Why does water vapor decrease?

There is not less water vapour in the atmosphere. In fact, as the earth warms, the warm air is able to hold more water vapour. Water vapour is a greenhouse gas, so the air gets warmer. So it can hold more water vapour. And so on.

This is one of what is called the "positive feedbacks" of global warming!