The best explanation for why a thick tropical forest filled with large plants typically has a lot of water vapor in the air is:
The plants undergo transpiration.
Transpiration is the process by which plants release water vapor into the air from their leaves. In dense forests, this process occurs on a large scale, contributing significantly to the humidity and water vapor in the atmosphere.