cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21942/uva.27678789.v1
title: Raw EEG data: Spatiotemporal Dynamics of Action Affordance Processing and lackingalignment in DNN models

description: Raw EEG data of 19 participants.
DOI: 10.6084/m9.figshare.13661492.v1
title: L-PGC simulation

description: Simulation dataset in which the expression reflect a pre-defined gene-gene correlation<br>
DOI: 10.6084/m9.figshare.26709641.v1
title: Additional file 1 of Green and sustainable AI research: an integrated thematic and topic modeling analysis

description: Additional file 1. Dataset used in this study.
DOI: 10.6084/m9.figshare.28233902.v2
title: Simulated Signal Data and Python Code for Peak Parameter Estimation

description: This dataset includes:<b>Simulated Signal Data</b>: Lorentzian and Gaussian profile signals generated under various conditions for use in spectral analysis. <b>Python Code</b>: Scripts used for curve fitting to extract peak parameters (intensity, bandwidth, area, and position) from the simulated signal data. These resources were developed to support the study on the precision of peak parameter estimation under the Poisson noise limit.
DOI: 10.17632/dc3797vf3t
title: Students_Academic_ Performance_Evaluation_Dataset

description: 31 features and 1195 individuals make up the publicly accessible dataset in a data repository. The Excel file that is part of the "Students Performance data set" folder contains the dataset. The 1195 rows and 31 columns of the Excel file provide information about the academic and non-academic data of the students. A student's question and response, gathered via an online survey form, are displayed in each row of an Excel file. The intended audience consisted of computer science and engineering department students at a private institution in Bangladesh.37,045 main data points were gathered via this survey. There are two categories of features: integer and nominal. Gender, merit scholarship, using university transportation, learning mode, English Skills, probation, suspension, faculty consultancy, relationship status, participation in extracurricular activities, living status political engagement, health issue, physical disability, SGPA, and CGPA are the nominal features. The HSC passing year, university admission year, study hours per day, frequency of study hours per day, social media time, and class attendance are the integer features.
Based on the present CGPA, SGPA, class attendance, daily study hours, frequency of study, social media time, and English proficiency, the targeted column, "student status," has been chosen.
DOI: 10.6084/m9.figshare.19335680.v1
title: Machine learning codes for predicting vapor intrusion attenuation factors

description: The uploaded file contains the USEPA's vapor intrusion database and the corresponding machine learning codes for predicting attenuation factors.<br>
DOI: 10.6084/m9.figshare.20455253.v1
title: Influence of mechanical power and its components on mechanical ventilation in SARS-CoV-2

description: ABSTRACT Objective: To analyze the influence of mechanical power and its components on mechanical ventilation for patients infected with SARS-CoV-2; identify the values of the mechanical ventilation components and verify their correlations with each other and with the mechanical power and effects on the result of the Gattinoni-S and Giosa formulas. Methods: This was an observational, longitudinal, analytical and quantitative study of respirator and mechanical power parameters in patients with SARS-CoV-2. Results: The mean mechanical power was 26.9J/minute (Gattinoni-S) and 30.3 J/minute (Giosa). The driving pressure was 14.4cmH2O, the plateau pressure was 26.5cmH2O, the positive end-expiratory pressure was 12.1cmH2O, the elastance was 40.6cmH2O/L, the tidal volume was 0.36L, and the respiratory rate was 32 breaths/minute. The correlation between the Gattinoni and Giosa formulas was 0.98, with a bias of -3.4J/minute and a difference in the correlation of the resistance pressure of 0.39 (Gattinoni) and 0.24 (Giosa). Among the components, the correlations between elastance and driving pressure (0.88), positive end-expiratory pressure (-0.54) and tidal volume (-0.44) stood out. Conclusion: In the analysis of mechanical ventilation for patients with SARS-CoV-2, it was found that the correlations of its components with mechanical power influenced its high momentary values and and that the correlations of its components with each other influenced their behavior throughout the study period. Because they have specific effects on the Gatinnoni-S and Giosa formulas, the mechanical ventilation components influenced their calculations and caused divergence in the mechanical power values.
DOI: 10.6084/m9.figshare.25745004.v1
title: Genome of Mylopharyngodon piceus

description: The genome of Mylopharyngodon piceus, assembled by ONT R9.4.1 long-read data.
DOI: 10.6084/m9.figshare.28395554.v2
title: Supplementary Data 1

