ULS LiDAR SUPPORTED ANALYSES OF LASER BEAM PENETRATION FROM DIFFERENT ALS SYSTEMS INTO VEGETATION

Abstract. This study analyses the underestimation of tree and shrub heights for different airborne laser scanner systems and point cloud distribution within the vegetation column. Reference data was produced by a novel UAV-borne laser scanning (ULS) with a high point density in the complete vegetation column. With its physical parameters (e.g. footprint) and its relative accuracy within the block as stated in Section 2.2 the reference data is supposed to be highly suitable to detect the highest point of the vegetation. An airborne topographic (ALS) and topo-bathymetric (ALB) system were investigated. All data was collected in a period of one month in leaf-off condition, while the dominant tree species in the study area are deciduous trees. By robustly estimating the highest 3d vegetation point of each laser system the underestimation of the vegetation height was examined in respect to the ULS reference data. This resulted in a higher under-estimation of the airborne topographic system with 0.60 m (trees) and 0.55 m (shrubs) than for the topo-bathymetric system 0.30 m (trees) and 0.40 m (shrubs). The degree of the underestimation depends on structural characteristics of the vegetation itself and physical specification of the laser system.

[1]  E. Næsset Airborne laser scanning as a method in operational forest inventory: Status of accuracy assessments accomplished in Scandinavia , 2007 .

[2]  Markus Hollaus,et al.  A Benchmark of Lidar-Based Single Tree Detection Methods Using Heterogeneous Forest Data from the Alpine Space , 2015 .

[3]  Markus Hollaus,et al.  LAND COVER DEPENDENT DERIVATION OF DIGITAL SURFACE MODELS FROM AIRBORNE LASER SCANNING DATA , 2010 .

[4]  E. Næsset Accuracy of forest inventory using airborne laser scanning: evaluating the first nordic full-scale operational project , 2004 .

[5]  Markus Hollaus,et al.  First examples from the RIEGL VUX-SYS for forestry applications , 2015 .

[6]  Norbert Pfeifer,et al.  OPALS - A framework for Airborne Laser Scanning data analysis , 2014, Comput. Environ. Urban Syst..

[7]  J. Hyyppä,et al.  DETECTING AND ESTIMATING ATTRIBUTES FOR SINGLE TREES USING LASER SCANNER , 2006 .

[8]  K. Tempfli,et al.  Building extraction from laser data by reasoning on image segments in elevation slices , 2002 .

[9]  J. Holmgren Prediction of tree height, basal area and stem volume in forest stands using airborne laser scanning , 2004 .

[10]  Juha Hyyppä,et al.  The accuracy of estimating individual tree variables with airborne laser scanning in a boreal nature reserve , 2004 .

[11]  W. Wagner,et al.  Accuracy of large-scale canopy heights derived from LiDAR data under operational constraints in a complex alpine environment , 2006 .

[12]  Chris Hopkinson,et al.  The influence of flying altitude and beam divergence on canopy penetration and laser pulse return distribution characteristics , 2007 .

[13]  K. Kraus,et al.  Determination of terrain models in wooded areas with airborne laser scanner data , 1998 .

[14]  E. Næsset,et al.  Laser scanning of forest resources: the nordic experience , 2004 .

[15]  Norbert Pfeifer,et al.  RIGOROUS STRIP ADJUSTMENT OF AIRBORNE LASERSCANNING DATA BASED ON THE ICP ALGORITHM , 2015 .

[16]  F. Ackermann Airborne laser scanning : present status and future expectations , 1999 .

[17]  Norbert Pfeifer,et al.  Topo-Bathymetric LiDAR for Monitoring River Morphodynamics and Instream Habitats - A Case Study at the Pielach River , 2015, Remote. Sens..

[18]  E. Næsset Practical large-scale forest stand inventory using a small-footprint airborne scanning laser , 2004 .

[19]  K. Lim,et al.  Lidar remote sensing of biophysical properties of tolerant northern hardwood forests , 2003 .

[20]  Norbert Pfeifer,et al.  ORIENTATION AND PROCESSING OF AIRBORNE LASER SCANNING DATA (OPALS) - CONCEPT AND FIRST RESULTS OF A COMPREHENSIVE ALS SOFTWARE , 2009 .

[21]  J. Hyyppä,et al.  Automatic detection of buildings from laser scanner data for map updating , 2003 .

[22]  R. Hill,et al.  Quantifying canopy height underestimation by laser pulse penetration in small-footprint airborne laser scanning data , 2003 .

[23]  C. Briese,et al.  AUTOMATIC GENERATION OF BUILDING MODELS FROM LIDAR DATA AND THE INTEGRATION OF AERIAL IMAGES , 2003 .

[24]  K. Kraus,et al.  ADVANCED DTM GENERATION FROM LIDAR DATA , 2001 .

[25]  P. Gong,et al.  Detection of individual trees and estimation of tree height using LiDAR data , 2007, Journal of Forest Research.

[26]  Airborne Laser Scanning and Derivation of Digital Terrain Models , 2016 .

[27]  E. Næsset Determination of mean tree height of forest stands using airborne laser scanner data , 1997 .