This is something that does actually affect me [happens to my mom as well].  I can wake up in the morning with a splitting headache, simply from the change in pressure overnight.  The times that it happens, I have a general idea of what the weather is like outside even before looking at my phone or out the window.
It does mostly occur when the pressure drops, but it can also be triggered by a sudden, sharp rise in pressure as well.