"Flat land" means that the "terra firma" part that we walk on, i.e. land, is flat. The oceans' surfaces, which conform to "sea level" according to our "flat land" would also be flat.
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But below us, is the rest of the earth/hell (which also includes the caverns of the oceans, in some parts of the world), which is very deep and not flat. Above the "flat land" is also the firmament, clouds, earthly heavens, i.e. atmosphere, which is also not flat.
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So, the earth's land is flat. But the earth itself (including the center/hell and atmosphere/heaven), is a sphere.