cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.17113307.v1
title: Updating Global Urbanization Projections Under the Shared Socioeconomic Pathways

description: We updated the global urbanization level from 2015 to 2100 under the SSPs. We provide two projections generated from two data sources (i.e., World Urbanization Prospects (WUP, the 2018 revision) and World Bank (WB)) with time steps of 5 years and 1 year, respectively. The updated dataset of urbanization level has a potential to be widely applied to the study of future socioeconomic development and climate change.
The data projected based on the WUP (2018 revision) database are stored under the 'WUP2018' folder, and the data predicted based on the WB database are stored under the 'WB' folder. The urbanization level and uncertainty for each country and area are stored in ‘.xls’ files named starting with different 'SSPs', and the files ending with ‘SD’ represent the standard deviation of the projections.
In 'WUP2018' folder and 'WB' folder, we also provided files named ‘the 100% urbanization level countries and areas’ contains countries and areas in which urbanization levels were 100% in 2010 or 2009 and assumed their urbanization levels will stay in 100% in the future.
DOI: 10.6084/m9.figshare.7926674.v1
title: Grass Syntenic Gene List sorghum v3 maize v3/4 with teff and oropetium v2

description: This pan-grass synteny list was generated using the methodology described in:<br>Zhang Y, Ngu DW, Carvalho D, Liang Z, Qiu Y, Roston RL, Schnable JC. (2017) “Differentially regulated orthologs in sorghum and the subgenomes of maize.” The Plant Cell doi: 10.1105/tpc.17.00354 bioRxiv preprint doi: 10.1101/120303<br>Here the species analyzed are sorghum (BTx623 version 3), maize (both B73_refgen3 and B73_refgen4, treated as separate species for the purpose of this analysis), Setaria viridis (v1), Setaria italica (Yugu1 v2.2), Oropetium (v1), Brachypodium distachyon, and rice (MSU v7).<br>Both maize v3 and maize v4 were split into subgenomes using the definitions first published in:<br>Schnable JC, Springer NM, Freeling M. (2011) “Differentiation of the maize subgenomes by genome dominance and both ancient and ongoing gene loss.” PNAS doi: 10.1073/pnas.1101368108<br><br>Note that this version includes a revised an much improved Oropetium genome published in Plant Direct: https://doi.org/10.1002/pld3.96 and a chromosome level teff genome currently posted as a preprint to BioRxiv: https://doi.org/10.1101/580720
DOI: 10.25452/figshare.plus.27209667.v1
title: <b>DDS1 - Dataset of patch images derived from sputum smear microscopy images </b><b>for the development of bacillus detection methods</b>

description: <b>DDS1 - Dataset of patch images derived from sputum smear microscopy images </b><b>for the development of bacillus detection methods</b>This is a dataset of 40x40 pixels-patches extracted from digital field images of smear microscopy for tuberculosis. It contains 2,636 positive patches and 28,848 negative patches, dividing into the training, validation and testing sets. Patches are said to be positive when they contain a bacillus, and negative when they do not. A binary mask is generated for each positive patch, with a black background and white bacillus. This dataset was generated to enable the training, validation, and testing of algorithms for bacilli detection in sputum smear microscopy images.The folders are individually stored as tar.gz archives, for a total size of 69 MB.
DOI: 10.6084/m9.figshare.10010480.v1
title: Supplementary Data 2

description: This file contains variable importances, across all 1,879 HPO Phenotypic Abnormality terms, for the VARPP classifiers described in the main publication.<br>
DOI: 10.6084/m9.figshare.27173784.v1
title: Data for educational inequality.xlsx

description: Provincial level education indicators in China from 2003 to 2020
DOI: 10.6084/m9.figshare.28485251.v1
title: PVT-EEG Alertness Dateset

description: The research team designed a vigilance task and simultaneously collected EEG data and behavioral performanceEEG data is stored in .EDF and .NDF formats. Behavioral data is stored as json
DOI: 10.17632/6zxwzv5dt4
title: turboMagnon – A code for the simulation of spin-wave spectra using the Liouville-Lanczos approach to time-dependent density-functional perturbation theory

