Title :
Identifying Surface Materials on an Active Volcano by Deriving Dielectric Permittivity From Polarimetric SAR Data
Author :
Saepuloh, Asep ; Koike, Katsuaki ; Urai, Minoru ; Sumantyo, Josaphat Tetuko Sri
Author_Institution :
Fac. of Earth Sci. & Technol., Bandung Inst. of Technol., Bandung, Indonesia
Abstract :
Dielectric permittivity εr measured on the Earth´s surface is an effective property for characterizing surface materials in terms of rock type and water content, particularly in highly changeable environments such as active volcanoes. We propose a technique termed dielectric permittivity from polarimetric synthetic aperture radar (dPSAR) to quantify εr using a single scene of polarimetric SAR data, based on the small perturbation model of backscattering (SPMB). For an optimal solution, the Nelder-Mead simplex method was combined with SPMB. The application of dPSAR to a scene of ALOS PALSAR data from the vicinity of Mt. Merapi, Indonesia, correctly identified the relative value ranges of εr for pyroclastic flow and tephra deposits accompanying large eruptions that occurred on November 5, 2010; their means were 2.55 and 3.07, respectively. Pore water within porous ashes is a plausible factor for increases in the εr of the tephra.
Keywords :
geophysical techniques; permittivity; radar polarimetry; remote sensing by radar; rocks; synthetic aperture radar; volcanology; AD 2010 11 05; ALOS PALSAR data; Earth surface; Indonesia; Mt. Merapi; Nelder-Mead simplex method; SPMB; active volcano; backscattering perturbation model; dPSAR; dielectric permittivity; highly changeable environments; polarimetric SAR data; polarimetric synthetic aperture radar; pyroclastic flow; rock type; surface materials; tephra deposits; water content; Backscatter; Dielectric measurement; Dielectrics; Rocks; Rough surfaces; Surface roughness; Synthetic aperture radar; Advanced Land Observing Satellite Phased Array type L-band Synthetic Aperture Radar (ALOS PALSAR); Mt. Merapi; Nelder–Mead simplex; Nelder???Mead simplex; backscattering;
Journal_Title :
Geoscience and Remote Sensing Letters, IEEE
DOI :
10.1109/LGRS.2015.2415871