Re: "Arcadia Planitia [..] has [..] a thicker atmosphere"
Arcadia is low. Lower than the "Mean non-Sea Level".
Fluids pool into low pits, forming higher pressure regions. Just like the deeper Ocean on Earth, the Arean deeps are higher pressure regions.
Not "high", not on Mars, but a little higher. .