The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part Bl. Beijing 2008
Contours-Based Visual Analysis
To complement the Cartosat-1 DEM’s accuracy assessment,
a contours-based visual analysis was also undertaken. Both
the Cartosat- and NED-derived DEMs were first subjected to
a low-pass filter to remove noise and/or striping artifacts.
Contours were generated at 50-meter intervals in a particular
area of significant relief for both DEMs and draped atop the
respective DEMs as depicted in Figure 9. This work was
accomplished using the ArcGIS software system.
These studies further provide evidence that the software used
to generate the DEMs is an important factor in determining
their accuracy.
References
Bailey G.B., Evans G., Ramachandran B., and Cheng P.,
2006. Assessing the Accuracy of Digital Elevation Models
Generated from Cartosat-1 Stereo Image Data. Unpublished
study presented at the 2006 ISPRS Symposium in Goa, India.
Figure 9: NED and Cartosat-1 DEM-derived contours
Both the NED- and Cartosat-derived contours were
superimposed over the Cartosat November forward-looking
image (Figure 10). Both sources of contours align well with
each other and the topography. Overall, the contours
complement the quantitative analysis.
Publicly available sources of ground truth data:
NED:
http://ned.usgs.gov/ (U.S. coverage)
http ://seamless .usgs.gov/
SRTM:
http://edcsnsl7.cr.usgs.gov/srtmbil2/ (1 arc second) (U.S.
coverage)
http://edcsnsl7.cr.usgs.gov/srtmbil/ (3 arc second) (Global
coverage)
DOQQ:
http://www.usgsquads.com/prod_doqq.htm (U.S. coverage)
NED_DEM_50m_Contours
Cartosat_DEM_50m_Contours
Figure 10: NED DEM- and Cartosat DEM-derived contours
superimposed atop the Cartosat image
6. Conclusions
Cartosat-1 absolute DEMs are shown to have vertical
accuracies that are virtually the same as those derived from
SRTM 30-meter data. The Cartosat-1 DEMs are also
somewhat more accurate than ASTER DEMs, although these
comparisons were made with ASTER DEMs generated
without GCPs.