intamapExampleObject {intamap}

Simulated Intamap Object

Description

Intamap object of class "copula" containing a simulated data set with 196 spatial locations.

Usage

data(intamapExampleObject)

Details

The data set is a realization of a random field generated using a Gaussian copula and generalized extreme value distributed margins (location=40,shape=0.5, scale=30). The correlation function is Matern (Stein's representation) with range=4, kappa=3 and nugget=0.05. Furthermore, there is geometric anisotropy with direction=pi/3 and ratio=2.

References

Pebesma, E., Cornford, D., Dubois, G., Heuvelink, G.B.M., Hristopulos, D., Pilz, J., Stohlker, U., Morin, G., Skoien, J.O. INTAMAP: The design and implementation f an interoperable automated interpolation Web Service. Computers and Geosciences 37 (3), 2011.

See Also

spatialPredict.copula, estimateParameters.copula

Examples

## Not run: 
data(intamapExampleObject)
## estimate parameters for the copula model
intamapExampleObject<-estimateParameters(intamapExampleObject)
## make predictions at unobserved locations
intamapExampleObject<-spatialCopula(intamapExampleObject)

## End(Not run)