Dual-Polarimetry for Soil Moisture Inversion at X-Band

被引:0
|
作者
Jagdhuber, Thomas [1 ]
Hajnsek, Irena [1 ,2 ]
Caputo, Maurizio [1 ]
Papathanassiou, Konstantinos P. [1 ]
机构
[1] German Aerosp Ctr, Munchner Str 20, D-82234 Wessling, Germany
[2] Swiss Fed Inst Technol, Inst Environm Engn, Schafmattstr 6, CH-8093 Zurich, Switzerland
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中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Dual-polarimetric, coherent (HH/VV) data of TerraSAR-X and TanDEM-X are used for soil moisture estimation under changing agricultural vegetation cover. Therefore a dual-polarimetric hybrid decomposition and inversion technique is developed including physically-based scattering models for soil (IEM) and vegetation (particle scattering model). The algorithm, applied on the dual-polarimetric X-band data, synthetically derives a cross-polarization channel for the quantification of the vegetation volume intensity within the decomposition. As a result soil moisture with an inversion rate of 50-69% can be mainly derived on bare and light vegetated soils in the beginning and in the end of the vegetation growth period at X-band. A reason for the heterogeneous inversion results with varying quality (RMSE between 6.3-19.5vol.%) might be also the selection of the best fitting vegetation volume type for appropriate removal of the vegetation scattering component before moisture inversion.
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页数:4
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