The CMG (Cloud-Mask Generator) ingests GOES multi-spectral imagery (at 4km, 15minute resolution) and applies a series of single- and multi-spectral tests to detect clouds. This provides high quality information about the distribution of clouds among the lines of site between GOES satellites and the Earth's surface; however, it does not indicate cloud altitude, thickness, or fraction. We simply get a cloud/no cloud decision for each GOES pixel.
In our analysis, we compared all CMG pixels (cloud/no cloud) to each CALIPSO footprint within 15 minutes of the CALIPSO overpass for various locations in CONUS. The CALIPSO threshold for an optical depth to be “cloudy” is varied. While some disagreement is expected due to differences in spatial/temporal resolutions, preliminary results show that CALIPSO is finding many thin clouds that GOES is missing. For example, when CMG pixel is clear, 60% of CALIPSO cloud optical depth of 0.7. Further investigations into disagreements between CALIPSO and CMG will be conducted and reported on.
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