# lasboundary

reads LIDAR from LAS/LAZ/ASCII format and computes a boundary
polygon for the points. By default this is a *concave hull*
of the points which is - by default - always a single polygon
where "islands of points" are connected by edges that are
traversed in each direction once.

Optionally a *disjoint hull* is computed with the '-disjoint'
flag. This can lead to multiple hulls in case of islands. Note
that tiny islands of the size of one or two LIDAR points that
are too small to form a triangle and are "lost".

The tool can also compute *interior* holes in the data via
the '-holes' flag. It not only finds holes but also islands in
the holes.

The controlling value is '-concavity 100' that can be specified
in the command line. The default is 50, meaning that voids with
distances of more than 50 meters are considered the exterior (or
part of an interior hole). For files in feet the concavity value
that is always assumed to be meters will be multipled with 3.28.

lasboundary can directly output in KML format for easy viewing
in GE. In case there is no projection information in the LAS
file it can be specified in the command line with '-utm 15T' or
'-sp83 OH_N' or similar. If you request '-labels' then there will
be one label per file (!!!) in the center of the bounding box.

For both KML and SHP output you can put many outputs into one
file with the '-overview' option. To have additional info about
bounding box and number of points in each file add '-labels' in
addition to the command line.

Finally, the tool can also compute a standard *convex hull* with
the '-convex' flag.

There is also the option to use only the rectangular bounding
box of the LAZ/LAS file as a ultra-coarse proxy for its shape
with '-use_bb'.

There is also the option to produce a coarse approximation of
the boundary polygon in case the input file already has associated
spatial indexing information generated with lasindex. If a LAS or
LAZ file has a corresponding LAX file (possibly appended) then
you can use option '-use_lax' to approximate the boundary from
the contents of this spatial-indexing LAX file.

The algorithm has recently been redesigned to make very efficient
use of main memory. It now scales to much much larger LAS/LAZ/ASCII
inputs than it was previously possible. For comparison, you can
still run the older version of the algorithm that was limited to
30 million points with the '-use_old' flag.

                 
## Examples

    lasboundary64 -i *.las -oshp

computes the boundaries of all LAS file '*.las' individually and stores 
the result to ESRI's Shapefiles '*.shp'.


    lasboundary64 -i *.las -merged -o merged.shp

computes the boundaries of the merged points from all LAS file '*.las'
and stores the result to the ESRI Shapefile 'merged.shp'.


    lasboundary64 -i lidar1.las lidar2.las -merged -o lidar_boundary.shp

computes the boundary of the LAS file created from merging 'lidar1.las'
and 'lidar2.las' and stores the result to 'lidar_boundary.shp'.


    lasboundary64 -i lidar1.las lidar2.las -otxt

the same but without merging and storing the results to ASCII files.


    lasboundary64 -i lidar1.las lidar2.las -oshp -concavity 100

the same but with creating less detailed concavities. the default
value for concavities is 50 (meaning edges along the convex hull
that are shorter than 50 units get "pushed" inwards)


    lasboundary64 -i lidar.las -o lidar_boundary.kml -utm 10T -disjoint

computes a disjoint hull instead of a concave hull and uses a utm
projeciton 10T to store the boundary in geo-referenced KML format


    lasboundary64 -i lidar.las -o lidar_holes.kml -disjoint -holes

same as before but assumes geo-referencing is in the KML file. it
also computes holes in the interior of the boundary.


lasboundary64 -h  
lasboundary64 -i *.las -merged -o merged.shp  
lasboundary64 -i *.laz -owkt -concavity 100 (default is 50)  
lasboundary64 -i flight???.las -feet -oshp -disjoint  
lasboundary64 -i tiles\*.laz -use_bb -oshp  
lasboundary64 -i tiles\*.laz -use_lax -odir outlines -okml -utm 32N  
lasboundary64 -i Serpent.las -disjoint -concavity 10 -holes -o outline.kml  
lasboundary64 -i *.laz -merged -o merged.kml -disjoint -utm 17S  
lasboundary64 -i lidar.las -o boundary.kml -longlat -concavity 0.00002  
lasboundary64 -i *.txt -iparse ssxyz -otxt -first_only  
lasboundary64 -i tiles\*.laz -merged -keep_class 4 5 -convavity 2.5 -o vegetation_layer.shp  
lasboundary64 -i lidar.las -keep_class 6 -convavity 1.5 -o building_footprints.shp  


## lasboundary specific arguments

-base_url [n]         : construct valid download URLs by combining the base URL [n] with file name  
-concavity [n]        : use [n] as granularity for grow concavities inwards (minimum: twice the pulse spacing) (default=50)  
-convex               : compute a convex hull (same as setting concavity to infinite)  
-convex_hull          : compute a convex hull (same as setting concavity to infinite)  
-disjoint             : allow polygon to fragment for point clusters farther than concavity apart  
-disjoint_hull        : allow polygon to fragment for point clusters farther than concavity apart  
-extra_pass           : do extra read pass to count points (only makes sense when filtering)  
-gdal                 : Uses the GDAL library to support additional vector formats such as GML, GPKG, GeoJSON and GPX as poly output. Can also be used for SHP and KML  
-holes                : find internal holes and output hole polygoons  
-ilay [n]             : apply [n] or all LASlayers found in corresponding *.lay file on read  
-ilaydir [n]          : look for corresponding *.lay file in directory [n]  
-labels               : label outputs with file name, bounding box, number of points, etc ...  
-largest_only         : when using the LAZ file ('-use_lax') only output the largest polygon found  
-only_2d              : use only 2 dimensions (xy)  
-overview             : create single overview file for multiple inputs  
-switch_G_B           : switch green and blue value  
-tin                  : write output.shp TIN  
-use_bb               : use header bounding box instead of points to contruct an approximate polygon  
-use_lax              : parse the LAX file instead of points to contruct an approximate polygon  
-use_old              : use an older (unoptimized) version of the algorithm  
-use_tile_bb          : use tile bounding box instead of points to contruct an approximate polygon  
-week_to_adjusted [n] : converts time stamps from GPS week [n] to Adjusted Standard GPS  

