Why does a barometer reading increase when taken to a lower altitude?
At lower altitudes, the air column above is taller and heavier, increasing atmospheric pressure (Pa = ρgh), which raises the height of the mercury column in the barometer to balance the greater external pressure.
Ref: NCERT Class 11 Physics, Thermal Properties and Gravitation.