DocumentCode :
2565952
Title :
A coherent scattering model for forest canopies based on Monte Carlo simulation of fractal generated trees
Author :
Lin, Yi-Cheng ; Sarabandi, Kamal
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
Volume :
2
fYear :
1996
fDate :
27-31 May 1996
Firstpage :
1334
Abstract :
A coherent scattering model for tree canopies based on a Monte Carlo simulation of fractal generated trees is investigated in this study. In contrast to the incoherent models based on the radiative transfer theory, the present model is capable of preserving the relative phase of individual scatterer which give rise to the coherent effects and predicting the absolute phase of the backscattered field or equivalently the scattering phase center. In the procedure for Monte Carlo simulation, first tandem generation of tree architectures is implemented by employing the Lindenmayer systems (L-systems), a convenient tool for creating fractal patterns of botanical structures. Since the generating code of tree structures is faithful in preserving the fine features of the simulated tree types, this study provides an efficient approach to examine the effects of tree structures on the radar backscatter. After generating a tree structure, the electromagnetic scattering problem is then treated by considering the tree structure as a cluster of scatterers comprised of cylinders (trunks and branches) and disks (leaves) with specified position, orientation, and size. The scattering solution is obtained by invoking the single scattering theory for a uniform plane wave illumination. In this solution scattering from individual tree components when illuminated by the mean field is computed and then added coherently. The mean field at a given point within the tree structure include the attenuation and phase change due to the scattering and absorption losses of vegetation particles. Finally, the backscattering coefficients are simulated at different frequencies based on the results of the Monte Carlo simulations obtained from a large number of independent trees
Keywords :
Monte Carlo methods; S-matrix theory; backscatter; forestry; fractals; geophysical techniques; radar cross-sections; radar theory; remote sensing by radar; Lindenmayer system; Monte Carlo simulation; backscatter model; botanical structure; branche; coherent scattering model; cylinder; electromagnetic scattering problem; foliage; forest canopy; fractal generated trees; fractals; geophysical measurement technique; leaves; radar backscatter; radar remote sensing; radar scattering; relative phase; scattering matrix; tandem generation; tree architectures; trunk; vegetation mapping; Absorption; Attenuation; Backscatter; Electromagnetic scattering; Fractals; Lighting; Particle scattering; Predictive models; Radar scattering; Tree data structures;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1996. IGARSS '96. 'Remote Sensing for a Sustainable Future.', International
Conference_Location :
Lincoln, NE
Print_ISBN :
0-7803-3068-4
Type :
conf
DOI :
10.1109/IGARSS.1996.516654
Filename :
516654
Link To Document :
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