Title :
New differential SAR tomography functionalities for probing 3D forest structure and dynamic processes
Author :
Lombardini, Fabrizio ; Cai, Francesco
Author_Institution :
Dept. of Inf. Eng., Univ. of Pisa, Pisa, Italy
Abstract :
The interest for advanced methods of full 3D SAR imaging of volumetric forest scatterers is rapidly increasing. In particular, multibaseline SAR tomographic elevation beamforming i.e. spatial spectral estimation is a promising technique. Recently, this concept has been integrated with the differential interferometry concept, producing the new differential tomography mode which yields ´space-time´ signatures of scattering dynamics in the SAR cell. Based on this framework, we develop new tomographic functionalities to allow extracting geometric and dynamic information of forest layers. First, we show a new tomographic method robust to temporal decorrelation, arising during the synthesis of the tomographic array. A parametric method matched to non-line spectra is applied to decouple the nuisance temporal signal histories in the spatial spectral estimation. Second, we propose a new differential method aiming to overcome the limitations of classic differential interferometry in scenarios with interfering volumes. In particular, we focus on the possibility of monitoring subcanopy ground subsidences. Finally, a last new functionality is proposed to retrieve information on different temporal decorrelation mechanisms of overlayed scatterers. Simulated and first airborne real data results are reported.
Keywords :
remote sensing by radar; synthetic aperture radar; tomography; vegetation mapping; 3D SAR imaging; 3D forest structure; differential SAR tomography; dynamic process; space-time signatures; spatial spectral estimation; subcanopy ground subsidences monitoring; temporal decorrelation; volumetric forest scatterers; Bandwidth; Decorrelation; Estimation; Interferometry; Scattering; Three dimensional displays; Tomography; SAR; decorrelation; multidimensional imaging; subsidence; tomography; volume scattering;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4577-1003-2
DOI :
10.1109/IGARSS.2011.6049697