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  • Ab-initio calculations for the adsorption of H2O on a carbene-like zigzag site at the edge of a poly aromatic hydrocarbon. Videos with the frontal and lateral views of the intrinsic reaction coordinate calculation are provided to emphasize the rotational process. This information is a relevant evidence of the electronic effects that induce rotation of the water molecule and provides explanation from ab initio procedures to the slow H2O adsorption sometimes attributed to diffusion problems.
    Data Types:
    • Video
    • Dataset
  • Data consists of Stata 12 data set of the Zambia Demographic Health Survey Data for the year 2013/14. The data set consist of childhood mortality rates as well as socioeconomic, demographic and cultural factors associated with the deaths of these children. Using a multivariate regression analysis, the study uses odds ratio to determine factors are associated with childhood deaths. However, the study uses marginal effects of these factors to determine the extent to which these factors influence childhood mortality. The data set further includes the do-files showing the commands that were run in coming up with the results.
    Data Types:
    • Software/Code
    • Dataset
  • this Data reveals all results founded in this research paper
    Data Types:
    • Software/Code
    • Image
    • Dataset
    • Document
  • Dados para análise fatorial exploratória para a composição do modelo de dados.
    Data Types:
    • Software/Code
    • Tabular Data
    • Dataset
  • The research question for this dataset was: How will climate change impact the growth of spring wheat in Fairbanks, Alaska? The DSSAT CERES-Wheat crop simulation model was used to answer this research question. Data consists of DSSAT V4.7.0.0 Files and Field Data. Data in the Field Data files were collected at the University of Alaska Fairbanks small grains variety trial plot in Fairbanks, AK. This field data was input into DSSAT. DSSAT Files were used to calibrate, validate, and apply the DSSAT CERES-Wheat crop simulation model for simulating spring wheat growth (cultivar Ingal) in projected climate change scenarios. These DSSAT files are ready for a modeler to use.
    Data Types:
    • Other
    • Software/Code
    • Tabular Data
    • Dataset
  • The dataset contains the data collected in a user study carried out to evaluate the impact of using domain knowledge, ontologies, in the creation of global post-hoc explanations of black-box models. The research hypothesis was that the use of ontologies could enhance the understandability of explanations by humans. To validate this research hypothesis we ran a user study where participants were asked to carry out several tasks. In each task, the answers, time of response, and user understandability and confidence were collected and measured. The data analysis revealed that the use of ontologies do enhance the understandability of explanations of black-box models by human users, in particular, in the form of decision trees explaining artificial neural networks.
    Data Types:
    • Software/Code
    • Tabular Data
    • Dataset
    • Text
  • Measures of a Spanish sample of working and non-working adults with mental illness. Including variables such as perceived personal and group discrimination, internalized stigma, disagnosis concealment, and self-esteem.
    Data Types:
    • Software/Code
    • Dataset
  • This is the original data of our research about economic policy uncertainty and stock liquidity from China. Our data come from two main sources, that is CSMAR and Wind database. The sample consists of the A-share listed companies from 2004 to 2017 in both Shanghai and Shenzhen Stock Exchange. We then filter the sample by: (1) delete the sample of financial and insurance industry; (2) remove the sample of abnormal companies such as special treated firms and particular transfer firms; (3) delete samples with asset-liability ratio greater than 1 and other variables with missing values; (4) winsorise the continuous variables at the 1st and 99th percentiles in order to eliminate potential outlier effects. The final sample consists of 97,729 firms.
    Data Types:
    • Software/Code
    • Dataset
  • GIS data associated with Neugarten RA et al. 2020. Trends in protected area representation of biodiversity and ecosystem services in five tropical countries. Ecosystem Services 42:101078. Includes data from Cambodia, Guyana, Liberia, Madagascar, and Suriname Datasets included: country boundaries, protected areas in 2003 and 2017, biodiversity priority areas, forest cover in 2003 and 2015, forest carbon stocks, non-timber forest products, and freshwater ecosystem services
    Data Types:
    • Other
    • Tabular Data
    • Dataset
    • Document
  • The dataset provides a chaos game representation (CGR) of SARS-CoV-2 virus nucleotide sequences. The dataset is composed of 100 virus instances of SARS-CoV-2. In addition, the dataset also provides a CGR representation of 11540 viruses from the Virus-Host DB dataset and the other three Riboviria viruses from NCBI.
    Data Types:
    • Software/Code
    • Tabular Data
    • Dataset
    • Text
    • File Set