cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xndcmbn6wd
title: Glyphosate and Melanization

description: Melanin is a black-brown pigment found throughout all kingdoms of life playing diverse roles including: UV protection, thermoregulation, oxidant scavenging, arthropod immunity, and microbial virulence. Given melanin’s broad functions in the biosphere, particularly in insect immune defenses, it is important to understand how environmental conditions affect melanization. Glyphosate, the most widely used herbicide, inhibits melanin production. Here we elucidate the mechanism underlying glyphosate’s inhibition of melanization demonstrate the herbicide’s multifactorial effects on insects. Glyphosate acts as an antioxidant and disrupts the oxidation-reduction balance of melanization. The drug reduced wax moth larvae survival after infection, increased parasite burden in malaria-transmitting mosquitoes, and altered midgut microbiome composition in adult mosquitoes. These findings suggest that glyphosate’s environmental accumulation could contribute to the so called insect apocalypse, characterized by species declines, by rendering them more susceptible to microbial pathogens due to melanization inhibition, immune impairment, and perturbations in microbiota composition.
DOI: 10.6084/m9.figshare.12456494.v1
title: Winchmore long-term Fertiliser and Irrigation trial data

description: There are two files containing the soil chemistry data for the Fertiliser and Irrigation trials and two files containing pasture production and botanical composition data. Data are also available for irrigation schedules and soil moisture, temperature and physical measures for the Irrigation trial. Note that the Fertiliser trial was irrigated on the same three-weekly schedule as the Irrigation trial. All files have information concerning the trial design and metadata included in the first two tabs.<br>Excerpts are given of the data in each file. The data access form must be completed to obtain further data. See the ReadMeFirst.txt file.
DOI: 10.6084/m9.figshare.24599202.v1
title: Supplementary Material for: CT hyperdense lesions after endovascular therapy in acute ischemic stroke: imaging findings and clinical significance

description: Background The hyperdense lesion on non-contrast CT (NCCT) is a common postoperative phenomenon in acute ischemic stroke (AIS) patients who are treated with endovascular therapy (EVT). Both contrast extravasation and hemorrhagic transformation presented hyperdense lesions on NCCT, which are sometimes difficult to distinguish them. Summary of Review Radiographic findings are important for identifying contrast extravasation and hemorrhagic transformation. We recommended a standardized follow-up protocol involving imaging and clinical evaluation as it will allow neurologists and neuroradiologists to reveal the relationships between these hyperdensities and various clinical outcomes. Key Messages Dual-energy CT and susceptibility weighted imaging are capable of distinguishing contrast extravasation and hemorrhagic transformation at an early stage after EVT. However, in institutions without access to such technology, a follow-up protocol based on NCCT is crucial
DOI: 10.6084/m9.figshare.25347691.v1
title: Bangladeshi University Students' Mental Health Dataset

description: This dataset comprises mental health data from 1977 Bangladeshi university students across 15 top universities, collected from November to December 2023 using Google Forms. It includes assessments of academic anxiety, stress, and depression using widely used psychometric scales. The structured questionnaire covers sociodemographic variables and their associations, facilitating comprehensive analysis. Statistical analysis yielded satisfactory internal consistency (Cronbach’s alpha: 0.79), with anonymized participant data valuable for policymakers.
DOI: 10.6084/m9.figshare.26947459.v1
title: ski-resorts.csv

description: <pre>A comprehensive dataset containing crowdsourced rankings of nearly all ski resorts worldwide. The dataset includes detailed information on each resort, such as location, snowfall, number of lifts and slopes, total slope length, and vertical drop. The dataset is updated regularly as more votes are collected.<br><br><br>Dataset<br><br>Data collection<br></pre>
DOI: 10.17632/25mj66w6pf
title: Exploring the cognitive landscape of female retail investors: Employing a smartPLS-ANN approach

description: Data for the study of female retail investor
DOI: 10.17632/vff9xr3zfz
title: Data for: Understanding the Hierarchical Structural Evolution in a Scientific Discipline: An Artificial Intelligence Perspective

description: 65,887 AI-related research papers published during a 10-year period from 2009 to 2018.
DOI: 10.6084/m9.figshare.11949042.v2
title: Target similarity

description: Pair-wise drug-target similarity based on the protein sequence scores among all small-molecule drugs in Drugbank database
DOI: 10.6084/m9.figshare.16567470.v2
title: Slip model of 2020 Simeonof M7.8 Earthquake

