Atmospheric stability refers to the tendency of the atmosphere to resist or enhance vertical motion, which impacts weather patterns and cloud formation. It is determined by the temperature difference between an air parcel and the surrounding atmosphere, influencing phenomena such as thunderstorms and clear skies.