Contruct.Pf

The argument X needs to have an attribute pointing the state variables to their corresponding site. This attribute needs to be called `Site`. At the moment, the cov between state variables at blocks defining the cov between two sites are assumed zero.

Contruct.Pf(
  site.ids,
  var.names,
  X,
  localization.FUN = NULL,
  t = 1,
  blocked.dis = NULL,
  ...
)

Arguments

site.ids

a vector name of site ids.

var.names

vector names of state variable names.

X

a matrix of state variables. In this matrix rows represent ensembles, while columns show the variables for different sites.

localization.FUN

This is the function that performs the localization of the Pf matrix and it returns a localized matrix with the same dimensions.

t

not used

blocked.dis

passed to `localization.FUN`

...

passed to `localization.FUN`

Value

It returns the var-cov matrix of state variables at multiple sites.

Author

Hamze Dokoohaki