description: FourCornerCoordinateofSubfaults: The file records the fault geometry we used in inversion. Every raw indicates one subfault<br>Simeonof_slip_model_2020: This file records slip we invert at the geometry center of every subfault. <br>slip.grd: slip model grid format<br><br>
DOI: 10.6084/m9.figshare.19207899.v1
title: Data source for Cui GCB 2022

description: Plant functional traits from a 5-ha forest dynamics plot and an adjacent 10-year nutrients-addition experiment.
DOI: 10.6084/m9.figshare.25124067.v1
title: Additional file 2 of Links between the three-dimensional movements of whale sharks (Rhincodon typus) and the bio-physical environment off a coral reef

description: Additional file 2. Interactive 3D-UD of whale shark WS29_2018.
DOI: 10.17632/5d4dhy786k
title: Heparin Precursors with Reduced Anticoagulant Properties Retain Antiviral and Protective Effects That Potentiate the Efficacy of Sofosbuvir against Zika Virus Infection in Human Neural Progenitor Cells

description: Raw data of the figures reported in the published related article: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10609960/
DOI: 10.17632/sy6552x4d3
title: Data for: Interspecific plant competition increases soil labile organic carbon and nitrogen contents

description: Plant competition can impose species-specific effects on the dynamics of soil carbon (C) and nitrogen (N) through rhizosphere processes and litter input. Here, we collected subsoils containing low N from a subtropical forest and planted eight dominant tree species (two deciduous and six evergreens) in these soils in a greenhouse to explore the effects of interspecific plant competition on plant growth, soil C and N contents, and soil C and N mineralization rates after the plants had grown for 12 months. Soil labile organic C and N contents were represented by soil extractable organic C (EOC) and extractable organic N (EON) contents. The relative interaction intensity (RII) of mixed treatments was calculated to quantify the effects of interspecific plant competition.
DOI: 10.6084/m9.figshare.21369921.v2
title: Combining acoustic localisation and high-resolution land cover classification to study predator vocalisation behaviour

description: This dataset contains the results of all acoustic multilaterations performed on vocalisations recorded during the study period ('All_Multilaterations.csv') and the final land cover map used for data analyses ('LandCoverMap_PCA_11m.tif').
DOI: 10.6084/m9.figshare.26928178.v3
title: pyGOT package data

description: This is the data source of dataset API of pyGOT package
DOI: 10.6084/m9.figshare.4798000.v3
title: VFUSE

description: <br>FUSE is a reproducible, internet-scale corpus, and contains 249,376 unique spreadsheets that were extracted from over 26.83 billion pages. We applied SpreadCluster to the FUSE and manually validated 200 groups that were randomly selected from the clustering result. Based on the validated result, we built the VFUSE corpus, containing 188 evolution groups and 1,143 spreadsheets.VFUSE is published associated with our MSR 2017 paper in May 2017. <br>Liang Xu, Wensheng Dou, Chushu Gao, Jie Wang, Jun Wei, Hua Zhong, Tao Huang. SpreadCluster: Recovering Versioned Spreadsheets through Similarity-Based Clustering. In <i>Proceedings of the 14th International Conference on Mining Software Repositories</i> (<b><i>MSR 2017</i></b>), May 2017.<br>
DOI: 10.6084/m9.figshare.c.3623984_d4.v1
title: Additional file 1: Table S1. of Stress granules and RNA processing bodies are novel autoantibody targets in systemic sclerosis

description: Complete list of peptides identified in this analysis. TP number of total peptides mapping to a protein, UP number of unique peptides mapping to a protein, UM number of non-redundant peptides mapping exclusively to a protein, MW molecular weight, Length protein length in amino acids. (XLS 639 kb)
DOI: 10.17632/mky8yz9pn7
title: Data for: Do Speculators Drive Commodity Prices Away From Supply and Demand Fundamentals?

