QGIS calculate sum of values in more raster layers
This could easily be done with the tool r.series
from the GRASS GIS repository. After you start r.series
, select the rasters with the cloud coverage and select the aggregation method "count". This should give you a result raster with the number of non NULL
values from the time series.