Extract LAS (3D Analyst)

Summary

Creates LAS files from point cloud data in a LAS dataset or point cloud scene layer.

Illustration

Usage

• This tool creates .las or .zlas files from a LAS dataset, point cloud .slpk file, or I3S point cloud scene layer service. When the input is a LAS dataset, one output file will be created for each .las or .zlas file referenced by the LAS dataset. When the input is a point cloud scene layer, the number of output files will vary based on the number of points being extracted. Each output file is limited in size to approximately 16.8 million points. Some files may exceed this threshold or have a fewer number of points.

• The input point cloud can be filtered to limit the points that will be extracted using any combination of classification codes, classification flags, and return values. Point filters can be defined by loading the layer into a map or scene and specifying the filters on the Layer Properties dialog box. Point filters can also be applied to a LAS dataset using the Make LAS Dataset Layer tool. Additionally, you can extract a subset of the input point cloud by specifying a processing extent and an extraction boundary. When a processing extent is provided with an extraction boundary, the intersection of both will be used to create the output files. If neither the processing extent nor the extraction boundary is defined, the entire input point cloud will be processed.

• When the input is a LAS dataset, the resulting LAS file version and point record format of the outputs will match the source file. When the input is an I3S point cloud scene layer service or an .slpk file, the output will be created as LAS file version 1.4, but the point record format will depend on the attributes of the source point cloud as follows:

  • Point format 6 will be used if the input does not contain RGB or near-infrared values.
  • Point format 7 will be used if the input contains RGB values but does not have near-infrared values.
  • Point format 8 will be used if the input contains RGB and near-infrared values.

  To use a different LAS file version and point record format, generate them by processing the output files from by this tool using the Convert LAS tool.

• The spatial reference of a .las file is typically defined in the file. If this information is missing or incorrect, an auxiliary .prj file can define the LAS file's spatial reference. The .prj file must reside in the same location as the .las file and have the same name as the .las file. When present, the .prj file will override the spatial reference information in the .las file. You can create .prj files for .las files with a missing or incorrectly defined spatial reference using the Define Projection tool for an individual .las or .zlas file or the Create LAS Dataset tool through the Create PRJ For LAS Files parameter.

• You can reproject the horizontal coordinate system of the input point cloud into a different spatial reference by specifying the Output Coordinate System environment setting. Additionally, z-unit conversions can be achieved by ensuring that the vertical units are defined through a vertical coordinate system. However, a vertical datum transformation is not currently supported. Ensure that any horizontal coordinate system conversion can maintain the original vertical coordinate system.

• It is not uncommon for LAS point records to be stored in the .las file in a binary sequence that does not correspond with the spatial clustering of the points. When data of such distribution is queried, it can result in less efficient access to the binary records that represent the LAS points. Rearranging the points in the resulting .las file will optimize the data for visualization and other spatial operations. Statistics will automatically be calculated when the rearrange option is enabled. If you don't rearrange the LAS points, you can enable or disable the calculation of statistics. Calculating statistics will optimize spatial queries and provide a summary of the class codes and return values that are present in the .las file. However, it will also add time to the processing of this tool. If the resulting .las files will not be used in ArcGIS, you can disable the calculation of statistics so that the tool can process faster.

• You can use the Extraction Boundary parameter to clip the input point cloud to an irregular shape. This parameter supports a polygon boundary that defines a contiguous study area, such as a single polygon feature covering a relatively large region. While multiple polygons representing neighboring areas of interest can be provided as input, the boundary feature does not support polygons that represent a large number of small features such as trees or buildings. Multiple polygons are merged to efficiently clip the input point cloud. Because of this, avoid specifying a boundary feature with many small polygons, which will result in slow performance.

