cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.17029349.v1
title: Table S3

description: Table S3. Secondary metabolite gene clusters (SMGCs) and cluster families for the 96 Hypoxylaceae and Xylariaceae s.l. genomes included in this study. (a) Count of SMGCs and BiG- SCAPE cluster families by genome; (b) Distribution and percent similarity of Xylariaceae s.l. and Hypoxylaceae SMGCs to 168 MIBiG accessions; (c) Count and percentage of all SMGCs and SMGC families per category (A-J); (d-j) Count and percentage of SMGCs per type (e.g., NRPS, Terpene, Other PKS, PKS-NRP Hybrids, Other, RiPP) per category (A-J).<br>
DOI: 10.6084/m9.figshare.29149412.v1
title: Plots

description: Figures from the Master’s Thesis<br>
DOI: 10.17632/5b4chtvj4g
title: Iranian Face Database (IFDB) - Version 1

description: Iranian Face Database (IFDB) was collected during Sep. 2006 – Jan. 2007 and contains facial images with exact age information. Permission is hereby granted, with CHARGE, to the person who signed this agreement and got the archive on his/her email. Failure to observe the restrictions will result in access being denied for the request of the future version of IFDB and being subject to civil damages in the case of publication of images that have not been approved for release. NOTE 1: The images are available in JPEG format; you may use and reproduce images from this database, or parts of this database, for research purposes only; however, shall not modify the downloaded images themselves. NOTE 2: As such, these images may be published and/or presented in academic journals or scientific conference proceedings or used in classroom settings and other similar academic settings, provided that attribution is given as described in NOTE 3. NOTE 3: The following acknowledgment and citation should be provided as appropriate. “CREDIT IS HEREBY GIVEN TO THE PATTERN RESEARCH CENTER, IRAN FOR PROVIDING THE DATABASE OF FACIAL IMAGES” [1] Dehshibi, M. M., & Shanbehzadeh, J. (2017). Cubic norm and kernel-based bi-directional PCA: toward age-aware facial kinship verification. The Visual Computer, 1-18. [2] Dehshibi, M. M., & Bastanfard, A. (2010). A new algorithm for age recognition from facial images. Signal Processing, 90(8), 2431-2444. [3] Bastanfard, A., Nik, M. A., & Dehshibi, M. M. (2007). Iranian face database with age, pose and expression. In Machine Vision, 2007. ICMV 2007. International Conference on (pp. 50-55). IEEE. NOTE 4: Some female’s images are also provided in this database. These images will never appear in any document of any form. Furthermore, any images will never be released in commercial materials, newspapers, or other public Media to PRESERVE THE PRIVACY OF THE DATABASE PARTICIPANTS AND OBSERVE LEGAL REASONS. Only those images that were already published in the mentioned citations may be used for presentation or publications. NOTE 5: The archive file is encrypted. Please find the attached agreement form. After signing it and asking your institution to seal it with its official stamp, send back it to me (mohammad[dot]dehshibi[@]yahoo[dot]com) with a LINK TO YOUR PUBLICATION RECORD. Then, the password would be sent to you.
DOI: 10.17632/7sfm62vrt6
title: Figures 2-4 for the paper “Analytical solution of l-i SEIR epidemic model”

description: Calculation of model variables and simulations of daily new COVID-19 cases based on the analytical solution of l-i SEIR epidemic model in Excel
DOI: 10.17632/w9px294yf5
title: Fe-Mn crusts

description: major and rare earth elements of the shallow burried crusts in the Weijia Guyot
DOI: 10.17632/xtmpzwyk7f
title: Mapping the Emotional Homunculus with fMRI

description: Emotions are commonly associated with bodily sensations, e.g., boiling with anger when overwhelmed with rage. Studies have shown that emotions are related to specific body parts, suggesting that somatotopically organized cortical regions that commonly respond to somatosensory and motor experiences might be involved in the generation of emotions. 
We used functional magnetic resonance imaging to investigate whether the subjective feelings of emotion are accompanied by the activation of somatotopically defined sensorimotor brain regions, thus aiming to reconstruct an “emotional homunculus”. By defining the convergence of the brain activation patterns evoked by self-generated emotions during scanning onto a sensorimotor map created on participants’ tactile and motor brain activity, we showed that all the evoked emotions activated parts of this sensorimotor map, yet with considerable overlap among different emotions. Although we could not find a highly specific segmentation of discrete emotions over sensorimotor regions, our results support an embodied experience of emotions. 

