DocumentCode
484108
Title
Analysis of Valid Ranges in Soil Inversion Models Based on the Cloude-Pottier Decomposition
Author
Yin, Qiang ; Cao, Fang ; Hong, Wen
Author_Institution
Nat. Key Lab. of Microwave Imaging Technol., China; The Grad. Univ. of Chinese Acad. of Sci., Beijing
Volume
2
fYear
2008
fDate
7-11 July 2008
Abstract
In this paper we improve the valid range analysis method in soil inversion models, using entropy/alpha space in the Cloude-Pottier decomposition theory. The ranges in data where inversion models can be applied are called the valid ranges of the inversion models. The improved valid ranges are considered more accurate through the Integral Equation Method (IEM) simulations. General method used to find out valid ranges of inversion models is the Normalized Difference Vegetation Index (NDVI), which shows the areas where the vegetation over soil is not too heavy for inversion models to apply. The proposed method introduces entropy/alpha parameters to the analysis of valid ranges, because these two parameters are closely related to target scattering mechanisms. Experiment results with fully polarimetric AIRSAR data show that the effectiveness of inversion models is increased by adding entropy/alpha space analysis.
Keywords
entropy; integral equations; radar polarimetry; remote sensing by radar; soil; vegetation; Cloude-Pottier decomposition; alpha space analysis; entropy; integral equation method; normalized difference vegetation index; polarimetric AIRSAR data; soil inversion models; Biological system modeling; Entropy; Image analysis; Microwave theory and techniques; Parameter estimation; Random media; Scattering parameters; Soil; Space technology; Vegetation mapping; alpha; cloude-pottier decomposition; entropy; soil inversion model; valid range;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location
Boston, MA
Print_ISBN
978-1-4244-2807-6
Electronic_ISBN
978-1-4244-2808-3
Type
conf
DOI
10.1109/IGARSS.2008.4779120
Filename
4779120
Link To Document