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International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B7, 2012
XXII ISPRS Congress, 25 August — 01 September 2012, Melbourne, Australia
80°D0'E 90 Q0"E
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Figure 2.
0 200 400 800
GC 3 Km
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80‘00"E s0"0'0"E 10070'07E
Location of the study area. The gray block in the middle of the figure was imaged by ERS SAR and ENVISAT ASAR.
SAR image of this area is shown in Figure 3(a).
Height /m
6522
4958
(a) (b)
Figure 3. SAR amplitude image (199708 10) (a) and SRTM
DEM (b) in Geladandong region
4. RESULTS
At first, 2 ERS SAR images acquired in 1997 are used to
generate interferogram. Figure 4 shows the difference of
coherence and phase between glacial area (A) and non-glacial
area (B), from which we can see that in the coherence map
(Figure 4a), A and B are very similar with low coherence. But
in the phase map (Figure 4b), the difference between A and B is
visible, where A is noisy with no phase information while B has
clear interferometric phase.
This figure demonstrates that the phase texture in glacial and
non-glacial area is quite different. Thus it is possible to
distinguish them using phase texture information. Based on
GLCM, texture features of interferometric phase are generated,
including mean, variance, homogeneity, contrast, dissimilarity,
entropy, second moment, and correlation. Among them,
variance, contrast and dissimilarity are selected as RGB pseudo-
colour combination. Finally, maximum likelihood classification
(MLC) is performed to the pseudo-colour image to extract
glacier. By post-classification process and geo-coding, glacial
area is obtained (Figure 5). The GIS statistics shows that glacial
area of Geladandong in 1997 is 862.32 km”.
As for the interferometric pair 20070624 ~ 20070729, the same
strategy as ERS SAR image was applied to extract the glacial
area of Geladandong in 2007. Figure 6(a) is the interferometric
phase generated by ENVISAT ASAR images. Figure 6(b)
shows the glacier extracted from phase, with an area of 839.35
km’. By comparing the glacial area between 1997 and 2007, we
can find that severe glacier retreat has taken place during the 10
years, with a loss of 22.97 km”.
"i cca
(a) Interferometric coherence — (b) Interferometric phase
Figure 4. Interferogram generated by ERS SAR images
(master: 19970810, slave: 19970914)