Snow Height Determination by Polarimetric Phase Differences in X-Band SAR Data

被引:93
作者
Leinss, Silvan [1 ]
Parrella, Giuseppe [2 ]
Hajnsek, Irena [1 ,2 ]
机构
[1] Swiss Fed Inst Technol Zurich ETH, Inst Environm Engn, CH-8093 Zurich, Switzerland
[2] German Aerosp Ctr DLR, Microwaves & Radar Inst, D-82234 Wessling, Germany
关键词
Birefringence; copolar phase difference; dry snow; fresh snow; polarimetry; snow anisotropy; snow microstructure; synthetic aperture radar; TanDEM-X; TerraSAR-X; VV-HH phase difference; TEMPERATURE-GRADIENT; THERMAL-CONDUCTIVITY; MODEL; RADAR; MICROSTRUCTURE; BACKSCATTERING; POLARIZATION; METAMORPHISM; STATISTICS; DERIVATION;
D O I
10.1109/JSTARS.2014.2323199
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The copolar phase difference (CPD) between VV and HH polarization of X-band SAR acquisitions shows a significant dependence on the depth of fresh snow. Phase differences of 5-15 deg/10 cm fresh snow were determined at a frequency of 9.65 GHz by comparing spatial and temporal variations of snow depth (SD) with the CPD. Spatial correlations were derived from snow transect measurements during January 2012 and TanDEM-X acquisitions. Temporal correlations were derived from weather station data and TerraSAR-X acquisitions between December 2012 and April 2013. All measurements were done at a test field near the city Sodankylae, Finland. To explain the observed CPD, a model derives birefringent properties from the microstructure of snow, which is described as aligned elliptical particles. The microscopic description is based on computer tomography observations. Different incidence angles were analyzed in consistency with the model. The temporal evolution of the CPD was linked to the temperature-gradient-driven recrystallization process. Sudden increases in the CPD indicate fresh snow. Slow decreases indicate the subsequent recrystallization process. The background signal of wet soil was considered and causes a small negative offset to the CPD. A quantitative determination of the depth of fresh snow is possible, because the specific CPD per meter of snow can be estimated. Spatial resolutions below 100 x 100 m are achievable with sensors such as TerraSAR-X or TanDEM-X. This paper presents a theoretical relationship between the microstructure of snow and the CPD and relates the CPD theoretically and empirically to the depth of fresh snow.
引用
收藏
页码:3794 / 3810
页数:17
相关论文
共 73 条
[1]   EXPERIMENTAL-STUDY OF MICROWAVE TRANSMISSION IN SNOWPACK [J].
ABE, T ;
YAMAGUCHI, Y ;
SENGOKU, M .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1990, 28 (05) :915-921
[2]  
Alley R., 1987, Annals of Glaciology, V9, P1, DOI DOI 10.3189/S0260305500200670
[3]  
[Anonymous], 1984, SNOW ACCUMULATION SN
[4]   DRY SNOW BACKSCATTERING SENSITIVITY ON DENSITY CHANGE FOR SWE ESTIMATION [J].
Besic, N. ;
Vasile, G. ;
Chanussot, J. ;
Stankovic, S. ;
Dedieu, J. -P. ;
d'Urso, G. ;
Boldo, D. ;
Ovarlez, J. -P. .
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2012, :4418-4421
[5]   Spatial and temporal variability in seasonal snow density [J].
Bormann, Kathryn J. ;
Westra, Seth ;
Evans, Jason P. ;
McCabe, Matthew F. .
JOURNAL OF HYDROLOGY, 2013, 484 :63-73
[6]   Polarimetric backscatter from fresh and metamorphic snowcover at millimeter wavelengths [J].
Chang, PS ;
Mead, JB ;
Knapp, EJ ;
Sadowy, GA ;
Davis, RE ;
McIntosh, RE .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 1996, 44 (01) :58-73
[7]   Arctic warming, increasing snow cover and widespread boreal winter cooling [J].
Cohen, Judah L. ;
Furtado, Jason C. ;
Barlow, Mathew A. ;
Alexeev, Vladimir A. ;
Cherry, Jessica E. .
ENVIRONMENTAL RESEARCH LETTERS, 2012, 7 (01)
[8]   THE LAYERED CHARACTER OF SNOW COVERS [J].
COLBECK, SC .
REVIEWS OF GEOPHYSICS, 1991, 29 (01) :81-96
[9]   AN OVERVIEW OF SEASONAL SNOW METAMORPHISM [J].
COLBECK, SC .
REVIEWS OF GEOPHYSICS, 1982, 20 (01) :45-61
[10]   THE DIELECTRIC PROPERTIES OF ICE AND SNOW AT 3.2 CENTIMETERS [J].
CUMMING, WA .
JOURNAL OF APPLIED PHYSICS, 1952, 23 (07) :768-773