### Basics
-cores [n]      : process multiple inputs on [n] cores in parallel  
-license        : show license information  
-demo           : use LAStools in demo mode (64bit only)  
-fail           : fail if license expired or invalid (default for 64bit)  
-h, -help       : print help output  
-v, -verbose    : verbose output (print extra information)  
-vv             : very verbose output (print even more information)  
-silent         : only output on errors or warnings  
-quiet          : no output at all  
-force          : continue, even if serious warnings occur  
-errors_ignore  : continue, even if errors occur (if possible). Use with caution!  
-print_log_stats: print additional log statistics  
-cpu64          : force 32bit version to start 64 bit in multi core (obsolete)  
-gui            : start with files loaded into GUI  
-version        : reports this tool's version number  


## Module arguments

### General
-comma_not_point          : use comma instead of point as decimal separator  
-kml_absolute             : set kml elevation to absolute values  
-kml_elevation_offset [n] : add an elevation offset of [n]  
-neighbors [n]            : set neighbors filename or wildcard [n]  
-neighbors_lof [n]        : set neighbors list of files [fnf]  
-stored                   : use in memory reader  

### Color
-clamp_RGB_to_8bit                  : limit RGB values to 8 bit (otherwise: 16 bit)  
-copy_B_into_NIR                    : copy blue color value into NearInfraRed value  
-copy_B_into_intensity              : copy blue color value to intensity  
-copy_B_into_register [n]           : copy blue color value into register [n]  
-copy_G_into_NIR                    : copy green color value into NearInfraRed value  
-copy_G_into_intensity              : copy green color value to intensity  
-copy_G_into_register [n]           : copy green color value into register [n]  
-copy_NIR_into_intensity            : copy NIR into intensity  
-copy_NIR_into_register [n]         : copy NearInfraRed value into register [n]  
-copy_RGB_into_intensity            : copy weighted RGB value to intensity  
-copy_R_into_NIR                    : copy red color value into NearInfraRed value  
-copy_R_into_intensity              : copy red color value to intensity  
-copy_R_into_register [n]           : copy red color value into register [n]  
-copy_attribute_into_B [n]          : copy attribute [n] value into blue  
-copy_attribute_into_G [n]          : copy attribute [n] value into green  
-copy_attribute_into_NIR [n]        : copy attribute [n] value into NIR (NearInfraRed)  
-copy_attribute_into_R [n]          : copy attribute [n] value into red  
-copy_intensity_into_NIR            : copy intensity into NIR (NearInfraRed) value  
-copy_register_into_B [n]           : copy register [n] into blue color value  
-copy_register_into_G [n]           : copy register [n] into green color value  
-copy_register_into_I [n]           : copy register [n] into NearInfraRed value  
-copy_register_into_NIR [n]         : copy register [n] into NearInfraRed value  
-copy_register_into_R [n]           : copy register [n] into red color value  
-drop_RGB_green [min] [max]         : drop points with green color value between [min] and [max]  
-drop_RGB_red [min] [max]           : drop points with red color value between [min] and [max]  
-force_RGB                          : force the use of the RGB value even if the point format does not support RGB  
-keep_NDVI [min] [max]              : keep NDVI (Normalized Difference Vegetation Index) between [min] [max]  
-keep_NDVI_from_CIR [min] [max]     : keep NDVI (Normalized Difference Vegetation Index) from CIR between [min] [max]  
-keep_NDVI_green_is_NIR [min] [max] : keep NDVI (Normalized Difference Vegetation Index) where green is NIR between [min] [max]  
-keep_NDVI_blue_is_NIR [min] [max]  : keep NDVI (Normalized Difference Vegetation Index) where blue is NIR between [min] [max]  
-keep_NDVI_intensity_is_NIR [min] [max]: keep NDVI (Normalized Difference Vegetation Index) where intensity is NIR between [min] [max]  
-keep_RGB_blue [m] [n]              : keep points with RGB blue color values between [min] [max]  
-keep_RGB_green [min] [max]         : keep points with green color value between [min] and [max]  
-keep_RGB_greenness [m] [n]         : keep points with RGB greenness values between [min] [max]  
-keep_RGB_nir [m] [n]               : keep points with RGB NIR values between [min] [max]  
-keep_RGB_red [min] [max]           : keep points with red color value between [min] and [max]  
-map_attribute_into_RGB [a] [fnm]   : map attribute [a] by table in file [fnm] to RGB values  
-scale_NIR [n]                      : scale NearInfraRed value by factor [n]  
-scale_NIR_down                     : scale NearInfraRed value down by 256  
-scale_NIR_to_16bit                 : scale 8 bit NearInfraRed value to 16 bit  
-scale_NIR_to_8bit                  : scale 16 bit NearInfraRed value downto 8 bit  
-scale_NIR_up                       : scale NearInfraRed value up by 256  
-scale_RGB [r] [g] [b]              : scale RGB values by factors in [r][g][b]  
-scale_RGB_down                     : scale RGB color values down by 256  
-scale_RGB_to_16bit                 : scale 8 bit color values to 16 bit  
-scale_RGB_to_8bit                  : scale 16 bit color values downto 8 bit  
-scale_RGB_up                       : scale RGB values from 8 bit up to 16 bit (multiply with 256)  
-scale_rgb_down                     : divides all RGB values by 256 (to go from 16 bit to 8 bit numbers)  
-scale_rgb_up                       : multiplies all RGB values by 256 (to go from 8 bit to 16 bit numbers)  
-set_NIR [n]                        : set NearInfraRed value to [n]  
-set_RGB [r] [g] [b]                : set color to [r] [g] [b]  
-set_RGB_of_class [c] [r] [g] [b]   : set RGB values of class [c] to [r][g][b] (8 or 16 bit)  
-switch_RGBI_into_CIR               : set R to NIR; G to R; B to G  
-switch_RGB_intensity_into_CIR      : set R to intensity; G to R; B to G  
-switch_R_B                         : switch red and blue color value  
-switch_R_G                         : switch red and green color value  

