Remote Sensing of Complex Permittivity and Penetration Depth of Soils Using P-Band SAR Polarimetry

被引:11
作者
Fluhrer, Anke [1 ,2 ]
Jagdhuber, Thomas [1 ,2 ]
Tabatabaeenejad, Alireza [3 ]
Alemohammad, Hamed [4 ]
Montzka, Carsten [5 ]
Friedl, Peter [6 ]
Forootan, Ehsan [7 ]
Kunstmann, Harald [2 ,8 ]
机构
[1] German Aerosp Ctr DLR, Microwaves & Radar Inst, Muenchenerstr 20, D-82234 Wessling, Germany
[2] Augsburg Univ, Inst Geog, Alter Postweg 118, D-86159 Augsburg, Germany
[3] Aerosp Corp, El Segundo, CA 90245 USA
[4] Radiant Earth Fdn, Washington, DC 20005 USA
[5] Forschungszentrum Julich, Inst Bio & Geosci Agrosphere IBG 3, Wilhelm Johnen Str, D-52428 Julich, Germany
[6] German Aerosp Ctr DLR, Earth Observat Ctr, Muenchenerstr 20, D-82234 Wessling, Germany
[7] Aalborg Univ, Geodesy Grp, Dept Planning, Rendsburggade 14, D-82234 Wessling, Germany
[8] Karlsruhe Inst Technol, Inst Meteorol & Climate Res, Kreuzeckbahnstr 19, D-82467 Garmisch Partenkirchen, Germany
关键词
AirMOSS; polarimetric decomposition; soil moisture; multi-layer SPM; MOISTURE PROFILE; SCATTERING MECHANISMS; DIELECTRIC MODEL; WATER-CONTENT; RADAR; DECOMPOSITION; RETRIEVAL; SCATTEROMETER; ASSIMILATION; PERFORMANCE;
D O I
10.3390/rs14122755
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A P-band SAR moisture estimation method is introduced for complex soil permittivity and penetration depth estimation using fully polarimetric P-band SAR signals. This method combines eigen- and model-based decomposition techniques for separation of the total backscattering signal into three scattering components (soil, dihedral, and volume). The incorporation of a soil scattering model allows for the first time the estimation of complex soil permittivity and permittivity-based penetration depth. The proposed method needs no prior assumptions on land cover characteristics and is applicable to a variety of vegetation types. The technique is demonstrated for airborne P-band SAR measurements acquired during the AirMOSS campaign (2012-2015). The estimated complex permittivity agrees well with climate and soil conditions at different monitoring sites. Based on frequency and permittivity, P-band penetration depths vary from 5 cm to 35 cm. This value range is in accordance with previous studies in the literature. Comparison of the results is challenging due to the sparsity of vertical soil in situ sampling. It was found that the disagreement between in situ measurements and SAR-based estimates originates from the discrepancy between the in situ measuring depth of the top-soil layer (0-5 cm) and the median penetration depth of the P-band waves (24.5-27 cm).
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页数:25
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