Assessment of Lidar-derived Tree Heights Estimated from Different Flight Altitude Data in Mountainous Forests with Poor Laser Penetration Rates
نویسندگان
چکیده
In this study, the effects of different flight altitudes on tree height estimates with a small-footprint scanning lidar were investigated and assessed in mountainous forests with poor laser penetration rates. The study area was closed-canopy evergreen coniferous plantations dominated by Japanese cedar (Cryptomeria japonica) and hinoki cypress (Chamaecyparis obtusa) in Japan. The stand age ranged from 33 to 100 years and the area was undulating terrain with a variation in elevation ranging from 135 to 391 m above sea level. A total of 33 circular sample plots (0.04 ha) were established and predominant mean tree heights for each plot were calculated using individual tree heights within each sample plot. Data from three different flight altitudes (500 m, 1000 m, and 1500 m) were acquired with Optech ALTM3100 sensor in late summer 2006. The settings of lidar system were paid attention as the laser footprints should cover the targeted area without omission, i.e. the laser spot spacing should be close to footprint diameter in the resultant data. Owing to this idea, we were able to theoretically avoid missing treetops and passing through the canopy gaps just by chance for a given transmitted laser pulse. The results of this study demonstrate that the higher platform altitude would reduce both the penetration rates and the intensities of laser pulses, and affect not only the quality of digital surface model, but also the quality of digital terrain model more significantly in forests with undulating topographies, thus indicating the less accurate estimates of lidarderived tree heights. * Corresponding author. Tomoaki Takahashi; E-mail: [email protected]
منابع مشابه
Detection of Individual Tree Crowns in Airborne Lidar Data
Laser scanning provides a good means to collect information on forest stands. This paper presents an approach to delineate single trees automatically in small footprint light detection and ranging (lidar) data in deciduous and mixed temperate forests. In rasterized laser data possible tree tops are detected with a local maximum filter. Afterwards the crowns are delineated with a combination of ...
متن کاملEstimation of stand volume by fusing low laser-sampling density LiDAR data with QuickBird panchromatic imagery in closed-canopy Japanese cedar (Cryptomeria japonica) plantations
This study investigated the potential of fusing low laser-sampling density LiDAR data with QuickBird panchromatic imagery for estimating stand volumes. The study area was in closed-canopy, mountainous Japanese cedar (Cryptomeria japonica) plantations in Japan. Stand volume in the area ranged from 250.5 to 913.1 m/ha and terrain was undulating with an elevation ranging from 135 to 391 m above se...
متن کاملMapping Defoliation with Lidar
The aim of this article is to present a concept of using airborne laser scanning (LIDAR), with one scan only, to map defoliation as a forest health variable. The idea is to apply two independent algorithms on the LIDAR data set, to produce both actual and expected leaf area index (LAI) values for every cell in a grid over the area. LAI is estimated based on laser pulse penetration through the c...
متن کاملAirborne lidar-based estimates of tropical forest structure in complex terrain: opportunities and trade-offs for REDD+
BACKGROUND Carbon stocks and fluxes in tropical forests remain large sources of uncertainty in the global carbon budget. Airborne lidar remote sensing is a powerful tool for estimating aboveground biomass, provided that lidar measurements penetrate dense forest vegetation to generate accurate estimates of surface topography and canopy heights. Tropical forest areas with complex topography prese...
متن کاملThe Effects of Footprint Size and Sampling Density in Airborne Laser Scanning to Extract Individual Trees in Mountainous Terrain
The effects of footprint size and sampling density in airborne laser scanning on extraction of individual trees in a mountainous terrain were investigated. A stand of Japanese cedar was selected for the study. Three flight altitudes of the helicopter above the ground, 300, 600 and 1,200 meters, were used to acquire the data with different footprint sizes. The footprint diameters were approximat...
متن کامل