Title :
Soil moisture retrieval under agricultural vegetation using fully polarimetric SAR
Author :
Jagdhuber, Thomas ; Hajnsek, Irena ; Papathanassiou, Konstantinos P. ; Bronstert, Axel
Author_Institution :
Microwaves & Radar Inst., German Aerosp. Center, Wessling, Germany
Abstract :
Soil moisture retrieval under agricultural vegetation is assessed by a hybrid decomposition and inversion algorithm using fully polarimetric SAR data of DLR´s E-SAR system at L-band. The results for the AgriSAR and SARTEO campaigns, conducted in 2006 and 2008 within the Peene and the Rur catchment, reveal a very high inversion rate leading to a spatially continuous inversion along the entire growth cycle in agricultural areas. The validation with in situ measurements for a variety of summer and winter crops states a root mean square error of 6.25vol.% and 5.77vol.% respectively, while a wide moisture range (~2-30vol.%) is covered by the soil moisture inversion under vegetation.
Keywords :
crops; deconvolution; geophysical signal processing; hydrological techniques; inverse problems; moisture; radar polarimetry; remote sensing by radar; soil; synthetic aperture radar; AD 2006; AD 2008; AgriSAR campaign; Germany; L-band DLR E-SAR system; Peene catchment; Rur catchment; SARTEO campaign; agricultural vegetation; fully polarimetric SAR; hybrid decomposition-inversion algorithm; soil moisture retrieval; Agriculture; Scattering; Soil measurements; Soil moisture; Vegetation; Vegetation mapping; L-band; SAR polarimetry; agriculture; hybrid decomposition; soil moisture estimation;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6351254