合成孔径雷达
遥感
全球导航卫星系统增强
图像分辨率
数字高程模型
干涉测量
干涉合成孔径雷达
大地测量学
残余物
比例(比率)
大地基准
基线(sea)
计算机科学
地质学
甚长基线干涉测量
奇异值分解
算法
全球定位系统
人工智能
光学
全球导航卫星系统应用
地理
电信
海洋学
物理
地图学
作者
R. Lanari,Oscar Mora,Michele Manunta,Jordi J. Mallorquí,P. Berardino,E. Sansosti
标识
DOI:10.1109/tgrs.2004.828196
摘要
This paper presents a differential synthetic aperture radar (SAR) interferometry (DIFSAR) approach for investigating deformation phenomena on full-resolution DIFSAR interferograms. In particular, our algorithm extends the capability of the small-baseline subset (SBAS) technique that relies on small-baseline DIFSAR interferograms only and is mainly focused on investigating large-scale deformations with spatial resolutions of about 100/spl times/100 m. The proposed technique is implemented by using two different sets of data generated at low (multilook data) and full (single-look data) spatial resolution, respectively. The former is used to identify and estimate, via the conventional SBAS technique, large spatial scale deformation patterns, topographic errors in the available digital elevation model, and possible atmospheric phase artifacts; the latter allows us to detect, on the full-resolution residual phase components, structures highly coherent over time (buildings, rocks, lava, structures, etc.), as well as their height and displacements. In particular, the estimation of the temporal evolution of these local deformations is easily implemented by applying the singular value decomposition technique. The proposed algorithm has been tested with data acquired by the European Remote Sensing satellites relative to the Campania area (Italy) and validated by using geodetic measurements.
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