Parameters

Dialog

Label	Explanation	Data Type
Input Point Cloud	The LAS dataset, point cloud scene layer package (.slpk file), or I3S point cloud service that will be extracted. An I3S point cloud service must have the export property enabled to be processed.	LAS Dataset Layer; Scene Layer; File
Target Folder	The existing folder where the output .las files will be written.	Folder
Processing Extent (Optional)	The extent of the data that will be evaluated. Current Display Extent —The extent will be based on the active map or scene. Draw Extent —The extent will be based on a rectangle drawn on the map or scene. Extent of a Layer —The extent will be based on an active map layer. Choose an available layer or use the Extent of data in all layers option. Each map layer has the following options: All Features —The extent of all features. Selected Features —The extent of the selected features. Visible Features —The extent of visible features. Browse —The extent will be based on a dataset. Intersection of Inputs —The extent will be the intersecting extent of all inputs. Union of Inputs —The extent will be the combined extent of all inputs. Clipboard —The extent can be copied to and from the clipboard. Copy Extent —Copies the extent and coordinate system to the clipboard. Paste Extent —Pastes the extent and coordinate system from the clipboard. If the clipboard does not include a coordinate system, the extent will use the map’s coordinate system. Reset Extent —The extent will be reset to the default value. When coordinates are manually provided, the coordinates must be numeric values and in the active map's coordinate system. The map may use different display units than the provided coordinates. Use a negative value sign for south and west coordinates.	Extent
Extraction Boundary (Optional)	A polygon boundary that will be used to clip the input point cloud. This boundary should represent a primary study area that is typically defined by one contiguous polygon, but it can also be composed of more than one polygon when it represents a common study area with a relevant spatial gap.	Feature Layer
Process entire LAS files that intersect extent (Optional)	Specifies how the area of interest will be used in determining how .las files will be processed. The area of interest is defined by the Processing Extent parameter value, the Processing Boundary parameter value, or a combination of both. Unchecked—Only LAS points that intersect the area of interest will be processed. This is the default. Checked—If any portion of a .las file intersects the area of interest, all the points in that file, including those outside the area of interest, will be processed.	Boolean
Output File Name Suffix (Optional)	The text that will be appended to the name of each output .las file. Each file will inherit its base name from its source file, followed by the suffix provided in this parameter.	String
Remove Variable Length Records (Optional)	Specifies whether variable length records (VLRs) will be removed. Each .las file may contain a set of VLRs that were added by the software that produced it. The meaning of these records is typically only known by the originating software. Unless the output LAS data will be processed by an application that understands this information, retaining the VLRs may not provide any value-added functionality. Removing the VLRs may save significant disk space depending on their total size and the number of files containing them. Unchecked—The variable length records in the input .las files will not be removed and will remain in the output. This is the default. Checked—The variable length records in the input .las files will be removed from the output.	Boolean
Rearrange points (Optional)	Specifies whether points in the .las or .zlas files will be rearranged to optimize the performance of reading and updating the classification of the point cloud. Unchecked—The order of points will not be rearranged. Checked—The order of points will be rearranged into spatial clusters that optimize reading the data. Rearranged points can improve the performance of subsequent operations that are performed on the point cloud. This is the default.	Boolean
Compute Statistics (Optional)	Specifies whether statistics will be computed for the .las files referenced by the LAS dataset. Computing statistics provides a spatial index for each .las file, which improves analysis and display performance. Statistics also enhance the filtering and symbology experience by limiting the display of LAS attributes, such as classification codes and return information, to values that are present in the .las file. Checked—Statistics will be computed. This is the default. Unchecked—Statistics will not be computed.	Boolean
Output LAS Dataset (Optional)	The output LAS dataset referencing the newly created .las files.	LAS Dataset
Compression (Optional)	Specifies whether the output .las file will be in a compressed format or the standard LAS format. Same As Input—The compression will be the same as the input. This option is only available when the input is a LAS dataset, and it is the default in that case. No Compression—The output will be in the standard LAS format (*.las file). This is the default when the input is a point cloud scene layer. zLAS Compression—Output .las files will be compressed in the zLAS format.	String

Derived Output

Label	Explanation	Data Type
Output Folder	The folder where the .las files will be written.	Folder

Python

arcpy.ddd.ExtractLas(in_las_dataset, target_folder, {extent}, {boundary}, {process_entire_files}, {name_suffix}, {remove_vlr}, {rearrange_points}, {compute_stats}, {out_las_dataset}, {compression})