description: We introduce turboMagnon, an implementation of the Liouville-Lanczos approach to linearized time-dependent density-functional theory, designed to simulate spin-wave spectra in solid-state materials. The code is based on the noncollinear spin-polarized framework and the self-consistent inclusion of spin-orbit coupling that allow to model complex magnetic excitations. The spin susceptibility matrix is computed using the Lanczos recursion algorithm that is implemented in two flavors - the non-Hermitian and the pseudo-Hermitian one. turboMagnon is open-source software distributed under the terms of the GPL as a component of Quantum ESPRESSO. As with other components, turboMagnon is optimized to run on massively parallel architectures using native mathematical libraries (LAPACK and FFTW) and a hierarchy of custom parallelization layers built on top of MPI. The effectiveness of the code is showcased by computing magnon dispersions for the CrI3 monolayer, and the importance of the spin-orbit coupling is discussed.
DOI: 10.6084/m9.figshare.21600933.v5
title: diabetes_datasets.zip

description: The datasets ShanghaiT1DM and ShanghaiT2DM comprise two folders named "Shanghai_T1DM" and "Shanghai_T2DM" and two summary sheets named "Shanghai_T1DM\_Summary" and "Shanghai_T2DM\_Summary".
DOI: 10.6084/m9.figshare.28878779.v1
title: Thermal and Energy Simulation Dataset for PV-Enhanced Lightweight Industrial Warehouses in Tecámac, Mexico

description: This dataset supports the study titled <i>"Passive Thermal Enhancement of Composite Metallic Roofs through Rooftop PV Integration: A Calibrated Case Study in Mexico."</i> The research evaluates the dual role of rooftop photovoltaic (PV) systems as renewable energy generators and passive thermal modifiers in three lightweight industrial warehouses located in Tecámac, Mexico.The dataset includes:Hourly electricity consumption profiles generated from synthetic modeling calibrated against 2021 CFE utility billing data.Dynamic simulation results obtained with EnergyPlus v23.2.0 through Ladybug Tools v1.8.0, covering both pre- and post-PV installation scenarios.Annual energy balances, including self-consumption rates, PV coverage rates, net savings, excess production, and deficit energy metrics.Hourly indoor operative temperature profiles before and after PV system integration.This dataset can be used for further research in multiscale energy simulation, passive cooling strategies, PV integration analysis, and thermal resilience assessment for lightweight industrial envelopes under semi-arid climatic conditions.
DOI: 10.6084/m9.figshare.12220454.v1
title: High Oscillator Strength Interlayer Excitons in 2D Heterostructures for Mid-IR Photodetection

description: The data used in the figures of this manuscript are given as Origin file.
DOI: 10.6084/m9.figshare.5124241.v1
title: Supplementary Material for: Asthmatic Response to Milk Ingestion Challenge in Adults: A Comparison of the Open and Double-Blind Challenges

description: <b><i>Background:</i></b> Cow’s milk allergy can participate in pathophysiological mechanisms underlying bronchial asthma in some adult patients. This role should ultimately be confirmed by means of a milk ingestion challenge. In this study, the diagnostic value of the open food ingestion challenge (OFICH) and the double-blind placebo-controlled food challenge (DBPCFC) techniques with milk were compared in adult patients suffering from bronchial asthma with suspected milk allergy. <b><i>Methods:</i></b> In 87 asthmatics with a suspected history and positive skin tests for milk, the 87 OFICHs and DBPCFCs were performed in combination with spirometry and followed up to 72 h after the challenge. <b><i>Results:</i></b> Of 87 patients, 74 (85%) developed a positive asthmatic response (AR) (20 immediate, 33 late, 6 dual late and 15 delayed; p &lt; 0.01) and 13 (15%) developed a negative AR (p &gt; 0.1) to OFICH. Seventy-five (86%) developed a positive AR (17 immediate, 35 late, 8 dual late and 15 delayed; p &lt; 0.01) and 12 (14%) developed a negative AR (p &gt; 0.05) to DBPCFC. The correlation between the OFICH and DBPCFC was statistically significant (p &lt; 0.01). All placebo control challenges were negative (p &gt; 0.2). <b><i>Conclusions:</i></b> In some adults with bronchial asthma, involvement of an allergy to cow’s milk results in the appearance of various AR types (immediate, late, dual late or delayed). The milk allergy can be confirmed by open or double-blind techniques, combined with spirometry. No significant differences were found between the OFICH and DBPCFC results. OFICH with natural milk combined with spirometry seems, therefore, to be an adequate technique for the detection of milk allergy in asthmatics. The DBPCFC can be performed as an additional check, if necessary.
DOI: 10.6084/m9.figshare.7503191.v1
title: MOESM4 of Implementation of Q learning and deep Q network for controlling a self balancing robot model

