rsurface.plot: To produce a response surface plot of the emulator

In stilt: Separable Gaussian Process Interpolation (Emulation)

To produce a response surface plot of the emulator

Description

To produce a response surface plot of the emulator

Usage

rsurface.plot(emul, parind, parvals, tind, n1, n2, zlim = NULL)

Arguments

emul	A standard emulator object, as output, for example, by the 'emulator' function
parind	Vector of parameter indices (x and y) (columns of emul$Theta.mat) for which the response surface is desired. Should contain only two elements. parind[2] can be less or more than parind[1].
parvals	A vector of parameter values to use for the rest of the parameters (that are kept at constant values). Must be the same length as the number of columns in emul$Theta.mat. The columns corresponding to parind should be NA.
tind	Time index at which to predict
n1	X direction grid size
n2	Y direction grid size
zlim	Vector of z-limits for the filled.contour function. Default is the range of data plotted.

Details

Produces a response surface plot of the emulator as a function of selected parameters, while the rest of the parameters are fixed at their values set by parvals. Use n1 and n2 to specify X and Y grid size. Optionally, plot limits can be specified through zlim. The code relies on the filled.contour function.

Value

None

Note

Evaluation of this function (especially for large datasets and grid sizes) might take a long time. This is because in current specification, the 'predict.emul' function predicts the entire time-series (or space transect) at once.

References

R. Olson and W. Chang (2013): Mathematical framework for a separable Gaussian Process Emulator. Tech. Rep., available from
www.scrim.psu.edu/resources/stilt/Olson_and_Chang_2013_Stilt_Emulator_Technical_Report.pdf.

See Also

emulator, predict.emul

Examples

# Plot the SICOPOLIS ice mass loss in year 2500 as a function of Snow
# PDD Factor and Ice PDD Factor, at mid-range values of other parameters
data(emul.Sicopolis)
## Not run: 
  rsurface.plot(emul=emul.Sicopolis, parind=c(4,5), parvals=c(3, 10, 50, NA, NA),
      tind=661, n1=5, n2=5)
  
## End(Not run)

stilt documentation built on April 11, 2025, 5:46 p.m.