cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/49wmksx7pr.1
title: Spatial and temporal distribution of sea salt aerosol mass concentrations in the marine boundary layer from the Arctic to the Antarctic

description: 1. Sampling information The samples were collected from the Chinese Research Vessel (R/V) Xuelong, which undertook eight Antarctic cruises and five Arctic cruises, in summer, between 2008 and 2018. Briefly, all cruises used a large-flow air sampler to collect TSP (total suspended particulates) samples as well as field blanks. To avoid contamination, the large flow samplers were placed on the top deck during all cruises. All samples were collected using the relevant filter at a flow rate of 1.05 m3/min up to 57 h (most of them are 24h). After sampling, the samples were stored in a refrigerator at - 4 °C, prior to laboratory analysis. 2.Ion chromatography 467 samples were measured for ion concentrations. In summary, a punch sample of each filter was extracted by sonication and filtered through pre-washed 0.22-µm filters. Na+ in the samples was measured by ICS-2100 ion chromatography (Thermo Fisher Scientific Inc., USA). Each test had at least two reagent blanks, two field blanks, and one recovery. The recovery rate of all recovered samples was between 90% and 110%. The typical analytical precision of the instrument was better than 10 % relative standard deviation (RSD) for all ions. For comparison between the GEOS-Chem model and the observations, we converted the observed Na+ mass concentrations to SSA mass concentrations using a factor of 3.256, based on the mass ratio of Na+ in seawater. 3.GEOS-Chem model The GEOS-Chem global tropospheric chemistry model v12.2.6 (http://acmg.seas.harvard.edu/geos/) was used to simulate SSA concentrations with a spatial resolution of 2° × 2.5° at an hourly resolution (Text S3). Briefly, the model is driven by the Modern-Era Retrospective Analysis for Research and Applications-2 (MERRA-2). As our samples were TSP samples, the default SSA radius setting in the model (dp: particle diameter ~16 µm) was selected. SSA source functions in GEOS-Chem with an empirical dependence on SST derived by Jaegle et al. (2011). We simulated SSA concentrations every hour along the specific ship tracks and using the meteorology for the same dates as the measurements, and hourly-mean output for grid boxes extracted to match ship position. After simulating the hourly SSA concentration values along the ship tracks, all the simulated values during the sampling period (such as 24 hours) were arithmetic averaged to obtain the final SSA simulated value for each sample, which was compared with the observed value. 4.Auxiliary data The U10 data analyzed in this study were obtained with the meteorological detection system atop R/V Xuelong (33.5 m) during the Arctic and Antarctic cruises. SST, T2M (temperature at 2 m in the atmosphere), relative humidity (RH), sea ice fraction (FRESEAICE) were also acquired from the MERRA-2 meteorological field in the GEOS-Chem model, more details about the MERRA-2 data were given in Molod et al. (2015).
DOI: 10.17632/797tygyzbn.2
title: Online Comments for Sentiment Analysis

description: A total of 1165 reviews of 3 smartphone products are crawled from amazon.com for evaluation of proposed ontology-based sentiment analysis approach.
DOI: 10.17632/92rgnswtn8.2
title: Modeling the human aging transcriptome across tissues, health status, and sex

description: Raw count and metadata tables.
DOI: 10.17632/stksys9c3r.1
title: Covid-19 risk data during lockdown-like policy in Indonesia

description: These data contains Covid-19 risk data of several cities and provinces in Indonesia. We have used central and local government Covid-19 tracking site to determine the daily risk for several cities and provinces in Indonesia. All data were extracted on August 22, 2020. We developed these data and calculated daily rate of confirmed and active cases, case fatality rate and rate of case fatality rate before, during and after lockdown-like policy.
DOI: 10.17632/x85byrfwnv.1
title: liquid unloading in the curve section of horizontal gas wells

description: liquid unloading in the curve section
DOI: 10.17632/rmdgkcyd2n.1
title: Dataset on probe performance simulation of divided-aperture differential confocal Raman microscopy under the influence of background noise and different tilting angles

description: The axial response curves of the confocal microscopy and the divided-aperture differential confocal microscopy were analyzed and compared under the influence of background noise.The probing ability of the divided-aperture differential confocal microscopy was evaluated using goodness-of-fit when the sample was at different tilting angles.
DOI: 10.17632/cztrycpjxw.1
title: MRI parameters for assessing Ki-67 PI

