The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part Bl. Beijing 2008
Statistical analysis of IKONOS and ALOS DEM shows a
standard deviation around 4.0 meters which is consistent with
ALOS PRISM DEM expected accuracy and IKONOS known
altimetry accuracy. When partionning this statistical analysis
between mountainous area and plain areas, we end-up with
standard deviation around 2.3 meters for plain area, and 5.2
meters for mountainous area. Those results are consistent with
other reports (Wolff K. and all, 2007) available in the scientific
literature about PRISM derived DEM.
Statistics
# points
Bias (m)
RMS
(m)
Global
539670
0.28
4.07
Mountains
271110
0.13
5.24
Plains
269465
0.43
2.34
Table 1 : Height accuracy of PRISM DEM
Due to the limited size of our overlapping reference dataset, it
was not possible to conduct this statistical analysis all over the
area. Nevertheless, the overall DEM shows a consistent
rendering of the landscape without major artifacts, except those
already mentioned.
Figure 8: Overlay of PRISM orthoimage with PRISM DEM
5. CONCLUSION
Despite the quality of initial input images, it is possible to
extract globally accurate dense terrain elevation information
from PRISM data. However, some local artifacts are still
preventing from precise local stereoscopic measurements which
are only overcome by merging multiple elevation information
derived from the different views of PRISM triplet acquisition.
Variations have been measured inside the resulting DEM and a
more systematic analysis of multiple PRISM acquisition is
certainly needed in order to assess rigorously origins of such
vibration.
The software package used for this validation process named
Pixel Factory proves its robustness as generated Digital
Elevation Model had few blunders, even with strong
radiometric artifacts inside the input PRISM images. All results
shown in this article were done on full automated extracted
DEM, without any manual filtering.
REFERENCES
Frank Bignone. Processing of stereo-scanner: from stereo
plotter to Pixel Factory. Photogrammetric Week, Stuttgart, 2003
Wolff K., Gruen A. DSM Generation from early ALOS/PRISM
Data using SAT-PP. ISPRS Hannover Workshop 2007, "High
Resolution Earth Imaging for Geospatial Information",
Hannover, Germany, May 29- June 1, 2007.
Tadono T., Shimada M., Watanabe M., Hashimoto T., Iwata T.
Calibration and Validation of PRISM Onboard ALOS,
International Archives of Photogrammetry and Remote Sensing,
Vol.XXXV part Bl, pp. 13-18, 2004.
JAXA, http://www.eorc.jaxa.jp/ALOS/, 2007