cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/p3zx9x37fk
title: Disparities in non-melanoma skin cancer in Hispanic/Latino patients based on Mohs micrographic surgery defect size, a multicenter retrospective study.

description: Figure 2: Descriptive boxplots of the relationship between Mohs micrographic surgery (MMS) defect sizes and other predictor variables including race/ethnicity, carcinoma type, age, and gender. Medians are reflected as horizontal lines, whereas the bars represent 1.5 interquartile ranges. MMS defect size is plotted using log scale.
DOI: 10.17632/st4dss5f22
title: C++ program for computing the liquid-vapour equilibrium unsing cubic Equtions of State

description: A generic C++ routine for computing the liquid-vapour equilibrium for cubic equations of states (EoS) is presented. Given an isotherm, the solver return the saturation pressure and liquid and vapour density. Aside from the original Peng-Robinson EoS, a number of alternatives have been included. For further reference of this alternatives please refer to: Lopez-Echeverry J S, Reif-Acerman S, Araujo-Lopez E (2017). Peng-Robinson equation of state: 40 years through cubics. Fluid Phase Equil., 447:39-71
DOI: 10.6084/m9.figshare.19672710.v1
title: Ambrosia artemisiifolia annotations GFF

description: Ambrosia artemisiifolia phased diploid genome gene annotations for haplotype 1 (NCBI BioProject ID PRJNA929657).
DOI: 10.6084/m9.figshare.2069130.v1
title: 8TS

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.6739271.v1
title: Case data

description: IEEE 14-bus and IEEE 118-bus test systems
DOI: 10.17632/5hgj345svc
title: The Effects of Abortion Decision Rightness and Decision Type on Women’s Satisfaction and Mental Health - Cureus 2023

description: Data from the survey utilized and described in "The Effects of Abortion Decision Rightness and Decision Type on Women’s Satisfaction and Mental Health" Cureus 2023. All information required to understand and utilize the data are described in the published paper
DOI: 10.17632/jwwkwmxht2
title: ms2: A molecular simulation tool for thermodynamic properties, release 5.0

description: A new version release (5.0) of the molecular simulation tool ms2 (Deublein et al. 2011; Glass et al. 2014; Rutkai et al. 2017; Fingerhut et al. 2021) is presented. Version 5.0 of ms2 features the eight statistical ensembles that are accessible via Monte Carlo simulation for pure fluids and mixtures. It introduces the Lustig formalism for all ensembles which allows on-the-fly sampling of any time-independent thermodynamic property, such as isochoric and isobaric heat capacities, thermal expansion coefficient, isothermal compressibility, thermal pressure coefficient, speed of sound or Joule-Thomson coefficient. Through the introduction of an extended Axilrod-Teller-Muto potential, three-body interactions become available, also incorporating an improved parallelization scheme. In combination with an extension of the Tang-Toennies potential, this provides a highly accurate intermolecular potential for krypton. Moreover, a truncated and shifted Mie potential for arbitrary cutoff radii is implemented, transport property calculations are extended and an auxiliary tool for the determination of Brown's characteristic curves is introduced.
DOI: 10.17632/kjh887ct4j
title: BanFakeNews-2.0

description: Our dataset is BanFakeNews-2.0, a Bangla Fake News dataset in which we have collected about 47000 authentic news articles (labeled as 1) and 13000 manually annotated fake news articles (labeled as 0).
DOI: 10.17632/r8dx3j935r
title: Agency costs, Capital Structure and Ownership

description: The dataset contains data for 109 russian public companies for the period 2016-2020. Data includes such financial indicators as financial leverage ratios (total debt-to-capital ratio, total debt-to-equity ratio, total debt-to-total assets ratio), asset turnover, % share of SGA, CAPEX and FCF in revenue, dividend payout ratio, return on assets, Market Cap-to-Book Value ratio and sales growth (calculated as the natural logarithm of changes in revenue). The dataset also contains quantitative information about the corporate governance: % shares held by management, government, institutional and foreign investors as well as characteristics of the Board of Directors: Board size, % of independent and non-executive directors, CEO duality, collegial/sole management and some other dummy variables. Sources of information provided include Bloomberg, Thomson Reuters Eikon, companies' annual reports and other open sources. Data from this dataset can be used to analyze the problem of agency conflicts and its dependencies with the capital and ownership structures of firms.
DOI: 10.6084/m9.figshare.16903288.v1
title: VIB5 database

