# Comprehensive Geospatiotemporal Analysis and Multimodal Integration Toolkit

## Documentation for package ‘geospatialsuite’ version 0.2.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

geospatialsuite-package | geospatialsuite: Comprehensive Geospatiotemporal Analysis and Multimodal Integration Toolkit
analyze_cdl_crops_dynamic | Analyze CDL crops dynamically
analyze_crop_vegetation | Specialized crop vegetation analysis
analyze_temporal_changes | Analyze temporal changes in geospatial data
analyze_variable_correlations | Analyze correlations between multiple variables
analyze_water_bodies | Analyze water body characteristics using multiple indices
analyze_water_quality_comprehensive | Analyze water quality comprehensively with flexible data handling
auto_geocode_data | Auto-geocode data with geographic identifiers
calculate_advanced_terrain_metrics | Calculate advanced terrain metrics
calculate_multiple_indices | Calculate multiple vegetation indices at once
calculate_multiple_water_indices | Calculate multiple water indices at once
calculate_ndvi_enhanced | Calculate NDVI with time series options
calculate_spatial_correlation | Calculate spatial correlation between raster layers
calculate_vegetation_index | Calculate comprehensive vegetation indices
calculate_water_index | Calculate water indices including both NDWI variants
compare_interpolation_methods | Compare interpolation methods
create_comparison_map | Create comparison map (before/after, side-by-side)
create_crop_mask | Create crop mask from CDL data
create_interactive_map | Create interactive map using leaflet (if available)
create_raster_mosaic | Create raster mosaic with intelligent file selection
create_spatial_map | Create universal spatial map with reliable terra plotting
download_sample_data | Download or access sample datasets for geospatialsuite
extract_dates_universal | Extract dates from filenames using various patterns
geocoding_examples | Geocoding Examples and Use Cases
geospatialsuite | geospatialsuite: Comprehensive Geospatiotemporal Analysis and Multimodal Integration Toolkit
get_comprehensive_cdl_codes | Get comprehensive CDL crop codes
get_region_boundary | Get region boundary for any specified region
get_sample_data | Get path to sample data file
integrate_terrain_analysis | Integrate terrain analysis with vector data
list_sample_datasets | List available sample datasets
list_vegetation_indices | Get comprehensive list of available vegetation indices
list_water_indices | Get comprehensive list of available water indices
load_raster_data | Load raster data from various sources
load_sample_data | Load sample data directly
multiscale_operations | Multi-scale spatial operations
plot_raster_fast | Create fast raster plot using terra
plot_rgb_raster | Create multi-band raster RGB plot
preview_geocoding | Preview geographic entity detection
quick_diagnostic | Quick diagnostic check
quick_map | Quick map function - one-line mapping with auto-detection
raster_to_raster_ops | Raster to Raster Operations
run_comprehensive_geospatial_workflow | Run comprehensive geospatial workflow -
run_comprehensive_vegetation_workflow | Run comprehensive vegetation analysis workflow -
run_enhanced_ndvi_crop_workflow | Run enhanced NDVI crop analysis workflow -
run_interactive_mapping_workflow | Run interactive mapping workflow
select_rasters_for_region | Select rasters for specific region with intelligent filtering
spatial_interpolation | Legacy spatial interpolation function (for backward compatibility)
spatial_interpolation_comprehensive | Perform spatial interpolation for missing data
test_function_availability | Test individual function existence
test_geospatialsuite_package_simple | Test geospatialsuite with simplified, robust tests
test_package_minimal | Test package with minimal complexity
universal_spatial_join | Universal Spatial Join - Complete Implementation