LAS Point Statistics By Area (3D Analyst)

Summary

Evaluates the statistics of LAS points that overlay the area defined by polygon features.

Usage

• You can have the LAS dataset layer limit the LAS points that are displayed and processed by selecting any combination of classification codes, classification flags, and return values in the layer's filter settings. The filters can be defined on the Layer Properties dialog box or in the Make LAS Dataset Layer tool.

• Consider using this tool to determine the characteristics of lidar points over regions of interest defined by polygon boundaries. Only elevation obtained from LAS points will be evaluated. Any Z-values contributed by surface constraint features referenced by the LAS dataset will be ignored.

• This tool adds several fields to the attribute table of the input features. If the fields already exist, their values will be overwritten. The values in the updated fields will reflect the indicated statistics about LAS points that overlap the input feature:

  • Z_MIN—The lowest Z-value.
  • Z_MAX—The highest Z-value.
  • Z_MEAN—The average Z-value.
  • POINT_COUNT—The tally of LAS points that were evaluated.
  • STD_DEV—The standard deviation of Z-values.

Parameters

Dialog

Label	Explanation	Data Type
Input LAS Dataset	The LAS dataset that will be processed.	LAS Dataset Layer
Input Polygons	The polygon that defines the area for which statistics will be reported.	Feature Layer
Output Property	The properties that will be calculated. Minimum Z—The lowest Z value of LAS points overlapping the feature. Maximum Z—The highest Z value of LAS points overlapping the feature. Average Z—The average Z value of LAS points overlapping the feature. LAS Point Count—The tally of LAS points that were evaluated. Standard Deviation—The standard deviation of Z values.	String

Derived Output

Label	Explanation	Data Type
Updated Input Polygons	The updated input polygon features.	Feature Class

Python

arcpy.ddd.LasPointStatsByArea(in_las_dataset, in_features, out_property)

Name	Explanation	Data Type
in_las_dataset	The LAS dataset that will be processed.	LAS Dataset Layer
in_features	The polygon that defines the area for which statistics will be reported.	Feature Layer
out_property [out_property,...]	The properties that will be calculated. Z_MIN—The lowest Z value of LAS points overlapping the feature. Z_MAX—The highest Z value of LAS points overlapping the feature. Z_MEAN—The average Z value of LAS points overlapping the feature. POINT_COUNT—The tally of LAS points that were evaluated. STANDARD_DEVIATION—The standard deviation of Z values.	String

Derived Output

Name	Explanation	Data Type
output_polygons	The updated input polygon features.	Feature Class

Code sample

LasPointStatsByArea example 1 (Python window)

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

import arcpy
from arcpy import env

env.workspace = 'C:/data'
arcpy.ddd.LasPointStatsByArea('city_lidar.lasd', 'study_area.shp', 
                              ['Z_MIN', 'Z_MAX'])

LasPointStatsByArea example 2 (stand-alone script)

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

'''****************************************************************************
       Name: Extract Building Footprints
Description: Extract footprint from lidar points classified as buildings, 
             regularize its geometry, and calculate the building height.

****************************************************************************'''
import arcpy

lasd = arcpy.GetParameterAsText(0)
footprint = arcpy.GetParameterAsText(1)

try:
    lasd_layer = 'building points'
    arcpy.management.MakeLasDatasetLayer(lasd, lasd_layer, class_code=6)
    temp_raster = 'in_memory/bldg_raster'
    arcpy.management.LasPointStatsAsRaster(lasd_layer, temp_raster,
                                           'PREDOMINANT_CLASS', 'CELLSIZE', 2.5)
    temp_footprint = 'in_memory/footprint'
    arcpy.conversion.RasterToPolygon(temp_raster, temp_footprint)
    arcpy.ddd.RegularizeBuildingFootprint(temp_footprint, footprint, 
                                          method='RIGHT_ANGLES')
    arcpy.ddd.LasPointStatsByArea(lasd_layer, footprint, ['MIN_Z', 'MAX_Z'])
    arcpy.management.AddField(footprint, 'Height', 'Double')
    arcpy.management.CalculateField(footprint, 'Height', 
                                    "round('!Z_Max! - !Z_Min!', 2)", 
                                    'PYTHON_9.3')


except arcpy.ExecuteError:
    print(arcpy.GetMessages())

Environments

Current Workspace

Licensing information

• Basic: Requires 3D Analyst
• Standard: Requires 3D Analyst
• Advanced: Requires 3D Analyst