plotEnsembleHovmoeller: Hovmoeller Diagram for model ensemble

In amber: Automated Model Benchmarking R Package

Description

This function plots Hovmoeller diagrams of monthly climatological mean values and biases computed by scores.grid.time for multiple ensemble members

Usage

plotEnsembleHovmoeller(mod.path.list = mod.path.list,
  modelIDs = modelIDs, myVariables = myVariables, myBin = 20,
  gridCellWidth = 2, my.ylim = c(-100, 100), plot.width = 8.4,
  plot.height = 5, outputDir = FALSE)

Arguments

mod.path.list	A List of directories where AMBER output is stored for different model runs, e.g. list(mod01.path, mod02.path, mod03.path)
modelIDs	An R object with the different model run IDs, e.g. c('CLASSIC.CRUJRAv2', 'CLASSIC.GSWP3W5E5', 'CLASSIC.CRUNCEP')
myVariables	An R object with the variable names of interest, e.g. c('GPP.FluxCom', 'RECO.FluxCom').
myBin	An integer number that defines the latitudinal range used for computing the zonal mean. For instance, a value of 10 implies that a zonal mean is computed for every 10 degrees latitude.
gridCellWidth	A number that is used as a factor to adjust the width of grid cells, e.g. 1.
my.ylim	An R object that gives the longitude range that you wish to plot, e.g. c(-90, 90)
plot.width	Number that gives the plot width, e.g. 8
plot.height	Number that gives the plot height, e.g. 4
outputDir	A string that gives the output directory, e.g. '/home/project/study'. The output will only be written if the user specifies an output directory.

Value

Figures in PDF format.

Examples

library(amber)
library(classInt)
library(doParallel)
library(foreach)
library(Hmisc)
library(latex2exp)
library(ncdf4)
library(parallel)
library(raster)
library(rgdal)
library(rgeos)
library(scico)
library(sp)
library(stats)
library(utils)
library(viridis)
library(xtable)

mod01.path <- paste(system.file('extdata', package = 'amber'), 'model01', sep = '/')
mod02.path <- paste(system.file('extdata', package = 'amber'), 'model02', sep = '/')
mod.path.list <- list(mod01.path, mod02.path)
modelIDs <- c('CLASSIC.CRUJRAv2', 'CLASSIC.GSWP3W5E5')

myVariables <- c('GPP-MODIS', 'GPP-GOSIF')

plotEnsembleHovmoeller(mod.path.list = mod.path.list,
modelIDs = modelIDs, myVariables = myVariables, myBin = 20, gridCellWidth = 2,
my.ylim = c(-100, 100), plot.width = 8.4, plot.height = 5.0)
 #donttest

amber documentation built on Aug. 28, 2020, 5:08 p.m.