analyze_variable_correlations: Analyze correlations between multiple variables

In geospatialsuite: Comprehensive Geospatiotemporal Analysis and Multimodal Integration Toolkit

Analyze correlations between multiple variables

Description

Analyze correlations between multiple raster variables and create correlation matrices and plots.

Usage

analyze_variable_correlations(
  variable_list,
  output_folder = NULL,
  region_boundary = NULL,
  method = "pearson",
  create_plots = TRUE
)

Arguments

variable_list	Named list of raster variables
output_folder	Output directory for results
region_boundary	Optional region boundary
method	Correlation method
create_plots	Create correlation plots

Value

List with correlation results

Examples

## Not run: 
# These examples require directory structures with multiple data files
# Analyze correlations between multiple variables
variables <- list(
  ndvi = "ndvi.tif",
  nitrogen = "soil_nitrogen.tif",
  elevation = "dem.tif",
  precipitation = "precip.tif"
)

correlation_results <- analyze_variable_correlations(
  variables,
  output_folder = "correlations/",
  region_boundary = "Ohio"
)

## End(Not run)

geospatialsuite documentation built on Nov. 6, 2025, 1:06 a.m.