• Title of article

    Generation of two-dimensionally variable saturated hydraulic conductivity fields: Model theory, verification and computer program

  • Author/Authors

    Taskinen، نويسنده , , Antti and Sirviِ، نويسنده , , Hannu and Bruen، نويسنده , , Michael، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2008
  • Pages
    15
  • From page
    876
  • To page
    890
  • Abstract
    The theory for the generation method of spatially variable Ks fields, using a set of scaling factors of log-normally distributed random field with two-dimensional correlation structure, is compiled from different sources. It is developed further by derivation of computational formulas of model parameters for a general case. The user of the method needs to define the mean, coefficient of variation and correlation length of the Ks fields. Both isotropic and anisotropic fields can be generated. The method and the computer program, which is provided for readers, are verified by analyzing example generations carried out by set of different parameter values. Since the materializations of the set values in generated fields were found satisfactorily accurate and their distributions cohered the model structure, the method and the computer program can be considered a useful and reliable tool for simulation of spatially variable hydraulic conductivity fields. However, the way of the method treating the covariance structure of the random vector limits the field size or the number of nodes where the Ks values are to be generated.
  • Keywords
    Monte Carlo simulation , Random field , Spatial variability , generation , Spatial correlation , Log-normal Distribution
  • Journal title
    Computers & Geosciences
  • Serial Year
    2008
  • Journal title
    Computers & Geosciences
  • Record number

    2287361