Here, you will find the original code to digitise emBODY pen and paper silhouettes.
DOI: 10.17632/3hmc2x46t7
title: The alkylation of AIM2 by itaconate mediates macrophage PANoptosis during sepsis

description: This dataset contains all the original protein immunoblot images from my paper. The labels on the images correspond to the data in the paper, with red boxes indicating target bands and black text denoting the antibodies used.
DOI: 10.17632/zgzyxdnyv9
title: Rolling-Element Bearing Vibration Datasets under Varying Loads and Speeds: A Study from Vishwakarma Institute of Technology

description: Data collection and analysis are critical to identifying and diagnosing issues in rolling-element bearings. While several large publicly available datasets are available for this purpose, the Vishwakarma Institute of Technology has developed a new rolling-element vibration dataset, collected primarily under controlled static load and motion conditions.
This dataset adds a unique dimension to existing resources, providing researchers with accurate vibration information that can be combined with other datasets Using accelerometers, the dataset captures and provides accurate vibration signals. valuable insights into bearing health are gained The data can also reveal how bearings deteriorate under sustained loads, leading to accelerated bearing failure and valuable diagnostic devices.

Ultimately, this data set provides high-quality, comprehensive information for identifying and diagnosing rolling element bearing problems, which has great implications for improving reliability and equipment maintenance.
DOI: 10.6084/m9.figshare.28615457.v1
title: 城市群的品牌旅游竞争力

description: 旅游品牌影响力：城市在国内外旅游市场的知名度、游客满意度、品牌美誉度等。旅游业发展 ： 旅游增加值、旅游收入、接待游客数量等。品牌与创意产业：文化遗产数量、文化和旅游融合指数等。基础设施和服务：酒店数量、景区评级、交通便利程度等。长三角城市群中27个城市的数据主要来源于政府统计年鉴、旅游行业报告、互联网搜索指数、社交媒体数据等，可用于城市旅游品牌评价、政策制定、市场营销、学术研究等领域，为城市品牌建设和文化旅游产业发展提供数据支撑。
DOI: 10.17632/4c3gbn7yt4
title: ENGAGING FASHION BRAND FOLLOWERS ON SOCIAL MEDIA PLATFORMS

description: Raw Data: TITLE: ENGAGING FASHION BRAND FOLLOWERS ON SOCIAL MEDIA PLATFORMS - A STUDY OF FASHION BRANDS SOCIAL MEDIA CONTENT ON MULTIPLE PLATFORMS
DOI: 10.17632/hpjyhjvrvv
title: Computational modelling supports that Dengue virus envelope antibodies can bind to SARS-CoV-2 receptor binding sites: Is pre-exposure to dengue virus protective against COVID-19 severity?

description: Supplementary Data
DOI: 10.6084/m9.figshare.28485083.v1
title: SMAD4 Overexpression in Patients with Sleep Apnoea May Be Associated with Cardiometabolic Comorbidities

description: Obstructive sleep apnoea (OSA) is associated with several diseases related to metabolic andcardiovascular risk. Although the mechanisms involved in the development of these disorders mayvary, OSA patients frequently present an increase in transforming growth factor beta (TGF?), theactivity of which is higher still in patients with hypertension, diabetes or cardiovascular morbidity.Smad4 is a member of the small mother against decapentaplegic homologue (Smad) family ofsignal transducers and acts as a central mediator of TGF? signalling pathways. In this study, weevaluate Smad4 protein and mRNA expression from 52 newly diagnosed OSA patients, with anapnoea–hypopnoea index (AHI) ?30 and 26 healthy volunteers. These analyses reveal that OSApatients exhibit high levels of SMAD4 which correlates with variation in HIF1?, mTOR and circadiangenes. Moreover, we associated high concentrations of Smad4 plasma protein with the presence ofdiabetes, dyslipidaemia and hypertension in these patients. Results suggest that increased levels ofSMAD4, mediated by intermittent hypoxaemia and circadian rhythm deregulation, may be associatedwith cardiometabolic comorbidities in patients with sleep apnoea.
DOI: 10.17632/4t72h9b4dx
title: Data of the study Bioelectrical impedance skin as indicator of thermal sensation.