description: Physiological metrics on coral experiments and tank temperature from the study including a readme file, (a) symbiont density, (b) thermal conditions in experimental tanks, (c) chlorophyll <i>a </i>concentrations, (d) lipid raw data, and (e) lipid biomass data.
DOI: 10.6084/m9.figshare.28510277.v1
title: DOC concentration and yield in forested headwater catchments (S30°- N70°)

description: This dataset provides comprehensive information on dissolved organic carbon (DOC) concentrations and yields in forested headwater streams, integrated with multiple data sources alongside the <b>HydroBASINS database</b>. It spans over <b>90,000 forested headwater catchments</b> located between <b>30°S and 70°N</b>, covering a total area of approximately <b>2.4 × 10⁷ km²</b>.
DOI: 10.6084/m9.figshare.28596365.v1
title: Expansion potential of <i>Heterococcus</i> algae over building materials in the temperate climate zone

description: This dataset contains raw data of the analysis of Heterococcus caespitosus growth on culture media with different pH and high salinity levels. The study was performed as a part of the scientific grant UMO-2021/43/D/NZ9/00804 to assess the potential of this aerophytic algae dispersion over building materials in Poland.
DOI: 10.6084/m9.figshare.29035586.v1
title: datasets

description: Processed datasets in Stage 2 of scMultiBench project in Nature Methods Register Report study. The Stage 1 protocol for this Registered Report can be found at https://springernature.figshare.com/articles/journal_contribution/Multi-task_benchmarking_of_single-cell_multimodal_omics_integration_methods/26789902.<br>
DOI: 10.17632/v9dkw64s6c
title: Immune dysregulation and autoreactivity correlate with disease severity in SARS-CoV-2-associated multisystem inflammatory syndrome in children. Ramaswamy et al. 2021 Supplementary Tables

description: Multisystem inflammatory syndrome in children (MIS-C) is a life-threatening post-infectious complication occurring unpredictably weeks after mild or asymptomatic SARS-CoV2 infection in otherwise healthy children. Here, we define immune abnormalities in MIS-C compared to adult COVID-19 and pediatric/adult healthy controls using single-cell RNA sequencing, antigen receptor repertoire analysis, unbiased serum proteomics, and in vitro assays. Despite no evidence of active infection, we uncover elevated S100A-family alarmins in myeloid cells and marked enrichment of serum proteins that map to myeloid cells and pathways including cytokines, complement/coagulation, and fluid shear stress in MIS-C patients. Moreover, NK and CD8 T cell cytotoxicity genes are elevated, and plasmablasts harboring IgG1 and IgG3 are expanded. Consistently, we detect elevated binding of serum IgG from severe MIS-C patients to activated human cardiac microvascular endothelial cells in culture. Thus, we define immunopathology features of MIS-C with implications for predicting and managing this SARS-CoV2-induced critical illness in children.
DOI: 10.6084/m9.figshare.23500758.v1
title: Genbank files corresponding to plasmids pTi6.2, pTi932 and pTi1078.

description: Complete Ti plasmid sequences pTi932, pTi1078 and pTi6.2 were re-annotated using Prokka Version 1.14.5 (Seemann, 2014). Furthermore, sequences of interest were functionally annotated through blastp comparison against the NCBI nonredundant (nr) protein database (https://blast.ncbi.nlm.nih.gov/Blast.cgi; Last accessed on January, 2023). Insertion sequence (IS) elements were identified using ISEscan version 1.7.2.3 (Xie & Tang, 2017). Annotations were manually curated.
DOI: 10.6084/m9.figshare.26294932.v1
title: adn3470_data

description: Single cell sequencing data of the manuscript "Effector-memory-type Regulatory T cells Display Phenotypic and Functional Instability" submitted by Wendering et al. to<i> </i><i>Science Advances</i>.
DOI: 10.6084/m9.figshare.12210626.v1
title: Effects of an array of widely separated vertical cylinders on time-averaged properties of progressive monochromatic waves