### Coordinates
-add_attribute_to_z [n]             : add value of attribute [n] to z value  
-add_scaled_attribute_to_z [m] [n]  : scale attribute [m] value by [n] and add to z value  
-auto_reoffset                      : puts a reasonable offset in the header and translates the points accordingly. Only applicable to LAS/LAZ input files  
-bin_Z_into_point_source [n]        : set point source to z/[n]  
-clamp_raw_z [min] [max]            : limit raw z values to [min] and [max]  
-clamp_z [min] [max]                : limit z values to [min] and [max]  
-clamp_z_above [n]                  : limit z values to maximal [n]  
-clamp_z_below [n]                  : limit z values to minimal [n]  
-classify_z_above_as [m] [n]        : for z value above [m] set class to [n]  
-classify_z_below_as [m] [n]        : for z value below [m] set class to [n]  
-classify_z_between_as [m] [n] [o]  : for z value between [m] and [n] set class to [o]  
-copy_attribute_into_x [n]          : copy attribute [n] value into x  
-copy_attribute_into_y [n]          : copy attribute [n] value into y  
-copy_attribute_into_z [n]          : copy attribute [n] value into z  
-copy_intensity_into_z              : copy intensity to z value  
-copy_register_into_x [n]           : copy register [n] to x value  
-copy_register_into_y [n]           : copy register [n] to y value  
-copy_register_into_z [n]           : copy register [n] to z value  
-copy_user_data_into_z              : copy user data into z  
-copy_z_into_attribute [n]          : copy z value into attribute [n] value  
-drop_x [m] [n]                     : drop points with x value between [m] and [n]  
-drop_x_above [n]                   : drop points with x value above [n]  
-drop_x_below [n]                   : drop points with x value below [n]  
-drop_xy [x1] [y1] [x2] [y2]        : drop points within the [x1] [y1] [x2] [y2] rectangle  
-drop_xyz [x1] [y1] [z1] [x2] [y2] [z2]: drop points within the given cube dimensions  
-drop_y [m] [n]                     : drop points with y value between [m] and [n]  
-drop_y_above [n]                   : drop points with y value above [n]  
-drop_y_below [n]                   : drop points with y value below [n]  
-drop_z [m] [n]                     : drop points with z value between [m] and [n]  
-drop_z_above [n]                   : drop points with z value above [n]  
-drop_z_below [n]                   : drop points with z value below [n]  
-inside [x1] [y1] [x2] [y2]         : use only points within the [x1] [y1] [x2] [y2] rectangle  
-inside_circle [x] [y] [r]          : keep circle at pos [x] [y] with radius [r]  
-inside_rectangle [x1] [y1] [x2] [y2]: use only points within the [x1] [y1] [x2] [y2] rectangle  
-inside_tile [m] [n] [o]            : use only points inside tile at lower-left [x] [y] with size [s]  
-keep_circle [x] [y] [r]            : keep circle at pos [x] [y] with radius [r]  
-keep_profile [x1] [y1] [x2] [y2] [w]: keep profile with [x1] [y1] [x2] [y2] [w]  
-keep_tile [x] [y] [size]           : keep tile at lower-left [x] [y] with size [s]  
-keep_x [m] [n]                     : keep points with x value between [m] and [n]  
-keep_xy [x1] [y1] [x2] [y2]        : keep points within the [x1] [y1] [x2] [y2] rectangle  
-keep_xyz [x1] [y1] [z1] [x2] [y2] [z2]: keep points within the given cube dimensions  
-keep_y [m] [n]                     : keep points with y value between [m] and [n]  
-keep_z [m] [n]                     : keep points with z value between [m] and [n]  
-keep_z_above [n]                   : keep points with z value above [n]  
-keep_z_below [n]                   : keep points with z value below [n]  
-offset_adjust                      : adjusting the offset based on the results of point operations and transformations  
-reoffset [x] [y] [z]               : puts a new offset [x] [y] [z] into the header and translates the points accordingly  
-rescale [x] [y] [z]                : puts a new scale [x] [y] [z] into the header and rescales the points accordingly  
-rescale_xy [x] [y]                 : rescale x y by [x] [y]  
-rescale_z [z]                      : rescale z by [z]  
-rotate_xy [a] [x] [y]              : rotate points by [a] degrees, center at [x] [y]  
-rotate_xz [a] [x] [z]              : rotate points by [a] degrees, center at [x] [z]  
-rotate_yz [a] [y] [z]              : rotate points by [a] degrees, center at [y] [z]  
-scale_x [n]                        : scale x value by [n]  
-scale_xyz [m] [n] [o]              : scale xyz values by [m] [n] [o]  
-scale_y [n]                        : scale y value by [n]  
-scale_z [n]                        : scale z value by [n]  
-switch_x_y                         : exchange x and y value  
-switch_x_z                         : exchange x and z value  
-switch_y_z                         : exchange z and x value  
-transform_affine [k,w,x,y]         : transform by k*cos(w)+k*sin(w)+tx;k*cos(w)+k*sin(w)+ty - angle in second of arc  
-transform_helmert [m] [n] [o]      : do a helmert transformation with 3 or 7 comma separated parameters [n] ...  
-transform_matrix [r11,r12,r13] [r21,r22,r23] [r31,r32,r33] [tr1,tr2,tr3]: transform input using matrix [r11,r12,r13] [r21,r22,r23] [r31,r32,r33] [tr1,tr2,tr3]  
-translate_raw_x [n]                : translate raw x value by [n]  
-translate_raw_xy_at_random [x] [y] : translate raw xy values by random and max offset of [x] [y]  
-translate_raw_xyz [x] [y] [z]      : translate raw coordinates by [x] [y] [z]  
-translate_raw_y [n]                : translate raw y value by [n]  
-translate_raw_z [n]                : translate raw z value by [n]  
-translate_scale_translate_x [m] [n]: calculate x value as (x–[m])*[n]+[m]  
-translate_scale_translate_y [m] [n]: calculate y value as (y–[m])*[n]+[m]  
-translate_scale_translate_z [m] [n]: calculate z value as (z–[m])*[n]+[m]  
-translate_then_scale_x [m] [n]     : translate x value by [m] and scale by [n]  
-translate_then_scale_y [m] [n]     : translate y value by [m] and scale by [n]  
-translate_then_scale_z [m] [n]     : translate z value by [m] and scale by [n]  
-translate_x [n]                    : translate y value by [n]  
-translate_xyz [x] [y] [z]          : translate point coordinates by [x] [y] [z]  
-translate_y [n]                    : translate y value by [n]  
-translate_z [n]                    : translate z value by [n]  

### Simple thinning
-drop_every_nth [n]           : drop every [n]th point  
-keep_every_nth [n]           : keep every [n]th point  
-keep_random_fraction [m] [n] : keep points by random fraction [m]{0-1}, optional seed [n]  
-thin_points_with_time [n]    : thin points with time, [n] = timespacing  
-thin_pulses_with_time [n]    : thin pulses with time, [n] = timespacing  
-thin_with_grid [n]           : thin points by min grid size of [n]  
-thin_with_time [n]           : thin pulses with time, [n] = timespacing  

