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i Detection of Smoke and Dust Aerosols Using Multi-sensor Satellite ...

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Reflectance <strong>of</strong> red b<strong>and</strong><br />

0.48<br />

0.46<br />

0.44<br />

0.42<br />

0.4<br />

0.38<br />

0.36<br />

0.34<br />

0.32<br />

0.3<br />

0 50 100 150 200 250<br />

Figure 6.8: The Pixel pr<strong>of</strong>ile number <strong>of</strong> dust <strong>of</strong> storm MODIS in in the CALIPSO's <strong>sensor</strong> motion footprint direction<br />

6.3 Undetected <strong>Smoke</strong> Plume<br />

Reflectivity pr<strong>of</strong>ile <strong>of</strong> dust storm at red b<strong>and</strong><br />

Although MODIS is a good <strong>sensor</strong> for detection <strong>of</strong> large scale smoke <strong>and</strong> dust<br />

aerosols, it is limited to detect small scale aerosol layer due to its moderate spatial<br />

resolution. The Aspen fire, located immediately northeast <strong>of</strong> Tucson, Arizona (32.4 0 N,<br />

110.7 0 W), started on June 17, 2003. The fire burned over 84,000 acres <strong>and</strong> destroyed 333<br />

structures. The fire was contained on July 12, 2003. The smoke plume was captured by<br />

both Hyperion <strong>and</strong> ASTER <strong>sensor</strong>s on July 7, 2003, shown in Figs. 6.9a <strong>and</strong> 6.9b<br />

respectively. The Hyperion swath width is 7.6 km. The ASTER image covers an area <strong>of</strong><br />

41.2 x 47.3 km. However, it is difficult to find the smoke plume in MODIS true color<br />

91<br />

Unidentified pixel<br />

Identified pixel<br />

Misidentified pixel

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