s2dverification (version 2.8.6)

PlotAno: Plot Raw Or Smoothed Anomalies

Description

Plots timeseries of raw or smoothed anomalies of any variable output from Load() or Ano() or or Ano_CrossValid() or Smoothing().

Usage

PlotAno(exp_ano, obs_ano = NULL, sdates, toptitle = rep("", 15),
  ytitle = rep("", 15), limits = NULL, legends = NULL, freq = 12,
  biglab = FALSE, fill = TRUE, memb = TRUE, ensmean = TRUE,
  linezero = FALSE, points = FALSE, vlines = NULL, sizetit = 1,
  fileout = paste0("output", 1:5, "_plotano.eps"), width = 8, height = 5,
  size_units = "in", res = 100, ...)

Arguments

exp_ano

Array containing the experimental data: c(nmod/nexp, nmemb/nparam, nsdates, nltime).

obs_ano

Optional matrix containing the observational data: c(nobs, nmemb, nsdates, nltime)

sdates

List of starting dates: c('YYYYMMDD','YYYYMMDD').

toptitle

Main title for each experiment: c('',''), optional.

ytitle

Title of Y-axis for each experiment: c('',''), optional.

limits

c(lower limit, upper limit): limits of the Y-axis, optional.

legends

List of observational dataset names, optional.

freq

1 = yearly, 12 = monthly, 4 = seasonal, ... Default: 12.

biglab

TRUE/FALSE for presentation/paper plot. Default = FALSE.

fill

TRUE/FALSE if the spread between members should be filled. Default = TRUE.

memb

TRUE/FALSE if all members/only the ensemble-mean should be plotted. Default = TRUE.

ensmean

TRUE/FALSE if the ensemble-mean should be plotted. Default = TRUE.

linezero

TRUE/FALSE if a line at y=0 should be added. Default = FALSE.

points

TRUE/FALSE if points instead of lines should be shown. Default = FALSE.

vlines

List of x location where to add vertical black lines, optional.

sizetit

Multiplicative factor to scale title size, optional.

fileout

Name of the output file for each experiment: c('',''). Extensions allowed: eps/ps, jpeg, png, pdf, bmp and tiff. If filenames with different extensions are passed, it will be considered only the first one and it will be extended to the rest. Default = c('output1_plotano.eps', 'output2_plotano.eps', 'output3_plotano.eps', 'output4_plotano.eps', 'output5_plotano.eps')

width

File width, in the units specified in the parameter size_units (inches by default). Takes 8 by default.

height

File height, in the units specified in the parameter size_units (inches by default). Takes 5 by default.

size_units

Units of the size of the device (file or window) to plot in. Inches ('in') by default. See ?Devices and the creator function of the corresponding device.

res

Resolution of the device (file or window) to plot in. See ?Devices and the creator function of the corresponding device.

…

Arguments to be passed to the method. Only accepts the following graphical parameters: adj ann ask bg bty cex.sub cin col.axis col.lab col.main col.sub cra crt csi cxy err family fg fig font font.axis font.lab font.main font.sub lend lheight ljoin lmitre mar mex mfcol mfrow mfg mkh oma omd omi page plt smo srt tck tcl usr xaxp xaxs xaxt xlog xpd yaxp yaxs yaxt ylbias ylog For more information about the parameters see `par`.

Examples

# NOT RUN {
# Load sample data as in Load() example:
example(Load)
clim <- Clim(sampleData$mod, sampleData$obs)
ano_exp <- Ano(sampleData$mod, clim$clim_exp)
ano_obs <- Ano(sampleData$obs, clim$clim_obs)
runmean_nb_months <- 12
dim_to_smooth <- 4  # Smooth along lead-times
smooth_ano_exp <- Smoothing(ano_exp, runmean_nb_months, dim_to_smooth)
smooth_ano_obs <- Smoothing(ano_obs, runmean_nb_months, dim_to_smooth)
 
# }
# NOT RUN {
PlotAno(smooth_ano_exp, smooth_ano_obs, startDates, 
       toptitle = paste('smoothed anomalies'), ytitle = c('K', 'K', 'K'), 
       legends = 'ERSST', biglab = FALSE, fileout = 'tos_ano.eps')
 
# }
# NOT RUN {
# }