[histriosum]

You aren't quite right here. Temperature inversions are when the atmosphere warms as you go up instead of cools. The atmosphere usually cools at a fairly constant rate as you go up, at least in the troposphere. This layer of warmer air aloft acts as a cap, limiting vertical motion from rising air parcels from below (which are cooler than the air aloft and thus cannot rise through the inversion).