description: The original data of 48 inpatients
DOI: 10.17632/6tp23p59cb.1
title: FEL for LSS

description: clinical data for FEL
DOI: 10.17632/rw2h69jwcp.1
title: Proactive personality and aggressive voice

description: Prior to starting the study, ethical approval has been obtained from the University of Alberta Research Ethics Board (REB1) to confirm the study meets national and international guidelines for research on humans. Data was collected through Qualtrics.
DOI: 10.17632/rccd7rb8yp.1
title: JAAD-D-20-00839R2 Comparative tolerability and efficacy of daylight, conventional, and combination aminolevulinic-acid-photodynamic therapy for treatment of actinic keratosis

description: Supplemental figures, materials, and methods for the randomized controlled trial "Comparative tolerability and efficacy of daylight, conventional, and combination aminolevulinic-acid-photodynamic therapy for treatment of actinic keratosis" published in the Journal of the American Academy of Dermatology. ClinicalTrials.gov Identifier: NCT03322293
DOI: 10.17632/dzy22g86tt.2
title: DATASET ON ISLAMIC SCHOOL TEACHERS’ ORGANIZATIONAL COMMITMENT AS FACTORS AFFECTING JOB SATISFACTION AND JOB PERFORMANCE

description: This dataset (survey instrument) examines the effect of Organizational Commitment factors on Job Performance and Job Satisfaction at Indonesian Islamic Schools. The instrument was adapted, back-translated and validated. The data were obtained from 387 responses.
DOI: 10.17632/skh2bjz3h6.1
title: TV viewership and political participation in Pakistan

description: This data is based on the following Research Questions: RQ1: Whether there is any relationship between the university students level of political knowledge and their political TV talk shows watching habits? RQ2: What is the relationship between the level of political awareness and watching TV political talk shows among students in Lahore, Pakistan? RQ3: Is there any relationship between political participation and TV political talk shows watching among university students in Lahore, Pakistan? The data analysis revealed a significant positive relationship between television political talk shows watching and political participation of university students of Lahore in Pakistan General Elections 2018. Also, there is a mediation role of political knowledge. The data was gathered from the public sector and private sector universities of Lahore during September and October 2018 after the General Elections. Undergraduate and postgraduate level students were included among the respondents and it was collected through a self-administered paper and pencil questionnaire comprising 30 close-ended questions adapted from already built scales (McLeod et al., 2013). The data can be reused for studying the role of TV viewership and political participation, especially in the case of the youth and university students.
DOI: 10.17632/4kx5sfx9vz.1
title: Cis-regulatory mutations with driver hallmarks in major cancers

description: Jan-11-2021 Two types of datasets for each cancer type are provided as follows: Varscan called somatic mutation data: these are raw somatic mutations called with default Varscan parameters without any filtering. Gene-level ASE data: these are gene-level ASE based on RNA-seq data of tumor samples. In our paper, the above data were further filtered and performed association test between gene-level ASE and somatic mutation occurrence within different regulatory regions. See details in the section of method in our iScience paper: Zhongshan Cheng, Michael Vermeulen, Micheal Rollins-Green, Brian DeVeale, Tomas Babak. 2021. Cis-regulatory mutations with driver hallmarks in major cancers. iScience. Dataset Annoations: Headers for somatic mutation derived from Whole Genome Sequence (WGS) data using the software Varscan (dataset: Cancer_type_varscan_mutations.csv): chrom="the chromosome that the mutation is residing in" position="mutation position on the chromosome (hg19)" ref="reference allele for the mutation" var="mutated allele for the mutation" normal_reads1="sequence reads for the reference allele in normal WGS" normal_reads2="sequence reads for the mutated allele in normal WGS" normal_var_freq="variant allele frequency in normal WGS" normal_gt="normal genotype at this site" tumor_reads1="sequence reads for the reference allele in tumor WGS" tumor_reads2="sequence reads for the mutated allele in tumor WGS" tumor_var_freq="variant allele frequency in tumor WGS" tumor_gt="tumor genotype at this site" somatic_p_value="Varscan somatic mutation P value" gp="TCGA WGS sample ID" Header for gene-level ASE dataset, 'Cancer_type_gene_level_ASE.csv': transcript_id="assembled transcript ids for gene-level ASE" ASE_Reads_Hap1="RNA-seq read sum for phased haplotype 1" ASE_Read_Hap2="RNA-seq read sum for phased haplotype 2" SNP_Read_on_Hap1_2="For each SNP phased into two haplotypes, its allele reads on each haplotype" SNPs="SNPs phased into two haplotypes for the assembled transcript" SNP_Alleles="Two alleles of each SNP phased into each haplotype" TCGA_Sample_ID="TCGA RNA-seq ID" transcript_st="assembled transcript start position (hg19)" transcript_end="assembled transcript end position (hg19)" chr="chromosome information for assembled transcript"
DOI: 10.17632/t4dr6nnbn7.1
title: Camera extrusion holder - 1

