Parameter estimation of rain forest vegetation via polarimetric radar interferometric data

被引:2
作者
Brandfass, M [1 ]
Hofmann, C [1 ]
Mura, JC [1 ]
Moreira, J [1 ]
Papathanassiou, KP [1 ]
机构
[1] Aero Sensing Radarsyst, D-82234 Wessling, Germany
来源
SAR IMAGE ANALYSIS, MODELING, AND TECHNIQUES IV | 2002年 / 4543卷
关键词
polarimetric radar remote sensing; polarimetric interferometry; optimized coherences; forest parameter estimation;
D O I
10.1117/12.453966
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
In this paper we investigate a least square algorithm to retrieve forest parameters from interferometric, fully polarimetric radar remote sensing P-band data, based on an interferometric optimization scheme which is applied to maximize the separation of scattering phase centers related to the pertinent interferometric coherences in order to obtain most accurate parameter inversion results.(6) A recently developed approach is especially adopted to airborne P-band data, introducing a least square minimization scheme in which synthetic interferometric coherences computed from a scattering model, which is based on a randomly oriented volume over a non-penetrable ground, are compared with three interferometric coherences measured by the P-band sensor. Through fitting of the synthetic and the measured interferometric coherences, the pertinent candidate parameters of the optimization problem can be retrieved. These parameters are the forest volume thickness, the volume extinction coefficient, the interferometric phase related to the underlying topography, and the effective ground-to-volume amplitude ratios related to the interferometric coherences. Through a weighted superposition of all the interferometric coherences provided by the fully polarimetric radar sensor these coherences can be maximized and introduced as the right-hand side of the parameter optimization problem. Experimental results obtained from P-band fully polarimetric single baseline interferometric data acquired over the amazon rain forest are shown in order to demonstrate the potential of the proposed approach. Furthermore, a chi (2)-test is performed on the data to prove the validity of the introduced scattering model for rain forest vegetation.
引用
收藏
页码:169 / 179
页数:11
相关论文
共 11 条
[1]  
BRANDFASS M, 2001, P IEEE GEOSCI REMOTE
[2]  
Cloude S., 2000, P EUSAR 2000 MUN GER, P261
[3]   Polarimetric SAR interferometry [J].
Cloude, SR ;
Papathanassiou, KP .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (05) :1551-1565
[4]  
ISOLA M, 2001, P IEEE GEOSCI REMOTE
[5]  
PAPATHANASSIOU KP, 1999, POLARIMETRIC SAR INT
[6]  
PAPATHANSSIOU KP, IN PRESS IEEE T GEOS
[8]  
Press W.H., 1992, NUMERICAL RECIPES FO
[9]   The structure of oriented vegetation from polarimetric interferometry [J].
Treuhaft, RN ;
Cloude, SR .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (05) :2620-2624
[10]   Vegetation characteristics and underlying topography from interferometric radar [J].
Treuhaft, RN ;
Madsen, SN ;
Moghaddam, M ;
vanZyl, JJ .
RADIO SCIENCE, 1996, 31 (06) :1449-1485