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You are right, you can't get cloudbase height without 3D data. You can do that using radiosondes. However, if your weather station has a ceilometer, then you don't actually need many calculations. However, they are usually quite expensive. If you want a real rough calculation, you can just use the Lifted Condensation Level, which is more valid estimate ...


From atmospheric soundings. For my area: Selection from map: A how-tos:

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