description: This is OpenSCAD file for Camera extrusion holder
DOI: 10.17632/dc7m6n9mm2.1
title: Lid for vacuum flask for small MicroMI

description: This is the OpenSCAD file for Lid for vacuum flask for small MicroMI
DOI: 10.17632/w8823s64p3.1
title: Data for spatial and seasonal variations of stable isotope ratios of particulate organic carbon and nitrogen in the surface water of the Kuroshio

description: Dataset of sampling date, location, depth, δ13C, δ15N, filtration volume of seawater, temperature, salinity, nitrate concentration, chlorophyll-a concentration, latitude of Kuroshio axis, area (coastal or offshore), and seasons. This dataset were used in our preprint (https://www.essoar.org/doi/abs/10.1002/essoar.10504272.1).
DOI: 10.17632/gbxvf6vfm6.1
title: Supplementary Material

description: Supplementary material that provides comparison of Effluent discharge Regulations and Impact of the identified pollutants from coal leachate
DOI: 10.17632/2pxgf95y43.1
title: Risk-free rate of return in Sweden 2010-2018

description: Year-month and risk-free rate of return (in %), collected from Nasdaq.
DOI: 10.17632/54swr953ps.1
title: Key: Fund-Index Swedish funds and benchmark indices

description: ISIN; secid (for Morningstar); benchmark index; dummy whether fund is actively managed (1) or and index fund (0)
DOI: 10.17632/bv5c963gk3.1
title: Key: Fund-Firm Swedish funds and fund families

description: Fund isin Firm organization number
DOI: 10.17632/v6v427yr6h.1
title: Characteristics for Swedish funds investing in Sweden 2010-2018

description: From annual fund reports. amt : fondförmögenhet årets slut (total assets) turn: omsättningshastighet (turnover) tia: courtage (bundled commissions/trading costs including analysis) ocxfixed: ongoing charge excluding fixed management fee fixed: förvaltningsavgift (management fee) txa: trading costs excluding analysis extan: external analysis tfee: transaktionskostnader / omsatta värdepapper (trading fee) *r: ratio (cost / assets)
DOI: 10.17632/czjwgb9jp8.1
title: aerial images Maggia River, Switzerland

description: Part of the colour-rendered aerial images of the braided reach of the river Maggia between the villages of Riveo and Giumaglio. (Based on Savina, M., Perona, P., Molnar, P., & Burlando, P. (2008). "Ecomorphological changes in the Maggia River in the pre- and post impoundment periods. Scientific Report of the Swiss National Science Foundation "MaVal" project. ETH Zurich, Zurich, CH.)
DOI: 10.17632/nbx6rjwcrh.1
title: 1

description: 2
DOI: 10.17632/bp5f68sny2.1
title: Berth Allocation Problem - Simulation of Instances

description: This dataset gives the macro for generating different instances of the berth allocation problem. The parameters for generation are given in sheet 'DataForSim' and the output is given in the sheet 'Inputs'. The macro can be run using the button 'Simulate an Instance'.
DOI: 10.17632/6mjjk298ym.1
title: "Innoforest" EU Forest ecosystem services maps

