Data.AR1Korea.model: Korean modelled temperature variability and future change

In stilt: Separable Gaussian Process Interpolation (Emulation)

Korean modelled temperature variability and future change

Description

Future 2081-2100 RCP8.5 emissions scenario change in summer mean maximum temperature compared to present (1973-2005) over Korea as a function of present-day (1973-2005) variability (innovation standard deviation and autocorrelation from CMIP5 GCMs)

Usage

data(Data.AR1Korea.model)

Format

The format is a list containing five elements:

$t

Time vector for model output: (2081, 2082, ... 2100)

$tunits

Time units = "Year"

$out

[1:20, 1:29] matrix of GCM temperature change output. [row, col] = [time, model index]. The variability parameters corresponding to columns of $out are in the $par element of Data.AR1Korea.par

$outname

Output name = "Temp Change 1973-2005 to 2081-2100"

$outunits

Output units = "K"

Details

The CMIP5 GCM output was analysed by Jong-Soo Shin and Roman Olson at Yonsei University. The variability properties were found by maximum likelihood.

Examples

# Fit an emulator to the CMIP5 GCM Korean temperature variability and change
# data with innovation standard deviation and time as covariates
data(Data.AR1Korea.model)
data(Data.AR1Korea.par)
emulator(Data.AR1Korea.par, Data.AR1Korea.model, c(TRUE, FALSE), TRUE, 3, 3)

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