Title :
Topographic relief compensation on spaceborne polarimetric SAR for forest applications
Author :
Chen, Hao ; Goodenough, David G. ; Dyk, Andrew ; Hobart, Geordie ; Richardson, Ashlin ; Moa, Belaid ; Wilke, Alex
Author_Institution :
Pacific Forestry Centre, Natural Resources Canada, Victoria, BC
Abstract :
In order to use the advanced capabilities of polarimetric SAR data for forest applications, analysis methods must address topographic relief effects in mountainous regions. ALOS PALSAR L-band and Radarsat-2 C-band polarimetric SAR data over study sites in Hinton, Alberta, and the Greater Victoria Watershed District, BC, were collected and used to investigate the effectiveness of polarization orientation shifts correction, decomposition filtering techniques and local incident angle compensation. We found that the polarization orientation shifts estimated from PALSAR winter data corresponded to the topographic relief. The shifts from the PALSAR summer data were noisy. The polarization orientation shifts were not seen in the Radarsat-2 data. Various polarimetric parameterizations were useful for identifying terrain features and land cover types. The Cloude entropy, dominant scattering alpha and eigenvalues (lambda2+lambda3) were used to create HSV coding images for better differentiation of forest, vegetation and water surfaces with minimized topographic effects. The local incident angle compensation on single polarization backscatters was applied to Radarsat-2 data. Due to the high biomass volume in the study area and the higher radar frequency, the correlations between the polarization backscatter and the ground measured volumes at the plot level were poor.
Keywords :
backscatter; eigenvalues and eigenfunctions; electromagnetic wave polarisation; entropy; feature extraction; filtering theory; forestry; geophysical signal processing; image coding; meteorological radar; radar imaging; radar polarimetry; spaceborne radar; synthetic aperture radar; terrain mapping; topography (Earth); vegetation mapping; weather forecasting; ALOS PALSAR L-band; Cloude entropy; HSV image coding; Radarsat-2 C-band; biomass volume; decomposition filtering technique; dominant scattering alpha; eigenvalue method; forest application; land cover type; local incident angle compensation; mountainous region; polarization backscatter orientation shift; spaceborne polarimetric SAR; terrain feature identification; topographic relief compensation; vegetation mapping; water surface; weather forecasting; winter data; Backscatter; Eigenvalues and eigenfunctions; Entropy; Filtering; Image coding; L-band; Polarization; Radar scattering; Spaceborne radar; Vegetation mapping;
Conference_Titel :
Radar Conference, 2009 IEEE
Conference_Location :
Pasadena, CA
Print_ISBN :
978-1-4244-2870-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2009.4977027