Title :
Modeling Active Microwave Remote Sensing of Multilayer Dry Snow using Dense Media Radiative Transfer Theory
Author :
Liang, Ding ; Tsang, Leung ; Yueh, Simon ; Xu, Xiaolan
Author_Institution :
Dept. of Electr. Eng., Univ. of Washington, Seattle, WA
Abstract :
In this paper, we model the backscattering coefficients of multi-layer dry snowpacks, based on Dense Media Radiative Transfer theory (DMRT) with the Quasicrystalline Approximation (QCA). The DMRT model accounts for adhesive aggregate effects, which leads to dense media Mie scattering by using a Sticky particle model. The same set of DMRT equations are used for modeling both active and passive remote sensing. The model is validated by using the Cold-Land Processes Field Experiment CLPX ground based polarimetric scatterometry observation at local-scale observation site (LSOS) and airborne polarimetric Ku-band scatterometer (POLSCAT) data at Fool-Creek, Fraser. The snow density profiles are from ground observation and grain sizes are fitting parameters. It shows that the co-polarization simulations are in good agreement with the data, the cross-polarization simulations are around 2 dB lower than ground based observation and 5 dB lower than airborne observation. With the same set of multi-layer snowpack profile, the QCA/DMRT model matched co-polarization backscattering coefficients and all 4 channels of brightness temperature observations simultaneously at LSOS. The cross-polarization simulation can be improved by 3-dimensional numerical solutions of Maxwell equations (NMM3D). Study at Fool-Creek shows that NMM3D/DMRT simulations can match both co-polarization and cross-polarization observations simultaneously.
Keywords :
Maxwell equations; Mie scattering; airborne radar; radiative transfer; remote sensing; snow; 3D numerical solutions of Maxwell equations; CLPX polarimetric scatterometry observation; Cold-Land Processes Field Experiment; Colorado; Dense Media Radiative Transfer theory; Fool-Creek; Fraser; Mie scattering; POLSCAT data; Quasicrystalline Approximation; Sticky particle model; active microwave remote sensing; airborne polarimetric Ku-band scatterometer; backscattering coefficient model; brightness temperature observations; co-polarization simulation; cross-polarization observations; cubic spline interpolation; grain sizes; ground based observation; local-scale observation site; multi-layer dry snowpacks; passive remote sensing; snow density profiles; Aggregates; Backscatter; Equations; Microwave theory and techniques; Mie scattering; Nonhomogeneous media; Quantum cellular automata; Radar measurements; Remote sensing; Snow; DMRT; active microwave remote sensing; dense media; multiple scattering; numerical solutions of Maxwell equations; snow;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-2807-6
Electronic_ISBN :
978-1-4244-2808-3
DOI :
10.1109/IGARSS.2008.4779277