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DOI10.1016/j.rse.2019.01.040
Coherence-based SAR tomography for spaceborne applications
Nannini, Matteo; Martone, Michele; Rizzoli, Paola; Prats-Iraola, Pau; Rodriguez-Cassola, Marc; Reigber, Andreas; Moreira, Alberto
发表日期2019
ISSN0034-4257
EISSN1879-0704
卷号225页码:107-114
英文摘要

Future SAR missions will provide three-dimensional images of semi-transparent media, such as vegetation and ice, through SAR tomography. Access to information on the internal structure of these volume scatterers is a key factor for a better understanding of ecosystem dynamics and climate change. Because of this, several concepts are nowadays examined to implement SAR tomography in a spaceborne framework.


In order to do that, it is necessary to gather different observations of the area of interest. Unfortunately, a consequence of the time that elapses between acquisitions is that the electromagnetic properties of the medium may vary. This implies that, there may be inconsistencies in the acquired data, leading to errors in the final inversion. A solution to partially cope with this temporal decorrelation, is to acquire data employing two or more sensors operating with a reduced (or even absent) temporal gap and then to collect several acquisitions at different time instants. By means of this imaging concept, the required line-of-sight diversity is granted and the desired resolution in the height direction ensured. In this way, sets of temporal decorrelation-free interferometric coherences can be built and the vertical scattering profile can be retrieved via coherence-based tomography.


This contribution analyzes a two-sensor system like TanDEM-X (Krieger et al., 2007), Tandem-L (Moreira et al., 2015), or SAOCOM-CS (Davidson et al., 2014). In particular, the potential of coherence-based tomography are shown with data acquired with the TanDEM-X sensors for boreal and Amazon forest. In addition, a technique to partially cope with temporal decorrelation through covariance matrix filtering is also presented in the paper.


WOS研究方向Environmental Sciences & Ecology ; Remote Sensing ; Imaging Science & Photographic Technology
来源期刊REMOTE SENSING OF ENVIRONMENT
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/97189
作者单位German Aerosp Ctr DLR, Microwaves & Radar Inst, D-82234 Oberpfaffenhofen, Germany
推荐引用方式
GB/T 7714
Nannini, Matteo,Martone, Michele,Rizzoli, Paola,et al. Coherence-based SAR tomography for spaceborne applications[J],2019,225:107-114.
APA Nannini, Matteo.,Martone, Michele.,Rizzoli, Paola.,Prats-Iraola, Pau.,Rodriguez-Cassola, Marc.,...&Moreira, Alberto.(2019).Coherence-based SAR tomography for spaceborne applications.REMOTE SENSING OF ENVIRONMENT,225,107-114.
MLA Nannini, Matteo,et al."Coherence-based SAR tomography for spaceborne applications".REMOTE SENSING OF ENVIRONMENT 225(2019):107-114.
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