explore performances for a range of cluster number

explore performances for a range of cluster number

explore_cluster_range(
  repet,
  input_raster_path,
  input_vector_path,
  input_mask_path,
  selected_bands,
  obs_criterion = "shannon",
  alpha_metrics,
  beta_metrics,
  output_dir = "./",
  nbClust_list,
  min_sun = 0.25,
  nb_iter = 10,
  pcelim = 0.02,
  nb_samples_alpha = 1e+05,
  nb_samples_beta = 1000,
  Hill_order = 1,
  algorithm = "Hartigan-Wong",
  overwrite = TRUE,
  p = NULL
)

Arguments

repet

character identifier of the repetition

input_raster_path

SpatRaster or list of SpatRaster

input_vector_path

SpatVector or SpatVectorCollection

input_mask_path

SpatRaster corresponding to mask

selected_bands

numeric. bnds to select from input_raster

obs_criterion

character. richness, shannon, simpson or BC

alpha_metrics

character. richness, shannon, simpson

beta_metrics

character.

output_dir

character. output directory

nbClust_list

numeric.

min_sun

numeric.

nb_iter

numeric.

pcelim

numeric.

nb_samples_alpha

numeric.

nb_samples_beta

numeric.

Hill_order

numeric.

algorithm

character.

overwrite

boolean.

p

list

Value

list divIndex_est