| add_boundary_overlay | Add boundary overlay to existing plot |
| add_crop_statistics_overlay | Add crop statistics overlay |
| add_lines_to_leaflet | Add lines to leaflet - |
| add_points_to_leaflet | Add points to leaflet - |
| add_polygons_to_leaflet | Add polygons to leaflet - |
| analyze_cdl_crops_dynamic | Analyze CDL crops dynamically |
| analyze_crop_vegetation | Specialized crop vegetation analysis |
| analyze_growth_stage | Analyze growth stage |
| analyze_seasonal_patterns | Analyze seasonal patterns |
| 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... |
| analyze_water_spatial_patterns | Analyze spatial patterns in water quality data |
| analyze_water_temporal_patterns | Analyze temporal patterns in water quality data |
| analyze_yield_potential | Analyze yield potential |
| apply_color_scheme_ggplot | Apply color scheme to ggplot |
| apply_quality_filter | Apply quality filter to remove outliers |
| apply_temporal_smoothing | Apply temporal smoothing |
| apply_water_quality_filters | Apply water quality filters |
| assess_data_for_interpolation | Assess data characteristics for interpolation method... |
| auto_detect_method | Auto-detect best spatial join method |
| auto_detect_spectral_bands | Auto-detect spectral bands |
| auto_detect_title | Auto-detect title for quick mapping |
| auto_detect_variable | Auto-detect variable for quick mapping |
| auto_geocode_data | Auto-geocode data with geographic identifiers |
| calculate_advanced_terrain_metrics | Calculate advanced terrain metrics |
| calculate_comprehensive_vegetation_stats | Calculate comprehensive vegetation statistics - |
| calculate_contributing_area | Calculate contributing area |
| calculate_index_by_type | Calculate index by type |
| 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_skewness | Calculate skewness for data assessment |
| calculate_spatial_correlation | Calculate spatial correlation between raster layers |
| calculate_temporal_statistics | Calculate temporal statistics |
| calculate_temporal_trend | Calculate temporal trend using linear regression |
| calculate_vegetation_index | Calculate comprehensive vegetation indices |
| calculate_vegetation_statistics | Calculate vegetation statistics |
| calculate_water_index | Calculate water indices including both NDWI variants |
| calculate_water_quality_statistics | Calculate comprehensive water quality statistics |
| check_raster_compatibility | Check raster compatibility |
| check_required_packages | Check and load required packages |
| classify_data_input | Classify data input type |
| classify_spatial_data | Classify spatial data type and load data |
| combine_water_datasets | Combine multiple water quality datasets |
| compare_interpolation_methods | Compare interpolation methods |
| compile_interpolation_results | Compile interpolation results into requested format |
| convert_julian_date | Convert Julian date to standard format |
| convert_to_spatial_flexible | Convert data.frame to sf with flexible coordinate detection |
| create_base_plot_map | Create base plot map as fallback |
| create_comparison_map | Create comparison map (before/after, side-by-side) |
| create_correlation_plots | Create correlation plots |
| create_crop_area_map | Create crop area map - |
| create_crop_diversity_map | Create crop diversity map - |
| create_crop_map | Create crop map visualization |
| create_crop_mask | Create crop mask from CDL data |
| create_dominant_crop_map | Create dominant crop map - |
| create_ggplot_map_safe | Create ggplot map safely |
| create_interactive_map | Create interactive map using leaflet (if available) |
| create_interactive_map_safe | Create interactive map safely |
| create_ndvi_map | Create NDVI map visualization |
| create_overlay_comparison | Create overlay comparison |
| create_raster_map_reliable | Create reliable raster map |
| create_raster_mosaic | Create raster mosaic with intelligent file selection |
| create_spatial_map | Create universal spatial map with reliable terra plotting |
| create_water_quality_plot | Create water quality plot |
| create_water_quality_plot_robust | Create robust water quality visualization |
| detect_coordinate_columns | Detect coordinate columns automatically |
| detect_geographic_entities | Detect and geocode geographic entity columns |
| detect_geometry_type | Detect geometry type automatically |
| detect_huc_level | Detect HUC level from column name or data |
| detect_state_column | Helper to detect state column |
| detect_temporal_changes | Detect temporal changes between periods |
| detect_vegetation_stress | Detect vegetation stress |
| detect_water_quality_columns | Detect water quality data columns intelligently |
| execute_interpolation_method | Execute specific interpolation method |
| execute_mice_interpolation | Execute MICE interpolation |
| execute_nn_interpolation | Execute nearest neighbor interpolation |
| execute_simple_interpolation | Execute simple distance weighting interpolation |
| execute_spline_interpolation | Execute spline interpolation |
| extract_aster_coordinates | Extract coordinates from ASTER filename |
| extract_bands_from_raster | Extract bands from multi-band raster |
| extract_dates_universal | Extract dates from filenames using various patterns |
| generate_enhanced_analysis_summary | Generate enhanced analysis summary |
| generate_html_summary | Generate HTML summary report |
| generate_statistics_report | Generate comprehensive statistics report |
