cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24182163.v2
title: Decomposition_data.xlsx

description: This research was conducted in a temperate forest-steppe ecotone (119°39′18″-120°25′56″ E, 50°40′16″-50°42′45″ N), which was located in Erguna Forest-Steppe Ecotone Research Station of the Chinese Academy of Sciences in Inner Mongolia. This region has temperate continental monsoon climate with mean annual temperature and precipitation is -2.43 °C and 361.6 mm, respectively.
DOI: 10.17608/k6.auckland.4059996.v1
title: Source code (Python) for ePygenetics: An extraction tool for epigenetic data

description: Source code and documentation for a project designed as part of Medsci 736, a course on digital resource skills at the University of Auckland<br>
DOI: 10.6084/m9.figshare.9644990.v2
title: Species functional traits and abundance as drivers of multiplex ecological networks: first empirical quantification of inter-layer weights

description: Bird-plant interaction data sampled on two Galápagos islands by collecting pollen and faecal samples from individual birds captured with mist-nets across an entire year.
DOI: 10.6084/m9.figshare.13270217.v1
title: China's provincial mask

description: China's provincial mask at the resolution of 0.1° X 0.1°
DOI: 10.6084/m9.figshare.15022344.v1
title: Supplementary Material for: Polysubstance Use Is Positively Associated with Gaming Disorder Symptom Severity: A Latent Class Analytical Study

description: <b><i>Introduction:</i></b> The link between gaming disorder (GD) and substance use amongst adolescents is not clear. Some studies reported positive associations, whereas others suggested that alcohol and illicit drug use are not related to GD severity. <b><i>Objectives:</i></b> The present study aimed to identify empirically based latent classes of alcohol and illicit drug use amongst adolescents and explore their associations with GD symptom severity and whether endorsement of specific criteria of GD is linked to the membership of latent classes of alcohol and illicit drug use. <b><i>Methods:</i></b> Data of the national sample of Hungarian adolescents from the Health Behaviour in School-aged Children survey (<i>N</i> = 2,768; females: 52.08%; mean age: 16.73 years) were analysed. Measures for frequency of alcohol and illicit drug use, gaming, GD symptom severity, and life satisfaction were included in the analyses. <b><i>Results:</i></b> Latent class analysis discriminated 4 subgroups of alcohol and illicit drug use: polysubstance users, high-risk alcohol users, moderate alcohol users, and infrequent substance users. Polysubstance users presented significantly higher levels of GD symptom severity and higher odds for endorsement of criteria of “giving up other activities” and “negative consequences.” <b><i>Conclusions:</i></b> Positive associations were shown between higher GD severity and the polysubstance using class. The roles of criteria of “giving up other activities” and “negative consequences” were highlighted in more severe substance use patterns. However, GD severity and criteria did not differ as a function of the level of alcohol use. These findings may imply common roots of GD and illicit drug use in adolescents.
DOI: 10.6084/m9.figshare.21514389.v1
title: Neogene uplift and deformation in the northeastern Bird’s Head Peninsula, West Papua, Indonesia: consequences of oblique plate convergence

description: Supplementary Table 1. Excel file of U-Pb zircon data. Pdf file with Supplementary Tables 2 and 3 and Supplementary Figures 1 and 2.
DOI: 10.6084/m9.figshare.24584862.v2
title: INFINEL dataset

description: Datasets used in the paper - INFINEL: An efficient GPU-based processing method for unpredictable large output graph queries. For real-world datasets such as LiveJournal, Orkut, Friendster, and Twitter datasets, we provide preprocessed data (remove isolated vertices and remove self-loop edges) in CSR format of the original graph data.
DOI: 10.6084/m9.figshare.8273102.v2
title: Processed files (to use with scanpy)

description: h5ad files to use with scanpy<br>*8/8/2019*Marrow_droplet.h5ad updated<br>*7/15/2020*New objects added to:https://figshare.com/articles/dataset/Tabula_Muris_Senis_Data_Objects/12654728<br>
DOI: 10.6084/m9.figshare.25923034.v1
title: Species removal dampens the scale dependency of ecological determinism and stochasticity in rocky intertidal communities [dataset and codes]

