Retrieval of Lunar Surface Dielectric Constant Using Chandrayaan-2 Full-Polarimetric SAR Data

被引:7
作者
Inderkumar, Kochar [1 ]
Maurya, Himanshu [2 ]
Kumar, Ajeet [3 ]
Bhiravarasu, Sriram S. [4 ]
Das, Anup [4 ]
Putrevu, Deepak [4 ]
Pandey, Dharmendra Kumar [4 ]
Panigrahi, Rajib Kumar [1 ]
机构
[1] Indian Inst Technol, Dept Elect & Commun Engn, Roorkee 247667, Uttar Pradesh, India
[2] Indian Inst Informat Technol Allahabad, Dept Elect & Commun Engn, Prayagraj 211015, India
[3] Natl Interuniv Consortium Telecommun CNIT, Natl Lab Radar & Surveillance Syst, I-56124 Pisa, Italy
[4] Indian Space Res Org ISRO, Space Applicat Ctr, Ahmadabad 380015, Gujarat, India
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2022年 / 60卷
关键词
Moon; Dielectric constant; Scattering; Synthetic aperture radar; Estimation; Dielectrics; Surface waves; Chandrayaan-2; dielectric constant; full-polarimetric synthetic aperture radar (SAR); lunar regolith; surface bulk density; SCATTERING MODEL; REGOLITH; DECOMPOSITION;
D O I
10.1109/TGRS.2022.3201050
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
For more than four decades, it has been known that the dielectric constant of the lunar surface can be retrieved from the Fresnel reflection coefficients. However, theoretical models have met with limited success in validating laboratory test results from the Apollo missions to date. This article is the first study to focus on the use of high-resolution full-polarimetric synthetic aperture radar datasets for the retrieval of the dielectric constant of the lunar surface from the Fresnel reflection coefficients. We initially show that it is possible to retrieve the lunar dielectric constant via the classical Freeman-Furden decomposition (FDD). The performance of the FDD algorithm is found to be unacceptable over regions with surface slopes and craters, and for subsurface soil samples. Accurate estimation is not possible by simply replacing the volume scattering model in the FDD with popular and widely used volume scattering models. Therefore, a model-based three-component decomposition (TCD) algorithm for a robust retrieval of the lunar dielectric constant is proposed. The proposed TCD algorithm implements an efficient branching condition combined with double unitary matrix rotations and provides exceptionally accurate dielectric constant estimation. The proposed TCD algorithm is validated by using L band full-polarimetric datasets acquired by the Chandrayaan-2 mission over Apollo 12, Apollo 15, and Apollo 17 landing sites. Comparisons are also made with other TCD algorithms. Excellent agreement between the estimated values by the proposed TCD algorithm and the reference values for the dielectric constant, available from the literature, has been observed.
引用
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页数:12
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