TROPOSPHERIC CORRECTION FOR INSAR USING INTERPOLATED ECMWF DATA AND GPS ZENITH TOTAL DELAY FROM THE SOUTHERN CALIFORNIA INTEGRATED GPS NETWORK

被引:18
作者
Lofgren, J. S. [1 ]
Bjorndahl, F. [1 ]
Moore, A. W. [2 ]
Webb, F. H. [2 ]
Fielding, E. J. [2 ]
Fishbein, E. F. [2 ]
机构
[1] Chalmers, Dept Radio & Space Sci, Onsala Space Observ, SE-43992 Onsala, Sweden
[2] CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
来源
2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM | 2010年
关键词
InSAR; tropospheric correction; GPS; zenith total delay; stretched boundary layer model; ECMWF; RADAR INTERFEROMETRY; DEFORMATION; EARTHQUAKE; SURFACE;
D O I
10.1109/IGARSS.2010.5649888
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
A tropospheric correction method for Interferometric Synthetic Aperture Radar (InSAR) was developed using profiles from the European Centre for Medium-Range Weather Forecasts (ECMWF) and Zenith Total Delay (ZTD) from the Global Positioning System (GPS). The ECMWF data were interpolated into a finer grid with the Stretched Boundary Layer Model (SBLM) using a Digital Elevation Model (DEM) with a horizontal resolution of 1 arcsecond. The output were converted into ZTD and combined with the GPS ZTD in order to achieve tropospheric correction maps utilizing both the high spatial resolution of the SBLM and the high accuracy of the GPS. These maps were evaluated for three InSAR images, with short temporal baselines (implying no surface deformation), from Envisat during 2006 on an area stretching northeast from the Los Angeles basin towards Death Valley. The RMS in the InSAR images was greatly reduced, up to 32%, when using the tropospheric corrections. Two of the residuals showed a constant gradient over the area, suggesting a remaining orbit error. This error was reduced by reprocessing the troposphere corrected InSAR images with the result of an overall RMS reduction of 15 - 68%.
引用
收藏
页码:4503 / 4506
页数:4
相关论文
共 18 条
[1]  
BEVIS M, 1994, J APPL METEOROL, V33, P379, DOI 10.1175/1520-0450(1994)033<0379:GMMZWD>2.0.CO
[2]  
2
[3]  
Boehm J., 2006, GEOPHYS RES LETT, V33
[4]   Network approaches to two-dimensional phase unwrapping: intractability and two new algorithms [J].
Chen, CW ;
Zebker, HA .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 2000, 17 (03) :401-414
[5]   Applying differential InSAR to orbital dynamics: a new approach for estimating ERS trajectories [J].
Kohlhase, AO ;
Feigl, KL ;
Massonnet, D .
JOURNAL OF GEODESY, 2003, 77 (09) :493-502
[6]   Interferometric synthetic aperture radar atmospheric correction: GPS topography-dependent turbulence model [J].
Li, ZH ;
Fielding, EJ ;
Cross, P ;
Muller, JP .
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2006, 111 (B2)
[7]   Coseismic deformation field of the M=6.7 Northridge, California earthquake of January 17, 1994 recorded by two radar satellites using interferometry [J].
Massonnet, D ;
Feigl, KL ;
Vadon, H ;
Rossi, M .
GEOPHYSICAL RESEARCH LETTERS, 1996, 23 (09) :969-972
[8]   RADAR INTERFEROMETRIC MAPPING OF DEFORMATION IN THE YEAR AFTER THE LANDERS EARTHQUAKE [J].
MASSONNET, D ;
FEIGL, K ;
ROSSI, M ;
ADRAGNA, F .
NATURE, 1994, 369 (6477) :227-230
[9]   Radar interferometry and its application to changes in the earth's surface [J].
Massonnet, D ;
Feigl, KL .
REVIEWS OF GEOPHYSICS, 1998, 36 (04) :441-500
[10]   Correction for interferometric synthetic aperture radar atmospheric phase artifacts using time series of zenith wet delay observations from a GPS network [J].
Onn, F. ;
Zebker, H. A. .
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2006, 111 (B9)