Title :
Dense Media Radiative Transfer Applied to SnowScat and SnowSAR
Author :
Wenmo Chang ; Shurun Tan ; Lemmetyinen, Juha ; Leung Tsang ; Xiaolan Xu ; Yueh, Simon H.
Author_Institution :
Dept. of Electr. Eng., Univ. of Washington, Seattle, WA, USA
Abstract :
The dense media radiative transfer (DMRT) theory is applied to data analysis of recent measurements of multifrequency microwave backscatter from the snow cover on earth. Measurement includes ground-based campaign (SnowScat) and airborne mission (SnowSAR). Both the quasi-crystalline approximation (QCA) model and the bicontinuous model are used for a multilayer snow medium. Two size parameters are used for both models. Grain size and stickiness parameter are used for QCA model. The bicontinuous model has two parameters: the mean wave number 〈ζ〉 and the parameter b. The mean wave number 〈ζ〉 corresponds to the inverse of the grain size, while the b parameter controls the width of the wave number distribution and is related to the clustering property. The bicontinuous model is used to generate the microstructures of snow by computer, and Maxwell equations are solved numerically for each sample of computer-generated structure to calculate the extinction coefficient and the phase matrix. Other geometric descriptors of the bicontinuous medium include correlation functions and specific surface areas, both of which can be calculated from the parameters 〈ζ〉 and b. In making comparisons, we use ground measurements of specific surface area, grain size, densities, and layering of snow cover as input for the theoretical models. The geometric properties and the scattering properties of the bicontinuous model are also compared with past models. In making the multifrequency comparisons, we use the same physical parameters of all three frequencies: 1) X band; 2) Ku bands of 13.3 GHz; and 3) 16.7 GHz. It is emphasized that the DMRT models provide frequency, size, and angular dependence that depart from the classical model of Rayleigh scattering and are in better agreement with experimental observations.
Keywords :
Maxwell equations; airborne radar; backscatter; hydrological techniques; radiative transfer; snow; synthetic aperture radar; Maxwell equations; QCA model; Rayleigh scattering; bicontinuous medium; bicontinuous model; clustering property; computer-generated structure; dense media radiative transfer theory; grain size; mean wave number; multifrequency comparisons; multifrequency microwave backscatter; multilayer snow medium; quasicrystalline approximation model; snow cover layering; snowSAR; snowscat; specific surface areas; stickiness parameter; wave number distribution; Computational modeling; Correlation; Grain size; Mathematical model; Numerical models; Scattering; Snow; Bicontinuous; SnowSAR; SnowScat; dense media radiative transfer (DMRT); quasi-crystalline approximation (QCA); remote sensing of snow;
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
DOI :
10.1109/JSTARS.2014.2343519