### Return number
-change_extended_number_of_returns_from_to [m] [n]: change extended number of returns from [m] to [n]  
-change_extended_return_number_from_to [m] [n]: change extended return number from [m] to [n]  
-change_number_of_returns_from_to [m] [n]: change number of returns from [m] to [n]  
-change_return_number_from_to [m] [n]: change return number from [m] to [n]  
-drop_double                        : drop double returns  
-drop_first                         : drop first return  
-drop_first_of_many                 : drop first of many returns  
-drop_last                          : drop last return  
-drop_last_of_many                  : drop last of many returns  
-drop_middle                        : drop middle returns  
-drop_number_of_returns [n]         : drop points with [n] number of returns  
-drop_quadruple                     : drop quadruple returns  
-drop_quintuple                     : drop quintuple returns  
-drop_return [m] [n]...             : drop points with return [m] [n]...  
-drop_return_mask [n]               : drop points with return mask [n]  
-drop_second_last                   : drop points with second last return  
-drop_single                        : drop points with single return  
-drop_triple                        : drop points with triple return  
-first_only                         : use first return only  
-keep_double                        : keep double returns  
-keep_first                         : keep first return  
-keep_first_of_many                 : keep first of many returns  
-keep_last                          : keep last return  
-keep_last_of_many                  : keep last of many returns  
-keep_middle                        : keep mittle returns  
-keep_number_of_returns [n]         : keep points with [n] number of returns  
-keep_quadruple                     : keep quadruple returns  
-keep_quintuple                     : keep quintuple returns  
-keep_return [m] [n]...             : keep points with return [m] [n]...  
-keep_return_mask [n]               : keep points with return mask [n]  
-keep_second_last                   : keep points with second last return  
-keep_single                        : keep points with single return  
-keep_triple                        : keep points with triple return  
-last_only                          : use last return only  
-repair_zero_returns                : sets return counts and number of returns that are zero to one  
-set_extended_number_of_returns [n] : set extended number of returns to [n]  
-set_extended_return_number [n]     : set extended return number to [n]  
-set_number_of_returns [n]          : set number of returns to [n]  
-set_return_number [n]              : set return number to [n]  

### Scanline
-drop_scan_direction [n]       : drop points with scan direction [n]  
-faf                           : input files are flightlines. do ***NOT*** use this for tiled input  
-faf_index [n]                 : set files are flightlines index [n]  
-files_are_flightlines         : input files are flightlines. do ***NOT*** use this for tiled input  
-drop_edge_of_flight_line      : drop points with "Edge of Flight Line" flag set  
-keep_edge_of_flight_line      : keep points with "Edge of Flight Line" flag set  
-keep_scan_direction_change    : keep points with changed scan direction flag  
-set_edge_of_flight_line [0/1] : set "Edge of Flight Line" flag to [0/1]  
-set_scan_direction_flag [0/1] : set scan direction flag to [0/1]  

### Scanner channel
-copy_scanner_channel_into_point_source: copy scanner channel into point_source  
-copy_scanner_channel_into_user_data: copy scanner channel into user data  
-copy_user_data_into_scanner_channel: copy user data into scanner channel  
-drop_scanner_channel [n]           : drop points with scanner channel [n]  
-keep_scanner_channel [n]           : keep points with scanner channel [n]  
-merge_scanner_channel_into_point_source: merge scanner channel to point source  
-set_extended_scanner_channel [n]   : set extended scanner channel to [n]  
-set_scanner_channel [n]            : set scanner channel to [n]  
-split_scanner_channel_from_point_source: split scanner channel from point source and save as extended scanner channel  

### Source ID
-apply_file_source_ID               : copy file source ID to target  
-bin_Z_into_point_source [n]        : set point source to z/[n]  
-bin_abs_scan_angle_into_point_source [n]: set point source to scan_angle/[n]  
-bin_gps_time_into_point_source [n] : set point source to gps/[n]  
-change_point_source_from_to [m] [n]: change point source from [m] to [n]  
-copy_attribute_into_point_source [n]: copy attribute [n] value into point source  
-copy_classification_into_point_source: copy classification to point source  
-copy_point_source_into_register [n]: copy point source into register [n]  
-copy_register_into_point_source [n]: copy register [n] to point source  
-copy_scanner_channel_into_point_source: copy scanner channel into point_source  
-copy_user_data_into_point_source   : copy user data into point source  
-drop_point_source [n]              : drop points with point source [n]  
-drop_point_source_above [n]        : drop points with with point source above [n]  
-drop_point_source_below [n]        : drop points with with point source below [n]  
-drop_point_source_between [m] [n]  : drop points with with point source between [n] and [m]  
-keep_point_source [n]              : keep points with point source [n]  
-keep_point_source_between [m] [n]  : keep points with with point source between [n] and [m]  
-map_point_source [fnm]             : set the point source by map in file [fnm]  
-merge_scanner_channel_into_point_source: merge scanner channel to point source  
-set_point_source [n]               : set point source to [n]  
-split_scanner_channel_from_point_source: split scanner channel from point source and save as extended scanner channel  

### User data
-add_scaled_attribute_to_user_data [m] [n]: scale attribute [m] value by [n] and add to user data  
-change_user_data_from_to [m] [n]   : change user data from [m] to [n]  
-copy_attribute_into_user_data [n]  : copy attribute [n] value into user data field  
-copy_classification_into_user_data : copy classification to user data  
-copy_register_into_user_data [n]   : copy register [n] to user data  
-copy_scanner_channel_into_user_data: copy scanner channel into user data  
-copy_user_data_into_attribute [n]  : copy user data into attribute [n] value  
-copy_user_data_into_classification : copy user data into classification  
-copy_user_data_into_point_source   : copy user data into point source  
-copy_user_data_into_register [n]   : copy user data to register [n]  
-copy_user_data_into_scanner_channel: copy user data into scanner channel  
-copy_user_data_into_z              : copy user data into z  
-drop_user_data [n]                 : drop points with user data value of [n]  
-drop_user_data_above [n]           : drop points with user data value above [n]  
-drop_user_data_below [n]           : drop points with user data value below [n]  
-drop_user_data_between [m] [n]     : drop points with user data between [m] and [n]  
-keep_user_data [n]                 : keep points with user data value of [n]  
-keep_user_data_above [n]           : keep points with user data value above [n]  
-keep_user_data_below [n]           : keep points with user data value below [n]  
-keep_user_data_between [m] [n]     : keep points with user data between [m] and [n]  
-map_user_data [fnm]                : set the user data by map in file [fnm]  
-scale_user_data [n]                : scale user data by [n]  
-set_user_data [n]                  : sets all user_data fields to [n]  

