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Figure 3: A diagram (not to scale) of Landsat Thematic Mapper satellite coverage (from 800 km at 15° FOV) in one scene compared
with one frame of DMSV data (from 3 km at 37° FOV).
To preclude changed surface conditions the Landsat and DMSV
data acquisition times should be as close as possible. Some TM
processing must precede correction. Firstly, the Landsat TM
image is co-registered to the DMSV mosaic. Landsat TM data
have a smaller dynamic range than DMSV data so needed to be
scaled to approximately the same dynamic range. This is
achieved by linearly regressing the Landsat TM data on the
DMSV data.
Each DMSV image has slightly different, illumination
characteristics requiring a different correction. The coincident
portions of the Landsat TM image and the DMSV image are
extracted. Each band of this TM subset is subtracted from the
corresponding band of the DMSV image. Figure 4 is the
residual surface for, in this example a band 3 image from the
Andoom area. This surface reveals differences relating to
shading, and also shows as high frequency noise, the effects of
the different spatial resolutions (2 m for DMSV versus 30 m for
TM).
A 25x25 moving-average filter was applied to each residual
image to smooth the high-frequency effects. This reveals the
shading surface that is then removed from that band of that
particular DMSV image (Figure 5).
International Archives of Photogrammetry and Remote Sensing. Vol. XXXI, Part B2. Vienna 1996
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