cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13160165.v1
title: Active Faults of El Salvador

description: This data set contains three compressed files with information on Active Faults in El Salvador. The methodology used can be found in the publication “Martínez-Díaz et al. (2020): Active Faults of El Salvador. Journal of South American Earth Sciences. https://doi.org/10.1016/j.jsames.2020.103038 <br> -Fault Traces: This compressed file contains the traces of all active faults identified in El Salvador from geomorphological and field work data. <br> -Major Faults: This file contains the Shapefile format traces of the major faults interpreted in El Salvador. <br> -Table Faults: Table in “csv” format containing information of all fault traces that are interpreted as sections of a major faults. In some cases the major faults include only one section <br> Table headers: -ID: Identification number; -Name_Section: name of the trace interpreted as a section of a major fault; -Name_Fault: name of the major fault -Length Section (m): Length in km of the section. -Strike: Strike of the fault section. -Length Fautl: Length of the major fault -Mw1: Maximum magnitude (Mw) calculated using the empirical relationship of Stilrling et al. (2008) - Mw1=4.18+2/3logW+4/3logL (W = 5 km), -Mw2: Maximum magnitude (Mw) calculated using the empirical relationship of Wesnousky,(2008) Mw2=5.56+0.87logL. p { margin-bottom: 0.25cm; line-height: 115%; background: transparent } a:link { color: #000080; so-language: zxx; text-decoration: underline }p { margin-bottom: 0.25cm; line-height: 115%; background: transparent } This data set contains three compressed files with information on Active Faults in El Salvador. The methodology used can be found in the publication: “Martínez-Díaz et al. (in press): Active Faults of El Salvador. Journal of South American Earth Sciences. <br> -Fault Traces: This compressed file contains the traces of all active faults identified in El Salvador from geomorphological and field work data. <br> -Major Faults: This file contains the Shapefile format traces of the major faults interpreted in El Salvador. <br> -Table Faults: Table in “csv” format containing information of all fault traces that are interpreted as sections of a major faults. In some cases the major faults include only one section <br> Table headers: <br><br> -ID: Identification number; -Name_Section: name of the trace interpreted as a section of a major fault; -Name_Fault: name of the major fault -Length Section (m): Length in km of the section. -Strike: Strike of the fault section. -Length Fautl: Length of the major fault -Mw1: Maximum magnitude (Mw) calculated using the empirical relationship of Stilrling et al. (2008) - Mw1=4.18+2/3logW+4/3logL (W = 5 km), -Mw2: Maximum magnitude (Mw) calculated using the empirical relationship of Wesnousky,(2008) Mw2=5.56+0.87logL.
DOI: 10.6084/m9.figshare.16860031.v1
title: Nature Careers job and salary satisfaction survey 2021

description: Anonymised raw data and questionnaire for Nature Careers' job and salary satisfaction survey 2021. The survey attracted more than 3,200 responses globally and provides real insights into the challenges faced by researchers by the pandemic and beyond.
DOI: 10.6084/m9.figshare.3519284.v1
title: Appendix A. Expanded methods.

description: Expanded methods.
DOI: 10.6084/m9.figshare.7237553.v2
title: Microalgae Reused Growth Medium Experiments Dataset

description: This dataset includes data collected during three experiments designed to test the growth response of marine microalgae and the dissolve organic carbon accumulation in reused growth medium. Metadata includes descriptions of variables in each data table. <br>More information about the experiments and data collection methods are available in the following open access publication that accompanies this dataset. Please cite this publication as well if using the dataset: <br>Loftus SE and Johnson ZI (2019) Reused Cultivation Water Accumulates Dissolved Organic Carbon and Uniquely Influences Different Marine Microalgae. <i>Front. Bioeng. Biotechnol.</i> 7:101. doi: 10.3389/fbioe.2019.00101<br>
DOI: 10.15468/dl.8frgsb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoderma macrops Vaillant, 1886",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((6.1346 -1.4131,6.0095 -1.0885,5.5445 -0.9058,5.2269 -1.0828,5.1089 -1.4368,5.2587 -1.812,5.5948 -1.957,6.0445 -1.7393,6.1346 -1.4131))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013518-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.1348841.v4
title: Grid convergence of PyGBe with a spherical molecule near spherical surface

