The goal of this research is to assess the capability of satellite remote sensing data for monitoring of meteorological-vegetation droughts in the Kermanshah province. TRMM satellite rainfall data, the vegetation and the land-surface temperature data from the MODIS Aqua satellite for the period from 2005 to 2002 were employed for this purpose. After correction of images, precipitation condition index (PCI), temperature condition index (TCI), and normalized vegetation difference index (NDVI) were derived. The three mentioned indices were integrated using the entropy weighting approach, and the resulting index was called as the meteorological-vegetation drought index (CDI). Furthermore, two well-known ground-based drought indicators (SPI and SPEI) were calculated. According to the findings, both satellite- and ground-based drought indices revealed severe drought in 2008. Combined indices have a higher correlation with ground-based drought indices than single satellite indices.