description: These are Stata datasets and Stata code files.
DOI: 10.6084/m9.figshare.11591838.v1
title: Zen meditation neutralizes emotional evaluation, but not implicit affective processing of words

description: Response Time Data and Valence Rating Data. <br>Covariate Tests: Big 5 Test, D2-R, MWT-B<br>Group 0 = Zen group, Group 1 = comparison group
DOI: 10.6084/m9.figshare.22237303.v1
title: Yuan et al. 2023 Vegetation restoration on soil CNP

description: Raw data for Yuan et al. 2023
DOI: 10.6084/m9.figshare.23684484.v1
title: GB-Score Files

description: All files for GB-Score.
DOI: 10.6084/m9.figshare.26771857.v1
title: Designers using AIGC technology survey data

description: The results reveal that: (a) designers’ performance expectancy from AIGC has a strong positive effect on continuous intention; (b) both technology and task characteristics substantially enhance task-technology fit, which in turn indirectly augments continued intention via user satisfaction; (c) an interaction between UTAUT and TTF models enhances performance expectancy through task-technology fit; (d) technostress negatively moderates the impact of performance and effort expectancy, along with social influence and user satisfaction, on continuous intention.
DOI: 10.6084/m9.figshare.27957822.v1
title: Drought Metric NetCDFs

description: Drought metrics for SPI and SPEI as described in: https://doi.org/10.5194/egusphere-2024-2341
DOI: 10.6084/m9.figshare.29094983.v1
title: Size distribution from AFM imaging

description: Nanoparticle diameter for varying duty cycles at P = 30 W and 100 W, obtained from the lognormal distribution of the AFM histogram. The error bars represent the FWHM of the lognormal peak. The inset displays the histogram derived from the AFM image on the left, along with the lognormal fit, highlighting the full width at half maximum points.
DOI: 10.6084/m9.figshare.13350737.v2
title: Reasoning over higher-order qualitative spatial relations via spatially explicit neural network

description: This file contains the data and code to reproduce the results from the paper "Reasoning over higher-order qualitative spatial relations via spatially explicit neural network". Instructions of running the code can be found at README.txt <br> Abstract of the paper: Qualitative spatial reasoning has been a core research topic in GIScience and AI for decades. It has been adopted in a wide range of applications such as wayfinding, question answering, and robotics. Most developed spatial inference engines use symbolic representation and reasoning, which focuses on small and densely connected data sets, and struggles to deal with noise and vagueness. However, with more sensors becoming available, reasoning over spatial relations on large-scale and noisy geospatial data sets requires more robust alternatives. This paper, therefore, proposes a subsymbolic approach using neural networks to facilitate qualitative spatial reasoning. More specifically, we focus on higher-order spatial relations as those have been largely ignored due to the binary nature of the underlying representations, e.g., knowledge graphs. We specifically explore the use of neural networks to reason over ternary projective relations such as between. We consider multiple types of spatial constraint, including higher-order relatedness and the conceptual neighborhood of ternary projective relations to make the proposed model spatially explicit. We introduce evaluating results demonstrating that the proposed spatially explicit method substantially outperforms existing baseline by about 20%.
DOI: 10.6084/m9.figshare.21941582.v2
title: Data.xlsx

description: CBR and UCS of cement stable red mud and geopolymer stable red mud
DOI: 10.6084/m9.figshare.28518812.v1
title: mental health literacy

description: To validate a Chinese version of the Bipolar Disorder Knowledge Scale <i>(BDKS-C)</i>
DOI: 10.17632/3472zggczv
title: Student Teams-Achievement Division, Mathematical Reasoning and Self-efficacy Beliefs

description: This dataset is from a research project aimed at investigating the effect of the Student Teams-Achievement Division (STAD) on students' mathematical reasoning and self-efficacy beliefs. The data were collected from 301 secondary school students aged 14 to 20. The data include participants' demographics, independent variables, dependent variables, mediating variables, and the covariates as applicable to each of the associated prospective manuscripts. The dataset is accompanied by three supplementary files: The R script for a robust ANCOVA procedure, the PROCESS macros for SPSS output, and the Multilevel modeling analysis SPSS output.
DOI: 10.17632/mfgp8vj4st
title: Effect of Heartfulness Meditation on Mental Wellbeing

description: This was a 12-week prospective randomized control study assessing the changes in mental wellbeing with Heartfulness practices.
DOI: 10.6084/m9.figshare.11300534.v1
title: Tree species traits affect the Janzen-Connell effect.rar

description: R code files and associated data for analysis supporting the manuscript, "<b>Tree species traits affect which natural enemies drive the Janzen-Connell effect in a temperate forest</b>".
DOI: 10.6084/m9.figshare.1250073.v1
title: Wiley, Springer and Oxford University Press journal subscription figures - Russell Group Universities (2010 - 2014)

