Anisotropic Variogram Models

Anisotropic variogram models are similar to those for isotropic variograms but includes directional information in the range parameter. GS+ calculates geometric anisotropy, in which the range changes with direction but the sill remains constant. Consequently the anisotropic model includes a directional component only for the range term below.

Four types of anisotropic variogram models are provided in GS+: Linear, Spherical, Exponential, and Gaussian. Each model can be described using the following terms:

•      Nugget Variance or Co – the y-intercept of the model; this value is the same for all directions.

•      Sill or Co+C – the model asymptote; this value is the same for all directions.

•      Range or A – the separation distance over which spatial dependence is apparent for the direction examined. It is the sum of:

•      A1 – the range parameter for the major axis of variation f, and

•      A2 – the range parameter for the minor axis (f + p/2);

adjusted for the angle between pairs q as noted in the formulas for individual models.

 

GS+ calculates default values for each parameter of the four models. You may change any of these four model parameters from the Anisotropic Variogram Model dialog window.