description: Deterministic and stochastic processes control community dynamics. However, the responses of both processes to the loss of foundation species, which strongly influence community dynamics across spatial scales, are unclear. We experimentally examined how spatial extent and foundation species removal affect rocky-intertidal community dynamics over three years in eight field sites spanning ~1000 km along the southeastern Pacific. The normalised stochasticity ratio (NST), which distinguishes between stochastic (&gt;50%) and deterministic (&lt;50%) community dynamics, decreased with spatial extent for sessile and mobile species, with consistently lower values under foundation species removal for sessile communities. The effect of foundation species removal on NST was strongest in smaller sessile communities and diminished as spatial extent increased, while mobile communities showed no significant response to the disturbance. Our experimental results demonstrate that the loss of foundation species disrupts the scale dependency of ecological mechanisms, highlighting its negative implications for biodiversity conservation and ecosystem functioning.
DOI: 10.6084/m9.figshare.28570298.v1
title: (Plos one)PONE-D-24-45392_database set.xlsx

description: Iodine is an essential micronutrient for the synthesis of thyroid hormones. Koreans have a tradition of consuming seaweed soup during the postpartum period, leading to a rapid increase in iodine intake in lactating women. Concerns have been raised over the large consumption of seaweed, resulting in excessive iodine intake. However, there have not been enough studies to determine the effect of excessive iodine intake through seaweed on the thyroid hormone functions of lactating women. This study used a prospective cohort of Korean postpartum women to investigate the relationship between iodine derived from seaweed intake and thyroid hormone. This study recruited 147 postpartum women within two weeks after childbirth, and 81 participated again in the follow-up study after one year. At the time of initial recruitment, dietary records including seaweed soup during the postpartum period (8 weeks), thyroid hormone levels, urinary iodine concentration (UIC), and infant growth indicators, were evaluated. In the one-year follow-up, it was evaluated in the same way. Fisher’s exact test was used to test the relationship between iodine intake during the postpartum period and thyroid hormones. The ratio of participants whose thyroid hormones (T3, FT4, and TSH) were out of the normal range was calculated for each quartile group according to iodine intake for the postpartum period and showed no significant difference between the four groups [T3: P = 0.2181; FT4: P = 0.1591; TSH; P =0.3251]. This relationship was also observed after one year [T3: P = 0.9721; FT4: P = 0.0589; TSH; P =0.7476]. Dietary iodine intake during the postpartum period and one year after had no relationship with thyroid hormone functions. Our findings suggested that a temporary increase in iodine intake during the postpartum period had no relationship with thyroid hormone functions. To confirm the results of this study further, a large follow-up study targeting postpartum women will be necessary.
DOI: 10.6084/m9.figshare.22121834.v1
title: Physiotherapy data

description: The practice behaviours, interests and perception of MSK image interpretation among physiotherapists in Ghana
DOI: 10.6084/m9.figshare.27053809.v3
title: Eccentric training at long muscle length induces greater neural plasticity than eccentric training at short muscle length

description: collected data from study: Eccentric training at long muscle length induces greater neural plasticity than eccentric training at short muscle length
DOI: 10.6084/m9.figshare.13193624.v1
title: Supplementary Material for: Post-COVID-19 Epidemic: Allostatic Load among Medical and Nonmedical Workers in China

description: <b><i>Background:</i></b> As the fight against the COVID-19 epidemic continues, medical workers may have allostatic load. <b><i>Objective:</i></b> During the reopening of society, medical and nonmedical workers were compared in terms of allostatic load. <b><i>Methods:</i></b> An online study was performed; 3,590 Chinese subjects were analyzed. Socio-demographic variables, allostatic load, stress, abnormal illness behavior, global well-being, mental status, and social support were assessed. <b><i>Results:</i></b> There was no difference in allostatic load in medical workers compared to nonmedical workers (15.8 vs. 17.8%; <i>p</i> = 0.22). Multivariate conditional logistic regression revealed that anxiety (OR = 1.24; 95% CI 1.18–1.31; <i>p</i> &lt; 0.01), depression (OR = 1.23; 95% CI 1.17–1.29; <i>p</i> &lt; 0.01), somatization (OR = 1.20; 95% CI 1.14–1.25; <i>p</i> &lt; 0.01), hostility (OR = 1.24; 95% CI 1.18–1.30; <i>p</i> &lt; 0.01), and abnormal illness behavior (OR = 1.49; 95% CI 1.34–1.66; <i>p</i> &lt; 0.01) were positively associated with allostatic load, while objective support (OR = 0.84; 95% CI 0.78–0.89; <i>p</i> &lt; 0.01), subjective support (OR = 0.84; 95% CI 0.80–0.88; <i>p</i> &lt; 0.01), utilization of support (OR = 0.80; 95% CI 0.72–0.88; <i>p</i> &lt; 0.01), social support (OR = 0.90; 95% CI 0.87–0.93; <i>p</i> &lt; 0.01), and global well-being (OR = 0.30; 95% CI 0.22–0.41; <i>p</i> &lt; 0.01) were negatively associated. <b><i>Conclusions:</i></b> In the post-COVID-19 epidemic time, medical and nonmedical workers had similar allostatic load. Psychological distress and abnormal illness behavior were risk factors for it, while social support could relieve it.
DOI: 10.6084/m9.figshare.24750684.v1
title: Coding sequence of Oxyria digyna haplotig 1