### Classification
-change_class_from_to [m] [n]       : change classification from [m] to [n]  
-change_classification_from_to [m] [n]: change classification from [m] to [n]  
-change_extended_class_from_to [m] [n]: change extended class from [m] to [n]  
-change_extended_classification_from_to [m] [n]: change extended class from [m] to [n]  
-classify_attribute_above_as [m] [n] [o]: for attribute [m] with value above [n] set class to [o]  
-classify_attribute_below_as [m] [n] [o]: for attribute [m] with value below [n] set class to [o]  
-classify_attribute_between_as [m] [n] [o] [p]: for attribute [m] with value between [n] and [o] set class to [p]  
-classify_intensity_above_as [m] [n]: for intensity value above [m] set class to [n]  
-classify_intensity_below_as [m] [n]: for intensity value below [m] set class to [n]  
-classify_intensity_between_as [m] [n] [o]: for intensity value between [m] and [n] set class to [o]  
-classify_z_above_as [m] [n]        : for z value above [m] set class to [n]  
-classify_z_below_as [m] [n]        : for z value below [m] set class to [n]  
-classify_z_between_as [m] [n] [o]  : for z value between [m] and [n] set class to [o]  
-copy_classification_into_point_source: copy classification to point source  
-copy_classification_into_user_data : copy classification to user data  
-copy_intensity_into_classification : copy intensity to classification  
-copy_user_data_into_classification : copy user data into classification  
-drop_class [m] [n] [o]...          : drop points with class in [m][n][o]...  
-drop_classification [m] [n] [o]... : drop points with class in [m][n][o]...  
-drop_classification_mask [n]       : drop points with classification mask matches [n]  
-drop_extended_class [m] [n]...     : drop extended class [m] [n]...  
-drop_extended_classification [n]   : drop points with extended classification [n]  
-drop_extended_classification_mask [a] [b] [c] [d] [e] [f] [g] [h]: drop points with extended classification mask matches [a] [b] [c] [d] [e] [f] [g] [h]  
-keep_class [m] [n] [o]...          : keep points with class in [m][n][o]...  
-keep_classification [m] [n] [o]... : keep points with class in [m][n][o]...  
-keep_classification_mask [n]       : keep points with classification mask matches [n]  
-keep_extended_class [m] [n]...     : keep extended class [m] [n]...  
-keep_extended_classification [n]   : keep points with extended class [n]  
-move_ancient_to_extended_classification: move old data to extended classification  
-set_RGB_of_class [c] [r] [g] [b]   : set RGB values of class [c] to [r][g][b] (8 or 16 bit)  
-set_classification [n]             : set classification to [n]  
-set_extended_classification [n]    : set extended classification to [n]  

### Extra byte
-add_attribute_to_z [n]             : add value of attribute [n] to z value  
-add_scaled_attribute_to_user_data [m] [n]: scale attribute [m] value by [n] and add to user data  
-add_scaled_attribute_to_z [m] [n]  : scale attribute [m] value by [n] and add to z value  
-classify_attribute_above_as [m] [n] [o]: for attribute [m] with value above [n] set class to [o]  
-classify_attribute_below_as [m] [n] [o]: for attribute [m] with value below [n] set class to [o]  
-classify_attribute_between_as [m] [n] [o] [p]: for attribute [m] with value between [n] and [o] set class to [p]  
-copy_attribute_into_B [n]          : copy attribute [n] value into blue  
-copy_attribute_into_G [n]          : copy attribute [n] value into green  
-copy_attribute_into_I [n]          : copy attribute [n] value into intensity  
-copy_attribute_into_NIR [n]        : copy attribute [n] value into NIR (NearInfraRed)  
-copy_attribute_into_R [n]          : copy attribute [n] value into red  
-copy_attribute_into_intensity [n]  : copy attribute [n] value into intensity  
-copy_attribute_into_point_source [n]: copy attribute [n] value into point source  
-copy_attribute_into_register [m] [n]: copy attribute [m] value into register [m]  
-copy_attribute_into_user_data [n]  : copy attribute [n] value into user data field  
-copy_attribute_into_x [n]          : copy attribute [n] value into x  
-copy_attribute_into_y [n]          : copy attribute [n] value into y  
-copy_attribute_into_z [n]          : copy attribute [n] value into z  
-copy_intensity_into_attribute [n]  : copy intensity to attribute [n] value  
-copy_register_into_attribute [m] [n]: copy register [m] to attribute [n] value  
-copy_user_data_into_attribute [n]  : copy user data into attribute [n] value  
-copy_z_into_attribute [n]          : copy z value into attribute [n] value  
-drop_attribute_above [m] [n]       : drop points with attribute [m] value > [n]  
-drop_attribute_below [m] [n]       : drop points with attribute [m] value < [n]  
-drop_attribute_between [m] [n] [o] : drop points with attribute [m] in range [n]...[o]  
-iadd_attribute [m] [n] [o] [p] [q] [r] [s] [t]: adds a new "extra_byte" attribute of data_type [m] name [n] description [o]; optional: scale[p] offset [q] pre_scale [r] pre_offset [s] no_data_value [t]  
-iadd_extra [m] [n] [o] [p] [q] [r] [s] [t]: adds a new "extra_byte" attribute of data_type [m] name [n] description [o]; optional: scale[p] offset [q] pre_scale [r] pre_offset [s] no_data_value [t]  
-keep_attribute_above [m] [n]       : keep points with attribute [m] value > [n]  
-keep_attribute_below [m] [n]       : keep points with attribute [m] value < [n]  
-keep_attribute_between [m] [n] [o] : keep points with attribute [m] in range [n]...[o]  
-load_attribute_from_text [m] [fnt] : load attribute [m] from file [fnt]  
-map_attribute_into_RGB [a] [fnm]   : map attribute [a] by table in file [fnm] to RGB values  
-scale_attribute [m] [n]            : scale attribute [m] by [n]  
-set_attribute [m] [n]              : set attribute [m] with value [n]  
-translate_attribute [m] [n]        : translate attribute [n] by [n]  