description: ABSTRACT The design of monopile foundations for offshore wind farms, the estimate of wave loads, and the effect of the structures on the environment usually consider one single vertical cylinder. This choice is based on the size of the ratio cylinder diameter to wavelength, and on the large distances between turbines. However, for large arrays of monopiles, the ensemble effect must be investigated. This study addresses monochromatic wave propagation through a rectangular array of four cylinders 800 m and 300 m apart, considered here as the fundamental geometry for an arbitrary array of monopiles turbines. Results for bottom velocities, mean water level, mass transport, and radiation stress tensor in the presence of the array are compared with those for a single cylinder. The numerical model WAMIT® is used to compute the potential velocity solution. Relevant spatial variations were found, especially for radiation stresses, for different periods and directions of propagation. Diffraction effects on the wave field by the array are significantly stronger than the superposition of individual effects of isolated cylinders under the same conditions. Impacts of the entire wind farm on bottom morphodynamics near the foundations, on the design loads, and on the wave climate past the wind farm are discussed.
DOI: 10.6084/m9.figshare.14664903.v2
title: Regression Analysis and figures.xlsx

description: Flow cell data evaluating impact of cosolvent on the interphase mass transfer
DOI: 10.6084/m9.figshare.22732286.v2
title: OR clades classification

description: Text files named according to the OR sublades contain the sequences names that belong to this clade. <br>
DOI: 10.6084/m9.figshare.27617424.v1
title: Data

description: Data in the paper.
DOI: 10.6084/m9.figshare.5032286.v1
title: GRID release 2017-05-22

description: A database of over 74,000 research institutes with persistent identifiers.<br>New institutes added from: - Grant data from the USA and Canada<br> - Worldwide data from other sources<br>QA: - Addition of missing geographical information (lat/long) - Resolved duplicate institutes - Data and relationship review of US DOD and sub-agencies<br>Note: the geonames information is from geonames.org and licensed as CC-BY 3.0.
DOI: 10.17632/b4wxxx898n
title: Matching, Centrality and the Urban Network

description: This dataset contains all relevant replication material related to "Matching, Centrality and the Urban Network", by Benoit Schmutz and Modibo Sidibe, to appear in the Journal of Urban Economics
DOI: 10.17632/b8wdzcjx69
title: Data of expectation and satisfaction questionnaires about whale watching activity

description: This study examines the alignment between whale-watching (WW) experiences and tourist expectations in three North Atlantic destinations. As marine wildlife tourism, above all whale watching, gains popularity, it is vital to strike the right balance between tourist satisfaction and ecological conservation. Whale watching is now a global tourist trend, with locations like the Canary Islands and the Azores rapidly becoming prime spots for these activities. These locations attract a significant number of tourists with varying recreational interests and diverse perceptions of each destination and its natural resources.

While often marketed as sustainable tourism, the ecological impacts of whale watching are a matter of concern, especially in the region of Macaronesia, where cetaceans are under increased exposure to commercial and recreational vessels. These factors contribute to changing dynamics in stakeholder perceptions and in the management of marine resources. 

The findings here highlight how perceptions and images of whale watching evolve and how these changes influence stakeholder behavior and preferences. Evolving whale-watching practices may reinforce or diminish conservation and environmental education images. By addressing the balance between tourist satisfaction, operational guidelines and conservation efforts, this research aims to promote more sustainable practices in marine wildlife tourism, ensuring ecological integrity and enriching experiences for visitors.
DOI: 10.17632/frh2dsw79t
title: Public Attitude towards EVs

description: These tables and figures are derived from the analysis of primary data gathered through questionnaires, with additional documents serving as supporting materials for the research article entitled "Attitude Formation toward Electric Vehicles in Emerging Markets: the Mediating Effect of Environmental Concern".
DOI: 10.17632/j9ypzmdx5n
title: GapExtractor

description: GapExtractor© is a free software designed to determine the band gap energy of powder samples (semiconductors and insulators) by analyzing their diffuse reflectance (DR) spectra. This analysis is based on the Tauc-method and the DR theory developed by Kubelka and Munk. By downloading and using GapExtractor©, you agree to cite the software and the original source describing the method. Please cite them as: (1) A. Escobedo-Morales, I. I. Ruiz-López, M. de L. Ruiz-Peralta, L. Tepech-Carrillo, M. Sánchez-Cantú, J. E. Moreno-Orea, Automated method for the determination of the band gap energy of pure and mixed powder samples using diffuse reflectance spectroscopy. Heliyon 5 (2019) e01505. doi:10.1016/j.heliyon.2019.e01505. (2) A. Escobedo-Morales, I. I. Ruiz-López. GapExtractor v1.0 (2018). doi:10.17632/j9ypzmdx5n.1.
DOI: 10.6084/m9.figshare.25260280.v1
title: hgdp_wgs.20190516.full.chr21.vcf.gz

