Radio can bounce off the atmosphere, and that is a thing that gets done, especially for shortwave radio, but largely you got it right, the curvature of the earth is the general limit for how far a radio signal can go on earth. Things mostly do need repeaters on the ground or to go up to a satellite then back down to go farther.
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