Title :
Polarimetric scattering feature estimation for accurate wetland boundary classification
Author :
Sato, Ryoichi ; Yamaguchi, Yoshio ; Yamada, Hiroyoshi
Author_Institution :
Fac. of Educ., Niigata Univ., Niigata, Japan
Abstract :
This paper investigates polarimetric scattering characteristics from boundary region between the water area and the surrounding emerged plants in wetland, and proposes a simple true water area estimation method, by using both ΦHH - ΦVV and Pd in polarimetric synthetic aperture radar (PolSAR) im age analysis. The true water area includes not only the body of water but also the water area under emerged-plants and/or floating-leave plants in wetland. To verify the generating mechanism of the specific polarimetric scattering features, the Finite-Difference Time Domain (FDTD) polarimetric scattering analysis is also carried out for a simplified boundary model, which simulates the local boundary region around the wetland and consists of lots of vertical thin dielectric pillars on a dielectric plate. Taking into account the polarimetric feature obtained by both the FDTD and PolSAR image analyses, one can distinguish the actual water area from the emerged-plants around a wetland, even when the water area is concealed by emerged plants and/or floating-leave plants. Resultantly, it is found that by using the proposed simple classification markers, one can estimate the true water area boundary for wetland and the surrounding emerged-plants.
Keywords :
finite difference time-domain analysis; geophysical image processing; radar polarimetry; synthetic aperture radar; terrain mapping; FDTD image analysis; HH-VV phase difference; PolSAR image analysis; classification markers; dielectric plate; emerged-plants; finite-difference time-domain polarimetric scattering analysis; floating-leave plants; local boundary region; polarimetric scattering characteristics; polarimetric scattering feature estimation; polarimetric synthetic aperture radar image analysis; scattering power decomposition; true water area boundary; true water area estimation method; vertical thin dielectric pillars; wetland boundary classification; wetland water area classification; Analytical models; Dielectric measurements; Dielectrics; Finite difference methods; Image analysis; Scattering; Time domain analysis; HH-VV phase difference; Radar polarimetry; polarimetric synthetic aperture radar (PolSAR); scattering power decomposition; wetland water area classification;
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.2011.6048915