Th`ese Marouan BOUALI - Sites personnels de TELECOM ParisTech
Th`ese Marouan BOUALI - Sites personnels de TELECOM ParisTech
Th`ese Marouan BOUALI - Sites personnels de TELECOM ParisTech
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49<br />
Figure 3.7 – (Left) Bowtie effect due to the growth of pixel size in the cross track<br />
direction of a swath (Right) Image from Terra MODIS band 17, extracted from an area<br />
with a scan angle raging from 47˚ to 55˚. Bowtie effect appears as overlapping fields of<br />
view.<br />
geometrical features in successive scans. This is clearly visible along land/ocean transitions<br />
(figure 3.7b). The OFOV method then exploits the information redundancy to equalize<br />
the <strong>de</strong>tectors responses. In the bowtie region (areas corresponding to scan angles higher<br />
than ±25˚), some of MODIS <strong>de</strong>tectors are viewing exactly the same scene and, therefore<br />
thus <strong>de</strong>viations in the <strong>de</strong>tectors reponses are only due to stripe noise. The OFOV algorithm<br />
is divi<strong>de</strong>d in two steps. Following the classification of the <strong>de</strong>tectors as in-family and outof<br />
family <strong>de</strong>tectors, a reference <strong>de</strong>tector is selected and equalization functions are <strong>de</strong>rived<br />
using only bow-tie measurements. The equalization curves are then applied to the <strong>de</strong>tectors<br />
over the entire swath. To assess the accuracy of relative inter-<strong>de</strong>tectors calibration, a Bowtie<br />
Based Detector Distance (BTBDD) between <strong>de</strong>tectors i and j is <strong>de</strong>fined as :<br />
d i,j =<br />
∑ Ni,j<br />
n=1 |I i(n) − I j (n)| .W (n)<br />
∑ Ni,j<br />
n=1 W (n) (3.11)<br />
where N i,j is the number of OFOVs of <strong>de</strong>tectors i and j, with an overlapping percentage<br />
above η, a value fixed to 65%. I i (n) (respectively I j (n)) is the radiance measured by<br />
<strong>de</strong>tector i (respectively j) on the n th OFOV and W (n) is the overlapping percentage. In<br />
addition to the BTBDD distances, the similarity between <strong>de</strong>tectors ECDFs is computed<br />
using the Kolmogorov-Smirnov distance :<br />
D i,j = 1<br />
N obs<br />
N obs<br />
∑<br />
|P i (r(n)) − P j (r(n))| (3.12)<br />
n