plot.cropr_simulation: Plot situations by group of simulation

In SticsRPacks/CroPloteR: A Package to Analyze Crop Model Simulations Outputs with Plots and Statistics

Plot situations by group of simulation

Description

simulation outputs for one or several situations with or without observations, eventually grouped by a model version (or any group actually)

Usage

## S3 method for class 'cropr_simulation'
plot(
  ...,
  obs = NULL,
  obs_sd = NULL,
  type = c("dynamic", "scatter"),
  select_dyn = c("sim", "common", "obs", "all"),
  select_scat = c("sim", "res"),
  var = NULL,
  title = NULL,
  all_situations = TRUE,
  overlap = NULL,
  successive = NULL,
  shape_sit = c("none", "txt", "symbol", "group"),
  situation_group = NULL,
  reference_var = NULL,
  force = TRUE,
  verbose = TRUE
)

autoplot.cropr_simulation(
  ...,
  obs = NULL,
  obs_sd = NULL,
  type = c("dynamic", "scatter"),
  select_dyn = c("sim", "common", "obs", "all"),
  select_scat = c("sim", "res"),
  var = NULL,
  title = NULL,
  all_situations = TRUE,
  overlap = NULL,
  successive = NULL,
  shape_sit = c("none", "txt", "symbol", "group"),
  situation_group = NULL,
  reference_var = NULL,
  force = TRUE,
  verbose = TRUE
)

Arguments

...	Simulation outputs (each element= model version), each being a named list of data.frame for each situation. See examples.
obs	A list (each element= situation) of observations data.frames (named by situation)
obs_sd	A list (each element= situation) of standard deviations of observations data.frames (named by situation)
type	The type of plot requested, either "dynamic" (date in X, variable in Y) or scatter (simulated VS observed)
select_dyn	Which data to plot when type= "dynamic"? See details.
select_scat	Which data to plot when type= "scatter"? See details.
var	Vector of variable names for which plots have to be created. Optional, all variables considered by default.
title	A vector of plot titles, named by situation. Use the situation name if NULL, recycled if length one.
all_situations	Boolean (default = TRUE). If TRUE, plot all situations on the same graph.
overlap	A list of lists containing the variables to represent on the same graph when type = "dynamic".
successive	A list of lists containing the situations to be represented as a contiguous sequence. Dates of variables must be continuous within a sequence of situations. when type = "dynamic" (implies that the situations are correctly ordered).
shape_sit	Shape to differentiate between situations when all_situations= TRUE. See details.
situation_group	A list of lists of situations to gather when shape_sit= "group".
reference_var	Variable selected on x-axis when type= "scatter" and select_scat= "res". It is possible to select between observation and simulation of the reference variable. (examples : reference_var = "lai_n_obs", reference_var = "mafruit_sim")
force	Continue if the plot is not possible ? E.g. no observations for scatter plots. If TRUE, return NULL, else return an error.
verbose	Boolean. Print information during execution.

Details

The select_dyn argument can be:

• "sim" (the default): all variables with simulations outputs, and o bservations when there are some

• "common": variables with simulations outputs and observations in common

• "obs": all variables with observations, and simulations outputs when there are some

• "all": all variables with any observations or simulations outputs

The select_scat argument can be:

• "sim" (the default): plots observations in X and simulations in Y.

• "res": plots observations in X and residuals (observations-simulations) in Y.

The shape_sit argument can be:

• "none" (the default): Same shape for all situations.

• "txt": Writes the name of the situation above each point.

• "symbol": One shape for each situation.

• "group": One shape for each group of situations described in situation_group.

Value

A (printed) list of ggplot objects, each element being a plot for a situation

Note

The error bar will be equal to 2*obs_sd on each side of the point to have 95% confidence.

The plots titles are given by their situation name.

Examples

## Not run: 
# Importing an example with three situations with observation:
workspace <- system.file(file.path("extdata", "stics_example_1"),
  package = "CroPlotR"
)
situations <- SticsRFiles::get_usms_list(
  usm_path =
    file.path(workspace, "usms.xml")
)
sim <- SticsRFiles::get_sim(workspace = workspace, usm = situations)
obs <- SticsRFiles::get_obs(workspace = workspace, usm = situations)

plot(sim, obs = obs)

## End(Not run)

SticsRPacks/CroPloteR documentation built on April 1, 2024, 9:25 a.m.