description: The dataset contains raster maps (TIFF) at 1-km resolution of forest ecosystem services in the European Union. The following ecosystem services are included: - Wood (indicator: growing stock volume) - Water supply (indicator: water yield) - Erosion control (indicator: avoided soil erosion) - Pollination (indicator: relative pollination potential) - Habitat provision (indicator: relative bird species richness) - Soil formation (indicator: soil organic carbon) - Climate regulation (indicator: carbon storage) - Recreation (indicator: recreation opportunity). The maps were compiled by direct extraction of relevant information from existing raster datasets generated in previous mapping exercises (mostly, those produced by the European Commission’s Joint Research Centre) and by modelling using land use/land cover, forest, soil, elevation and climatic data was also performed to generate new maps (e.g. water supply) or adapt existing oness to the scope of the study (e.g. recreation). Basic raster operations, such as resampling, were performed on some of the existing raster datasets to make them comply with the selected resolution. The detailed methods followed to generate the dataset, as well as the interpretations of the results, are presented in the following Open Access paper: https://www.sciencedirect.com/science/article/pii/S0264837719313547?via%3Dihub The research leading to these data has received funding from the European Union Horizon 2020 under the Grant Agreement number 763899, InnoForESt project, within the Innovation Action
DOI: 10.17632/n7zbdnn8fj.1
title: A Comparative Analysis for Heartbeat Signal Classification based on Metaheuristic Approaches

description: In the literature, we found metaheuristic approaches for heartbeat classification consisting of parameter optimization. These metaheuristic approaches have been applied in two contexts: employing a binary classification and using multiclass classification with a specific number of classes. There exists a significant reduction in the performance of classifying heartbeat when the datasets are unbalanced. In this paper, we present an evaluation of two metaheuristic optimization approaches based on a multiclass heartbeat classification in the presence of unbalanced classes. We focus on classifying heartbeat classes ranging from 2 to 8 for intra-patient cases and obtain competitive results versus the state-of-the-art works, obtaining up to 99\% performance since we look for broad detection of heartbeat types such as non-ectopic beats, supraventricular ectopic beats, and ventricular ectopic beats with higher specificity, sensitivity, precision, and accuracy.
DOI: 10.17632/88ywzxgkdx.1
title: Data Measuring Africans (Ghanaians) Perception of China amid COVID-19 Pandemic

description: This data was collected for a studies that examined African (Ghanaian) perception of China amid COVID-19 pandemic. Ghanaian public were asked questions regarding Chinese manufactured products and responses were used to measure their attitude and image towards China. A paper titled "The Rationality of Soft Power Resource: Assessing the Impact of COVID-19 on China’s influence in Africa" was produced. The hypotheses of this research were that since some Africans were allegedly abuse in China over COVID-19 fears: 1. The presentation of China in the COVID-19 narrative and the later alleged abuse of Africans in China is likely to shape a negative Ghanaian public perception of China and its soft power resource (manufactured products). 2. Ghanaian public are rational actors who seek to maximise utility (satisfaction) they get from a resource. Thus, their perception and attitude towards China regarding COVID-19 narrative is likely to depend on the relationship between the utility of China’s soft power resource (manufactured products) and the narration. The data was collected through online with an online survey instrument called Survey Heart. A total sample size of 1020 were collected between August 1 and November 30, 2020. The data revealed that Ghanaian public generally have positive image of China as a result of the benefits Chinese manufactured products offer, and that, narration of China in COVID-19 and the fact that Africans were allegedly abuse in China played no role in shaping Ghanaian perception of China. The data revealed that, Ghanaian public perception and response to China’s representation in COVID-19 is a function of their interest and benefits they derive from Chinese products, a situation that helps to shape a positive image towards China without been influenced by China’s COVID-19 narrative. Employing the rational choice theory, the paper argues that, the assumption of a self-interested, maximising individual that calculates her perceived gains of actions as empirically established characteristics of human nature, solidifies China’s positive image and influence through its manufactured products as a soft power resource despite its negative representation in COVID-19 narrative.
DOI: 10.17632/9np8rkwxz6.1
title: Monte Carlo simulation data for the failure of Hi-Nicalon bundles by slow crack growth introducing inhomogeneous fiber stress

description: The data are related to a Data in Brief article itself complementing a research letter about the prediction of time to failure scatter for Hi-Nicalon SiC-based multifilament tows under static fatigue conditions at intermediate temperature and ambient air. A Monte Carlo algorithm is shared simulating this variability on the following concept: combine the filament strength and applied stress distributions, the latter being related to fiber slack, under a deterministic lifetime prediction model. The ‘Virtual endurance diagram HI-Ni.xlsx’ file gathers thousands of simulations used to build the virtual stress-time to failure endurance diagram. This latter reveals the hierarchical scale effect affecting the stress exponent, discussed in the related article. Finally the ‘Data Hi-Ni virtual lifetime.xlsx’ file combines the properties attributed to critical filaments, aiming at identifying the key parameters piloting the simulated lifetime variability and the scale effect.
DOI: 10.17632/3t5ns4x58r.1
title: Day Ahead Wind Power Forecast Data

