去相关
合成孔径雷达
遥感
干涉测量
算法
计算机科学
干涉合成孔径雷达
奇异值分解
地质学
差速器(机械装置)
大地测量学
光学
物理
热力学
作者
P. Berardino,G. Fornaro,R. Lanari,E. Sansosti
标识
DOI:10.1109/tgrs.2002.803792
摘要
We present a new differential synthetic aperture radar (SAR) interferometry algorithm for monitoring the temporal evolution of surface deformations. The presented technique is based on an appropriate combination of differential interferograms produced by data pairs characterized by a small orbital separation (baseline) in order to limit the spatial decorrelation phenomena. The application of the singular value decomposition method allows us to easily "link" independent SAR acquisition datasets, separated by large baselines, thus increasing the observation temporal sampling rate. The availability of both spatial and temporal information in the processed data is used to identify and filter out atmospheric phase artifacts. We present results obtained on the data acquired from 1992 to 2000 by the European Remote Sensing satellites and relative to the Campi Flegrei caldera and to the city of Naples, Italy, that demonstrate the capability of the proposed approach to follow the dynamics of the detected deformations.
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