description: VIB5 database:<br>Lina Zhang, Shuang Zhang, Alec Owens, Sergei N. Yurchenko, Pavlo O. Dral, "Accurate ab initio quantum chemical molecular potential energy surfaces", Sci. Data, 2021, submitted.<br>VIB5.zip contains the database in json format.<br>extraction_data.py is a script for extracting data from the VIB5 database in a convenient format. Run command to get help of how to use the script:python3 extraction_data.py -h<br>
DOI: 10.6084/m9.figshare.22598050.v3
title: Sub-grid representation of vegetation cover in land surface schemes improves the modeling of how climate responds to deforestation

description: <em>Code used in data analysis/figure creation for the manuscript titled as"</em> Sub-grid representation of vegetation cover in land surface schemes improves the modeling of how climate responds to deforestation <em>" </em>
DOI: 10.6084/m9.figshare.7823798.v1
title: Euglenozoan SSU sequences

description: Alignment of Euglenozoan SSU sequences, in fasta-format:SSU+D1_Euglenozoa_Jan28.mafft-einsi.eye.fasta<br>Trimmed alignment of Euglenozoan SSU sequences, in fasta-format:SSU+D1_Euglenozoa_Jan28.mafft-einsi.eye.trimal083.fasta<br>Raw tree inferred from ML GTR+Gamma model and 1000 non-parametric bootstrap replicates:RAxML_bipartitions.SSU_ALL+D1_Oct3.BSonMLtree.tre<br>Raw tree inferred from Bayesian GTR+Gamma model:BAYESIAN_SSU+D1_Euglenozoa_Jan28.mafft-einsi.eye.trimal083.nxs.con.tre<br>
DOI: 10.17632/md6hnhpv3b
title: Vibration and acoustic data of pitch bearing in wind turbines under time-varying load for fault diagnosis(Cond_3)

description: Pitch bearing, as the core component of wind turbines, brings the blades to the desired position by adjusting the aerodynamic angle. Due to the harsh working environment of wind turbines, the faults of pitch bearing may lead to the overall failure of wind turbine. However, obtaining the sufficient data of faults for pitch bearings under the actual operating environment is difficult and time-consuming. Thus, a precision-machining mechanical platform of proportionally-scaled pitch bearings was designed and built to simulate its actual operating characteristics. Based on it, the vibration and acoustic data of proportionally-scaled pitch bearings with 11 types of faults under three kinds of loads and two rotational speeds are collected and stored in the sequent data files. 
The faults, such as crack, wear and spalling, are artificially created on inner or/and outer ring raceways, as well as rolling body of proportionally-scaled pitch bearings in advance. More especially, single and compound fault data are provided in this dataset.
Ultimately, this dataset provides high-quality data for the studies on fault diagnosis for pitch bearing in wind turbines and rolling bearings with low-speed and heavy loads. It is also employed to validate the effectiveness of newly developed fault diagnosis methods.
DOI: 10.26188/5da554ea370a5
title: EPiC database - Hardwood

description: This material is part of the free Environmental Performance in Construction (EPiC) Database. The EPiC Database contains embodied environmental flow coefficients for 250+ construction materials using a comprehensive hybrid life cycle inventory approach.<br><br>Timber comes in a wide range of varieties and sizes. It is used for structural and non-structural purposes, and can vary significantly in density, grain texture, workability, usage and cost. It is lightweight, easy to handle and transport, and has a good strength to weight ratio. It is typically divided into softwood varieties, such as Pine, Cypress and Spruce and hardwood varieties such as Victorian Ash, Blackbutt and Oak. The term hardwood and softwood is a botanical distinction, and not an indication of timber strength or density. The density of timber is highly dependent on the species, varying from 120 kg/m³ to 1 300 kg/m³ or higher.<br><br>Hardwood is generally more dense and durable than softwood varieties, with better longevity. Some hardwoods are naturally resistant to termites and pests and more fire resistant. It is commonly used for high traffic areas, quality furnishings and interior joinery, structural members, cladding and flooring. <br><br>Commercial timber products are typically kiln, or air-dried. Kiln/oven drying is done in a controlled environment over a relatively short time period. It produces a uniformly dried, high quality product that generally kills any fungi and insects in the wood. Air-drying is done over extended periods of time, and does not require any fuel inputs. It is cost effective, but needs to be carefully managed to reduce cracking and ensure consistent drying.
DOI: 10.4121/12705737.v2
title: BPI Challenge 2017 - Offer log

