DocumentCode :
3540588
Title :
Surface parameters retrieval from alluvial fan in Ejina area of Inner Mongolia using multi-polarization SAR data
Author :
Liao, Jingjuan ; Pang, Zizhen
Author_Institution :
Center for Earth Obs. & Digital Earth, Chinese Acad. of Sci., Beijing, China
Volume :
3
fYear :
2009
fDate :
12-17 July 2009
Abstract :
This paper presents the method of retrieving surface parameters of alluvial fan using multi-polarization SAR data based on Genetic Algorithm combined with backscattering models. The comparison of simulated results and field measurements shows that the method is efficient for surface parameters retrieval from alluvial fan. This method presented that the cross function of surface parameters inversion could be variable with the amount of data acquired. The data used for surface parameters inversion must be more than two scenes. The more data could generate the more accurate results. Then the surface parameters of alluvial fan in Ejina area of Inner Mongolia were estimated using ENVISAT ASAR and ALOS PALSAR data. The estimation results shows the ground surface of Ejina alluvial fan is very flat, so the range of its roughness is small, and the root mean squared heights in most party of the alluvial fan are no more than 1.0cm. The roughness in the area along Heihe River is big, and it is very small in the other areas far from Heihe River. The estimation result of soil moisture shows this area is very arid, and the soil volume moisture in most party is no more than 10%.
Keywords :
backscatter; genetic algorithms; hydrology; remote sensing by radar; soil; surface roughness; synthetic aperture radar; ALOS PALSAR data; ENVISAT ASAR data; Ejina alluvial fan; Heihe River; Inner Mongolia; backscattering model; genetic algorithm; multipolarization SAR data; soil moisture; soil volume moisture; surface parameters inversion; surface parameters retrieval; Backscatter; Genetic algorithms; Information retrieval; Moisture; Radar; Rivers; Rough surfaces; Soil measurements; Surface roughness; Surface topography; alluvial fan; inversion; multi-polarization SAR; surface parameters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium,2009 IEEE International,IGARSS 2009
Conference_Location :
Cape Town
Print_ISBN :
978-1-4244-3394-0
Electronic_ISBN :
978-1-4244-3395-7
Type :
conf
DOI :
10.1109/IGARSS.2009.5418301
Filename :
5418301
Link To Document :
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