description: This dataset contains the amount of money paid by UK Russell Group Universities to Wiley, Springer, and Oxford University press in each year from 2010 - 2014. The data was obtained by sending FOI requests to each institution, and will make up part of a bigger dataset in the near future. http://dx.doi.org/10.6084/m9.figshare.1186832
DOI: 10.17632/ktn6yh432p
title: Replication Package: Macroeconomic Perceptions, Financial Constraints, and Anomalies

description: This is the replication package for the paper "Macroeconomic Perceptions, Financial Constraints, and Anomalies" by Wei He, Zhiwei Su, and Jianfeng Yu, published in the Journal of Financial Economics.
DOI: 10.6084/m9.figshare.25199786.v1
title: HIR Project Data Summary

description: We analysed the performance of one of the world’s largest nature-based offset types: human-induced regeneration projects under Australia’s carbon offset scheme. The projects are supposed to involve the human-induced regeneration of permanent even-aged native forests through changes in land management. We analysed 182 projects and found the credited regeneration has largely not occurred. Changes in woody vegetation cover within the areas that have been credited also largely mirror changes in adjacent comparison areas, outside the projects, suggesting the changes are attributable to factors other than the project activities. The dataset contains summary data on the 182 projects in the sample.
DOI: 10.17632/bxcz7gbbp9
title: Mechano-structural Characterizations of Arterial ECM Changes in PAH

description: This dataset provides a mechano-structural characterization of arterial extracellular matrix (ECM) changes in pulmonary arterial hypertension. It is organized into two main folders:

AFM Measurement Data – This folder contains atomic force microscopy (AFM) data assessing arterial stiffness in the pulmonary artery. It includes multiple subfolders, each corresponding to separate measurements from all layers of pulmonary artery and aorta in different animals.

Imaging Data – This folder contains second harmonic generation (SHG) and two-photon fluorescence excitation images of arteries, highlighting their two major fibrillar ECM components—collagen and elastin.

In the filenames:

"PA" and "AR" refer to the main pulmonary artery and aorta, respectively.
"I", "M1", "M2", and "A" denote different arterial layers: intimal, medial 1, medial 2, and adventitial layers, respectively.
DOI: 10.17632/nrtt9cvnfg
title: Cell Report Phys Sci - MYD88 iM - Brown et al. - 2025

description: Unprocessed EMSA images, pyrosequencing data, real-time qPCR Cq values, circular dichroism spectra and melting curves, luciferase luminescence readings, MTS absorbance readings, NMR analyses, and FRET fluorescence readings are provided with annotations to the samples and corresponding figures in the manuscript.
DOI: 10.6084/m9.figshare.5126533.v1
title: Supplementary Material for: (Epi)Genetic Analyses of Age-Related Macular Degeneration: Case-Control and Discordant Twin Studies

description: <b><i>Background/Aims:</i></b> Phenotypic discordance in monozygotic (MZ) twin pairs can have an epigenetic or genetic basis. Although age-related macular degeneration (AMD) has a strong genetic component, few studies have addressed its epigenetic basis. <b><i>Methods:</i></b> Using SNP arrays, we evaluated differences in copy number variation (CNV) and allele-specific methylation (ASM) patterns (via methyl-sensitive restriction enzyme digestion of DNA) in MZ twin pairs from the US Twin Study of AMD. Further analyses examined the relationship between ASM and CNVs with AMD by both case/control analysis of ASM at candidate regions and by analysis of ASM and CNVs in twins discordant for AMD. <b><i>Results:</i></b> The frequency of ASM sites differs between cases and controls in regions surrounding the AMD candidate genes <i>CFH</i>, <i>C2 </i>and <i>CFB</i>. While ASM patterns show a substantial dependence on local sequence polymorphisms, we observed dissimilar patterns of ASM between MZ twins. The genes closest to the sites where discordant MZ twins have dissimilar patterns of ASM are enriched for genes implicated in gliosis, a process associated with neovascular AMD. Similar twin-based analyses revealed no AMD-associated CNVs. <b><i>Conclusions:</i></b> Our results provide evidence of epigenetic influences beyond the known genetic susceptibility and implicate inflammatory responses and gliosis in the etiology of AMD.
DOI: 10.6084/m9.figshare.11841906.v1
title: Reduced ecological resilience jeopardises zero loss of biodiversity using the mitigation hierarchy

description: Simulations to show how ecological resilience affects mitigation success.<br>The following repository contains all the script for the following manuscript:<br>Buschke, F.T. & Brownlie, S. (2019) Reduced ecological resilience jeopardises zero loss of biodiversity using the mitigation hierarchy.<br>The files are complete and correct as of 18 December 2019. Please direct any queries or corrections to falko.buschke@gmail.com
DOI: 10.6084/m9.figshare.12111048.v2
title: A new tectonic model between the Madagascar Plateau and Del Cano Rise in the Indian Ocean

