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
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;
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
DOI :
10.1109/IGARSS.2008.4779120