description: Additional file 5. LQ2R2: Performance values of LQR control system with Q 100 and R 1000.
DOI: 10.6084/m9.figshare.24424729.v2
title: <b><i>Quantitative indicators of the bank’s marketing effectiveness</i></b>

description: <b><i>Quantitative indicators of the bank’s marketing effectiveness</i></b>
DOI: 10.6084/m9.figshare.29146274.v2
title: 数据 .dta

description: <b>农村</b><b>作为</b><b>ctive aging as development strategy: Quantifying exercise's multidimensional poverty reduction effects</b>
DOI: 10.6084/m9.figshare.6974321.v1
title: Evacuation Videos Database

description: Publicly available evacuation videos. Sources: Youtube & news sites. <br>See detailed information about the videos and data collection method in the excel file: vanderWal2020-onlinerepository.xlsx
DOI: 10.17632/kc64gxd8r3
title: Dissecting the mechanism of NOP56 GGCCUG repeat-associated non-AUG translation using cell-free translation systems.

description: Raw data
DOI: 10.17632/rydj2r7vxk
title: Servicios Bibliotecarios durante la pandemia del COVID-19: Roles y desafíos en Chile.

description: Los resultados de la encuesta referente a los Servicios Bibliotecarios durante la pandemia del COVID-19: Roles y desafíos en Chile suponen un importante mapeo de las opiniones de los usuarios respecto al tema en cuestión, con preguntas como: ¿Cuál o Cuáles son los factores que limitan el óptimo uso de la tecnología en las bibliotecas durante la cuarentena? En el contexto pandémico: ¿Qué acciones se podrían implementar en las bibliotecas (académicas o públicas) nacionales para mejorar los servicios de acceso a la tecnología?, ya sea para mejorar el acceso a información científica de calidad, para aumentar las colecciones digitales, etc.
De esta manera visibilizar las falencias y los reales aportes que tuvieron las bibliotecas en Chile durante la pandemia del COVID-19
DOI: 10.17632/wsc8g579j4
title: 161 documents for bibliometric analysis on Connectivism Learning Theory

description: Documents for review were retrieved on May 22, 2023, using Scopus database with the Boolean Query in the search function of Scopus: Title-Abstract-Keywords “connectivism”, with inclusion criteria set as follows: 
•	Inclusion: dates: 2004 to present (May 22, 2023). 
•	Inclusion: document type (journal article) 
•	Inclusion: language: English
After removing duplicates and removing unrelated documents following PRISMA guidelines, 161 documents were remained.
DOI: 10.6084/m9.figshare.26656228.v1
title: Additional file 1 of Measurement of ambient particulate matter (PM1.0, PM2.5 and PM10) in Khulna City of Bangladesh and their implications for human health

description: Additional file 1. Calculation of Carcinogenic and Non-carcinogenic Health Risks due to the Inhalation of PM1.0 , PM2.5 and PM10.
DOI: 10.6084/m9.figshare.c.3673888_d1.v1
title: Additional file 3: of The SH-SY5Y cell line in Parkinson’s disease research: a systematic review

description: Techniques and markers used to determine the DAergic phenotype of SH-SY5Y cells. List of articles in which the DAergic phenotype of the cell line was experimentally validated, and the techniques and markers that were used, together with the cell source, media used and differentiation included or not. (XLSX 18 kb)
DOI: 10.6084/m9.figshare.12923489.v4
title: Example dataset for singleCellHaystack GitHub vignettes (2020)

description: An example single-cell dataset in .rda format for use in the vignettes of the SingleCellHaystack on GitHub. Individual datasets included in the .rda file are also present as .csv files.
DOI: 10.6084/m9.figshare.24312577.v2
title: <b>Early human selection of crops' wild progenitors explains the acquisitive physiology of modern cultivars</b>