description: Total magnetic data and vector magnetic data are attached. These data are used for our submitting manuscript " A new tectonic model between the Madagascar Ridge and Del Cano Rise in the Indian Ocean".Our ms was submitted on January 2021.
DOI: 10.6084/m9.figshare.21893808.v3
title: EWELD

description: <br> This is the dataset for the scientific data paper EWELD: A Large-Scale Industrial and Commercial Load Dataset in Extreme Weather Event
DOI: 10.6084/m9.figshare.23633757.v1
title: Virtual Superlens

description: This MATLAB code reproduces the plots in"Subwavelength terahertz imaging via virtual superlensing in the radiating near field"by Alessandro Tuniz and Boris T. KuhlmeyNature Communications <b>14</b>, 6393 (2023)https://doi.org/10.1038/s41467-023-41949-5Please cite the above paper when using any part of this code.Written by Alessandro Tuniz (2023)Tested with MATLAB 2022bRequires MATLAB Curve Fitting Toolbox (cftool) and Image Processing ToolboxTo execute code, unzip folder and run MATLAB files - instructions are in the commentsMAIN_Fig2_Fig3_numerical_examples.m reproduces Fig. 2 and 3 as needed - see comments for detailsMAIN_Fig4_double_aperture_experiment.m reproduces Fig. 4 as needed - see comments for detailsMAIN_Fig5_THZ_letters_experiment.m reproduces Fig. 5 as needed - see comments for detailsMAIN_SuppFig_4_SuppFig_5 reproduces Suppl. Fig. 4 and 5 as needed - see comments for detailsExpected run time for each file is ~1 minute on a normal desktop computerSoftware License: CC BY 4.0email: alessandro.tuniz@sydney.edu.au
DOI: 10.6084/m9.figshare.26076076.v1
title: Supplementary Material for: Plasma adiponectin levels in relation to chronic hepatitis B infection progression to liver cancer milestones: a Prospective study

description: Introduction: Our previous nested-case-control study demonstrated elevated adiponectin increased liver cirrhosis and HCC risk in HBV carriers. We extended the analysis to the whole REVEAL-HBV cohort to prospectively evaluate whether adiponectin directly affected end-stage liver diseases, or through affecting HBV progression. 
Methods: Baseline plasma adiponectin were determined to investigate the association between adiponectin and subsequent HBeAg, HBsAg and HBV DNA seroclearance, and the development of cirrhosis, HCC and liver-related death. Whether HBV characteristics modify the adiponectin-milestones associations was also examined.
Results: Among 3931 HBsAg(+)/anti-HCV(-) REVEAL-HBV participants, 3684 had sufficient biosamples left for adiponectin assay. Elevated adiponectin was associated with higher chance of HBeAg seropositive, high HBV viral load (&gt;2x105 IU/mL) and high HBsAg titers (&gt;1000 IU/mL) in a dose-response manner (OR=2.21, 95% CI: 1.52 – 3.22; OR= 2.08, 95% CI: 1.45 – 3.00 and OR= 1.91, 95% CI: 1.45 – 2.50 for Q5 vs. Q1, respectively). Those with the highest quintile had a lower chance of achieving HBsAg (HR=0.48, 95% CI: 0.27 – 0.85), HBeAg (HR=0.71, 95% CI: 0.50 – 1.00), and HBV DNA seroclearance (HR=0.61, 95% CI: 0.43 – 0.88), and higher chance of developing liver cirrhosis (HR=2.73, 95% CI: 1.87 – 3.98), HCC (HR =2.51, 95% CI: 1.52 – 4.15), and died from liver-related causes (HR=2.40, 95% CI: 1.49 – 3.85). HBV genotype significantly modified the adiponectin-HCC (Pinteraction = 0.005) and adiponectin-liver deaths associations (Pinteraction = 0.0157), with higher risk among genotype C.
Conclusions: Elevated adiponectin is consistently associated with all important chronic HBV infection milestones towards progression to liver cancer. The exact mechanism of how adiponectin mediate HBV infection toward carcinogenesis remains unclear and warrant further investigation. Disentangling this may help us in finding new HBV treatment target, biomarker in HBV surveillance to identify high risk patients, or even cancer prevention.