description: Coding sequences of genes identified in Oxyria digyna haplotig 1
DOI: 10.6084/m9.figshare.26755936.v2
title: CAM-chem Model Outputs used in "Measurement Report: Characterization of Aerosol Hygroscopicity over Southeast Asia during the NASA CAMP2Ex Campaign"

description: The Community Atmosphere Model coupled with chemistry (CAM-chem) is a component of the Community Earth System Model (CESM2.2) that represents the dynamics, physics, and chemistry of the atmosphere. The Multi-Scale Infrastructure for Chemistry and Aerosols (MUSICA) is a configuration of CAM-chem, it is a next generation unified infrastructure to study atmospheric chemistry at different horizontal grid resolutions. It is community-built, open-source, flexible, and computationally efficient.Our data includes different horizontal resolutions of CAM-chem and MUSICA version 0. The available regional refined grids were created by users for a variety of applications. We used a 1º base grid resolution (ne30) and a 0.25º (ne30x4) regionally refined output grid (which we label MUSICA) for East Asia that was developed at the NSF National Center for Atmospheric Research (NCAR)/Atmospheric Chemistry Observations and Modeling Laboratory (ACOM).
DOI: 10.15125/bath-01522
title: Dataset for "Investigating the Impact of Deformable, Movable and Rigid Surfaces on Force-Input Interactions"

description: This dataset supports the article "Investigating the Impact of Deformable, Movable, and Rigid Surfaces on Force-Input Interactions" (TOCHI, 2025). It comprises aggregated data from three controlled user studies (each with 28 participants). 

The studies systematically explore how surface compliance type—Deformable, Movable and Rigid— and surface stiffness affect user performance and experience in force input tasks.

The dataset includes:
•	Task performance data, including force input selection and hold accuracy across different surface conditions.
•	Self-reported user data, including qualitative ratings and preferences.

The data were collected to examine how the physical properties of different surfaces influence users' ability to perform force input tasks, along with their surface preferences. 
This dataset enables further analysis and may support new investigations into haptic interaction, input techniques, or the design of novel interfaces in human-computer interaction.
description: For the methodology and apparatus of the data collection, please refer to the paper.
DOI: 10.6084/m9.figshare.24948141.v1
title: Supplementary Material for: Helpful to Live Healthier? ——Intermittent Hypoxic/Ischemic Training Benefits Vascular Homeostasis and Lipid Metabolism with Activating SIRT1 Pathways in Overweight/Obese Individuals

description: Introduction: The present study aimed to investigate whether and how normobaric intermittent hypoxic training (IHT) or remote ischemic preconditioning (RIPC) plus normoxic training (RNT) has a synergistic protective effect on lipid metabolism and vascular function compared with normoxic training (NT) in overweight or obese adults. Methods: A total of 37 overweight or obese adults (36.03 ± 10.48 years) were randomly assigned to 3 groups: NT group (exercise intervention in normoxia), IHT group (exercise intervention in normobaric hypoxic chamber) and RNT group (exercise intervention in normoxia + RIPC twice daily). All participants carried out the same one-hour exercise intervention for a total of four weeks, five days per week. Physical fitness parameters were evaluated at pre- and post-exercise intervention. Results: After training, all three groups significantly decreased BMI (p &lt; 0.05). IHT group reduced body fat percentage, visceral fat mass (p &lt; 0.05), blood pressure (p &lt; 0.01), left ABI, HRmax (p &lt; 0.05), the expression of PPARγ (p &lt; 0.01), and increased the expression of SIRT1 (p &lt; 0.05), VEGF (p &lt; 0.01). RNT group lowered waist-to-hip ratio, visceral fat mass, blood pressure (p &lt; 0.05) and HRmax (p &lt; 0.01). Conclusion: IHT could effectively reduce visceral fat mass and improve vascular elasticity in overweight or obese individuals than pure normoxic training with the activation of SIRT1-related pathways. And RNT also produced similar benefits on body composition and vascular function, which were weaker than those of IHT but stronger than normoxic training. Given the convenience and economy of RNT, both intermittent hypoxic and ischemic training have the potential to be a successful health promotion strategies for the overweight/obese population.
DOI: 10.26188/25495045.v1
title: AMtb_1__202402 pod5 data

