DocumentCode :
744144
Title :
Snow Water Equivalent of Dry Snow Measured by Differential Interferometry
Author :
Leinss, Silvan ; Wiesmann, Andreas ; Lemmetyinen, Juha ; Hajnsek, Irena
Author_Institution :
Institute of Environmental Engineering, Swiss Federal Institute of Technology in Zurich (ETH), Zürich, Switzerland
Volume :
8
Issue :
8
fYear :
2015
Firstpage :
3773
Lastpage :
3790
Abstract :
Large scale mapping of snow water equivalent (SWE) is a long-lasting request in many scientific and economical fields. Active and passive microwave remote sensing methods are explored, as local methods cannot be generalized due to the spatial inhomogeneity of the snow pack. Microwaves interact with snow by absorption, scattering, and refraction. For dry snow of a few meters depth and frequencies below 20 GHz, absorption and scattering in the snow volume are negligible compared with the backscattered energy from the underlying ground. The signal delay caused by refraction can be measured with differential radar interferometry, but phase wrapping errors and temporal decorrelation must be considered. We demonstrate that large \\Delta text{SWE} can be accurately determined from dense time series of differential interferograms at X- and Ku-band by temporal integration. Lost phase cycles are reconstructed with a two-frequency approach. Temporal decorrelation is minimized by a temporal resolution of 4h. A linear function between \\Delta text{SWE} and phase difference is derived, which deviates only a few percent from the exact solution and which depends negligibly on snow density and stratigraphy. \\Delta text{SWE} retrieved from observations of the SnowScat instrument (SSI) were validated against observed SWE from different reference instruments, installed at a test site near the town of Sodankylä, Finland. An accuracy below \\pm 6;text{mm} SWE was achieved at frequencies of 10 and 16 GHz for up to 200 mm of \\Delta SWE. An exceptionally high temporal coherence was observed for up to 3-  days for dry snow, whereas for wet snow it decayed within hours.
Keywords :
Backscatter; Ice; Instruments; Interferometry; Snow; Synthetic aperture radar; Coherence loss; SnowScat; dielectric constant of snow; differential interferometry (D-InSAR); dry snow; microwave penetration of snow; real aperture radar; snow water equivalent (SWE); synthetic aperture radar (SAR);
fLanguage :
English
Journal_Title :
Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of
Publisher :
ieee
ISSN :
1939-1404
Type :
jour
DOI :
10.1109/JSTARS.2015.2432031
Filename :
7128327
Link To Document :
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