l (E), which Di Vincenzo and La Scala showed interesting results when k = l = 1, using the notion of weak polynomial identities. Some procedures were created in Maple to suit the product of the matrices according to the properties of E, this being a non-commutative algebra. In addition, we implemented some functions with shorter processing time in solving certain problems compared to similar Maple functions. It should be noted that we use the Maple version 18 on a computer with Intel @ Core i7 and 8GB of RAM memory. We conclude with a study of the conjecture given by Kemer at about the minimum degree of the standard polynomial for the algebra M n (E).
DOI: 10.15468/dl.n3wsh3
title: Occurrence Download

description: A dataset listing the 91 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((38.79432 22.98221,38.80452 22.89594,38.91433 22.79877,39.00486 22.87116,38.85739 23.02063,38.79432 22.98221))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 91 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009600-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27958059.v1
title: Scores of 12 employees for Fuzzy TOPSIS evaluation

description: The scores of 12 employees to be used in the decision matrix for the fuzzy TOPSIS evaluation has been provided.
DOI: 10.25375/uct.21666482.v1
title: GPS Profile data associated with the manuscript: Exceptional Scarp Preservation in SW Namibia Reveals Geological Controls on Large Magnitude Intraplate Seismicity in Southern Africa published in the journal Tectonics

description: The data was collected in May 2021 using a TRIMBLE R8 GNSS/R6/5800 GPS base station and rover in Real Time Kinematic (RTK) measurement mode. Please see the manuscript for full details and locations. The data is provided both as x, y and z coordinates in a csv file, as well as the full .JOB files produced while surveying to allow reprocessing. Data is presented in the UTM co-ordinate system using the WGS84 reference ellipsoid.
DOI: 10.6084/m9.figshare.12049086.v1
title: Formally described species woefully underrepresent phylogenetic diversity in the common lichen photobiont genus Trebouxia (Trebouxiophyceae, Chlorophyta): An impetus for developing an integrated taxonomy

description: <b>ITS Alignments</b>: <br>clade 'A' - MAFFT alignment = "A_ITS_24Oct2016_MAFFT.fas"clade 'A' GUIDANCE alignment w/ columns removed = "A_ITS_24Oct2016_columns95.fas"clade 'A' GUIDANCE alignment w/ residues removed = A_ITS_24Oct2016_residues95.fas.txt"clade 'C' MAFFT alignment = "ITS_C_24Oct2016_MAFFT.fas"clade 'C' GUIDANCE alignment w/ columns removed = "ITS_C_24Oct2016_columns94.fas"clade 'C' GUIDANCE alignment w/ residues removed = "ITS_C_24Oct2016_residue94.fas"clade 'I' MAFFT alignment = "ITS_I_24Oct2016v1_MAFFT.fas"clade 'I' GUIDANCE alignment w/ columns removed = "ITS_I_24Oct2016_columns95v1.fas"clade 'I' GUIDANCE alignment w/ residues removed = "ITS_I_24Oct2016_residues95v1.fas"clade 'S' MAFFT alignment = "ITS_S_24Oct2016_MAFFT.fas"clade 'S' GUIDANCE alignment w/ columns removed = "ITS_S_24Oct2016_columns95.fas"clade 'S' GUIDANCE alignment w/ residues removed = "ITS_S_24Oct2016_residues95.fas"<br><br><b>Concatenated alignments</b>all clades combined (n=870): ITS (GUIDANCE alignments w/ columns removed), rbcL. cox2 = "a_c_i_g_ITS_rbcL_cox2_02Nov2016_v1.nex"<br>reduced genus-wide dataset (n=399) to minimize missing data: ITS (GUIDANCE alignments w/ columns removed), rbcL. cox2 = "a_c_i_g_ITS_rbcL_cox2_reduced_10Nov2016.phy" <b><br></b>
DOI: 10.6084/m9.figshare.28160045.v1
title: Rao's Q and predictor variables of MSc Data.

