The primary factor that influences atmospheric pressure is temperature. Warmer air is less dense than cooler air, leading to decreased pressure in warmer regions. Variations in temperature due to solar heating create wind patterns and contribute to the distribution of pressure systems globally, significantly affecting weather and climate.