description: This event log pertains to a loan application process of a Dutch financial institute. The data contains all offers made for an accepted application in the event log 10.4121/uuid:5f3067df-f10b-45da-b98b-86ae4c7a310b. All of the events in this log are also in the BPI Challenge 2017 event log (10.4121/uuid:5f3067df-f10b-45da-b98b-86ae4c7a310b). This subset is provided for convenience and the IDs are persistent between the two datasets. Parent item: BPI Challenge 2017 This event log pertains to a loan application process of a Dutch financial institute. The data contains all applications filed trough an online system in 2016 and their subsequent events until February 1st 2017, 15:11. The company providing the data and the process under consideration is the same as doi:10.4121/uuid:3926db30-f712-4394-aebc-75976070e91f. However, the system supporting the process has changed in the meantime. In particular, the system now allows for multiple offers per application. These offers can be tracked through their IDs in the log.
DOI: 10.6084/m9.figshare.21252198.v4
title: Nepenthes mirabilis genome and transcriptome

description: <em>Nepenthes mirabilis</em> genome and transcriptome assemblies, and annotation.
DOI: 10.6084/m9.figshare.26031007.v1
title: Capybara references from published data

description: Capybara references (5) used to compare published single-cell RNA data to P21 skin APCs. Published data is from the following sources:DOI: 10.1126/science.aav2501 (Merrick <i>et al.</i>)DOI: 10.1038/s41586-021-03549-5 (Buechler <i>et al.</i>)DOI: 10.7554/eLife.60066 (Phan <i>et al.</i>)DOI: 10.1016/j.devcel.2023.07.015 (Jacob <i>et al.</i>)DOI: 10.1016/j.cmet.2018.05.025 (Burl <i>et al.</i>)
DOI: 10.6084/m9.figshare.28876883.v1
title: Genetic and Functional Dissection of the <i>NFKB2</i> Gene: Implications for Milk Fatty Acid Biosynthesis in Dairy Cattle

description: Milk fat, an essential component of bovine milk, significantly impacts human health and dairy industry profitability. We previously identified that <i>NFKB2</i> gene was a key candidate for milk fatty acids (FAs) in dairy cattle. This study aimed to investigate the role of <i>NFKB2</i> for regulating milk FAs in Holstein cattle through post-GWAS analysis. Knockdown of <i>NFKB2</i> using siRNA in bovine mammary epithelial cells (BMECs) significantly reduced triglyceride concentrations, lipid droplet secretion, and the expressions of 17 key genes involved in lipid metabolism pathways, including PI3K-AKT, NF-κB, MAPK, adipocytokine, PPAR, and AMPK signaling pathways. These findings highlight <i>NFKB2</i> as a critical regulator of milk FA composition through its interactions with key lipid biosynthesis pathways. Further, we constructed a new Chinese Holstein population including 1,065 cows, and performed the genotyping and milk FAs measurements in these individuals. By SNP identification and association analysis, SNP g.22889812C/T in the 5’ flanking region of <i>NFKB2</i> was significantly associated with multiple milk FAs, including higher C14:1, C17:0, C18:0, and C14 index levels in allele C group, and higher C6:0, C8:0, C14:0, C16:1, and C16 index levels in allele T group. Using computational predictions, luciferase assays, EMSA and super-shift EMSA, we revealed that SNP g.22889812C/T downregulated <i>NFKB2</i> transcription activity with allele T selectively binding with transcription factor (TF) ZNF282. This study not only advanced the understanding of genetic mechanisms underlying milk fat production but also identifies <i>NFKB2</i> and its causal mutation g.22889812C/T as the promising molecular markers for selective breeding to optimize milk fat traits.<br>
DOI: 10.17632/5vk5r4zy32
title: TFSSCND FINAL