description: human genome
DOI: 10.6084/m9.figshare.28439948.v1
title: <b>Shoulder-VX: A Video Dataset of Shoulder Exercises Performed in Natural and Realistic Conditions</b>

description: <b>Shoulder-VX</b> comprises high-quality video footage of subjects performing four shoulder exercises <i>(standing barbell push press, double dumbbell external shoulder rotation, dumbbell front raise and dumbbell overhead press) </i>in natural and realistic conditions. The videos were hand-recorded using a GoPro Hero 5 Black Edition at 1080p and 60fps, ensuring detailed and stable footage for accurate analysis of shoulder kinetics.
DOI: 10.6084/m9.figshare.29149703.v1
title: Experiment information

description: The ExpInfo.mat contains the following information:<br>subjects: the random ID for all participants, which is also the file name for the MEG dataPTBFiles: file names for the Psychtoolbox dataEyeFiles: file names for the eye movement dataBadSensor: bad MEG sensors for each participant, data from the bad sensors were excluded/removed from further analysis, resulting in different numbers of MEG sensors in the epoch data across participantsTrigger: trigger numbers and the represented eventsCondID: the numbers that are used to index two conditionsCondName: condition namesEventHdr: header information about the columns in the epoch data (trailinfo)SentenceVersion: Which version of the sentence stimuli was usedTrackRightEye: participants' ID who were tracked in the right eye (most participants were tracked in the left eye)Gender:Age:MRIcode: nan indicated no T1 images from this participant, thus, the MNI template was used instead in the source localisation analysisTagSigSubID: ID of participants who have more than one tagging response sensor in the procedure of tagging-sensor-selectionlocalisation
DOI: 10.6084/m9.figshare.5122906.v1
title: Supplementary Material for: A Lentiviral CXCR4 Overexpression and Knockdown Model in Colorectal Cancer Cell Lines Reveals Plerixafor-Dependent Suppression of SDF-1α-Induced Migration and Invasion

description: <i>Background:</i> The development of distant metastasis is associated with poor outcome in patients with colorectal cancer (CRC). The stromal cell-derived factor-1 (SDF-1) and its receptor CXC chemokine receptor 4 (CXCR4) have pivotal roles in the chemotaxis of migrating tumor cells during metastasis. Thus, hampering the SDF-1/CXCR4 cross-talk is a promising strategy to suppress metastasis. <i>Methods:</i> We investigated the invasive behavior of the lentivirally CXCR4overexpressing CRC cell lines SW480, SW620 and RKO in chemotaxis and invasion assays toward an SDF-1α gradient. Low endogenous CXCR4 expression levels were determined by quantitative realtime polymerase chain reaction (PCR) and fluorescence-activated cell sorting (FACS) analyses. <i>Results:</i> A lentiviral CXCR4 overexpression and knockdown model was established in these CRC cells. In transwell migration assays, CXCR4 overexpression favored chemotaxis and invasion of cells in all 3 lines depending on an SDF-1α gradient (p &lt; 0.001 vs. untransduced cells). Functional CXCR4 knockdown using lentiviral short hairpin RNA (shRNA) vectors significantly decreased the migration behavior in CRC cell lines (p &lt; 0.001), confirming a CXCR4-specific effect. Pharmacologic inhibition of the SDF-1α/CXCR4 interaction by the bicyclam Plerixafor<sup>TM</sup> at 100 µM significantly abrogated CXCR4-dependent migration and invasion through Matrigel<sup>TM</sup> (SW480, SW620, RKO; p &lt; 0.05). Conclusion: Our results indicate that a CXCR4-antagonistic therapy might prevent tumor cell dissemination and metastasis in CRC patients, consequently improving survival.
DOI: 10.6084/m9.figshare.8869841.v1
title: Whole Slide Image of Canine Mast Cell Tumor, ID 3

description: Whole Slide Image of Canine Mast Cell Tumor, part of the MITOS_WSI_CCMCT data set.
DOI: 10.17632/53cx78gdtc
title: Survey Dataset on Users Intention to Use Open Government Data during Pandemic Covid-19 in Indonesia

