Title :
Combined use of InSAR and ICESat / GLAS data for high accuracy DEM generation on antarctica
Author :
Yamanokuchi, Tsutomu ; Doi, Koichiro ; Shibuya, Kazuo
Author_Institution :
Remote Sensing Technol. Center of Japan, Tokyo
Abstract :
This study aims to use ICESat /GLAS data for correction of DEM made from Interferometric SAR data instead of traditional ground control points (GCPs) collected by ground survey. GLAS is a laser altimeter system and it can measure the earth surface topography with ultimate vertical accuracy (plusmn14 cm) and high spatial accuracy (plusmn15 m). Therefore, we can treat GLAS data for the reference of height and position on Antarctic ice sheet. We applied this method at south of Breivika. The elevation values derived by ERS-1/2 InSAR DEM have insufficient height accuracy compared to GLAS data due to insufficient baseline estimation, ice flow appeared in the fringe pattern, and difficulty of phase unwrapping, which is RMS plusmn284.0 m compared with GLAS data. After the correction of InSAR DEM using GLAS data, it improved to plusmn32.6 m. Next, we validated this result using the 28th JARE (Japanese Antarctic Research Expedition) GPS survey result. The RMS height difference between JARE GPS result and corrected InSAR DEM showed plusmn39.5 m. The result showed that our correction method works quite well and we can produce spatially dense and high accuracy DEM along with Antarctic coast line. The one remaining problem is how to reduce the effect of ice flow appeared in the fringe pattern.
Keywords :
digital elevation models; geophysical fluid dynamics; glaciology; hydrological techniques; ice; radar interferometry; remote sensing by radar; Antarctic coast line; Antarctic ice sheet; Antarctica; GLAS; ICESat; InSAR; JARE; digital elevation models; earth surface topography; fringe pattern; ground control points; ice flow; laser altimeter system; phase unwrapping; Antarctica; Earth; Global Positioning System; Ice; Remote sensing; Satellites; Surface topography; Surface treatment; Synthetic aperture radar interferometry; Vertical cavity surface emitting lasers; Antarctica; GLAS; ICESat; Ice sheet elevation; InSAR;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-1211-2
Electronic_ISBN :
978-1-4244-1212-9
DOI :
10.1109/IGARSS.2007.4423028