Name	Explanation	Data Type
in_las_dataset	The LAS dataset, point cloud scene layer package (.slpk file), or I3S point cloud service that will be extracted. An I3S point cloud service must have the export property enabled to be processed.	LAS Dataset Layer; Scene Layer; File
target_folder	The existing folder where the output .las files will be written.	Folder
extent (Optional)	The extent of the data that will be evaluated. MAXOF—The maximum extent of all inputs will be used. MINOF—The minimum area common to all inputs will be used. DISPLAY—The extent is equal to the visible display. Layer name—The extent of the specified layer will be used. Extent object—The extent of the specified object will be used. Space delimited string of coordinates—The extent of the specified string will be used. Coordinates are expressed in the order of x-min, y-min, x-max, y-max.	Extent
boundary (Optional)	A polygon boundary that will be used to clip the input point cloud. This boundary should represent a primary study area that is typically defined by one contiguous polygon, but it can also be composed of more than one polygon when it represents a common study area with a relevant spatial gap.	Feature Layer
process_entire_files (Optional)	Specifies how the processing extent will be applied. PROCESS_EXTENT—Only LAS points that intersect the area of interest will be processed. This is the default. PROCESS_ENTIRE_FILES—If any portion of a .las file intersects the area of interest, all the points in that file, including those outside the area of interest, will be processed.	Boolean
name_suffix (Optional)	The text that will be appended to the name of each output .las file. Each file will inherit its base name from its source file, followed by the suffix provided in this parameter.	String
remove_vlr (Optional)	Specifies whether variable length records (VLRs) will be removed. Each .las file may contain a set of VLRs that were added by the software that produced it. The meaning of these records is typically only known by the originating software. Unless the output LAS data will be processed by an application that understands this information, retaining the VLRs may not provide any value-added functionality. Removing the VLRs may save significant disk space depending on their total size and the number of files containing them. MAINTAIN_VLR—Any data stored in the processed .las file's variable length records will not be removed and will remain in the extracted files. This is the default. REMOVE_VLR—The additional variable length records will be removed from the .las files.	Boolean
rearrange_points (Optional)	Specifies whether points in the .las or .zlas files will be rearranged to optimize the performance of reading and updating the classification of the point cloud. MAINTAIN_POINTS—The order of points will not be rearranged . REARRANGE_POINTS—The order of points will be rearranged into spatial clusters that optimize reading the data. Rearranged points can improve the performance of subsequent operations that are performed on the point cloud. This is the default.	Boolean
compute_stats (Optional)	Specifies whether statistics will be computed for the .las files referenced by the LAS dataset. Computing statistics provides a spatial index for each .las file, which improves analysis and display performance. Statistics also enhance the filtering and symbology experience by limiting the display of LAS attributes, such as classification codes and return information, to values that are present in the .las file. COMPUTE_STATS—Statistics will be computed. This is the default. NO_COMPUTE_STATS—Statistics will not be computed.	Boolean
out_las_dataset (Optional)	The output LAS dataset referencing the newly created .las files.	LAS Dataset
compression (Optional)	Specifies whether the output .las file will be in a compressed format or the standard LAS format. SAME_AS_INPUT—The compression will be the same as the input. This option is only available when the input is a LAS dataset, and it is the default in that case. NO_COMPRESSION—The output will be in the standard LAS format (*.las file). This is the default when the input is a point cloud scene layer. ZLAS—Output .las files will be compressed in the zLAS format.	String

Derived Output

Name	Explanation	Data Type
out_folder	The folder where the .las files will be written.	Folder

Code sample

ExtractLas example 1 (Python window)

The following sample demonstrates the use of this tool in the Python window:

arcpy.env.workspace = 'C:/data'
arcpy.ddd.ExtractLas('test.lasd', 'c:/lidar/subset', boundary='study_area.shp',
                     name_suffix='subset', remove_vlr=True, 
                     rearrange_points='REARRANGE_POINTS', 
                     out_las_dataset='extracted_lidar.lasd')

ExtractLas example 2 (stand-alone script)

The following sample demonstrates the use of this tool in a stand-alone Python script:

'''****************************************************************************
Name: Split Large LAS File
Description: Divides a large LAS file whose point distribution covers the full
             XY extent of the data into smaller files to optimize performance
             when reading lidar data.
****************************************************************************'''
# Import system modules
import arcpy
import tempfile
import math

in_las_file = arcpy.GetParameterAsText(0)
tile_width = arcpy.GetParameter(1) # double in LAS file's XY linear unit
tile_height = arcpy.GetParameter(2) # double in LAS file's XY linear unit
out_folder = arcpy.GetParameterAsText(3) # folder for LAS files
out_name_suffix = arcpy.GetParameterAsText(4) # basename for output files
out_lasd = arcpy.GetParameterAsText(5) # output LAS dataset


try:
    temp_lasd = arcpy.CreateUniqueName('temp.lasd', tempfile.gettempdir())
    arcpy.management.CreateLasDataset(in_las_file, temp_lasd, 
                                      compute_stats='COMPUTE_STATS')
    desc = arcpy.Describe(temp_lasd)
    total_columns = int(math.ceil(desc.extent.width/tile_width))
    total_rows = int(math.ceil(desc.extent.height/tile_height))
    digits = int(math.log10(max(cols, rows))) + 1
    for row in range(1, total_rows+1):
        yMin = desc.extent.YMin + tile_height*(row-1)
        yMax = desc.extent.YMin + tile_height*(row)
        for col in range (1, total_columns+1):
            xMin = desc.extent.XMin + tile_width*(col-1)
            xMax = desc.extent.XMax + tile_width*(col)
            name_suffix = '_{0}_{1}x{2}'.format(out_name_suffix, 
                                                str(row).zfill(digits), 
                                                str(col).zfill(digits))
            arcpy.ddd.ExtractLas(temp_lasd, out_folder, 
                                 arcpy.Extent(xMin, yMin, xMax, yMax),
                                 name_suffix=name_suffix, 
                                 rearrange_points='REARRANGE_POINTS',
                                 compute_stats='COMPUTE_STATS')
    arcpy.env.workspace = out_folder
    arcpy.management.CreateLasDataset(arcpy.ListFiles('*{0}*.las'.format(out_name_suffix)),
                                      out_lasd, compute_stats='COMPUTE_STATS',
                                      relative_paths='RELATIVE_PATHS')
except arcpy.ExecuteError:
    print(arcpy.GetMessages())

Environments

Current Workspace, Extent, Output Coordinate System, Geographic Transformations