With more advanced equipment, as a ceilometer, you can use backscatter profiles, but these are more local measurements.
In short, a world wide set does not exist and probably (re)analysis data is the best you can get.
An interesting analysis can be found here:
http://kiwi.atmos.colostate.edu/pubs/Ahlgrimm-Randall.2006.pdf