At high altitudes, atmospheric pressure decreases significantly while blood pressure remains relatively constant. This pressure differential causes blood vessels in the nose (which are delicate and close to the surface) to rupture, resulting in nosebleeds. The external pressure drops more than internal blood pressure adjusts, creating outward pressure on capillary walls.