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Why is the AOD product less accurate in the Western U.S.?

There are several possible reasons why the AOD product is less accurate in the Western U.S.  Some of these reasons include: bright land surfaces, high altitudes and or rapidly changing topography, and potential inaccuracies in the MODIS aerosol models for the Western U.S.