Title :
A numerical simulation of estimating snow wetness with ASAR
Author_Institution :
Inst. for Computational Earth Syst. Sci., California Univ., Santa Barbara, CA, USA
Abstract :
In hydrological investigations, modeling and forecasting of snow melt runoff requires timely information about snow properties and their spatial variability. The liquid water content in snow pack is an important parameter. A fully polarimetric C-band synthetic aperture radar (SAR) has the capability to estimate the free liquid water content-snow wetness-in the top layer of a snow pack quantitatively as demonstrated in Shi and Dozier 1995). The objective of this study is to develop an algorithm under the configuration of ASAR´s C-band dual-copolarization measurements, e.g., HH and VV polarization. We have established a model-simulated C-band data-base by using multi-scattering model. The data-base covers the most possible wet snow physical properties and surface roughness conditions. Using this data-base, an inversion algorithm has been developed for using C-band dual-copolarization measurements. The newly developed algorithm mainly involved two steps: 1) decomposition of the surface and volume scattering signals, and 2) then using each scattering component to estimate snow wetness
Keywords :
hydrological techniques; inverse problems; radar polarimetry; remote sensing by radar; rough surfaces; snow; synthetic aperture radar; ASAR; C-band dual-co-polarization measurements; C-band dual-copolarization measurements; HH polarization; SAR; VV polarization; free liquid water content-snow; inversion algorithm; liquid water content; model-simulated C-band data-base; multi-scattering model; numerical simulation; polarimetric C-band synthetic aperture radar; snow melt runoff; snow pack; snow wetness; surface roughness; top layer; Backscatter; Ice; Numerical simulation; Particle scattering; Polarization; Radar scattering; Remote monitoring; Rough surfaces; Snow; Surface roughness;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2001. IGARSS '01. IEEE 2001 International
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-7031-7
DOI :
10.1109/IGARSS.2001.976681