analyze_temporal_changes: Analyze temporal changes in geospatial data

In geospatialsuite: Comprehensive Geospatiotemporal Analysis and Multimodal Integration Toolkit

Analyze temporal changes in geospatial data

Description

Analyze temporal changes in raster data including trend analysis, change detection, and seasonal patterns. Works with any time series data.

Usage

analyze_temporal_changes(
  data_list,
  dates = NULL,
  region_boundary = NULL,
  analysis_type = "trend",
  output_folder = NULL
)

Arguments

data_list	List of raster data for different time periods
dates	Vector of dates corresponding to rasters
region_boundary	Region boundary for analysis
analysis_type	Type of temporal analysis: "trend", "change_detection", "seasonal", "statistics"
output_folder	Output directory for results

Value

Temporal analysis results

Examples

## Not run: 
# These examples require external data files not included with the package
# Analyze NDVI trends over time
ndvi_trend <- analyze_temporal_changes(
  data_list = c("ndvi_2020.tif", "ndvi_2021.tif", "ndvi_2022.tif"),
  dates = c("2020", "2021", "2022"),
  region_boundary = "Iowa",
  analysis_type = "trend"
)

# Detect land cover changes
land_changes <- analyze_temporal_changes(
  data_list = land_cover_files,
  dates = land_cover_dates,
  analysis_type = "change_detection"
)

## End(Not run)

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