Applying the Freeman-Durden Decomposition Concept to Polarimetric SAR Interferometry

被引:71
作者
David Ballester-Berman, J. [1 ]
Lopez-Sanchez, Juan M. [1 ]
机构
[1] Univ Alicante, Syst & Telecommun Grp, E-03080 Alicante, Spain
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2010年 / 48卷 / 01期
关键词
Parameter retrieval; polarimetric SAR interferometry (PolInSAR); target decomposition (TD); vegetation; SCATTERING MODEL; RADAR BACKSCATTER; SOIL-MOISTURE; LIMITATIONS; PARAMETERS; INVERSION; RETRIEVAL; BIOMASS;
D O I
10.1109/TGRS.2009.2024304
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
In this paper, the Freeman-Durden polarimetric decomposition concept is adapted to polarimetric SAR interferometry (PolInSAR) data. The covariance matrix obtained from PolInSAR observations is decomposed into the three scattering mechanisms matrices proposed by Freeman and Durden for polarimetric SAR (PolSAR) data. The objective is to describe each interferometric cross correlation as the sum of the contributions corresponding to direct, double-bounce, and random volume scattering processes. This procedure enables the retrieval not only of the magnitude associated with each mechanism but also of their location along the vertical dimension of the scene. One of the most important features of this algorithm is the potential to isolate more accurately the direct and volume contributions which usually cannot be correctly separated by means of PolSAR measurements. In addition, it is also possible to distinguish between direct scattering responses originated either at ground or produced by upper layers of vegetation. The proposed algorithm has been tested with simulated data from PolSARProSim software, laboratory data from maize and rice samples, and airborne data from a test site with different scenarios.
引用
收藏
页码:466 / 479
页数:14
相关论文
共 34 条
[1]   Retrieval of biophysical parameters of agricultural crops using polarimetric SAR interferometry [J].
Ballester-Berman, JD ;
Lopez-Sanchez, JM ;
Fortuny-Guasch, J .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (04) :683-694
[2]  
BALLESTERBERMAN JD, 2008, P EUSAR FRIEDR GERM, P305
[3]   C-band polarimetric indexes for maize monitoring based on a validated radiative transfer model [J].
Blaes, X ;
Defourny, P ;
Wegmüller, U ;
Della Vecchia, A ;
Guerriero, L ;
Ferrazzoli, P .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2006, 44 (04) :791-800
[4]  
BOERNER WM, 1998, MANUAL REMOTE SENSIN, V8, pCH5
[5]   Polarization coherence tomography [J].
Cloude, Shane R. .
RADIO SCIENCE, 2006, 41 (04) :RS4017
[6]   Dual-baseline coherence tomography [J].
Cloude, Shane R. .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2007, 4 (01) :127-131
[7]   Three-stage inversion process for polarimetric SAR interferometry [J].
Cloude, SR ;
Papathanassiou, KP .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 2003, 150 (03) :125-134
[8]   Polarimetric SAR interferometry [J].
Cloude, SR ;
Papathanassiou, KP .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (05) :1551-1565
[9]   A review of target decomposition theorems in radar polarimetry [J].
Cloude, SR ;
Pottier, E .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1996, 34 (02) :498-518
[10]   The potential of multifrequency polarimetric SAR in assessing agricultural and arboreous biomass [J].
Ferrazzoli, P ;
Paloscia, S ;
Pampaloni, P ;
Schiavon, G ;
Sigismondi, S ;
Solimini, D .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (01) :5-17