description: This is a dataset of all climatic, anthropogenic and stable landscape characteristics used as drivers (predictor variables) of habitat heterogeneity (explanatory variable).
DOI: 10.6084/m9.figshare.28911407
title: Automated S-Wave Arrival Timing in GNSS Instantaneous VelocityData Without Frequency-Domain Pre-Filtering

description: EGU 2025 PosterGSWPicker is scientific software that automatically detects when seismic shear waves arrive and measures how strong and how long ground shaking lasts, using GNSS (Global Navigation Satellite Systems) velocity data.<br>The software reads GNSS position data or difference position data from various processing engines (such as PRIDE PPP and VarioPy). It converts these time series into instantaneous velocities and then runs a three-step process:<br>1. It first reduces noise in the velocity data.<br>2. It then identifies ground shaking signals using three independent methods: two statistical approaches (Median Absolute Deviation and least-squares) and a hypothesis testing method (w-test).<br>3. Finally, it determines the exact time when shear waves arrive and measures the strength and duration of ground shaking.<br>This process allows seismic analysis to be performed on GNSS data automatically, without the need for manual pre-filtering.
DOI: 10.6084/m9.figshare.13084454.v1
title: Detection of cell-free fetal DNA in maternal plasma using two compound markers

description: This is the research data for manuscript entitled "Detection of cell-free fetal DNA in maternal plasma using two compound markers"
DOI: 10.6084/m9.figshare.11288633.v2
title: Growth rates of 7,350 yeast cell cycle mutants measured in six different growth media

description: Data and scripts used to analyze the phenotypes of 7350 yeast cell-cycle mutants. The mutant collection includes several biological replicate of 630 double mutant combinations. The datasets includes both the results of synthetic lethality screen and growth data used to estimate genetic interactions.
DOI: 10.6084/m9.figshare.20161070.v2
title: Salix eleagnos chorology

description: Distribution map of <em>Salix eleagnos</em>. <br> <br> <br> These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature. <br> The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br> Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br> <br> <br> Please cite as: <br> Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br> <br> <br> Additional information and used references are on 'supplementary materials' document: <br> https://doi.org/10.6084/m9.figshare.5091901 <br> <br> <br> Chorological maps are part of the "European Atlas of Forest Tree Species" project: https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.28893005.v2
title: Hunting motivations, behaviour, and forest access: characterising wildlife hunting practices in a multi-ethnic, forested landscape of Brunei Darussalam, Southeast Asia

description: This dataset contains the following:1) Results of household survey of 32 residents of Temburong, Brunei Darussalam from KoboCollect. Data collected includes demographic information, questions about perceptions and uses of forests in Temburong, and wellbeing.2) Transcripts of three interviews with key informants exploring hunting behaviours, motivations and characteristics in Temburong.3) NVIVO project analysing the above and additional field notes for a thematic analysis.This data has been anonymised, removing details like names and location names which may lead to participants being identified. Original interview recordings available upon request.
DOI: 10.6084/m9.figshare.7477511.v3
title: Finance Minister.xlsx

description: Fig. 1: Gastrointestinal motilityFig. 3: Serum glucose and proteinFig. 4: Fecal starch, glucose, protein, and lipidFig. 5: Food intake
DOI: 10.17028/rd.lboro.21610659.v1
title: An investigation of digital inclusion in UK rural communities [interview transcripts, national level]

