Correlation analysis of spatial fields of the aerosol optical thickness and cloud amount has been conducted for the Tomsk region, based on MODIS Aerosol Products data (2001-2006). The analysis is necessary for a choice of optimal regional strategy for development of the ground-based photometric AEROSIBNET network.