description: This data comprises wind power forecast of a windmill in India with a capacity of 32 MW. This data can be used for developing effective methods for wind power utilization in the absence of power storage systems.
DOI: 10.17632/7n9t5fn99b.2
title: Sharacely_dados_artigo

description: Dados referentes ao artigdata referring to the article: Two Hours of Separation Prior to Milking: Is This Strategy Stressful for Jennies and Their Foals? The 2-h separation period, based on the reported data, is possibly not a stressful experience for the assessed group of Pêga jennies and foals. The reported protocol, which included frequent positive interactions with the animals, may be useful to assure acceptable animal welfare levels for donkeys in small-scale dairy production settings. . Few significant behavioural and salivary cortisol changes were observed, and milk yield was not affected by cortisol levels in response to the separation. The 2-h separation period, on the basis of the collected variables, did not appear to be stressful for the assessed group of Pêga jennies or foals; however, their ability to adapt to milking routine stress remains to be investigated.
DOI: 10.17632/fgpp8cd6hr.1
title: Joshi Vinay Kumar

description: My project explores MVC architecture by building a web app using Technologies like HTML, CSS, SERVLETS/JSP , and DB, a complete web app.
DOI: 10.17632/ykb5wh3gn3.1
title: FARMM Metabolomics

description: FARMM metabolomics data, area under the curve values from untargeted metabolomics
DOI: 10.17632/h47tcy4gd5.1
title: Data for: Transforming corn stover to useful transport fuel blends in resource-limited settings

description: Raw data on fuel properties, distillation characteristics and calculated cetane indexes of corn stover bio-oil/diesel blends
DOI: 10.17632/jw4829m2t6.1
title: Data on the Relationship of Emotional Intelligence and Stages of Change Among Malaysian Prison Inmates

description: This file consists of the data on Emotional Intelligence and Stage of Change among inmates in Malaysia gathered from 429 inmates in Malaysian prisons.
DOI: 10.17632/2f79b78k5h.2
title: An epidemiological study on skin tumors of the elderly in a community in Shanghai, China
DOI: 10.5281/zenodo.4322963
title: Annexes A and B to EFSA Scientific report "Chronic dietary exposure to inorganic arsenic"

description: <strong>Annex A-</strong> Contains the raw occurrence dataset on arsenic as extracted from the EFSA DWH on 30 April 2020 (no data cleaning applied), with the food samples presented in the scientific report as described in its section 2.1. Occurrence data. The data are provided in csv format. This dataset is compliant with EFSA SSD model and contains two additional columns documenting issues identified in the cleaning process (column: issue) and the action taken (column: action) to address the issue (e.g. deleted record or updated values in specific fields). The link to the catalogues of controlled terminologies can be found under "Related identifiers”. <strong>Annex B-</strong> Contains summary statistics on occurrence data, consumption data, and dietary exposure assessment results. Table B1. Dietary surveys per country and age group available in the EFSA Comprehensive Database considered in the chronic dietary exposure assessment to inorganic arsenic. Table B2. Analytical data on iAs after data cleaning and analysis steps (13,608 analytical results).<br> Table B3. Occurrence values of inorganic arsenic in food (µg/kg) as used for the exposure assessment.<br> Table B4. Occurrence values of total arsenic in food (µg/kg).<br> Table B5. Summary of the chronic dietary exposure assessment to inorganic arsenic (µg/kg bw per day).<br> Table B6. Detailed chronic dietary exposure assessment to inorganic arsenic (µg/kg bw per day) by European dietary surveys and age classes. Table B7. Main contributing food groups (%) to the mean LB and UB chronic dietary exposure to inorganic arsenic across European dietary surveys and age classes. Table B8. Detailed mean contribution of food groups (%) to the mean LB and UB chronic dietary exposure to inorganic arsenic across European dietary surveys and age classes.
description: EU; csv; data.admin@efsa.europa.eu