description: Reproducibility package containing data, running script, plotting script and final plot of grid-convergence study for a spherical molecule near a charged surface.The running script invokes the open-source bioelectrostatics solver PyGBe with the given input data, computes the solvation plus surface energy and the error with respect to the analytical solution, and plots the final result of convergence. This result is part of the following publication:—<strong>"Poisson–Boltzmann model for protein-surface electrostatic interactions and grid-convergence study using the PyGBe code,"</strong> Christopher D. Cooper and Lorena A. Barba, Comput. Phys. Comm. (2016) doi:10.1016/j.cpc.2015.12.019 PyGBe solves biomolecular electrostatics problems using an implicit-solvent model (Poisson-Boltzmann) and it uses GPU hardware for fast execution. It is written in Python, PyCUDA and CUDA. More information about the PyGBe code in: —<em>"Validation of the PyGBe code for Poisson-Boltzmann equation with boundary element methods."</em> Christopher Cooper, Lorena A. Barba. figshare. http://dx.doi.org/10.6084/m9.figshare.154331 —"A biomolecular electrostatics solver using Python, GPUs and boundary elements that can handle solvent-filled cavities and Stern layers", Christopher D. Cooper, Jaydeep P. Bardhan, L. A. Barba. <em>Comput. Phys. Comm.</em>, <strong>185</strong>(3):720–729 (March 2014). 10.1016/j.cpc.2013.10.028 // Preprint arXiv:1309.4018 <strong>Acknowledgement:</strong> This research is made possible by support from the Office of Naval Research, Applied Computational Analysis Program, N00014-11-1-0356. LAB also acknowledges support from NSF CAREER award OCI-1149784.
DOI: 10.6084/m9.figshare.14607531.v2
title: R Script for Cell Count and Geochemistry Plots

description: R script used to make plots of averaged cell count and geochemistry data from microcosm experiments.
DOI: 10.6084/m9.figshare.6025238.v4
title: DEMETER2 data

description: Cancer cell line genetic dependencies estimated using the DEMETER2 model. DEMETER2 is applied to three large-scale RNAi screening datasets: the Broad Institute Project Achilles, Novartis Project DRIVE, and the Marcotte et al. breast cell line dataset. The model is also applied to generate a combined dataset of gene dependencies covering a total of 712 unique cancer cell lines. For more information visit https://depmap.org/R2-D2/. <br>Visit the Cancer Dependency Map portal at https://depmap.org to explore related datasets. Email questions to depmap@broadinstitute.org <br>This dataset includes gene dependencies estimated using the DEMETER2 model, the raw input datasets used to fit the models, as well as associated metadata. See Readme file for more details about the dataset contents and version history.<br>-------------------------------------------------------------------Version history: (see README for more details)-------------------------------------------------------------------v1: Initial data release<br>v2: - Removed small number of non-human genes (e.g. GFP, RFP) from shRNA-to-gene mapping - Updated cell line names to be consistent with DepMap names, according to the following map (old -&gt; new):<br>v3: Added estimated seed effect matrices<br>v4: Added RNAseq and mutation data files used in analysis for manuscript
DOI: 10.6084/m9.figshare.11358584.v1
title: Supplementary Material for: Triple Covered Metal Stent Deployment Using Side-by-Side Technique for Hemobilia due to Hepatocellular Carcinoma (with Video)

description: A hepatocellular carcinoma (HCC) rarely expands into the biliary tract. In this situation, because of its hypervascular nature, cholangitis or hemobilia may sometimes occur. Surgery is one of the options in this situation. However, patients with HCC and bile duct invasion are sometimes in a poor general condition, as in the case presented in this report. For such patients, surgical treatment may need to be invasive. Thus, here we report technical tips for triple covered metal stent deployment using side-by-side technique for hemobilia due to HCC. After guidewire deployments at the left, anterior, and posterior bile ducts, 6-mm covered self-expandable metal stents were placed at each bile duct. This may be useful for high-grade hepatic hilar obstruction due to HCC because drainage and hemostasis effects are obtained.
DOI: 10.6084/m9.figshare.25498354.v1
title: 实验数据

description: All experimental data of CL-Informer.
DOI: 10.6084/m9.figshare.25679793.v1
title: <b>Incidence and risk factors for insulinoma diagnosed in dogs under primary veterinary care in the UK</b>