### Flags
-drop_keypoint                   : drop points flaged as keypoint  
-drop_overlap                    : drop points flaged as overlap  
-drop_scan_direction [n]         : drop points with scan direction [n]  
-drop_synthetic                  : drop points flaged as synthetic  
-drop_withheld                   : drop points flaged as withheld  
-keep_edge_of_flight_line        : keep points with "Edge of Flight Line" flag set  
-keep_keypoint                   : keep points flaged as keypoint  
-keep_overlap                    : keep points flaged as overlap  
-keep_scan_direction_change      : keep points with changed scan direction flag  
-keep_synthetic                  : keep points flaged as synthetic  
-keep_withheld                   : keep points flaged as withheld  
-set_edge_of_flight_line [0/1]   : set "Edge of Flight Line" flag to [0/1]  
-set_extended_overlap_flag [0/1] : set extended overlap flag to [0/1]  
-set_keypoint_flag [0/1]         : set keypoint flag to [0/1]  
-set_overlap_flag [0/1]          : set overlap flag to [0/1]  
-set_scan_direction_flag [0/1]   : set scan direction flag to [0/1]  
-set_synthetic_flag [0/1]        : set synthetic flag to [0/1]  
-set_withheld_flag [0/1]         : set withheld flag to [0/1]  

### GPS time
-adjusted_to_week                   : converts time stamps from Adjusted Standard GPS to GPS week  
-bin_gps_time_into_intensity [n]    : set intensity time to gps/[n]  
-bin_gps_time_into_point_source [n] : set point source to gps/[n]  
-drop_gps_time_above [n]            : drop points with GPS time above [n]  
-drop_gps_time_below [n]            : drop points with GPS time below [n]  
-drop_gps_time_between [m] [n]      : drop points with GPS time between [m] and [n]  
-drop_gpstime_above [n]             : drop points with GPS time above [n]  
-drop_gpstime_below [n]             : drop points with GPS time below [n]  
-drop_gpstime_between [m] [n]       : drop points with GPS time between [m] and [n]  
-keep_gps_time [m] [n]              : keep points with GPS time between [m] and [n]  
-keep_gps_time_above [n]            : keep points with GPS time above [n]  
-keep_gps_time_below [n]            : keep points with GPS time below [n]  
-keep_gps_time_between [m] [n]      : keep points with GPS time between [m] and [n]  
-keep_gpstime [m] [n]               : keep points with GPS time between [m] and [n]  
-keep_gpstime_above [n]             : keep points with GPS time above [n]  
-keep_gpstime_below [n]             : keep points with GPS time below [n]  
-keep_gpstime_between [m] [n]       : keep points with GPS time between [m] and [n]  
-set_gps_time [n]                   : set gps time to [n]  
-translate_gps_time [n]             : translate GPS time by [n]  

### Intensity
-bin_gps_time_into_intensity [n]    : set intensity time to gps/[n]  
-clamp_intensity [min] [max]        : limit intensity values to [min] and [max]  
-clamp_intensity_above [max]        : limit intensity values to maximal [max]  
-clamp_intensity_below [max]        : limit intensity values to minimal [min]  
-classify_intensity_above_as [m] [n]: for intensity value above [m] set class to [n]  
-classify_intensity_below_as [m] [n]: for intensity value below [m] set class to [n]  
-classify_intensity_between_as [m] [n] [o]: for intensity value between [m] and [n] set class to [o]  
-copy_B_into_intensity              : copy blue color value to intensity  
-copy_G_into_intensity              : copy green color value to intensity  
-copy_NIR_into_intensity            : copy NIR into intensity  
-copy_RGB_into_intensity            : copy weighted RGB value to intensity  
-copy_R_into_intensity              : copy red color value to intensity  
-copy_attribute_into_I [n]          : copy attribute [n] value into intensity  
-copy_attribute_into_intensity [n]  : copy attribute [n] value into intensity  
-copy_intensity_into_NIR            : copy intensity into NIR (NearInfraRed) value  
-copy_intensity_into_attribute [n]  : copy intensity to attribute [n] value  
-copy_intensity_into_classification : copy intensity to classification  
-copy_intensity_into_register [n]   : copy color intensitiy value into register [n]  
-copy_intensity_into_z              : copy intensity to z value  
-copy_register_into_intensity [n]   : copy register [n] into point intensitiy value  
-drop_intensity_above [n]           : drop points with intensity value above [n]  
-drop_intensity_below [n]           : drop points with intensity value below [n]  
-drop_intensity_between [m] [n]     : drop points with intensity value between [m] and [n]  
-iscale_intensity [n]               : scale intensity value by [n]  
-itranslate_intensity [n]           : translate input intensity by [n]  
-keep_NDVI_intensity_is_NIR [min] [max]: keep NDVI (Normalized Difference Vegetation Index) where intensity is NIR between [min] [max]  
-keep_intensity [m] [n]             : keep points with intensity between [m] and [n]  
-keep_intensity_above [n]           : keep points with intensity value above [n]  
-keep_intensity_below [n]           : keep points with intensity value below [n]  
-map_intensity [fnm]                : set the intensity by map in file [fnm]  
-scale_intensity [n]                : multiply intensity by [n]  
-set_intensity [n]                  : set intensity to [n]  
-switch_RGB_intensity_into_CIR      : set R to intensity; G to R; B to G  
-translate_intensity [n]            : translate intensity by [n]  
-translate_then_scale_intensity [m] [n]: translate intensity by [m] and scale by [n]  

### Raw point values
-clamp_raw_z [min] [max]            : limit raw z values to [min] and [max]  
-translate_raw_x [n]                : translate raw x value by [n]  
-translate_raw_xy_at_random [x] [y] : translate raw xy values by random and max offset of [x] [y]  
-translate_raw_xyz [x] [y] [z]      : translate raw coordinates by [x] [y] [z]  
-translate_raw_y [n]                : translate raw y value by [n]  
-translate_raw_z [n]                : translate raw z value by [n]  

