I believe it to be fact because that sounds like cumulonimbus clouds you are describing, which are if i am remembering correctly thunder heads. These clouds are very big and stretch vast distances in altitude covering various sections of differing atmospheric pressure conditions. It is the drastic and unstable conditions in the atmosphere that shape these clouds which are in essence a precursor to usually moderate to heavy rain.