description:  
This study challenges the current ‘utopian’ discourse in digital inclusion rhetoric by providing insights into the complexity of digital inclusion initiative provision as a multilevel phenomenon, against a backdrop of digitalisation and digital-by-default policy.
The aim of this study is to investigate digital inclusion initiative provision in the context of UK rural communities. Underpinned by the philosophy of critical realism, the study employs an exploratory qualitative case study that provides a critical discussion of digital inclusion initiative provision and a granular analysis of the dynamics, processes, experiences, and behaviours of those involved in the phenomenon. More specifically the study explores digital inclusion initiative provision from a multilevel perspective, from digital inclusion stakeholders that operate nationally across the UK; intermediaries delivering digital inclusion training and support in three specific rural regions of the UK with populations at increased risk of digital exclusion; and individuals who have received digital inclusion support within those three specific rural locations.
Data collection involved semi-structured interviews, focus groups, observations, complemented by a brief document review. Activity Theory was utilised as an analytical framework to provide guidance from data collection through to empirical data analysis to help investigate digital inclusion initiative provision as a multilevel phenomenon.
Key findings reveal digital inclusion initiative provision is a complicated process that is fraught with challenges and contradictions, that hamper the realisation of the digital inclusion agenda. Digital inclusion training and support is provided to individuals from ‘all walks of life’, not just the digitally excluded, and not everyone has beneficial outcomes. Importantly, the study reveals the bridging role of human intermediation, and the need for rural communities to be considered in UK government digital policy.
Contributions of this study include new insights into the understanding digital inclusion initiative provision and the inherent challenges in that process, the usefulness of Activity Theory to help unravel the complexity of digital inclusion initiatives as a multilevel phenomenon; and recommendations for change in the provision of digital inclusion initiatives that have implications for policy and practice.
DOI: 10.6084/m9.figshare.23573541.v1
title: Table S1

description: Species and sampling dates for all samples that underwent testing for SARS-CoV-2 viral RNA.
DOI: 10.6084/m9.figshare.28269125.v1
title: Supplementary Material for: Brain volume metric analysis is correlated with aging changes and sex differences in Thai older adults

description: Introduction: Normative data on structural brain volume changes with age and sex differences are required as a reference standard for future research and clinical use.
Methods: We studied a two-center, metropolitan-based, prospective cohort of adults aged fifty-five years and older who were recruited from community-dwelling settings and outpatient clinics without cognitive impairment at baseline and who were followed up for 2 years. The clinical data, neuropsychological tests, and brain MRI obtained with FreeSurfer software were utilized for quantitative volumetric measurements.
Results: A total of 296 participants were recruited at the beginning, with 17 participants (5.8%, excluding 2 subjects with claustrophobia) excluded due to abnormal MRI findings and 27 participants (9.1%) excluded due to MCI/dementia. Among the 250 remaining, 14 patients dropped out or were lost to follow-up, and 35 had MCI or AD converters (14.8%). The remaining 201 subjects with normal cognitive function aged 55-85 years were analyzed for structural brain volume. There were significant correlations between age and brain parameters, including the hippocampus, corpus callosum, thalamus and ventricular volume changes (p value &lt; 0.05). There were significant differences between males and females in total intracranial volume, caudate, temporal lobe, and ventricle volumes in subjects aged 65–74 years, and in total intracranial volume and ventricle volumes in subjects aged 55–64 years (p value &lt; 0.05).
Conclusion: Age and sex contributed to differences in brain structure and ventricular volume. These data could be used as a normative reference for clinical interpretation in people up to 85 years old and for understanding the physiological aging-related changes in the brain.
DOI: 10.6084/m9.figshare.24198876.v1
title: PLS-SEM - Christopher Kamau

description: The data was used to identify psychological factors that determine intention to adopt IC breeds in Machakos County
DOI: 10.6084/m9.figshare.7819571.v1
title: Supplementary material of López-Escardo et al. 2019 submitted to Philosophical transactions of the Royal Society B

description: Supplementary material of the work: Reconstruction of protein domain evolution using single-cell amplified genomes of uncultured choanoflagellates sheds light on the origin of animals by López-Escardo et al. 2019 submitted to Philosophical transactions of the Royal Society B
DOI: 10.6084/m9.figshare.7695833.v1
title: HepE vaccination stakeholder study

description: Attached is a list of questions asked as part of a study on Hepatitis E
DOI: 10.6084/m9.figshare.28761383.v1
title: Dataset-ARM-Paper