description: This section outlines managerial perspectives and recommendations from the research's defined aims and objectives. A novel Virtual SCND approach is presented, demonstrating a synergy of transparency, flexibility, and sustainability. A key innovation lies in the pioneering integration of advanced platforms, specifically BCT and IoT, into SCND. A policy framework emphasizing transparency, tracking, and secure transaction payments within a virtual environment is proposed, leveraging IoT and BCT while addressing crucial sustainability metrics such as CO2 emissions and energy consumption. Furthermore, a flexible strategy is recommended, prioritizing the consistent fulfillment of demand, with enhanced adaptability achieved through dynamic adjustments to facility capacity based on evolving conditions. This approach offers significant advantages, particularly in navigating complex scenarios like the COVID-19 pandemic and other unforeseen natural disasters, enabling organizations to capitalize on disruptions for performance enhancement. Organizations adopting IoT can harness internal and external resources effectively for comprehensive product and service tracking. Moreover, the practical application of BCT can significantly bolster supply chain management agility. BCT facilitates streamlined transaction and settlement processes across all supply chain stages, improving payment operations and reducing variable costs. Payment processes can be efficiently executed via smart contracts among all supply chain stakeholders upon demand fulfillment. Manufacturers of essential goods and customized products, alongside crisis management executives, play a pivotal role in this study. Ultimately, the strategic design of the supply chain utilizing modern technologies promises to improve organizational performance, reduce associated costs, and drive profitability within the relevant industries.
DOI: 10.17632/drpsjtwt3d
title: Data for: Exploring the effects of inter-firm linkages on SMEs’ open innovation from an ecosystem perspective: An empirical study of Chinese manufacturing SMEs

description: Raw survey data about innovation activities of Chinese manufacturing firms
DOI: 10.6084/m9.figshare.20255619.v2
title: FROM-GLC Plus: toward near real-time and multi-resolution land cover mapping

description: Global land cover has undergone extensive and rapid changes as a result of human activities and climate change. These changes have had a significant impact on biodiversity, the surface energy balance, and sustainable development. Global land cover data underpins research on the development of earth system models, resource management, and evaluation of the ecological environment. However, there are limitations in the classification detail, spatial resolution, and rapid change monitoring capability of global land cover change data. Building on the earlier Global Land Cover Mapping (Finer Resolution Observation and Monitoring – Global Land Cover, FROM-GLC), we developed the improved Global Land Cover Change Monitoring Platform (FROM-GLC Plus) using methods such as multi-season sample space-time migration, multi-source data time series reconstruction, and machine learning. The FROM-GLC Plus system provides a capacity for producing global land cover change data set from the 1980s with flexibility in spatio–temporal details. The preliminary results show that FROM-GLC Plus provides a framework for near real-time land cover mapping at multi-temporal (annual to daily) and multi-resolution (30 m to sub-meter) levels.
DOI: 10.6084/m9.figshare.5297797.v1
title: <i>Cedrus atlantica</i> pollen morphology and investigation of grain size variability using laser diffraction granulometry

description: The morphology and size variability of pollen grains of <i>Cedrus atlantica</i> were investigated using a novel approach employing laser diffraction granulometry. We provide new insights into size variability and present high-quality light microscopy (LM) and scanning electron microscopy (SEM) imagery of <i>Cedrus atlantica</i> pollen. Grains have an average size of 59.1 ± 4.0 µm, measured on millions of grains from 91 samples. Analysis showed there is high variability of grain size within individual samples, although variability between samples is not significant. We found no significant relationships between grain size and climate (including temperature, precipitation and aridity), and suggest that grain size of fossil <i>Cedrus</i> pollen would not be a good proxy for climate reconstruction. Grain size may be influenced by a number of complex factors such as genome size or adaptations to support wind pollination, while variability within individual samples may result from the irregular development of pollen. The laser diffraction method produced repeatable, robust measurements on millions of pollen grains which are highly correlated with measurements taken using LM (<i>r</i> = 0.91, p = 0.002). Where grain size information is crucial for pollen identification, for developing isolation techniques for geochemical analysis, for investigating climatic and environmental influence, or for investigating links between genomes and grain size, particle size analysis by laser diffraction provides a reproducible and robust method for quickly determining pollen grain size on many samples.
DOI: 10.17632/6jmv43nffk
title: Dataset for Factors Affecting Teachers’ Burnout: A SEM Analysis in an Asian Context

