get_spatial_predictors: Gets the spatial predictors of a spatial model

In BlasBenito/spatialRF: Easy Spatial Modeling with Random Forest

Gets the spatial predictors of a spatial model

Description

Returns spatial predictors from a model fitted with rf_spatial() in order of importance.

Usage

get_spatial_predictors(model)

Arguments

model

A model fitted with rf_spatial().

Value

A data frame with the spatial predictors included in the model.

Examples

if(interactive()){

 #loading example data
 data(distance_matrix)
 data(plant_richness_df)

 #fittind spatial model
 model <- rf_spatial(
   data = plant_richness_df,
   dependent.variable.name = "richness_species_vascular",
   predictor.variable.names = colnames(plant_richness_df)[5:21],
   distance.matrix = distance_matrix,
   distance.thresholds = c(0, 1000),
   n.cores = 1,
   method = "mem.moran.sequential"
 )

#getting data frame with the selected spatial predictors
spatial.predictors <- get_spatial_predictors(model)
head(spatial.predictors)

}

BlasBenito/spatialRF documentation built on Sept. 1, 2022, 1:42 p.m.