description: This study investigates traffic crash patterns in North Khorasan province, Iran, utilizing data from the Iran Traffic Police spanning 2014 to 2018. The analysis encompasses both rural and urban accidents across diverse road types. The dataset, sourced from Traffic Accident Record forms, includes details on crash location, road characteristics, environmental conditions, driver profiles, vehicle information, primary causes, human factors, and crash severity. Driver data was integrated with crash records using RapidMiner Studio, resulting in a comprehensive dataset of 19,229 crashes. The research considers urban/rural differences, road classifications, and other factors contributing to accidents, aiming to understand crash trends and severity across the province. A rigorous data cleaning process ensured data quality by removing attributes with high uniqueness (≥98%), minimal variability (≥98% identical values), excessive missing values (&gt;10%), and those irrelevant to the study’s objectives. This process reduced the initial 38 attributes to a refined set of 20 for subsequent crash severity analysis. To improve the classification of crash severity levels, continuous variables were discretized using supervised entropy-based discretization. Finally, the SMOTE oversampling technique was applied to balance the crash severity levels (Fatal/injury versus property damage only), and the dataset was split into a training set (70%) and a test set (30%) using stratified sampling.
DOI: 10.6084/m9.figshare.7301546.v4
title: Lumpfish (Cyclopterus lumpus) draft genome assembly

description: Lumpfish draft genome assembly of a single diploid male. The fish was wild caught off the Norwegian west coast. The sample was sequenced using Illumina short-read (2x250 bp) and Oxford Nanopore long-read technology. The genome was assembled with the Masurca hybrid assembler v3.2.6 (scaffolds = 5735, scaffold N50 = 811K, total bases = 553 MB, genome coverage = 137x.)<br>fasta: C_lumpus_AG_NMBU_1.0.fasta.gzmd5sum: md5sum.txt
DOI: 10.6084/m9.figshare.7902329.v1
title: Supplementary Material for: Decreased Amino Acid Concentrations are Involved in Congenital Heart Disease

description: <b><i>Objective:</i></b> Congenital heart disease (CHD) is the most common malformation in China. In this study, we determined whether amino acids (AAs) in the amniotic fluid (AF) of patients with CHD changed and clarified whether AAs would affect the insulin-like growth factor type 1 receptor (IGF1R). <b><i>Method:</i></b> Fifty-seven AF samples from pregnant women carrying CHD-aﬀected (<i>n</i> = 17) or normal (<i>n</i> = 40) fetuses were collected. The AA concentrations were measured in AF by liquid chromatography-tandem mass spectrometry. The IGF axis-related and epigenetic marker proteins in AF after serial treatments were quantified using a multiple reaction monitoring approach. IGF1R and P300 were also confirmed by Western blot in AF without any treatment. <b><i>Results:</i></b> Most AAs decreased in the AF of patients with CHD. P300 and IGF1R decreased significantly in the CHD group. When H9C2 cells were cultured in one-half AA concentrations, the expression of P300 and IGF1R was reduced. Histone acetylation of the IGF1R promoter also decreased. <b><i>Conclusion:</i></b> Our data suggest that AAs decreased in the AF of patients with CHD. AAs may partly regulate the IGF1R through P300, which may be involved in heart development.
DOI: 10.6084/m9.figshare.28235840.v1
title: Plot data for "Low-phase-noise surface-acoustic-wave oscillator using an edge mode of a phononic band gap"

description: Plot data for Figures 2 - 6 in article "Low-phase-noise surface-acoustic-wave oscillator using an edge mode of a phononic band gap".
DOI: 10.6084/m9.figshare.1362202.v1
title: THE REFLECTION OF INDIAN SOCIETY IN RAMA MEHTA’S INSIDE THE HAVELI

description: Rama Mehta, a prominent Indian Socialist female writer in her Sahitya Academy Award (1978) winning novel ‘Inside the Haveli’ portrays the personal and the observed experience of an Indian Haveli Life, its Culture, History, Tradition, Purdah and the Social System in her semi-autobiographical work. The focus of the paper is to know the varied glory of the Haveli, its Feudal Structure, the Social and Individual Life, the Rituals and Festivals, and the deep rooted Customs etc. delineated in the novel.
DOI: 10.6084/m9.figshare.22060928.v1
title: Supplementary Material for: A Large-Scale Observational Analysis of Social Media Data Reveals Major Public Misperception of the Attainability of Drastic Weight Loss by Dieting

