Title :
An extended model for characterizing vegetation canopies using polarimetric SAR interferometry
Author :
Tabb, Mark ; Flynn, Thomas ; Carande, Richard
Author_Institution :
Vexcel Corp., Boulder, CO, USA
Abstract :
Effective exploitation of polarimetric SAR interferometry data over vegetated areas requires the use of a vegetation model of sufficient complexity to capture the underlying scattering processes. The standard Treuhaft model (randomly oriented vegetation + ground) makes a number of assumptions that may not be true in general. This paper presents a two-layer extended model that allows canopy attenuation to be a function of polarization, does not require the canopy to extend all the way to the ground, and allows the ground to be sloped. It is shown that many cases exist in which the two models predict similar coherence region shapes for significantly different structural parameters. It is argued that a minimum of two baselines is required for robust model selection and inversion.
Keywords :
backscatter; forestry; geophysical techniques; radar cross-sections; radar polarimetry; radar theory; remote sensing by radar; synthetic aperture radar; vegetation mapping; InSAR; Treuhaft model; backscatter; canopy attenuation; canopy structure; coherence region shapes; extended model; forest; geophysical measurement technique; inversion; polarimetric SAR interferometry; polarization; radar polarimetry; radar remote sensing; radar scattering; randomly oriented vegetation; robust model selection; synthetic aperture radar; two-layer extended model; vegetation mapping; vegetation model; Attenuation; Coherence; Interferometry; Polarization; Predictive models; Robustness; Scattering; Shape; Structural engineering; Vegetation;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN :
0-7803-7536-X
DOI :
10.1109/IGARSS.2002.1025762