description: The "DomesticationPhysion" folder consists of two subfolders:The "rawData" subfolder contains all the input (raw) data of the <i>experimental dataset</i>. This includes leaf‐level measurements of gas exchange, morphology and chemistry of each individual plant included in the experiment. The "compiledData" subfolder contains species-specific data on diverse life-history traits (woodiness, growth form, life cycle, and photosynthetic pathway), taken from different global databases and published literature.
DOI: 10.6084/m9.figshare.28365911.v3
title: Polyelectrolyte-based wireless and drift-free iontronic sensors for orthodontic sensing (Source data for Fig. 2-5 of <b>SCIENCE ADVANCES</b> <b>adu6086</b>)

description: The real-time monitoring of health conditions of humans is a long-lasting topic, but there are two major challenges. First, many biomedical applications accept only implanted sensors. Second, tissue-like soft sensors often suffer from viscoelasticity-induced signal drift, causing inaccurate measurements. Here, we report a wireless and drift-free sensory system enabled by a low-creep polyelectrolyte elastomer. The system consists of ionotropic pressure sensors incorporating LC oscillators, exhibiting a combined low drift ratio, high <i>Q</i>-factor, high robustness to interferences, and wide-range measurement, superior to other capacitive sensors using regular dielectrics or ionogels. We have recorded 14-day orthodontic loads of two subjects using the system, showing pressure decreasing from 300 to 50 kPa and torque from 12.5 to 0.5 N·mm. The wireless, drift-free sensory system may be extended to other implants for long-term and accurate sensing.
DOI: 10.6084/m9.figshare.8006306.v1
title: The clinical antimicrobial peptides of DRAMP database

description: 'DRAMP_clinical_amps.xlsx. is the antimicrobial peptide dataset involved in clinical research. Data in this dataset were organized as sequence, name, description, activity, medical use, stage of development, comments, company and reference. It is worthy to note that some clinical peptides whose amino acid sequences are absent were also included in this dataset as we don’t want to lose any clinical information.
DOI: 10.25452/figshare.plus.26075713.v1
title: A paired dataset of multi-modal MRI at 3 Tesla and 7 Tesla with manual hippocampal subfield segmentations on 7T T2-weighted images

description: The hippocampus, a region of critical interest within clinical neuroscience, is recognized as a complex structure comprising distinct subfields with unique functional attributes, connectivity patterns, and susceptibilities to disease. Nevertheless, there is a shortfall of available databases featuring manually segmented hippocampal subfield data. While 7 Tesla (7T) MRI yields images with superior anatomical detail compared to the more prevalent 3 Tesla (3T) MRI utilized in clinical practice, its widespread implementation is limited due to prohibitive costs. To address the limited access to high-resolution imaging in the absence of 7T MRI, the ongoing development of algorithms aims to synthesize 7T-like MRI from standard 3T scans.Here, we disseminate a dataset of whole-brain paired T1-weighted (T1w), T2-weighted (T2w) and resting-state fMRI scans acquired at 3T and 7T scanners, featuring manual hippocampal subfield annotations on the 7T T2-weighted images.The comprehensive description of the design, acquisition, and preparation of the dataset can be found in "readme.txt" file. Image quality is assessed using quality metrics implemented in MRIQC. We expect that this dataset will further tackle the challenges of hippocampus segmentation on routine 3T MRI and serve as a valuable resource for research and development in 3T-to-7T, T1-to-T2, and functional MR image synthesis.
DOI: 10.17632/6gyjr8m7m9
title: Data of a Social Network Analysis using OntoSNAQA and other conventional tools (UCINET, Pajek, Cytoscape and Gephi)

description: The compressed file contains: - Data files in spreadsheet format from three different networks (friendship, companionship and acquaintances). - Analysis files from UCINET, Pajek, Cytoscape and Gephi. It is thus possible to corroborate the results mentioned in different studies that refer to these data.
DOI: 10.17632/p4n33t4w3x
title: Dataset of Digital Marketing Research (1982-2019)

description: The digital marketing research & publication dataset, which was indexed by Scopus from 1982 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.14219723.v1
title: ELISA data Tc24-C4/884 binding to Tc24-C4, Tc24 WT or T.cruzi lysate

description: ELISA data showing binding of Tc24-C4/884 to Tc24-C4, Tc24 WT or T.cruzi lysate.<br>Manuscript: Location and Expression Kinetics of Tc24 in Different Life Stages of Trypanosoma cruzi
DOI: 10.6084/m9.figshare.c.3636167_d5.v1
title: Additional file 4: of T-REx: Transcriptome analysis webserver for RNA-seq Expression data

