They need low level moisture and a "trigger" to lift the moist air. Then the air rises and it becomes saturated. After that it will continue and to rise and will become a thunderstorm.
If the atmosphere is unstable then the temperature decreases rapidly.
Tornadoes can appear anywhere in the US but usually appears in South Dakota, Nebraska, Kansas, Oklahoma, and Texas.