A lot of factors can trigger a sinus headache. Allergies, changes in pressure, a cold, swimming or even a tooth infection can start a miserable round of sinus infection. A sinus infection can happen at any time but some seasons can be worse than others due to the changing temperatures, saturation of pollens or increase in dust.