description: This study aims to accurately present the bioelectrical impedance (BI) as a significant physiological variable to accurately determine thermoregulation and complement thermal sensation questionnaires. A series of
environmental chamber tests were conducted. At the same time, the indoor temperature fluctuated between 20◦C and 40◦C, skin BI of the body area was measured in conjunction with skin temperature and comfort
survey. The room temperature was controlled while the BI was monitored on the wrist (back), contrasting with the usual methodology for determining thermal comfort. Skin BI on the wrist (back) directly correlates
with thermal comfort. The bioelectrical impedance of the skin can be used as an additional variable to identify the inhabitant’s response to space and determine thermal comfort.
Measurements of heart rate, wrist temperature, forehead temperature, relative humidity, and bio-impedance, taking ambient temperature as independent variable are contained in the file.
DOI: 10.17632/b39fjd73t8
title: Data for: Carbon sequestration potential of forest vegetation in China from 2003 to 2050: Predicting forest vegetation growth based on climate and environment

description: According to China's forest resources situation, this study used NFI-measured data of 7,801 sample plots in 2003, 2008 and 2013 (tree species, diameter at breast height (DBH), tree volume, average age, latitude, longitude, altitude, annual average rainfall, annual average temperature, gradient, slope direction, slope position, and soil thickness) and forest ecosystem biomass data (longitude, latitude, altitude, average annual temperature, average annual rainfall, forest origin, species composition, average age, average DBH, average tree height, forest density, forest volume, arborous layer biomass, undergrowth layer biomass, herbaceous layer biomass, undergrowth vegetation biomass, and dead plant biomass).
DOI: 10.17632/h8tzpxkvdc
title: Code: Using machine learning to predict dimensions and qualify diverse part designs across multiple additive machines and materials

description: This code was used for dimensional metrology of additively manufactured parts scanned using a high resolution document scanner, and for training and testing machine learning models to predict feature dimensions and part quality. Results are published in "Using machine learning to predict dimensions and qualify diverse part designs across multiple additive machines and materials," by Davis J. McGregor, Miles V. Bimrose, Chenhui Shao, Sameh Tawfick, and William P. King.
DOI: 10.17632/7cbmmxbg92
title: PERFORMANCE MEASUREMENT OF INDIAN STEEL INDUSTRY ON THE BASIS OF DATA ENVELOPMENT ANALYSIS

description: All players involved in a business must need to measure business firm’s efficiency. In this study data envelopment analysis (DEA) has been conducted for efficiency assessment. The DEA approach can manage several inputs and outputs. The current study presented the DEA model for assessing performance. This study selected panel data of 8 steel companies from India belongs to public and private sector to express the advantage of DEA model in measuring competence with quantitative supervision for strategy formulation and for analysing the performance of such selected
steel companies.
DOI: 10.17632/m3428w2n85
title: Stainless and Inconel EBSD Data

description: Raw EBSD files supporting Title:  In Situ Tensile Study of PM-HIP and Cast 316L Stainless Steel and Inconel 625 Alloys with High Energy Diﬀraction Microscopy
Corresponding Author:  Donna Guillen
Co-Authors:  Darren C Pagan, PhD; Elizabeth M Getto, PhD; Janelle M Wharry, PhD
DOI: 10.17632/mvd57skzd9
title: BREMS: Partial-wave calculation of spectra and angular distributions of electron-atom bremsstrahlung at electron energies less than 30 MeV (New Version Announcement)

description: A new version of the Fortran program BREMS, which calculates single- and double-differential cross sections (DDCS) of electron-atom bremsstrahlung by the relativistic partial-wave method, is presented. The detailed description of the program is given in the original paper [Comput. Phys. Commun. 232 (2018) 237–255]. The new numerical methods implemented in the latest version include cubic spline interpolation of the radial matrix elements with respect to the orbital quantum number of the emitted photon, and usage of scaling properties of the partial-wave DDCS as a function of two variables – the photon emission angle and the number of partial waves retained in the truncated partial-wave series. As a result of improvements of efficiency and accuracy of the code, the endpoint of the energy range where the partial-wave calculations of bremsstrahlung cross sections are feasible has been increased by an order of magnitude (from 3 MeV to 30 MeV). In addition, three “special” modes of operation, which do not involve partial-wave calculations, but can be used to provide some auxiliary quantities, have been implemented.
DOI: 10.6084/m9.figshare.7234895.v1
title: Aqualitas Diatoms Database 10 species

description: Database of diatoms samples from 10 different species, as used in the Aqualitas Project from VISILAB Research Group.<br>This dataset is provided only for research purposes and the following reference and citation should be stated:<br>'The dataset has been generated and provided thanks to the Aqualitas-Retos project funded by the Spanish Goverment Ref. CTM2014-51907-C2-2-R-MINECO (http://aqualitas-retos.es/en/), further information and results obtained may be found at the following articles: - Bueno, G., Deniz, O., Pedraza, A., Ruiz-Santaquiteria, J., Salido, J., Cristóbal, G., Borrego-Ramos, M. and Blanco, S. (2017). Automated diatom classification (Part A): handcrafted feature approaches. Applied Sciences, 7(8), 753<br>- Pedraza, A., Bueno, G., Deniz, O., Cristóbal, G., Blanco, S., and Borrego-Ramos, M. (2017). Automated diatom classification (Part B): a deep learning approach. Applied Sciences, 7(5), 460.
DOI: 10.6084/m9.figshare.7746215.v1
title: Arsenic PAH Immune Function.xlsx