| geocode_cities | Geocode city names |
| geocode_counties | Geocode US counties |
| geocode_entities | Geocode geographic entities to coordinates |
| geocode_fips | Geocode FIPS codes |
| geocode_hucs | Geocode HUC watershed codes |
| geocode_states | Geocode US states |
| geocode_zipcodes | Geocode ZIP codes |
| geocoding_examples | Geocoding Examples and Use Cases |
| geospatialsuite-package | geospatialsuite: Comprehensive Geospatiotemporal Analysis and... |
| get_available_indices | Get available indices |
| get_comprehensive_cdl_codes | Get comprehensive CDL crop codes |
| get_index_formulas | Get index formulas |
| get_index_ranges | Get index typical ranges |
| get_index_references | Get index references |
| get_interpretation_guidelines | Get interpretation guidelines |
| get_region_boundary | Get region boundary for any specified region |
| get_reliable_colors | Get reliable colors for terra plotting |
| get_satellite_band_info | Get satellite band information |
| get_summary_function | Get summary function for terra operations |
| get_terra_colors | Get terra colors for plotting |
| get_water_index_formulas | Get water index formulas |
| get_water_index_requirements | Get water index requirements |
| handle_index_edge_cases | Handle edge cases for index calculations |
| handle_outliers_in_data | Handle outliers in spatial data |
| handle_water_index_edge_cases | Handle edge cases for water index calculations |
| integrate_multiple_datasets | Integrate multiple datasets |
| integrate_terrain_analysis | Integrate terrain analysis with vector data |
| is_valid_date | Validate date string |
| list_vegetation_indices | Get comprehensive list of available vegetation indices |
| list_water_indices | Get comprehensive list of available water indices |
| load_and_process_spatial_data | Load and process spatial data for interpolation |
| load_and_stack_bands | Load and stack individual band files |
| load_and_validate_band | Load and validate spectral band |
| load_bands_from_directory | Load bands from directory |
| load_raster_data | Load raster data from various sources |
| load_raster_safe | Load raster with error handling |
| load_single_water_dataset | Load single water quality dataset |
| load_vector_data_safe | Load vector data safely with coordinate detection |
| load_water_quality_data_flexible | Load water quality data with flexible format handling |
| map_custom_band_names | Map custom band names |
| mask_invalid_values | Mask invalid values based on index type |
| mask_invalid_water_values | Mask invalid values for water indices |
| match_rasters_by_date | Match rasters by date |
| multiscale_operations | Multi-scale spatial operations |
| normalize_column_name | Normalize column names for robust matching |
| perform_cross_validation | Perform cross-validation for interpolation accuracy |
| perform_extract_join | Perform extract join (vector to raster) |
| perform_overlay_join | Perform other join methods (stubs for now) |
| perform_resample_join | Perform resample join (raster to raster) |
| perform_threshold_analysis | Perform threshold analysis |
| plot_raster_fast | Create fast raster plot using terra |
| plot_rgb_raster | Create multi-band raster RGB plot |
| preview_geocoding | Preview geographic entity detection |
| process_spatial_data_safe | Process spatial data safely with error handling |
| process_vector_data | Process vector data from data frame |
| 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_mosaic_workflow | Run enhanced mosaic workflow |
| run_enhanced_ndvi_crop_workflow | Run enhanced NDVI crop analysis workflow - |
| run_enhanced_temporal_workflow | Run enhanced temporal workflow |
| run_enhanced_terrain_analysis_workflow | Run enhanced terrain analysis workflow |
| run_enhanced_water_quality_workflow | Run enhanced water quality analysis workflow |
| run_interactive_mapping_workflow | Run interactive mapping workflow |
| run_multi_dataset_workflow | Run multi-dataset workflow |
| save_interactive_map | Save interactive map to file |
| save_interpolation_results | Save interpolation results to file |
| save_plot_to_file | Save plot to file with error handling |
| save_static_map | Save static map with ggplot2 |
| save_temporal_results | Save temporal analysis results |
| save_vegetation_analysis_results | Save vegetation analysis results |
| save_water_quality_results | Save water quality analysis results |
| select_crop_indices | Select appropriate indices for crop analysis |
| select_optimal_method | Select optimal interpolation method based on data... |
| select_rasters_for_region | Select rasters for specific region with intelligent filtering |
| spatial_interpolation | Legacy spatial interpolation function (for backward... |
| 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 |
| validate_method | Validate method parameter |
| validate_method_compatibility | Validate method compatibility |
| validate_numeric_range | Validate numeric range |
| validate_output | Validate output quality |
| validate_raster_input | Validate raster input |
| validate_required_bands | Validate required bands for specific indices |
| validate_vector_input | Validate vector input |
| validate_vegetation_analysis | Validate vegetation analysis |
| validate_water_index_output | Validate water index output |
| validation-helpers | Input Validation Helpers |
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