Title :
Radar Backscatter Modeling Based on Global TanDEM-X Mission Data
Author :
Rizzoli, P. ; Brautigam, Benjamin
Author_Institution :
Microwaves & Radar Inst., German Aerosp. Center (DLR), Oberpfaffenhofen, Germany
Abstract :
Radar backscatter knowledge is a valuable input for many remote sensing applications, which are based on synthetic aperture radar (SAR) systems. The amount of spaceborne data acquired within the TanDEM-X mission allows for the characterization of X-band backscatter on a global scale. The objective of this paper is to present a method for the characterization of radar backscatter behavior using a global statistical approach. The worldwide data set of images acquired within the TanDEM-X mission is taken into account, having the chance to exploit the unique high-quality topography information associated to it. The input measurements are differently assessed, by using a quality-based approach. A series of models can be derived, focusing on the backscatter dependence on polarization, incidence angle, ground classification, and seasonal time. The developed approach for the algorithm´s verification is presented as well, together with some preliminary results obtained from TanDEM-X mission data. The generation of up-to-date backscatter models for X-band will provide a useful database for the development of a large number of scientific applications and for the optimization of future radar systems.
Keywords :
backscatter; data acquisition; digital elevation models; electromagnetic wave polarisation; image classification; optimisation; radar imaging; remote sensing by radar; spaceborne radar; statistical analysis; synthetic aperture radar; X-band backscatter; global TanDEM-X mission data; global scale; global statistical approach; ground classification; incidence angle; optimization; polarization; quality-based approach; radar backscatter modeling; remote sensing applications; seasonal time; spaceborne data acquisition; synthetic aperture radar; Backscatter; Brightness; Data models; Radar imaging; Spaceborne radar; Synthetic aperture radar; Backscatter; TanDEM-X; TerraSAR-X; X-band; radar brightness; synthetic aperture radar (SAR);
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2013.2294352