description: Data is from a male Bangladeshi cohort exposed environmental arsenic and PAHs. Immune function testing (T cell mitogenesis and cytokine production) were measured in isolated peripheral blood mononuclear cells which had been cryopreserved.<br>
DOI: 10.17632/mky3n2sc86
title: ACCG_Replication_File

description: This zip file contains the replication package for "Concealed Carry" by Spencer Andrews, Riccardo Colacito, Mariano M Croce and Federico Gavazzoni.
DOI: 10.17632/rtx4dz5vcd
title: Modelo de Aprendizaje Híbrido

description: El documento recoge algunos aportes para desarrollo pedagógico en educación superior, integrando modalidades de presencialidad, virtualidad y B-Learning.

Las últimas décadas han traído consigo significativos cambios en diferentes ámbitos. Dichas transformaciones atraviesan las formas de enseñanza aprendizaje, las cuales se reinventan, mezclan, integran y dan lugar a nuevas comprensiones sobre el para qué de la educación y el sentido y trascendencia del aprender. Uno de las líneas más llamativas en esta vía es aquella alusiva a las Competencias y habilidades para el siglo XXI, señaladas por la OCDE (2009, 2010) y UNESCO (2015a, 2015b, 2015c, 2017), como prioritarias y urgentes, y que han tenido especial despliegue en proyectos como Tuning (Europa) y Alfa Tuning (Latinoamérica).
DOI: 10.6084/m9.figshare.1453199.v1
title: Data from: The herbaceous landlord: symbiont consortia lead to context-dependent interactions within a single host

description: These are the data files from: Vandegrift, Roy, Pfeifer-Meister, Jonson, and Bridgham. 2015. The herbaceous landlord: symbiont consortia lead to context-dependent interactions within a single host. PeerJ.
DOI: 10.17632/5p6btjyb3g
title: AUTISM-Brain sciences-Panerai et al-raw data

description: The aim of this study is to better understand the relationship between sensory and feeding problems in Autism Spectrum Disorder (ASD) by comparing sensory responsiveness of ASD children with (ASD-W) and without (ASD-WO) feeding problems. The feeding and sensory characteristics of 111 children with ASD (37 ASD-W and 74 ASD-WO) were assessed by using two questionnaires tapping on feeding problems and two on sensory problems. A comparative study was carried out with between-group as well as intra-group comparisons design; a correlation analysis was also added. A statistically significant correlation was found between sensory and feeding problems. ASD-W children showed more severe and extensively impaired sensory responses than ASD-WO, with lower sensory adaptation and more generalized and severe deficits in all subdomains. Taste/Smell sensitivity was strongly impaired only in ASD-W, whereas in ASD-WO it was found to be a point of strength. Both groups showed a Hyporesponsive profile, though it was more marked in ASD-W. Both groups showed strengths in Visual/Auditory sensitivity, Low-Energy/Weak, and Movement sensitivity, again more marked in ASD-WO. These results might prove to be particularly useful for sensory training and psychoeducational treatment.
DOI: 10.17632/f3z8zfhpd2
title: Adaptive Capacity and Vulnerability Data

description: The data shows the cross-sectional information collected from smallholder plantain farmers in Southwest Nigeria. Data consists household characteristics, production inputs and outputs, Climate change perception, adaptation methods employed by the farmers and credit access amongst others
DOI: 10.17632/nvmxbjdnbn
title: SUPPLEMENT_Management of silicone granuloma: A systematic review 

description: Supplemental Material 1. Expanded methods, Supplemental Table 1. Search strategy, Supplemental Figure 1. PRISMA Flow Chart, Supplemental Table 2. Study treatments & outcomes, Supplemental Table 3. Included study references
DOI: 10.15468/dl.ucmr59
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Nothocalais troximoides (A.Gray) Greene",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 141 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012925-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rmjm32hd6n
title: Selective roles of vertebrates PCF11 in premature and full-length transcript termination. Kamieniarz-Gdula et al.

description: Unprocessed imaging data for the publication "Selective roles of vertebrates PCF11 in premature and full-length transcript termination." by Kamieniarz-Gdula et al.
DOI: 10.17632/4hf82pmcjs
title: Data for: Fracture Toughness
DOI: 10.17632/hfcy92wkm8
title: WECfarm dataset: Experimental modelling of an array of two wave energy converters at the wave basin of Aalborg University

description: The presented dataset covers the experimental modelling of a row of two ‘WECfarm’ heaving point absorber wave energy converters (WECs) at the wave basin of Aalborg University (AAU).

