Methods to avoid being affected by non-zero closure phase in InSAR time series analysis in a multi-reference stack

Procedia Computer Science(2021)

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摘要
Abstract This work discusses InSAR time series analysis using multi-reference stacks with exclusively short time intervals. A 5 months long stack of Sentinel-1 acquisitions over a high alpine territory that includes fast moving landslides is used. Use of the multi-look phases becomes problematic due to non-zero closure phase. The errors induced by non-zero phase closure can be avoided by the use of single-look phases for all scatterers, including distributed scatterers. A weighted least-squares solution of the deformation time-series is obtained using the multi-reference stack interferometric single-look phases. Quality control is done during the regression analysis, the conversion to the time series, and considering the temporal coherence. Spatial filtering of the single-look phase time series can be used to further reduce the phase noise present in areas with intermediate coherence levels.
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关键词
DInSAR, PSI, SBAS, time-series analysis, multi-reference stack, distributed scatterers, multi-look phases, single-look phases, fast non-uniform motion, displacement monitoring
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