Scintillation causes blurring of images over distance. The mechanism is that rising bubbles of warmer air act like lenses. This kind of lensing is what causes stars to twinkle, and also the "heat shimmer" you might see above a hot roof or hot pavement.

Scintillation is generally weakest in the morning when the ground is cold.