Title :
InSAR Coherence Measurement Techniques for Snow Cover Mapping in Himalayan Region
Author :
Singh, Gulab ; Venkataraman, G. ; Rao, Y.S. ; Kumar, V. ; Snehmani
Author_Institution :
Centre of Studies in Resources Eng., Indian Inst. of Technol. Bombay, Mumbai
Abstract :
Snow cover area is a very important parameter for snowmelt runoff modeling and forecasting. Snow cover information is also useful for managing transportation and avalanche forecasting. Our study area includes Gangotri glacier region, Siachen glacier region and Beaskund glacier region in the North-West Himalayas of India. Our previous studies discuss the capability of several algorithms for optical sensor as well as SAR to map the snow cover area in Himalayan regions. In recent years, the SAR interferometry has provided number of attractive applications in landuse/landcover mapping. This study discusses the capability of both backscattering ratio techniques and InSAR coherence measurement techniques for snow cover mapping in Himalayan region with repeat passes data of ERSfrac12 and ENVISAT-ASAR. By analyzing the several pairs of ENVISAT repeat passes ASAR images for the study area, we find that the coherence measurement from bare soil, bare rock and vegetation are high and snow covered area and glacier area have very low coherence except in one day difference image.
Keywords :
backscatter; glaciology; image processing; radar interferometry; remote sensing by radar; rocks; snow; soil; synthetic aperture radar; terrain mapping; topography (Earth); vegetation; ASAR images; Beaskund glacier region; ENVISAT-ASAR; ERS1/2; Gangotri glacier region; INSAR coherence measurement techniques; India; Interferometry SAR technique; North-West Himalayas; Siachen glacier region; avalanche forecasting; backscattering ratio techniques; bare rock; bare soil; landuse/landcover mapping; repeat passes data; snow cover mapping; snowmelt runoff forecasting; snowmelt runoff modeling; synthetic aperture radar; vegetation; Backscatter; Coherence; Image analysis; Measurement techniques; Optical interferometry; Optical sensors; Predictive models; Snow; Synthetic aperture radar interferometry; Transportation; Backscatter coefficient ratio; Coherence; Decorrelation; INSAR; Snow cover;
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.2008.4779913