description: VetCompass cases of insulinoma in dogs.
DOI: 10.6084/m9.figshare.24188787.v1
title: <b>Anthropogenic nutrient inputs cause excessive algal growth for nearly half the world’s population</b>

description: ContainsFinal Analysis Output.xlsx: Current and reference concentrations of DRP, TP, NO3-N and TN along with pivot table analysisCode: Python code used to implement the model in ArcGIS Pro.Models: R code to explore different models for implementation via Python in ArcGIS!geotiffs: GeoTIFF raster files at level 6 of HydroBasins for current, zero human effect and the difference between current and zer human effect.All_contams_DF_L6_Preds_v3: geopackage containing all GIS data.
DOI: 10.6084/m9.figshare.3558570.v1
title: Appendix D. Minimum, mean, and maximum values of explanatory variables included in candidate models for each of the modeled species.

description: Minimum, mean, and maximum values of explanatory variables included in candidate models for each of the modeled species.
DOI: 10.6084/m9.figshare.21708593.v2
title: Emotional Stroop Task - English Version

description: The Emotional Stroop is an experimental task created by Williams, Mathews, and MacLeod (1996) that is based on Stroop's original Stroop task (1935). Individuals were asked to identify the color of the words an emotional or a neutral word shown in a different color without paying attention to the meaning of the word in this test. Individuals display an attentional bias towards emotional words when they take longer to name the color of the letters of an emotional stimulus than a neutral stimulus, a phenomenon known as the interference effect. In determining the words used in the Emotional Stroop Task, this study referred to the CEFI (Concreteness, Emotion, and Subjective Frequency Norms for Indonesian Words) database by Sianipar, van Groenestijn, and Dijkstra (2016). Our word stimuli were selected based on three dimensions: familiarity, valence, and arousal. The experimental stimulus words were chosen by calculating the mean of each word and finding the cut-off point for each dimension in splitting the words into three groups (positive, negative, and neutral words). The cut-off point is determined as a control so that each word category has an equivalent dimension value. For each word utilized as a stimulus in the experiment, this study established the cut-off point for mean familiarity in the range of 4.00-7.39. The valence mean used in this study were &gt;5.5 for positive words, &lt;4 for negative words, and 4.5 &lt; x &lt; 5.0 for neutral words. Finally, in calculating the arousal mean, emotional words must have a greater arousal value than neutral words. Therefore, while positive and negative words have a mean arousal of 5.72 and 5.71 (p &gt; .05), the neutral words have a mean arousal of 4.34 (all ps &lt; .05). In this experiment, the stimuli comprised 120 words, with 40 words in each dimension, namely positive, negative, and neutral words. The words were then randomly assigned to four blocks in the experiment. The Emotional Stroop Task is carried out online and created using the OpenSesame software version 3.3.10 and uploaded on the Mind Probe platform (https://jatos.mindprobe.eu/jatos).
DOI: 10.6084/m9.figshare.20424237.v1
title: DATA

description: Raw data statistics content
DOI: 10.6084/m9.figshare.22122341.v4
title: Supplement 4. 16-day EVI data (MODIS)

description: EVI values from MODIS were extracted for all 4-km gridded points from 2001.
DOI: 10.6084/m9.figshare.25983418.v1
title: GLUCOSE INFLUX ASSAY

description: GLUCOSE INFLUX ASSAY (USING THE 2NBD PROBE) OF CELLS AND SPHEROIDS TREATED WITH CONTRAST AGENTS
DOI: 10.6084/m9.figshare.22773791.v1
title: The genetic evolution of acral melanoma

description: This document contains a case-by-case summary of genetic findings in each of 37 acral melanomas.
DOI: 10.6084/m9.figshare.6875591.v1
title: AOD_monthly_2000-MAR_2017-FEB_from_MISR_L3_JOINT.nc

description: The monthly mean AOD for total aerosols (hereafter referred to as total AOD), non-absorbing aerosols (non-absorbing AOD), absorbing aerosols (absorbing AOD), and non-spherical aerosols (non-spherical AOD) for the wavelength of 558 $nm$ over the 17-year period from March 2000 through February 2017. The monthly mean AODS were calculated using the Multi-angle Imaging SpectroRadiometer (MISR)'s Level 3 Joint Aerosol Product.
DOI: 10.11583/dtu.9771722.v1
title: HAWC2 input data and statistics of time series for slightly modified versions of the DTU10MW and IEA10MW wind turbines for DLC1.2