The dataset is linked to the following article, which covers the description:

Vervaet, T., Quartier, N., Carpintero Moreno, E., Verao Fernandez, G., Ferri, F., Stratigaki, V., Troch, P., 2024. 
System identification and centralised causal impedance matching control of a row of two heaving point absorber wave energy converters. 
Ocean Engineering 309, 118399. URL: https://www.sciencedirect.com/science/article/pii/S0029801824017372, doi:https://doi.org/10.1016/j.oceaneng.2024.118399.

The ‘WECfarm’ dataset directory is structured in two folders.

The 01_𝑆𝑖𝑚𝑢𝑙𝑖𝑛𝑘_𝐿𝑜𝑔𝑔𝑖𝑛𝑔 folder contains the .mat files corresponding to each test. The name of the .mat file starts with the unique test identification number 𝑇𝑒𝑠𝑡_𝐼𝐷, followed by additional test type related descriptive info, and the start time of the test in the format year–month–day–hour–minutes–seconds, as retrieved from the Speedgoat target machine. The .mat file can be opened in MATLAB, or alternatively, these files can be opened and analysed in other analysis tools, as for example Simulink Data Inspector, Python, or Marple. Within the .mat file structure, the logged signals can be retrieved as timeseries with a timestep of 0.001 s, by using their unique MATLAB assigned index. The signal name starts with a reference to WEC A or WEC B, followed by a numbering, and description of the signal.

The 02_𝐴𝑤𝑎𝑆𝑦𝑠_𝐿𝑜𝑔𝑔𝑖𝑛𝑔 folder contains the AwaSys wave generation input and output files from the AAU AwaSys PC. The name of the file start with the 𝑇𝑒𝑠𝑡_𝐼𝐷, followed by a description of the wave in the format wave height-wave period. The wave generation input files ‘.aws’ are re-used for multiple tests, allowing replay of identical wave trains. The wave gauge file ‘.awg’ contains the measured surface elevations at the 30 wave paddles as used for active absorption. The modified demand file ‘.awd’ contains the modified steering signals, including mechanical transfer, active absorption correction, and clipping (Meinert et al., 2017).
DOI: 10.6084/m9.figshare.29135768.v1
title: Data included based on PRISMA analysis (39 articles)

description: Data included based on PRISMA analysis (39 articles)
DOI: 10.17632/vrn4n4r8cp
title: Outcomes of Systemic Janus Kinase Inhibitors Following Dupilumab for Dupilumab-Associated Facial and Neck Erythema: A Systematic Review

description: Dupilumab, an anti-IL-13 and anti-IL-4 antibody, is a mainstay of treatment for moderate-to-severe atopic dermatitis. However, dupilumab-associated facial and/or neck erythema (DA-FNE) has been reported to be a relatively common adverse event. There have been increasing reports of systemic Janus Kinase Inhibitors (JAKi) as a potential treatment for DA-FNE. Here we systematically review the outcomes of patients who initiated JAKi after discontinuation from dupilumab for DA-FNE.
DOI: 10.6084/m9.figshare.24152163.v2
title: Air pollutant and meteorological data of five major cities in China

description: This dataset contains the air pollutant and meteorological data of five provinces in China, including Nanjing, Beijing, Wuhan, Guangzhou and Chengdu. These provinces are highly polluted by ozone. The dataset has air pollutant and meteorological data of nine monitoring stations in each province. Each monitoring station is labeled by thire ID and the geographical location is also saved in the same directory. Each row contains three kinds of information: 1) timestamp(year, month, day and hour); 2) air pollutant(AQI, PM2.5, PM10, SO2, NO2, O3 and CO); 3)meteorological data(radial wind - u and v, temperature, relative humidity and planetary boundary layer height). These monitoring data is from 2015 to 2021.
DOI: 10.17632/nddyccd8rj
title: Data & code for Marketable Football Players and where to find them

description: obtain and analyze the Transfermarkt data
DOI: 10.6084/m9.figshare.14525523.v1
title: Recombination-independent recognition of DNA homology for meiotic silencing in Neurospora crassa

description: Supporting information (SI) data files
DOI: 10.17632/8smxbjmz2p
title: HANDBALL POLAR DATA

description: The different files are data analysed with the LINCE programme and then analysed in Polar Coordinates.