大动态影响区域SAR数据序列变形时间序列生成研究进展

F. Casu, A. Manconi, A. Pepe, M. Manzo, R. Lanari
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引用次数: 0

摘要

我们提出了在受大变形动力学影响的地区生成变形时间序列的进展,在这些地区,差分SAR相位的利用可能受到严重错配误差或非常高的条纹率的强烈限制。首先,为了克服前一个问题,我们通过应用小基线子集(SBAS)策略,提出了基于幅度的像素偏移(PO)分析的扩展,以便从单一(大)变形事件的研究转向动态现象的研究。其次,为了处理高条纹率干涉图,我们从干涉图中减去适当生成的合成变形模型,从而降低条纹率,从而帮助相位展开步骤。提议的方法已在Galápagos岛屿上获得的ASAR-ENVISAT数据上进行了测试,并通过连续的GPS测量进行了验证。
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Advances in the generation of deformation time series from SAR data sequences in areas affected by large dynamics
We propose advances on the generation of deformation time series in areas affected by large deformation dynamics, where the exploitation of the differential SAR phase can be strongly limited by severe misregistration errors or by very high fringe rates. First, to overcome the former issue, we present an extension of the amplitude-based Pixel-Offset (PO) analyses by applying the Small BAseline Subset (SBAS) strategy, in order to move from the investigation of single (large) deformation events to that of dynamic phenomena. Secondly, to handle the high fringe rate interferograms, we subtract from them properly generated synthetic deformation models allowing us to reduce the fringe rate, thus helping the phase unwrapping step. The proposed approaches have been tested on ASAR-ENVISAT data acquired on Galápagos Islands and validated via continuous GPS measurements.
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