where else would the horizon be? above the peaks?
now, I'm not including sea floor mountains in case you are operating the seaview's flying sub (reference to "voyage to the bottom of the sea).
think about it. the horizon is where sky meets the earth (or sea) and the mountains protrude above the earth.