Title :
Estimating the ground heightwith L-band IfSAR in a wind-blown forest environment
Author :
Benson, Michael ; Pierce, Leland ; Sarabandi, Kamal
Author_Institution :
EECS Dept., Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
The horizontal and vertical (3D) structure of Earth´s forested ecosystems are of great significance to their ecological functioning and societal uses. An IfSAR approach is one methodology whereby a forest´s structure and height in particular can be successfully estimated. Critical to the successful estimation is a high correlation between multiple SAR images. Regardless of a forest´s location on the Earth, motion due to wind can significantly alter a forest´s appearance to a radar system operating at L-band and so too decrease this necessary correlation. In order to investigate and quantize the decorrelation induced by the wind, we have developed a model that is capable of generating both a single-pass and repeat-pass interferometric SAR response of a forest including the application of a randomly oriented wind field. The simulation consists of multiple interconnected parts including the generation of fractal tree geometries, a wind simulator to apply variable wind forces to the generated trees, an electromagnetic model to allow us to calculate a fully polarimetric Single Look Complex value for the SAR return of the combined target, and an IfSAR processing algorithm capable of calculating a scattering phase center in the presence of wind. Results present polarimetric scattering phase centers and interferogram coherence as a function of wind speed. We further deconstruct our SAR processor to yield individual scatting mechanisms and their resultant scattering phase centers. This deconstruction allows for an accurate estimate of the underlying ground to be generated, even in the presence of a strong wind field.
Keywords :
ecology; fractals; geometry; geophysical techniques; radar interferometry; remote sensing by radar; synthetic aperture radar; vegetation mapping; wind; Earth forested ecosystem horizontal 3D structure; Earth forested ecosystem vertical 3D structure; IfSAR processing algorithm; L-band IfSAR approach; L-band operating radar system; SAR processor; SAR return; combined target; ecological functioning; electromagnetic model; forest appearance; forest height methodology; forest location; forest structure methodology; fractal tree geometry generation; fully polarimetric single look complex value calculation; ground height estimation; individual scatting mechanisms; interferogram coherence; multiple SAR image high correlation; multiple interconnected parts; polarimetric scattering phase centers; randomly oriented wind field application; repeat-pass repeat-pass interferometric SAR response; resultant scattering phase centers; scattering phase center calculation; single-pass repeat-pass interferometric SAR response; societal uses; strong wind field; underlying ground accurate estimation; variable wind forces; wind decorrelation investigation; wind decorrelation quantization; wind due motion; wind simulator; wind speed function; wind-blown forest environment; Coherence; Geometry; L-band; Synthetic aperture radar; Vegetation; IfSAR; SAR; SAR decomposition; SPC; fractal tree; scattering phase center; wind model;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6721361