description: HAWC2 input files and statistics of the time series for the slightly modified versions of the DTU10MW and IEA10MW turbines as used for studying the effect of geometric non-linear model fidelities. This data set is used in the publication "The effects of blade structural model fidelity on wind turbine load analysis and computation time". Please note that the versions of the DTU andIEA10MW models used here are slightly different compared to the original models: the DTU10MW has a small offset on the blade twist distribution, and the IEA10MW has a different drive train mass and inertia.<br>
DOI: 10.6084/m9.figshare.23749179.v1
title: Range map data of marine ecosystem structuring species

description: Range map data, encompassing 980 marine ecosystems structuring species of seagrasses, kelp forests, fucoids, and cold-water corals, were generated using machine learning algorithms linked with datasets of occurrence records and biologically relevant predictor variables. These data comprise predictive habitat suitability maps for each species under present-day conditions and future climate change scenarios at a global scale, along with uncertainty maps depicting the standard deviation of predictive responses. The performance of the models was assessed under a cross-validation framework, and the relative contribution, as well as physiological tolerance limits (tipping points) for each predictor variable, were determined.<br>
DOI: 10.6084/m9.figshare.25992880.v1
title: Biogas production registry.xlsx

description: Biogas registry
DOI: 10.6084/m9.figshare.8120912.v1
title: Conformers Dataset

description: Dataset for the publication: Bayesian Optimization for Conformer Generation
DOI: 10.6084/m9.figshare.19243605.v1
title: ancestral eudicot karyotype(AEK)

description: ancestral eudicot karyotype(AEK)
DOI: 10.6084/m9.figshare.28182251.v3
title: A high-resolution electric vehicle charging transaction dataset with multidimensional features in China

description: This dataset offers references for identifying electric vehicle (EV) user behaviors and extracting charging fault factors from multiple aspects, supporting research applications in EV charging facility planning, EV charging and discharging management, and charging economic evaluation.Contents:human readable metadata summary table in CSV format.data preprocessing and partial plotting code file in .py format.<br>
DOI: 10.6084/m9.figshare.28842899.v1
title: Prediction uploaded on April 22 regarding the outcome of the Inter/Milan on April 23

description: Further details about the study are available at the following links:<br>https://osf.io/pcwah<br>https://osf.io/xsb9t
DOI: 10.6084/m9.figshare.16528998.v1
title: COVID-19 survey dataset

description: The impact of the pandemic on parental distress in families with children diagnosed with neurodevelopmental disorders.
DOI: 10.6084/m9.figshare.18092882.v1
title: Queer FanFic 50

description: A small selection of 50 stories drawn from a random sample of queer fanfic from AO3. This is to be paired with the canonical list of short stories.
DOI: 10.6084/m9.figshare.14135144.v5
title: muliti-scale daily SPI dataset over the Mainland China from 1961-2018

description: Our drought dataset serves as a unique resource with daily resolution to a variety of research communities including meteorology, geography, and natural hazard studies. The daily SPI dataset developed is free, open and persistent publicly available from this study.
DOI: 10.6084/m9.figshare.12161199.v2
title: Anuran Bioacoustics Data_Panna Tiger Reserve

description: It contain an Excel file of the raw data of call properties measurements of 370 anuran advertisement calls from 37 individual males of 11 species in Panna Tiger Reserve, Madhya Pradesh. It also contains advertisement calls of each species used to produce the oscillograms, spectrograms, power spectrum of the advertisement calls shown in figure five of the manuscript "Determining cryptic diversity of amphibians of Panna Tiger Reserve, central India using integrated approach reveals five new state records".
DOI: 10.6084/m9.figshare.28156892.v1
title: <b>DNA barcode reference library of bush-crickets (Orthoptera: Tettigoniidae) from the Iberian Peninsula</b>

description: <b>Data used for the paper "DNA Barcode Reference Library of Bush-Crickets (Orthoptera: Tettigoniidae) from the Iberian Peninsula"</b><b>Alignments</b>: This folder contains mitochondrial alignments for each subfamily in phyllip format.<b>Phylogenetic Trees</b>: This folder contains phylogenetic trees for each subfamily, estimated using IQ-TREE2.<br>
DOI: 10.6084/m9.figshare.15105831.v2
title: Data Tables

