DocumentCode
753646
Title
On the Reduction of the Reconstruction Bias in Synthetic Aperture Imaging Radiometry (Corrected)∗
Author
Anterrieu, Eric
Author_Institution
Lab. d´´Astrophysique de Toulouse-Tarbes, Toulouse
Volume
45
Issue
4
fYear
2007
fDate
4/1/2007 12:00:00 AM
Firstpage
1084
Lastpage
1093
Abstract
Synthetic aperture imaging radiometers (SAIRs) are powerful instruments for high-resolution observation of planetary surfaces at low microwave frequencies. This paper is concerned with the reconstruction of radiometric brightness temperature maps from SAIR interferometric measurements. Even in the absence of modeling errors and radiometric noise, a systematic error, or bias, has been observed in the reconstructed maps. The origin of this bias is analyzed and an efficient solution is proposed for reducing it. The core reconstruction procedure is not changed, and no additional measurements are needed. Throughout the scientific rationale, particular emphasis is laid on numerical simulations carried out for the Soil Moisture and Ocean Salinity space mission, a project led by the European Space Agency and devoted to the remote sensing of soil moisture and ocean salinity from a low-orbit platform
Keywords
astronomical techniques; brightness; planetary remote sensing; planetary surfaces; radiometry; synthetic aperture radar; European Space Agency; SAIR interferometric measurement; high-resolution observation; low microwave frequency; planetary surface; radiometric brightness temperature map; radiometric noise; reconstructed map; reconstruction bias; remote sensing; soil moisture and ocean salinity space mission; synthetic aperture imaging radiometry; Extraterrestrial measurements; High-resolution imaging; Image reconstruction; Instruments; Microwave imaging; Microwave radiometry; Radiometers; SMOS mission; Sea measurements; Space missions; Aperture synthesis; imaging radiometry; inverse problem; reconstruction bias; regularization;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing, IEEE Transactions on
Publisher
ieee
ISSN
0196-2892
Type
jour
DOI
10.1109/TGRS.2007.894270
Filename
4137842
Link To Document