mixFields {clim.pact} | R Documentation

## mixFields

### Description

Mix fields by combining two different gridded sets of observation. Observations/data for representing values at n different locations at a given time (t) can be described in terms of a vector

x(t)=[x_1, x_2, ... x_n].

Two different sets of observations can be represented by two vectors y and z of lengths n and m respectively. In mix.fields, the information in these two data sets are combined combining the two vectors:

x(t)=[y(t), z(t)]= [y_1, y_2, ... y_n, z_1, z_2, ... z_m].

The length of the final vector of the mixed field is the sum of the lengths of the two respective vectors. The two data sets do not have to be on the same grid.

reference: Bretherton et al. (1992) "An Intercomparison of Methods for finding Coupled Patterns in Climate Data", J. Climate, vol 5, 541-560.

The output from `mixFields` can be used in `EOF` to compute mixed-common EOFs which subsecuently can be used as predictors in `DS` in order to downscale climate scenarios (Benestad et al. (2002), "Empirically downscaled temperature scenarios for Svalbard", Atm. Sci. Lett., doi.10.1006/asle.2002.0051).

### Usage

    mixFields(field.1,field.2,mon=NULL,interval=NULL)

### Arguments

`field.1` | A 'field.object'.
`field.2` | A 'field.object'.
`mon` | Calendar month to extract.
`interval` | Time interval to extract.

### Value

A 'field.object'.

### Author(s)

R.E. Benestad

### Examples

    ## Not run:
    library(clim.pact)
    x.1 <- retrieve.nc("/home/kareb/data/ncep/ncep_t2m.nc",
                       x.rng=c(-60,40),y.rng=c(50,75))
    x.2 <- retrieve.nc("/home/kareb/data/ncep/ncep_slp.nc",
                       x.rng=c(-60,40),y.rng=c(50,75))
    print(x.1$v.name)

    print("Read GCM predictor data.")
    X.1 <- retrieve.nc("data/mpi-gsdio_t2m.nc",
                       x.rng=c(-60,40),y.rng=c(50,75))
    X.2 <- retrieve.nc("data/mpi-gsdio_slp.nc",
                       x.rng=c(-60,40),y.rng=c(50,75))
    print(X.1$v.name)
    print("Cat fields.")
    xX.1 <- catFields(x.1,X.1,interval.1=c(1958,1998),interval.2=c(1958,2050))
    xX.2 <- catFields(x.2,X.2,interval.1=c(1958,1998),interval.2=c(1958,2050))
    xX <- mixFields(xX.1,xX.2,mon=1,
                     interval=c(1900,2050))
    print("EOF")
    eof.c <- eof(xX.1,mon=1)
    eof.mc <- eof(xX,mon=1)
    ## End(Not run)

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