description: The dataset presents the relationship between Teacher Self-Concept (TSC) and Teacher Efficacy (TE) as the predictors predicting burnout for the Indonesian context. Three components of burnout involved in this study are Emotional Exhaustion (EE), Depersonalization (DP), and Reduced Personal Accomplishment (RPA). Content Validity Index (CVI), Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA), Covariance-Based Structural Equation Modeling (CB-SEM) were addressed for the model validation and relationship testing
DOI: 10.6084/m9.figshare.23259602.v1
title: Informality and tertiarization: two opposite tendencies?

description: ABSTRACT The article discusses some issues concerned with the idea of flexibility in the labor market. Firstly, it presents different approaches on the existence of an informal sector in the economy and distinguishes the modem process of tertiarization, observed in industrialized countries, from the growth of tertiary activities found in most developing countries. Secondly, a brief discussion on the recent juncture of the Brazilian labor market is presented. The conclusion is that a higher degree of flexibility in the Brazilian labor market has been searched throughout the informalization of legal activities and also by an incipient process of modern tertiarization.
DOI: 10.17632/f6y7pcvz9p
title: Mapping vocal interactions in space and time differentiates signal broadcast versus signal exchange in meerkat groups

description: This repository contains the code and data required to carry out analyses of meerkat vocal interactions, described in the paper "Mapping vocal interactions in space and time differentiates signal broadcast versus signal exchange in meerkat groups". Phil. Trans. R. Soc. B ;379: 20230188. https://doi.org/10.1098/rstb.2023.0188
See README for further explanations on reproducing the analyses
DOI: 10.6084/m9.figshare.12452513.v1
title: Supplementary Material for: Measurement of the Lower Lid Margin Thickness by Anterior Segment Optical Coherence Tomography

description: <b><i>Purpose:</i></b> To verify the feasibility of using anterior segment optical coherence tomography (AS-OCT) to measure the lower lid margin thickness (LLMT) from posterior lash line to the mucocutaneous junction. <b><i>Methods:</i></b> This was a prospective, single-center, observational study. Fifty-six volunteers between 20 and 79 years old with normal healthy eyes were included in this study. Using AS-OCT to measure the LLMT at the middle position was separately performed by two operators under the same conditions. <b><i>Results:</i></b> The mean age of 56 subjects (24 males and 32 females) was 45.4 ± 15.7 years. The LLMT measured by AS-OCT between two operators was 0.86 ± 0.23 mm and 0.85 ± 0.22 mm, respectively. The reliability and repeatability between two operators were evaluated by intraclass correlation coefficient (ICC = 0.97). Based on one operator’s measurements, the LLMT was 0.70 ± 0.10 mm at ages 20–29, 0.68 ± 0.09 mm at ages 30–39, 0.94 ± 0.12 mm at ages 40–49, 0.93 ± 0.20 mm at ages 50–59, 1.03 ± 0.15 mm at ages 60–69, and 1.24 ± 0.19 mm at ages 70–79, which indicated a significant positive correlation with age (<i>r</i><sub>s</sub> = 0.74, <i>p</i> &lt; 0.001). In addition, there was a significant difference in the LLMT between genders (0.94 ± 0.26 vs. 0.80 ± 0.19 mm, <i>p</i> = 0.03). <b><i>Conclusions:</i></b> A good agreement between two operators indicated that it seemed to be feasible to use AS-OCT to measure the LLMT. Additionally, we found that the LLMT appeared to be closely related to age and gender.