학술논문

Effective LAI and CHP of a Single Tree From Small-Footprint Full-Waveform LiDAR
Document Type
Periodical
Source
IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 11(9):1634-1638 Sep, 2014
Subject
Geoscience
Power, Energy and Industry Applications
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Signal Processing and Analysis
Vegetation
Cogeneration
Laser radar
Correlation
Indexes
Photography
Cameras
Canopy height profile (CHP)
%24%28%5Chbox{LAI}%5F{%5Crm+e}%29%24<%2Ftex><%2Fformula>%22">effective leaf area index $(\hbox{LAI}_{\rm e})$
full-waveform airborne LiDAR
single tree
Soil Moisture Active Passive Experiment (SMAPEx)
vegetation profile
Language
ISSN
1545-598X
1558-0571
Abstract
This letter has tested the canopy height profile (CHP) methodology as a way of effective leaf area index $(\hbox{LAI}_{\rm e})$ and vertical vegetation profile retrieval at a single-tree level. Waveform and discrete airborne LiDAR data from six swaths, as well as from the combined data of six swaths, were used to extract the $\hbox{LAI}_{\rm e}$ of a single live Callitris glaucophylla tree. $\hbox{LAI}_{\rm e}$ was extracted from raw waveform as an intermediate step in the CHP methodology, with two different vegetation-ground reflectance ratios. Discrete point $\hbox{LAI}_{\rm e}$ estimates were derived from the gap probability using the following: 1) single ground returns and 2) all ground returns. LiDAR $\hbox{LAI}_{\rm e}$ retrievals were subsequently compared to hemispherical photography estimates, yielding mean values within $\pm$7% of the latter, depending on the method used. The CHP of a single dead Callitris glaucophylla tree, representing the distribution of vegetation material, was verified with a field profile manually reconstructed from convergent photographs taken with a fixed-focal-length camera. A binwise comparison of the two profiles showed very high correlation between the data reaching ${\rm R}^{2}$ of 0.86 for the CHP from combined swaths. Using a study-area-adjusted reflectance ratio improved the correlation between the profiles, but only marginally in comparison to using an arbitrary ratio of 0.5 for the laser wavelength of 1550 nm.