description: Table I reports item number used in the manuscript, chemical formula, space group, superconducting critical temperature as predicted, pressure at which it has has been predicted, hydrogen fraction $H_f$, of the compound from which the $T_c$ value has been extracted.<br><br>Table II reports the item index, chemical formula, {\it networking value} $\phi$, dominant bonding family assigned, and shortest H-H distance for all the compounds. <br><br>Table III reports the item index, chemical formula, total DOS per electron, hydrogen contribution to the DOS per hydrogen atom, and hydrogen fraction of the DOS at the Fermi energy.<br><br> In the tables the empty cells refer to missing values from the literature or to the impossibility to perform calculations.
DOI: 10.6084/m9.figshare.29136431.v2
title: <b>Local labour market conditions and electoral behaviour in Italy 2006-2022</b>

description: What is the causal impact of local employment dynamics on electoral behaviour? We combine Italian labour market area-level data for four national elections (2008, 2013, 2018 and 2022) with a shift-share IV estimation design to identify how local labour market conditions, captured by changes in the employment rate, affect voter participation and incumbent support. Our baseline estimates show that a 1 p.p. drop in the employment rate yields a significant 0.76 p.p. increase in turnout and a 0.80 p.p. decline in incumbent vote share. Further analyses reveal crucial nuances. First, exploring mediation, we find that higher turnout in response to worsening labour market conditions accounts for roughly one-quarter of the total negative impact on incumbent support via a participation channel. Second, the effects appear driven entirely by adverse conditions: we find strong electoral reactions in areas actually experiencing employment declines, but no significant response where conditions improve, consistent with a protest voting framework. Third, while regional-national partisan alignment slightly moderates effect magnitudes, national accountability for economic performance largely dominates the local electoral reaction.
DOI: 10.4121/uuid:de29c01b-d8a3-44b4-a6d1-45af4c61a919
title: Supplementary materials for the article: Exploratory factor analysis with small sample sizes

description: Supplementary materials for the article: De Winter, J. C. F., Dodou, D., & Wieringa, P. A. (2009). Exploratory factor analysis with small sample sizes. Multivariate Behavioral Research, 44, 147–181.
DOI: 10.6084/m9.figshare.28344134.v1
title: IMPACT OF ENGAGING LEADERSHIP

description: IMPACT OF ENGAGING LEADERSHIP
DOI: 10.6084/m9.figshare.24560773.v1
title: Dataset on the tested and simulated response of thick cold-formed circular hollow sections under cyclic loading

description: "Dataset on the tested and simulated response of thick cold-formed circular hollow sections under cyclic loading"Adam Jan Sadowski, Wei Jun Wong, Sai Chung Simon Li, Christian Málaga-Chuquitaype and Dimitris PachakisUniaxial material tensile testing was performed following standardised procedures (e.g. ASTM A370-14) with an Instron 250kN 8802 dynamic machine, supplemented by extensometers, uniaxial strain gauges and geometry measurements by digital Vernier callipers. The raw data was processed to correct for the load eccentricity caused by the double-curvature of the dog-bone specimens.Cyclic three-point bending tests were performed in a custom-built rig with a displacement-controlled loading protocol introduced by an Instron hydraulic actuator, together with uniaxial strain gauges, string potentiometers and a two-pair (four-camera) digital image correction (DIC) system. The DIC data gathered continuous surface deformation fields in the vicinity of the midspan plastic hinge, subsequently processed with the DaVis v8.4 software and custom-written Matlab code to approximate the local curvature of the neutral axis at this location.Finite element simulations were performed using the ABAQUS commercial software to reproduce the cyclic three-point bending tests which assumed perfect cylindrical geometries but used a kinematic strain hardening model calibrated as far as was possible on the uniaxial ‘half-cycle’ material tensile test data. Test vs. simulation comparisons appear acceptable and may be used for model validation and benchmarking purposes. Matlab code was developed to facilitate this comparison.The original research was funded by a Research Award from the UK Institution of Structural Engineers (IStructE), with additional financial support from COWI UK Ltd.The Authors are grateful for the kind help provided by Mr Leslie Clark, Mr Stefan Algar and Mr Andy Pullen of the Structures Laboratory of Imperial College London.