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whitebox
View on CRAN: Click
here
Download and install whitebox package within the R console
Install from CRAN:
install.packages("whitebox")
Install from Github:
library("remotes")
install_github("cran/whitebox")
Install by package version:
library("remotes")
install_version("whitebox", "2.3.4")
Attach the package and use:
library("whitebox")
Maintained by
Andrew Brown
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-02-07
Latest Update: 2023-06-07
Description:
An R frontend for the 'WhiteboxTools' library, which is an advanced geospatial data analysis platform developed by Prof. John Lindsay at the University of Guelph's Geomorphometry and Hydrogeomatics Research Group. 'WhiteboxTools' can be used to perform common geographical information systems (GIS) analysis operations, such as cost-distance analysis, distance buffering, and raster reclassification. Remote sensing and image processing tasks include image enhancement (e.g. panchromatic sharpening, contrast adjustments), image mosaicing, numerous filtering operations, simple classification (k-means), and common image transformations. 'WhiteboxTools' also contains advanced tooling for spatial hydrological analysis (e.g. flow-accumulation, watershed delineation, stream network analysis, sink removal), terrain analysis (e.g. common terrain indices such as slope, curvatures, wetness index, hillshading; hypsometric analysis; multi-scale topographic position analysis), and LiDAR data processing. Suggested citation: Lindsay (2016) <doi:10.1016/j.cageo.2016.07.003>.
How to cite:
Andrew Brown (2019). whitebox: 'WhiteboxTools' R Frontend. R package version 2.3.4, https://cran.r-project.org/web/packages/whitebox
Previous versions and publish date:
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imports, suggests or enhances
Functions, R codes and Examples using
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Some associated functions: check_whitebox_binary . install_whitebox . sample_dem_data . wbt . wbt_absolute_value . wbt_accumulation_curvature . wbt_activate . wbt_adaptive_filter . wbt_add . wbt_add_point_coordinates_to_table . wbt_aggregate_raster . wbt_and . wbt_anova . wbt_arc_cos . wbt_arc_sin . wbt_arc_tan . wbt_arcosh . wbt_arsinh . wbt_artanh . wbt_ascii_to_las . wbt_aspect . wbt_assess_route . wbt_atan2 . wbt_attribute_correlation . wbt_attribute_correlation_neighbourhood_analysis . wbt_attribute_histogram . wbt_attribute_scattergram . wbt_average_flowpath_slope . wbt_average_normal_vector_angular_deviation . wbt_average_overlay . wbt_average_upslope_flowpath_length . wbt_balance_contrast_enhancement . wbt_basins . wbt_bilateral_filter . wbt_block_maximum_gridding . wbt_block_minimum_gridding . wbt_boundary_shape_complexity . wbt_breach_depressions . wbt_breach_depressions_least_cost . wbt_breach_single_cell_pits . wbt_breakline_mapping . wbt_buffer_raster . wbt_burn_streams_at_roads . wbt_canny_edge_detection . wbt_ceil . wbt_centroid . wbt_centroid_vector . wbt_change_vector_analysis . wbt_circular_variance_of_aspect . wbt_classify_buildings_in_lidar . wbt_classify_lidar . wbt_classify_overlap_points . wbt_clean_vector . wbt_clip . wbt_clip_lidar_to_polygon . wbt_clip_raster_to_polygon . wbt_closing . wbt_clump . wbt_colourize_based_on_class . wbt_colourize_based_on_point_returns . wbt_compactness_ratio . wbt_conditional_evaluation . wbt_conditioned_latin_hypercube . wbt_conservative_smoothing_filter . wbt_construct_vector_tin . wbt_contours_from_points . wbt_contours_from_raster . wbt_convert_nodata_to_zero . wbt_convert_raster_format . wbt_corner_detection . wbt_correct_vignetting . wbt_cos . wbt_cosh . wbt_cost_allocation . wbt_cost_distance . wbt_cost_pathway . wbt_count_if . wbt_create_colour_composite . wbt_create_hexagonal_vector_grid . wbt_create_plane . wbt_create_rectangular_vector_grid . wbt_crispness_index . wbt_cross_tabulation . wbt_csv_points_to_vector . wbt_cumulative_distribution . wbt_curvedness . wbt_d8_flow_accumulation . wbt_d8_mass_flux . wbt_d8_pointer . wbt_d_inf_flow_accumulation . wbt_d_inf_mass_flux . wbt_d_inf_pointer . wbt_dbscan . wbt_decrement . wbt_dem_void_filling . wbt_depth_in_sink . wbt_depth_to_water . wbt_dev_from_mean_elev . wbt_diff_from_mean_elev . wbt_diff_of_gaussian_filter . wbt_difference . wbt_difference_curvature . wbt_direct_decorrelation_stretch . wbt_directional_relief . wbt_dissolve . wbt_distance_to_outlet . wbt_diversity_filter . wbt_divide . wbt_downslope_distance_to_stream . wbt_downslope_flowpath_length . wbt_downslope_index . wbt_edge_contamination . wbt_edge_density . wbt_edge_preserving_mean_filter . wbt_edge_proportion . wbt_elev_above_pit . wbt_elev_percentile . wbt_elev_relative_to_min_max . wbt_elev_relative_to_watershed_min_max . wbt_elevation_above_stream . wbt_elevation_above_stream_euclidean . wbt_eliminate_coincident_points . wbt_elongation_ratio . wbt_embankment_mapping . wbt_emboss_filter . wbt_equal_to . wbt_erase . wbt_erase_polygon_from_lidar . wbt_erase_polygon_from_raster . wbt_euclidean_allocation . wbt_euclidean_distance . wbt_evaluate_training_sites . wbt_exp . wbt_exp2 . wbt_export_table_to_csv . wbt_exposure_towards_wind_flux . wbt_extend_vector_lines . wbt_extract_nodes . wbt_extract_raster_values_at_points . wbt_extract_streams . wbt_extract_valleys . wbt_farthest_channel_head . wbt_fast_almost_gaussian_filter . wbt_fd8_flow_accumulation . wbt_fd8_pointer . wbt_feature_preserving_smoothing . wbt_fetch_analysis . wbt_file_path . wbt_fill_burn . wbt_fill_depressions . wbt_fill_depressions_planchon_and_darboux . wbt_fill_depressions_wang_and_liu . wbt_fill_missing_data . wbt_fill_single_cell_pits . wbt_filter_lidar . wbt_filter_lidar_classes . wbt_filter_lidar_scan_angles . wbt_filter_raster_features_by_area . wbt_find_flightline_edge_points . wbt_find_lowest_or_highest_points . wbt_find_main_stem . wbt_find_no_flow_cells . wbt_find_parallel_flow . wbt_find_patch_or_class_edge_cells . wbt_find_ridges . wbt_fix_dangling_arcs . wbt_flatten_lakes . wbt_flightline_overlap . wbt_flip_image . wbt_flood_order . wbt_floor . wbt_flow_accumulation_full_workflow . wbt_flow_length_diff . wbt_gamma_correction . wbt_gaussian_contrast_stretch . wbt_gaussian_curvature . wbt_gaussian_filter . wbt_gaussian_scale_space . wbt_generalize_classified_raster . wbt_generalize_with_similarity . wbt_generating_function . wbt_geomorphons . wbt_greater_than . wbt_hack_stream_order . wbt_heat_map . wbt_height_above_ground . wbt_help . wbt_high_pass_bilateral_filter . wbt_high_pass_filter . wbt_high_pass_median_filter . wbt_highest_position . wbt_hillshade . wbt_hillslopes . wbt_histogram_equalization . wbt_histogram_matching . wbt_histogram_matching_two_images . wbt_hole_proportion . wbt_horizon_angle . wbt_horizontal_excess_curvature . wbt_horton_stream_order . wbt_hydrologic_connectivity . wbt_hypsometric_analysis . wbt_hypsometrically_tinted_hillshade . wbt_idw_interpolation . wbt_ihs_to_rgb . wbt_image_autocorrelation . wbt_image_correlation . wbt_image_correlation_neighbourhood_analysis . wbt_image_regression . wbt_image_segmentation . wbt_image_slider . wbt_image_stack_profile . wbt_impoundment_size_index . wbt_in_place_add . wbt_in_place_divide . wbt_in_place_multiply . wbt_in_place_subtract . wbt_increment . wbt_individual_tree_detection . wbt_init . wbt_insert_dams . wbt_install_wb_extension . wbt_integer_division . wbt_integral_image . wbt_intersect . wbt_inverse_principal_component_analysis . wbt_is_no_data . wbt_isobasins . wbt_jenson_snap_pour_points . wbt_join_tables . wbt_k_means_clustering . wbt_k_nearest_mean_filter . wbt_kappa_index . wbt_knn_classification . wbt_knn_regression . wbt_ks_test_for_normality . wbt_laplacian_filter . wbt_laplacian_of_gaussian_filter . wbt_las_to_ascii . wbt_las_to_laz . wbt_las_to_multipoint_shapefile . wbt_las_to_shapefile . wbt_las_to_zlidar . wbt_launch_runner . wbt_launch_wb_runner . wbt_layer_footprint . wbt_laz_to_las . wbt_lee_sigma_filter . wbt_length_of_upstream_channels . wbt_less_than . wbt_license . wbt_lidar_block_maximum . wbt_lidar_block_minimum . wbt_lidar_classify_subset . wbt_lidar_colourize . wbt_lidar_contour . wbt_lidar_digital_surface_model . wbt_lidar_eigenvalue_features . wbt_lidar_elevation_slice . wbt_lidar_ground_point_filter . wbt_lidar_hex_binning . wbt_lidar_hillshade . wbt_lidar_histogram . wbt_lidar_idw_interpolation . wbt_lidar_info . wbt_lidar_join . wbt_lidar_kappa_index . wbt_lidar_nearest_neighbour_gridding . wbt_lidar_point_density . wbt_lidar_point_return_analysis . wbt_lidar_point_stats . wbt_lidar_ransac_planes . wbt_lidar_rbf_interpolation . wbt_lidar_remove_duplicates . wbt_lidar_remove_outliers . wbt_lidar_rooftop_analysis . wbt_lidar_segmentation . wbt_lidar_segmentation_based_filter . wbt_lidar_shift . wbt_lidar_sibson_interpolation . wbt_lidar_sort_by_time . wbt_lidar_thin . wbt_lidar_thin_high_density . wbt_lidar_tile . wbt_lidar_tile_footprint . wbt_lidar_tin_gridding . wbt_lidar_tophat_transform . wbt_line_detection_filter . wbt_line_intersections . wbt_line_thinning . wbt_linearity_index . wbt_lines_to_polygons . wbt_list_tools . wbt_list_unique_values . wbt_list_unique_values_raster . wbt_ln . wbt_local_hypsometric_analysis . wbt_local_quadratic_regression . wbt_log10 . wbt_log2 . wbt_logistic_regression . wbt_long_profile . wbt_long_profile_from_points . wbt_longest_flowpath . wbt_low_points_on_headwater_divides . wbt_lowest_position . wbt_majority_filter . wbt_map_off_terrain_objects . wbt_max . wbt_max_absolute_overlay . wbt_max_anisotropy_dev . wbt_max_anisotropy_dev_signature . wbt_max_branch_length . wbt_max_difference_from_mean . wbt_max_downslope_elev_change . wbt_max_elev_dev_signature . wbt_max_elevation_deviation . wbt_max_overlay . wbt_max_upslope_elev_change . wbt_max_upslope_flowpath_length . wbt_max_upslope_value . wbt_maximal_curvature . wbt_maximum_filter . wbt_md_inf_flow_accumulation . wbt_mean_curvature . wbt_mean_filter . wbt_median_filter . wbt_medoid . wbt_merge_line_segments . wbt_merge_table_with_csv . wbt_merge_vectors . wbt_min . wbt_min_absolute_overlay . wbt_min_dist_classification . wbt_min_downslope_elev_change . wbt_min_max_contrast_stretch . wbt_min_overlay . wbt_minimal_curvature . wbt_minimum_bounding_box . wbt_minimum_bounding_circle . wbt_minimum_bounding_envelope . wbt_minimum_convex_hull . wbt_minimum_filter . wbt_modified_k_means_clustering . wbt_modify_lidar . wbt_modify_no_data_value . wbt_modulo . wbt_mosaic . wbt_mosaic_with_feathering . wbt_multi_part_to_single_part . wbt_multidirectional_hillshade . wbt_multiply . wbt_multiply_overlay . wbt_multiscale_curvatures . wbt_multiscale_elevation_percentile . wbt_multiscale_roughness . wbt_multiscale_roughness_signature . wbt_multiscale_std_dev_normals . wbt_multiscale_std_dev_normals_signature . wbt_multiscale_topographic_position_image . wbt_narrowness_index . wbt_natural_neighbour_interpolation . wbt_nearest_neighbour_gridding . wbt_negate . wbt_new_raster_from_base . wbt_normal_vectors . wbt_normalize_lidar . wbt_normalized_difference_index . wbt_not . wbt_not_equal_to . wbt_num_downslope_neighbours . wbt_num_inflowing_neighbours . wbt_num_upslope_neighbours . wbt_olympic_filter . wbt_opening . wbt_openness . wbt_or . wbt_paired_sample_t_test . wbt_panchromatic_sharpening . wbt_parallelepiped_classification . wbt_patch_orientation . wbt_pennock_landform_class . wbt_percent_elev_range . wbt_percent_equal_to . wbt_percent_greater_than . wbt_percent_less_than . wbt_percentage_contrast_stretch . wbt_percentile_filter . wbt_perimeter_area_ratio . wbt_phi_coefficient . wbt_pick_from_list . wbt_piecewise_contrast_stretch . wbt_plan_curvature . wbt_polygon_area . wbt_polygon_long_axis . wbt_polygon_perimeter . wbt_polygon_short_axis . wbt_polygonize . wbt_polygons_to_lines . wbt_power . wbt_prewitt_filter . wbt_principal_component_analysis . wbt_print_geo_tiff_tags . wbt_profile . wbt_profile_curvature . wbt_qin_flow_accumulation . wbt_quantiles . wbt_quinn_flow_accumulation . wbt_radial_basis_function_interpolation . wbt_radius_of_gyration . wbt_raise_walls . wbt_random_field . wbt_random_forest_classification . wbt_random_forest_regression . wbt_random_sample . wbt_range_filter . wbt_raster_area . wbt_raster_calculator . wbt_raster_cell_assignment . wbt_raster_histogram . wbt_raster_perimeter . wbt_raster_streams_to_vector . wbt_raster_summary_stats . wbt_raster_to_vector_lines . wbt_raster_to_vector_points . wbt_raster_to_vector_polygons . wbt_rasterize_streams . wbt_reciprocal . wbt_reclass . wbt_reclass_equal_interval . wbt_reclass_from_file . wbt_reconcile_multiple_headers . wbt_recover_flightline_info . wbt_recreate_pass_lines . wbt_reinitialize_attribute_table . wbt_related_circumscribing_circle . wbt_relative_aspect . wbt_relative_topographic_position . wbt_remove_field_edge_points . wbt_remove_off_terrain_objects . wbt_remove_polygon_holes . wbt_remove_raster_polygon_holes . wbt_remove_short_streams . wbt_remove_spurs . wbt_repair_stream_vector_topology . wbt_resample . wbt_rescale_value_range . wbt_rgb_to_ihs . wbt_rho8_flow_accumulation . wbt_rho8_pointer . wbt_ring_curvature . wbt_river_centerlines . wbt_roberts_cross_filter . wbt_root_mean_square_error . wbt_rotor . wbt_round . wbt_ruggedness_index . wbt_run_tool . wbt_rust_backtrace . wbt_scharr_filter . wbt_sediment_transport_index . wbt_select_tiles_by_polygon . wbt_set_nodata_value . wbt_shadow_animation . wbt_shadow_image . wbt_shape_complexity_index . wbt_shape_complexity_index_raster . wbt_shape_index . wbt_shreve_stream_magnitude . wbt_sigmoidal_contrast_stretch . wbt_sin . wbt_single_part_to_multi_part . wbt_sinh . wbt_sink . wbt_slope . wbt_slope_vs_aspect_plot . wbt_slope_vs_elevation_plot . wbt_smooth_vectors . wbt_smooth_vegetation_residual . wbt_snap_pour_points . wbt_sobel_filter . wbt_sort_lidar . wbt_source . wbt_spherical_std_dev_of_normals . wbt_split_colour_composite . wbt_split_lidar . wbt_split_vector_lines . wbt_split_with_lines . wbt_square . wbt_square_root . wbt_standard_deviation_contrast_stretch . wbt_standard_deviation_filter . wbt_standard_deviation_of_slope . wbt_stochastic_depression_analysis . wbt_strahler_order_basins . wbt_strahler_stream_order . wbt_stream_link_class . wbt_stream_link_identifier . wbt_stream_link_length . wbt_stream_link_slope . wbt_stream_power_index . wbt_stream_slope_continuous . wbt_subbasins . wbt_subtract . wbt_sum_overlay . wbt_surface_area_ratio . wbt_svm_classification . wbt_svm_regression . wbt_symmetrical_difference . wbt_tan . wbt_tangential_curvature . wbt_tanh . wbt_thicken_raster_line . wbt_time_in_daylight . wbt_tin_gridding . wbt_to_degrees . wbt_to_radians . wbt_tool_help . wbt_tool_parameters . wbt_toolbox . wbt_tophat_transform . wbt_topo_render . wbt_topographic_position_animation . wbt_topological_stream_order . wbt_total_curvature . wbt_total_filter . wbt_trace_downslope_flowpaths . wbt_travelling_salesman_problem . wbt_trend_surface . wbt_trend_surface_vector_points . wbt_tributary_identifier . wbt_truncate . wbt_turning_bands_simulation . wbt_two_sample_ks_test . wbt_union . wbt_unnest_basins . wbt_unsharp_masking . wbt_unsphericity . wbt_update_nodata_cells . wbt_upslope_depression_storage . wbt_user_defined_weights_filter . wbt_vector_hex_binning . wbt_vector_lines_to_raster . wbt_vector_points_to_raster . wbt_vector_polygons_to_raster . wbt_vector_stream_network_analysis . wbt_version . wbt_vertical_excess_curvature . wbt_view_code . wbt_viewshed . wbt_visibility_index . wbt_voronoi_diagram . wbt_watershed . wbt_weighted_overlay . wbt_weighted_sum . wbt_wetness_index . wbt_wilcoxon_signed_rank_test . wbt_write_function_memory_insertion . wbt_xor . wbt_yield_filter . wbt_yield_map . wbt_yield_normalization . wbt_z_scores . wbt_zlidar_to_las . wbt_zonal_statistics . wbttoolparameters . wbttools . whitebox-package .
Some associated R codes: data_tools.R . gis_analysis.R . gis_analysis_distance.R . gis_analysis_overlay.R . gis_analysis_patch_shape.R . hydro_analysis.R . image_analysis.R . image_analysis_classification.R . image_analysis_enhancement.R . image_analysis_filters.R . lidar_analysis.R . machine_learning.R . math_stat_analysis.R . precision_agriculture.R . stream_network_analysis.R . terrain_analysis.R . wbt-method.R . wbt.R . wbt_source.R . whitebox-package.R . whitebox_utilities.R . zzz.R . Full whitebox package functions and examples
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