description: The datasets designated in this article were collected in two months between June and July 2020 by distributing self-administered questionnaire through online google form. The aim of study was to investigate the factors Influencing users' acceptance of open government data (OGD) in Indonesia.
DOI: 10.17632/r5pphzndxb
title: Investigating patterns in aluminum distribution and stability in mordenite zeolite structure: Analysis and theoretical conclusions from existing experimental data

description: Optimized configurations for mordenite framework resulted from the isomorphic substitution of 7 to 8 Si atoms by Al atoms in the unit cell.
DOI: 10.17632/w9sx27xnbx
title: Merged_GEM_WorldBank_WorldValuesSurvey_WALS

description: Merged dataset from 20 years of GEM Adult Population Survey, World Bank Data, World Atlas of Language Structures, World Values Survey, and Varieties of Democracy Index
DOI: 10.17632/zn3cyzm7r5
title: Codes for the article “The impact of the Chilean Pension Fund Withdrawals on the future retirement income of the Social Security affiliates and their households”

description: These codes help to replicate all the empirical analysis in the article “The impact of the Chilean Pension Fund Withdrawals on the future retirement income of the Social Security affiliates and their households”, Journal of Pension Economics and Finance, revise and resubmit. Authors: Alejandra Inzunza and Carlos Madeira. All codes are in Stata format.
DOI: 10.6084/m9.figshare.11756973.v1
title: Evaluation of FAO-56 Penman-Monteith Model Using Alternative Climatic Data Application to Afghanistan

description: Abstract The Penman-Monteith model with alternative and measured data in three regions of Afghanistan (Central-North- East) was discussed by estimating reference evapotranspiration (ET0). The result showed that in the high rate of ET0, the difference between ET0 that estimated using alternative and measured data could be more than 2 mm day-1 when using alternative humidity and wind data in the Central region. Because there is a windy season in the Central region only, the results seem to mean that one of the cases, the impact of the windy season on the Penman-Monteith model, has been found. The alternative solar radiation was effective in any region.
DOI: 10.6084/m9.figshare.16803472.v1
title: Questionnaire and Dataset

description: File named F1000~1.xls contained the dataset comprises of demographic of external auditors, data analytics competency items, religiosity items and performance.<br>File named Instrument for F1000Research.pdf contained the blank questionnaire used in this study to collect data on demographic profile, data analytics, religiosity and performance of the external auditors
DOI: 10.6084/m9.figshare.19738888.v1
title: models of HD-BET brain extraction tool.

description: model parameters
DOI: 10.6084/m9.figshare.24764403.v7
title: Navigation strategies in <i>Caenorhabditis elegans</i> are differentially altered by learning

description: The S1_Data.xlsx file contains numerical data to produce figure panels in the paper.Data set for analysis and to generate figures in the paper is in the data4plot folder, with the note.txt for details. Please use the Zenodo code to call them and generate figure panels.Additionally, raw tracking data for different strains and learning conditions are included for further exploration.
DOI: 10.6084/m9.figshare.28254002.v2
title: Figure S1-4 and Table S1-2

description: <b>Mechanistic Insights into SENP1 and OCT4 Interaction in Promoting Drug Resistance and Stem Cell Features in Colon Cancer</b>Figure S1-4 and Table S1-2
DOI: 10.6084/m9.figshare.28940609.v1
title: Colorectal Cancer Histopathological Tissue Image Dataset：HMU-CRC-Clinical

description: This dataset is a collection of various histological tissue types from human colorectal cancer histology images. Specifically, all images have undergone strict quality control and were carefully selected by multiple pathologists to generate representative tissue images. Each image belongs to one of the following eight tissue categories: adipose tissue (ADI), cellular debris (DEB), lymphocytes (LYM), mucus (MUC), smooth muscle (MUS), normal colon mucosa (NORM), cancer-associated stroma (STR), and colorectal adenocarcinoma epithelium (TUM). The dataset includes 500 surgically resected specimens, resulting in a total of 550,000 high-resolution images.
DOI: 10.6084/m9.figshare.3553446.v1
title: Appendix A. Additional details on data, model development, and analysis results.

description: Additional details on data, model development, and analysis results.