description: Figures S4A and S4B; signal heatmaps of Class ‘Complex’ and Class ‘CodY’, respectively. (ZIP 1103 kb)
DOI: 10.17632/z8765gp8vy
title: PENAS and Dark Personality

description: Work on dark personality traits has been little used to explain attitudes towards punishment. This study attempts to test that relationship. The study sample was composed of 1552 participants from Spain and Latin America (1220 participants from Spain, 173 from Mexico, 71 from Colombia and 58 from Peru).
DOI: 10.6084/m9.figshare.1287398.v1
title: Sociologists

description: Pictures of soiologists I drew over a decade ago. I have forgotten the context in which I did so (don't ask about selection criteria or indeed to what extent they should be considered sociologists), but thought I could share them nonetheless. Theodor Adorno, Louis Althusser, Benedict Anderson, Jean Baudrillard, Ulrich Beck, Howard Becker, Peter Blau, Pierre Bourdieu, Judith Butler, Noam Chomsky, Stanley Cohen, James Coleman, Jacques Derrida, Émile Durkheim, Michel Foucault, Sigmund Freud, Diego Gambetta, Harold Garfinkel, Anthony Giddens, John Goldthorpe, Jürgen Habermas, Stuart Hall, Donna Haraway, Max Horkheimer, Herbert Marcuse, Karl Marx, Robert Merton, Max Weber.
DOI: 10.6084/m9.figshare.19108070.v1
title: Scenario-Based Robust Remanufacturing Scheduling Problem Using Improved Biogeography-Based Optimization Algorithm

description: This is the experimental data of the manuscript entitled “Scenario-Based Robust Remanufacturing Scheduling Problem Using Improved Biogeography-Based Optimization Algorithm ”. All data are generated through computer simulation and saved in the file with csv format. The first folder "1.SRRSP benchmark problem instances" includes 21SRRSP benchmark problem instances, the second folder "2.Additional data used to verify the practicability of considering multiple scenarios" contains the addition data required to demonstrate the practicability of considering multiple scenarios, the third folder "3.Additional data used to verify the practicability of variable start-up batch size constraint" contains the the addition data required to demonstrate the practicability of variable start-up batch size constraint. These datasets show the number of scenarios, the number of remanufacturing jobs, the number of operations for each job, the number of remanufacturing machines, the maximum batch size of batch processing machines, and the minimum batch size of batch processing machines. The value of variance factor, the probability of the occurrence of each scenario, the index of the batch processing machine, the index of the batch processing operation, the arrival time of each remanufacturing job, the set of machines available for each operation, and the processing time of each operation on the available machines are also shown in the datasets. And the fourth folder "4.The standard for generating the arrival time and processing time of EOL products in each scenario in each instances" contains the standard used to generate the arrival time and processing time of EOL products in each scenario in each instances.
DOI: 10.6084/m9.figshare.5774187.v2
title: Multiple sampling dataset for Diffusion Tensor Imaging studies- Raw dataset

description: <b>Acquisition protocol</b><br>This is a DTI dataset with large number of samples for 20 healthy individuals. All the subjects were acquired at the Hospital das Clínicas at Ribeirão Preto (M: 70, F: 61, average age: 34.12 (18 – 45 years old, right-handed). The acquisition protocol was set on a 3.0T MRI scanner (Phillips, Achieva) with the following acquisitions parameters:Single-shot echo-planar imaging sequence, parallel imaging factor of 2.0, matrix of 128 × 128, field of view of 240 × 240 mm (nominal resolution: 2.0 mm isotropic), transverse sections were acquired parallel to the anterior commissure-posterior line (AC-PC), N=1 samples, and 72 sections covered the entire hemisphere and brainstem without gaps. Diffusion weighting images were encoded along 32 whole sphere independent orientations and the b-value was 1,000 s/mm2.The scanning time per dataset was approximately 4 minutes, which follows a reasonable data acquisition protocol in the clinical routine. The study was approved by the Ethics Committee of the Medicine School of Ribeirão Preto at the University of São Paulo.<br>More details will be given after the original paper been published. <br><br>
DOI: 10.6084/m9.figshare.7559807.v1
title: Investor Profile Analysis dataset

description: Data set used in the paper "Personality Traits, and Investor Profile Analysis"