description: <b><i>Introduction:</i></b> Diet forums in social media websites provide an opportunity to glimpse the experience of different weight loss diet strategies reported by tens of thousands of individuals. <b><i>Methods:</i></b> We analyzed all postings with weight information from the six major Reddit weight loss diet forums (“subreddits”) as reported by forum participants. <b><i>Results:</i></b> Data were collected from January 2011 to April 2020 from all 55,900 users posting weight information. Average start BMI was in the overweight or obese range (26–34 kg/m<sup>2</sup>), and average goal BMI was in the normal range (21.5–24.5 kg/m<sup>2</sup>) for all subreddits. There is correlation between start BMI and goal BMI (<i>R</i><sup>2</sup> = 0.63, <i>p</i> &lt; 10<sup>−10</sup>) and between planned weight loss and reported weight loss (<i>R</i><sup>2</sup> = 0.56, <i>p</i> &lt; 10<sup>−10</sup>). Approximately 80% of forum participants reported a weight loss that was greater than 5% of their initial body weight. Actual reported weight loss was less than half of goal weight loss. Average reported weight loss and adherence were highest in the keto and loseit subreddits. More upvotes and fewer downvotes were associated with higher reported weight loss in five of the six subreddits. <b><i>Conclusions:</i></b> Despite the need for cautious interpretation of these data due to self-selection of users who updated weight loss and the possibility of unreliable weight reports, the study has several findings. Average goal BMI was in the normal weight range, demonstrating a highly unrealistic perception, in a very large lay-public cohort, of the plausibility of losing all excess weight. The success in weight loss and maintenance in self-selected individuals who continued reporting weight for many months may demonstrate the subjective value some individuals can obtain from forum participation.
DOI: 10.6084/m9.figshare.28137296.v3
title: EU Data.csv<b>EU Data-1:</b> Age, sex, and medications used in patients with Parkinson’s disease.<b>EU Data-2:</b> Experimental parameters during off and on states of anti-Parkinson drugs.<b>EU Data-3:</b> Changes in cutaneous silent period latencies in group 1 (Drug on/off, Cold pressure on/off states).<b>EU Data-4:</b> Changes in NRS in group 1 (Drug on/off, Cold pressure on/off states).<b>EU Data-5:</b> Changes in cutaneous silent period scores in group 2 (Drug on/off, Cold pressure on/off states).<b>EU Data-6:</b> Changes in NRS in group 2 (Drug on/off, Cold pressure on/off states).

description: ABSTRACT Objectives: Patients with Parkinson’s disease (PD) highly complain of pain, probably due to the lowered pain threshold caused by dopamine deficiency. Nonetheless, only a few studies have investigated the effects of anti-PD medications on “pain inhibits pain” ability. We aimed to evaluate conditioned pain modulation (CPM) using the cutaneous silent period (CSP) and the numerical rating scale (NRS) and to investigate the effect of anti-PD medications on CPM. Materials and Methods: The CSP was recorded in 40 PD patients under drug-on and drug-off conditions. Changes in the CSP elicited by electrical test stimulation and in the NRS when the patients experienced pain with cold pressure as a conditioned stimulus were assessed. A shortened CSP duration or reduced CSP score due to cold pressure were interpreted as objective CPM responses. Results: The CSP latency was analyzed in 22 patients when the electromyographic contamination in the CSP waveform was low. The rate of CSP duration shortening during cold pressure was significantly greater under the drug-on condition than under the drug-off condition (mean, 22% vs. 12%; p &lt; 0.01). The change in CSP latency exhibited a significant mild correlation with the change in the NRS scores (p &lt; 0.05). CSP score analysis was performed on 18 patients in whom latency analysis was difficult owing to electromyographic contamination. In the drug-on state, conditioned cold-pressure pain significantly decreased the CSP score. Conclusions: Dynamic changes in the CSP caused by cold pressure in patients with PD suggest that anti-PD medications may enhance CPM ability.
DOI: 10.6084/m9.figshare.25499062.v1
title: Pollen data

description: This file contains pollen measurements data.
DOI: 10.6084/m9.figshare.3550134.v1
title: Appendix B. Effects of nitrogen addition on plant parameters.

description: Effects of nitrogen addition on plant parameters.
DOI: 10.6084/m9.figshare.882823.v2
title: Disk Golf

description: disk golf study