wbt_conditioned_latin_hypercube: Conditioned latin hypercube
In whitebox: 'WhiteboxTools' R Frontend

wbt_conditioned_latin_hypercube

R Documentation

Conditioned latin hypercube

Description

Implements conditioned Latin Hypercube sampling.

Usage

wbt_conditioned_latin_hypercube(
  inputs,
  output,
  samples = 500,
  iterations = 25000,
  seed = NULL,
  prob = 0.5,
  threshold = NULL,
  temp = 1,
  temp_decay = 0.05,
  cycle = 10,
  average = FALSE,
  wd = NULL,
  verbose_mode = NULL,
  compress_rasters = NULL,
  command_only = FALSE
)

Arguments

`inputs`	Name of the input raster file.
`output`	Output shapefile.
`samples`	Number of sample sites returned.
`iterations`	Maximum iterations (if stopping criteria not reached).
`seed`	Seed for RNG consistency.
`prob`	Probability of random resample or resampling worst strata between `⁠[0,1]⁠`.
`threshold`	Objective function values below the theshold stop the resampling iterations.
`temp`	Initial annealing temperature between `⁠[0,1]⁠`.
`temp_decay`	Annealing temperature decay proportion between `⁠[0,1]⁠`. Reduce temperature by this proportion each annealing cycle.
`cycle`	Number of iterations before decaying annealing temperature.
`average`	Weight the continuous objective funtion by the 1/N contributing strata.
`wd`	Changes the working directory. Default: `NULL` will use the value in WhiteboxTools settings, see `wbt_wd()` for details.
`verbose_mode`	Sets verbose mode. If verbose mode is `FALSE`, tools will not print output messages. Default: `NULL` will use the value in WhiteboxTools settings, see `wbt_verbose()` for details.
`compress_rasters`	Sets the flag used by 'WhiteboxTools' to determine whether to use compression for output rasters. Default: `NULL` will use the value in WhiteboxTools settings, see `wbt_compress_rasters()` for details.
`command_only`	Return command that would be executed by `system()` rather than running tool. Default: `FALSE`.