description: This dataset contains the pod5 data from an Oxford Nanopore Technologies sequencing run using an R10.4.1 flowcell (FLO-MIN114).<br>There may be pod5 files from multiple runs, but those in this archive are those deemed assigned to this sample from dorado sup basecalling demultiplexing. As such, no demultiplexing is required.<br>Sample information:Sample alias: AMtb_1__202402BioSample: SAMN40453083Species: <i>Mycobacterium tuberculosis</i>For further information about the study, refer to the linked manuscript.For details of the code and associated data used for the analysis, refer to the GitHub repository.
DOI: 10.6084/m9.figshare.14413817.v5
title: R Script Community Analysis.docx

description: R script for analysis of arthropod communities using OTU data.<br>Packages used: vegan, vegan3d, iNEXT<br>
DOI: 10.6084/m9.figshare.26391472.v2
title: Draft assembly and annotation of the Largemouth bass (Micropterus salmoides)

description: Largemouth bass (Micropterus salmoides, LMB) is an aquaculture fish with an annual yield of more than 700,000 tons. Relevant genetic and breeding studies have broad application prospects, and a high-quality genome assembly helps interpret genetic and sequencing data from LMB. In this study, the genome of a male LMBwas sequenced by using the PacBio Sequel sequencing platform (Pacbio), high-throughput chromosome conformation capture (Hi-C) and pair-end illumina sequencing techniques. After assembly and annotation, we obtained a high-quality genome of LMB.
DOI: 10.6084/m9.figshare.17048948.v1
title: Supplementary Material for: Circulating Serum Copper Is Associated with Atherosclerotic Cardiovascular Disease, but Not Venous Thromboembolism: A Prospective Cohort Study

description: <b><i>Background and Objective:</i></b> Serum copper has been linked to the risk of atherosclerotic cardiovascular disease (CVD). However, the potential association between serum copper and venous thromboembolism (VTE) is not known. The principal aim was to evaluate the potential prospective association between serum copper and VTE risk. A secondary aim was to confirm or refute previously reported associations between serum copper and atherosclerotic CVD. <b><i>Methods:</i></b> Serum copper was measured at baseline using atomic absorption spectrometry in 2,492 men aged 42–61 years without a history of VTE in the Kuopio Ischemic Heart Disease prospective cohort study. Cox regression models were used to calculate hazard ratios (HRs) with 95% confidence interval (CI) for VTE. <b><i>Results:</i></b> During a median follow-up of 27.0 years, 166 VTE events occurred. The risk of VTE per 1 standard deviation increase in serum copper in age-adjusted analysis was HR: 1.02; 95% CI: 0.88–1.20, which was attenuated to HR: 0.99; 95% CI: 0.82–1.19, following further adjustment for several established and emerging risk factors. Comparing the top versus bottom tertiles of serum copper, the corresponding adjusted HRs were 1.16 (95% CI: 0.80–1.66) and 1.11 (95% CI: 0.74–1.68), respectively. In 1,901 men without a history of coronary heart disease (CHD), the multivariable-adjusted HR for CHD was 1.32 (95% CI: 1.10–1.59) comparing extreme tertiles of serum copper. <b><i>Conclusion:</i></b> In middle-aged Finnish men, we confirmed previously reported associations between high serum copper levels and increased risk of atherosclerotic CVD, but serum copper was not associated with future VTE risk. Other large-scale prospective studies conducted in women, other age-groups, and other populations are needed to confirm or refute these findings.
DOI: 10.6084/m9.figshare.23904630.v1
title: Scopus Dataset New Version vs Old Version

description: Dataset diunduh 8 Agustus 2023 pukul 15.46 WIB dengan <i>search query</i>: TITLE-ABS-KEY ( "social annotation" )Tutorial: https://www.erickunto.com/2023/08/mengatasi-gagal-ekstrak-dataset-scopus-new-version-di-openrefine.html
DOI: 10.6084/m9.figshare.24082110.v2
title: Hospital IDs, names and coordinates (csv)

description: Names of hospitals in Canada, their addresses, geographic coordinates (Longitude and Latitude) and an assigned hospital identifier
DOI: 10.6084/m9.figshare.7649432.v1
title: Suppl Table S3.xlsx“Cross-omics analysis of archival human renal cell carcinoma biopsies opens possibilities for emerging treatment avenues”

description: <b>Supplementary Table for "Transcriptome-proteome integration of archival human renal cell carcinoma<br>biopsies enables identification of molecular mechanisms", Koch et al., 2019, AJPRP<br></b>
DOI: 10.6084/m9.figshare.12356519.v3
title: R script and datasets - CCA