### Registers
-add_registers [m] [n] [o]          : add register [m] and [n] and store result in register [o]  
-copy_B_into_register [n]           : copy blue color value into register [n]  
-copy_G_into_register [n]           : copy green color value into register [n]  
-copy_NIR_into_register [n]         : copy NearInfraRed value into register [n]  
-copy_R_into_register [n]           : copy red color value into register [n]  
-copy_attribute_into_register [m] [n]: copy attribute [m] value into register [m]  
-copy_intensity_into_register [n]   : copy color intensitiy value into register [n]  
-copy_point_source_into_register [n]: copy point source into register [n]  
-copy_register_into_B [n]           : copy register [n] into blue color value  
-copy_register_into_G [n]           : copy register [n] into green color value  
-copy_register_into_I [n]           : copy register [n] into NearInfraRed value  
-copy_register_into_NIR [n]         : copy register [n] into NearInfraRed value  
-copy_register_into_R [n]           : copy register [n] into red color value  
-copy_register_into_attribute [m] [n]: copy register [m] to attribute [n] value  
-copy_register_into_intensity [n]   : copy register [n] into point intensitiy value  
-copy_register_into_point_source [n]: copy register [n] to point source  
-copy_register_into_user_data [n]   : copy register [n] to user data  
-copy_register_into_x [n]           : copy register [n] to x value  
-copy_register_into_y [n]           : copy register [n] to y value  
-copy_register_into_z [n]           : copy register [n] to z value  
-copy_user_data_into_register [n]   : copy user data to register [n]  
-divide_registers [m] [n] [o]       : divide register [m] by register [n] and store result in register [o]  
-multiply_registers [m] [n] [o]     : Multiply register [m] with [n] and store result in register [o]  
-scale_register [m] [n]             : scale register index [m] with factor [n]  
-set_register [m] [n]               : set register [m] with value [n]  
-subtract_registers [m] [n] [o]     : subtract register [m] by register [n] and store result in register [o]  
-translate_register [m] [n]         : translate register index [m] value by [n]  

### Scan angle
-bin_abs_scan_angle_into_point_source [n]: set point source to scan_angle/[n]  
-drop_abs_scan_angle_above [max]    : drop points with absolute scan angle above [max]  
-drop_abs_scan_angle_below [min]    : drop points with absolute scan angle below [min]  
-drop_scan_angle_above [n]          : drop points with scan angle above [n]  
-drop_scan_angle_below [n]          : drop points with scan angle below [n]  
-drop_scan_angle_between [m] [n]    : drop points with scan angle between [m] and [n]  
-iscale_scan_angle [n]              : scale scan angle by [n]  
-itranslate_scan_angle [n]          : translate input scan angle by [n]  
-keep_scan_angle [m] [n]            : keep points with scan angle between [m] and [n]  
-keep_scan_angle_between [m] [n]    : keep points with scan angle between [m] and [n]  
-scale_scan_angle [n]               : scale scan angle by [n]  
-set_scan_angle [n]                 : set scan angle to [n]  
-translate_scan_angle [n]           : translate scan angle by [n]  
-translate_then_scale_scan_angle [m] [n]: translate scan angle by [m] and scale by [n]  

### Tiles
-keep_tile [x] [y] [size] : keep tile at lower-left [x] [y] with size [s]  

### Waveform packet
-drop_wavepacket [n]     : drop points with wavepacket value of [n]  
-flip_waveform_direction : flip the waveform direction in the waveform VLR  
-keep_wavepacket [n]     : keep points with wavepacket value of [n]  

### CRS
-aeac [m] [n] [meter/survey_feet/feet] [o] [p] [q] [r]: Albers Equal Area Conic Projection: False Easting [m] False Northing[n] [meter/survey_feet/feet] Central Meridian [o] Standard Parallel 1 [p] Standard Parallel 2 [q] Latitude of origin [r]  
-ecef                               : input is geocentric (Earth-centered Earth-fixed)  
-elevation_feet                     : use feet for elevation  
-elevation_meter                    : use meter for elevation  
-elevation_survey_feet              : set vertical units from meters to US survey feet  
-elevation_surveyfeet               : use survey feet for elevation  
-ellipsoid [n]                      : use the WGS-84 ellipsoid [n]{do -ellipsoid -1 for a list of ellipsoids}  
-epsg [n]                           : set datum to EPSG [n]  
-etrs89                             : use datum ETRS89  
-feet                               : use feet  
-gda2020                            : use datum GDA2020  
-gda94                              : use datum GDA94  
-grs80                              : use datum GRS1980  
-latlong                            : geometric coordinates in latitude/longitude order  
-lcc 609601.22 0.0 meter 33.75 -79 34.33333 36.16666: specifies a lambertian conic confomal projection  
-longlat                            : geometric coordinates in longitude/latitude order  
-meter                              : use meter  
-nad27                              : use the NAD27 ellipsoid  
-nad83                              : use the NAD83 ellipsoid  
-nad83_2011                         : use datum NAD83_2011  
-nad83_csrs                         : use datum NAD83_CSRS  
-nad83_harn                         : use datum NAD83_HARN  
-nad83_pa11                         : set horizontal datum to NAD83 PA11  
-osgb1936                           : use datum OSGB 1936  
-sp27 SC_N                          : use the NAD27 South Carolina North state plane  
-sp83 CO_S                          : use the NAD83 Colorado South state plane for georeferencing  
-survey_feet                        : use survey feet  
-surveyfeet                         : use survey feet as unit of measurement  
-target_aeac [m] [n] [meter/survey_feet/feet] [o] [p] [q] [r]: Albers Equal Area Conic Projection for target: False Easting [m] False Northing[n] [meter/survey_feet/feet] Central Meridian [o] Standard Parallel 1 [p] Standard Parallel 2 [q] Latitude of origin [r]  
-target_ecef                        : output is geocentric (Earth-centered Earth-fixed)  
-target_elevation_feet              : output uses feet for elevation  
-target_elevation_meter             : output uses meter for elevation  
-target_elevation_precision [n]     : output uses [n] (meter/feet) resolution for z  
-target_elevation_survey_feet       : use elevation survey feet as target unit  
-target_elevation_surveyfeet        : output uses survey feet for elevation  
-target_epsg [n]                    : output is EPSG code [n] (e.g. 2193=NZGD2000)  
-target_feet                        : output uses feet  
-target_latlong                     : output is geometric coordinates in latitude/longitude  
-target_lcc 609601.22 0.0 meter 33.75 -79 34.33333 36.16666: specifies a lambertian conic confomal projection at target  
-target_longlat                     : output is geometric coordinates in longitude/latitude  
-target_meter                       : output uses meter  
-target_precision [n]               : output uses [n] (meter/feet) resolution for x and y  
-target_sp27 SC_N                   : output is state plane NAD27 South Carolina North  
-target_sp83 CO_S                   : output is state plane NAD83 Colorado South  
-target_survey_feet                 : output uses survey feet  
-target_surveyfeet                  : use survey feet as target unit  
-target_tm                          : use transverse mercator projection for target  
-target_utm 12T                     : output is UTM zone 12T  
-tm 609601.22 0.0 meter 33.75 -79 0.99996: specifies a transverse mercator projection  
-transverse_mercator                : use transverse mercator projection  
-utm 12T                            : use UTM zone 12T  
-vertical_cgvd2013                  : set vertical datum to CGVD2013  
-vertical_cgvd28                    : set vertical datum to CGVD28  
-vertical_dhhn2016                  : set vertical datum to DHHN2016  
-vertical_dhhn92                    : set vertical datum to DHHN92  
-vertical_dvr90                     : set vertical datum to DVR90  
-vertical_epsg [n]                  : set vertical datum to EPSG [n]  
-vertical_evrf2007                  : set vertical datum to EVRF2007  
-vertical_navd29                    : set vertical datum to NAVD29  
-vertical_navd88                    : set vertical datum to NAVD88  
-vertical_ngvd29                    : set vertical datum to NGVD29  
-vertical_nn2000                    : set vertical datum to NN2000  
-vertical_nn54                      : set vertical datum to NN54  
-vertical_nzvd2016                  : set vertical datum to NZVD2016  
-vertical_wgs84                     : set vertical datum to WGS84  
-wgs72                              : use the WGS-72 ellipsoid  
-wgs84                              : use the WGS-84 ellipsoid  

