Tropospheric delay corrections to differential InSAR results from GPS observations
Janssen, V and Ge, L and Rizos, C (2003) Tropospheric delay corrections to differential InSAR results from GPS observations. In: 6th International Symposium on Satellite Navigation Technology Including Mobile Positioning and Location Services (SatNav), 22-25 July 2003, Melbourne.
Official URL: http://www.gps-society.org/satnav2003.html
Differential Interferometric Synthetic Aperture Radar (DInSAR) techniques have been recognised as well-suited for ground deformation monitoring applications. However, the spatially and temporally variable delay of the radar signal propagating through the atmosphere represents a major limitation to accuracy. The dominant factor to be considered is the tropospheric heterogeneity, which can lead to misinterpretation of differential InSAR results. In this paper a between-site and between-epoch double-differencing algorithm for the generation of tropospheric corrections to DInSAR results based on GPS observations is proposed. In order to correct the radar results on a pixel-by-pixel basis, the GPS-derived corrections have to be interpolated. Using GPS data from the SCIGN network it has been found that the inverse distance weighted and kriging interpolation methods are more suitable than the spline method. Differential corrections as much as several centimetres may have to be applied in order to ensure sub-centimetre accuracy for the DInSAR result and it seems optimal to estimate the tropospheric delay from GPS data at 5-minute intervals. The algorithm and procedures described in this paper could easily be implemented in a CGPS data centre. The interpolated image of between-site, single-differenced tropospheric delay can be provided as a routine product to assist radar interferometry.
|Item Type:||Conference or Workshop Item (Paper)|
|Keywords:||GPS, tropospheric corrections, interpolation|
|Deposited By:||Dr Volker Janssen|
|Deposited On:||14 Dec 2006|
|Last Modified:||18 Jul 2008 19:44|
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