Retrieval of biophysical parameters of agricultural crops using polarimetric SAR interferometry

被引:70
作者
Ballester-Berman, JD [1 ]
Lopez-Sanchez, JM
Fortuny-Guasch, J
机构
[1] Univ Alicante, Dept Phys Syst Engn & Signal Theory, E-03080 Alicante, Spain
[2] Commiss European Communities, DG Joint Res Ctr, I-21020 Ispra, Italy
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2005年 / 43卷 / 04期
关键词
agricultural crops; estimation of biophysical parameters; polarimetric synthetic aperture radar interferometry (POLINSAR);
D O I
10.1109/TGRS.2005.843958
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
An existing two-layer model for forest height estimation is adapted for agricultural crops in order to develop a retrieval algorithm based on polarimetric synthetic aperture radar interferometry. This new inversion scheme is specifically tailored for vertically oriented agricultural crops, with extinction coefficients dependent on the wave polarization. Physical parameters of the vegetation scene are estimated from the location of the measured coherences in the complex plane. The proposed inversion scheme is validated experimentally with indoor wide-band polarimetric measurements on samples of corn and rice fields. Results show that the estimates of the thickness of the vegetation layer and the ground topography are reasonably accurate for a wide range of frequencies and baselines. Moreover, some interesting results are also obtained when using only dual-polarized data, which brings up new applications for present and future spaceborne missions.
引用
收藏
页码:683 / 694
页数:12
相关论文
共 20 条
[1]  
Cloude S. R., 2000, Proceedings of the 2000 International Symposium on Antennas and Propagation (ISAP2000), P549
[2]   Three-stage inversion process for polarimetric SAR interferometry [J].
Cloude, SR ;
Papathanassiou, KP .
IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION, 2003, 150 (03) :125-134
[3]   An entropy based classification scheme for land applications of polarimetric SAR [J].
Cloude, SR ;
Pottier, E .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (01) :68-78
[4]   Polarimetric SAR interferometry [J].
Cloude, SR ;
Papathanassiou, KP .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1998, 36 (05) :1551-1565
[5]   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
[6]   RADAR BACKSCATTER AND BIOMASS SATURATION - RAMIFICATIONS FOR GLOBAL BIOMASS INVENTORY [J].
IMHOFF, ML .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1995, 33 (02) :511-518
[7]   Rice crop mapping and monitoring using ERS-1 data based on experiment and modeling results [J].
LeToan, T ;
Ribbes, F ;
Wang, LF ;
Floury, N ;
Ding, KH ;
Kong, JA ;
Fujita, M ;
Kurosu, T .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1997, 35 (01) :41-56
[8]   Retrieval of forest parameters using a fractal-based coherent scattering model and a genetic algorithm [J].
Lin, YC ;
Sarabandi, K .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1999, 37 (03) :1415-1424
[9]   Single-baseline polarimetric SAR interferometry [J].
Papathanassiou, KP ;
Cloude, SR .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2001, 39 (11) :2352-2363
[10]  
PAPATHANASSIOU KP, 1998, P IEEE INT GEOSC REM, V4, P1901