### Logical
-filter_and         : boolean AND combination of last 2 filters  
-filter_or          : boolean OR combination of last 2 filters  
-filtered_transform : do the transformation only on points of the current filter  

### Input
-i [fnp]        : input file or input file mask [fnp] (e.g. *.laz;fo?.la?;esri.shp,...)  
-io_ibuffer [n] : use read-input-buffer of size [n] bytes  
-iparse [xyz]   : define fields [xyz] for text input parser  
-ipts           : input as PTS (plain text lidar source), store header in VLR  
-iptx           : input as PTX (plain text extended lidar data), store header in VLR  
-iptx_transform : use PTX file header to transform point data  
-iskip [n]      : skip [n] lines at the beginning of the text input  
-itxt           : expect input as text file  
-lof [fnf]      : use input out of a list of files [fnf]  
-subdir         : enables recursive search in subdirectories. (Linux: enclose wildcard patterns like "*.laz" in quotes)
-unique         : remove duplicate files in a -lof list  
-merged         : merge input files  
-buffered [n]   : use on-the-fly buffering of size [n] for tiles without implicit buffer  
-stdin          : pipe from stdin  

### Output
-2d              : only output xy  
-do_not_populate : do not populate header on output  
-o [n]           : use [n] as output file  
-ocut [n]        : cut the last [n] characters from name  
-odbf            : output as DBF (dBase IV database)  
-odir [n]        : set output directory to [n]  
-odix [n]        : set output file name suffix to [n]  
-okml            : output as kml (Keyhole Markup Language XML)  
-oshp            : output as SHP *.shp file  
-otxt            : output as textfile  
-owkt            : output as wkt (well-known-text)  
-ogpkg           : output as GPKG (GeoPackage)  
-ogml            : output as GML (Geography Markup Language)  
-ogpx            : output as GPX (GPS Exchange Format)  
-ogeojson        : output as GeoJSON  
-pipe_on         : write output to command pipe, see also -std_in  
-populate        : populate header on output  
-stdout          : pipe to stdout  
-target_ecef     : output is geocentric (Earth-centered Earth-fixed)  
-temp_files [n]  : set base file name [n] for temp files (example: E:\tmp)  

### Basics
-help : print help output  

### parse
The '-parse [xyz]' flag specifies how to interpret each line of the ASCII file.
For example, 'tsxyzssa' means that the first number is the gpstime, the next
number should be skipped, the next three numbers are the x, y, and z coordinate,
the next two should be skipped, and the next number is the scan angle.

The other supported entries are:  
  x : [x] coordinate  
  y : [y] coordinate  
  z : [z] coordinate  
  t : gps [t]ime  
  R : RGB [R]ed channel  
  G : RGB [G]reen channel  
  B : RGB [B]lue channel  
  I : N[I]R channel of LAS 1.4 point type 8  
  s : [s]kip a string or a number that we don't care about  
  i : [i]ntensity  
  a : scan [a]ngle  
  n : [n]umber of returns of that given pulse  
  r : number of [r]eturn  
  h : with[h]eld flag  
  k : [k]eypoint flag  
  g : synthetic fla[g]  
  o : [o]verlap flag of LAS 1.4 point types 6, 7, 8  
  l : scanner channe[l] of LAS 1.4 point types 6, 7, 8  
  E : terrasolid [E]hco Encoding  
  c : [c]lassification. If extended classes are used: Use o,l or I to force 1.4 format.  
  u : [u]ser data  
  p : [p]oint source ID  
  e : [e]dge of flight line flag  
  d : [d]irection of scan flag  
  0-9 : additional attributes described as extra bytes (0 through 9)  
  (13) : additional attributes described as extra bytes (10 and up)  
  H : a hexadecimal string encoding the RGB color  
  J : a hexadecimal string encoding the intensity  

## Licensing

Info on licensing and pricing: https://rapidlasso.de/pricing/.
If you have any questions or need assistance, email to info@rapidlasso.de.

## Evaluation and demo mode

Please use the "-demo" argument to run the tool in demo mode. For quality tests,
use small files (< 1.5 million points). If you use larger files, the output will
contain diagonal lines/output distortions due to the license protection.

## Support

1. We invite you to join our LAStools Google Group (http://groups.google.com/group/lastools/).
   If you are looking for information about a specific tool, enter the tool name in the search 
   function and you'll find all discussions related to the respective tool. 
2. Customer Support Page: https://rapidlasso.de/customer-support/.  
3. Download LAStools: https://rapidlasso.de/downloads/.  
4. Changelog: https://rapidlasso.de/changelog/.  


If you want to send us feedback or have questions that are not answered in the resources above, 
please email to info@rapidlasso.de.
