Abstract
Abstract. Persistent Scatterer Interferometry (PSI) is by now a mature technique for the estimation of surface deformation in urban areas. In contrast to the classical interferometry a stack of interferograms is used to minimize the influence of atmospheric disturbances and to select a set of temporarily stable radar targets, the so called Persistent Scatterers (PS). As a result the deformation time series and the height for all identified PS are obtained with high accuracy. The achievable PS density depends thereby on the characteristics of the scene at hand and on the spatial resolution of the used SAR data. This means especially that the location of PS cannot be chosen by the operator and consequently deformation processes of interest may be spatially undersampled and not retrievable from the data. In case of the newly available high resolution SAR data, offering a ground resolution around one metre, the sampling is potentially dense enough to enable a monitoring of single buildings. However, the number of PS to be found on a single building highly depends on its orientation to the viewing direction of the sensor, its facade and roof structure, and also the surrounding buildings. It is thus of major importance to assess the PS density for the buildings in a scene for real world monitoring scenarios. Besides that it is interesting from a scientific point of view to investigate the factors influencing the PS density. In this work, we fuse building outlines (i.e. 2D GIS data) with a geocoded PS point cloud, which consists mainly in estimating and removing a shift between both datasets. After alignment of both datasets, the PS are assigned to buildings, which is in turn used to determine the PS density per building. The resulting map is a helpful tool to investigate the factors influencing PS density at buildings.
Highlights
In the last years Persistent Scatterer Interferometry (PSI) attracted a lot of attention as a tool for accurately mapping deformation on a sparse grid of temporally stable radar targets (Ferretti et al, 2000), (Hooper, 2006)
In general the Persistent Scatterers (PS) density is very high in urban areas, which is especially true if high resolution data featuring a ground resolution around one meter is used
A work flow aiming at the fusion of PS point clouds with building outlines for the purpose of determining the PS density per building has been demonstrated
Summary
In the last years Persistent Scatterer Interferometry (PSI) attracted a lot of attention as a tool for accurately mapping deformation on a sparse grid of temporally stable radar targets (Ferretti et al, 2000), (Hooper, 2006). In order to apply PSI operationally for the surveillance of urban infrastructure, it is important to determine how good a structure under investigation can be monitored with the available data. For that purpose a map indicating the PS density per building is very helpful to identify conspicuous cases like buildings hosting unexpectedly many or few PS. In this work we aim to map this quantity for a test site located in the inner city area of Berlin (Germany). Since no polyhedral 3D city model of the test site is available, the volume of every building is calculated based on a prismatic model. The resulting map is used to select three interesting sites showing some factors, which have a strong influence on the PS density
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More From: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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