description: This folder contained a R script and datasets to perform a Canonical correspondence analysis (CCA) in R. CCA was used to infer the underlying relationship between the benthic harmful dinoflagellate assemblages and benthic substrate characteristics, depths and irradiances. CCA is a constrained multivariate ordination technique that extracts major gradients among combinations of explanatory variables in a dataset and requires samples to be both random and independent. Data for cell abundances were Hellinger-transformed prior to CCA to ensure the data met the statistical assumptions of normality and linearity. The analysis was performed using vegan. The significance of variation in benthic harmful dinoflagellates assemblages explained by the explanatory variables was tested using an ANOVA-like Monte Carlo permutation test as implemented in vegan.
DOI: 10.6084/m9.figshare.17294270.v1
title: 2021.12.11 data set Construction of a questionnaire based on the Health Action Process Approach for psycho-social cognitive determinants of parents in brushing children’s teeth in the Netherlands.sav

description: Data set of a cross-sectional study, 269 questionnaires were filled out in dental offices by parents of children 1-10 years old. Scale validation was performed according to the 6-step protocol of Dima, including Mokken scale analyses (MSA), graded response model (GRM), factor analyses and reliability measures. Pearson correlation coefficients were calculated to identify divergent validity and test-retest reliability. Dataset of retest, containing 30 questionnaires.
DOI: 10.6084/m9.figshare.28366115.v3
title: data2

description: This is the experimental data of the manuscript entitled "DIKWP framework: Intelligentization, green innovation, and servitization for manufacturing sustainability in circular economy".
DOI: 10.6084/m9.figshare.759130.v4
title: Matlab code for estimating temporal discounting functions via maximum likelihood

description: Matlab functions for maximum likelihood estimation of a variety of probabilistic discounting models from choice experiments. Data should take the form of binary choices between immediate and delayed rewards. The available discount functions are: 1) exponential 2) hyperbolic (Mazur's one-parameter hyperbolic) 3) generalized hyperbolic 4) Laibson's beta-delta
DOI: 10.6084/m9.figshare.26837575.v2
title: Price et al data.xlsx

description: Campaign constraints for modeling OH concentrations
DOI: 10.6084/m9.figshare.28052498.v2
title: WBM relaxation trajectories with MatterSim-V1 5M model

description: This dataset contains the relaxation trajectories of 256,964 materials defined in the WBM dataset. This is intended for the evaluation of matbench-discovery dataset.
DOI: 10.6084/m9.figshare.7556957.v1
title: Single Case Experimental Design Raw Data for Therapeutic Horse Riding Health Outcomes Martin 2019

description: Raw data for multiple-baseline across participants (n=12 aged 5 to 17 years) single-case experimental design, with randomly allocated baseline lengths, evaluating how riders responded to therapeutic horse riding.
DOI: 10.6084/m9.figshare.12730361.v1
title: FASTA alignments and pairwise SNP matrices

description: Whole genome SNPs FASTA alignment and pairwise SNP counts matrix submitted by each participant.
DOI: 10.6084/m9.figshare.14447541.v1
title: Cytotoxic T lymphocyte attacking a cancer cell (jrc_ctl-id8-2)

description: Cytotoxic T lymphocytes (CTLs) kill virus-infected and tumorigenic cells through the polarized release of perforin and granzymes, which are housed in modified lysosomes called lytic granules. Perforin is a pore-forming toxin that creates an ephemeral portal in the plasma membrane of the target through which granzymes enter the cytosol and initiate apoptosis. This conjugate was captured moments after perforin secretion toward the target. Sample: OT-I mouse cytotoxic T lymphocyte attacking an ID8 ovarian cancer cell; fixed and imaged moments after the release of perforin/granzyme from lytic granules. The ID8 murine ovarian cancer cell is stably expressing mEmerald-Chmp4b and TOMM20-SNAP. Protocol: High pressure freezing, freeze-substitution resin embedding with 2% OsO4 0.1% UA 3% H2O in acetone; resin embedding in Eponate 12.Contributions: Sample provided by Alex Ritter (Genentech), prepared for imaging by Gleb Shtengel (HHMI/Janelia), with imaging and post-processing by C. Shan Xu (HHMI/Janelia).Dataset ID: jrc_ctl-id8-2Final voxel size (nm): 8 x 8 x 8 (X, Y, Z)Dimensions (µm): 50 x 9 x 62.9 (X, Y, Z)Acquisition date: 2019-10-18Dataset URL: https://data.janelia.org/ZFq0CVisualization Website: https://openorganelle.janelia.org/datasets/jrc_ctl-id8-2<b><br></b>Publication: Ritter et al., ESCRT-mediated membrane repair at the immunological synapse protects tumor cells against T cell attack, Science (2022).<br>