I have also heard it, and it is quite weird.

- Them: oh, your country also have four seasons?

- Me: Of course, Spain and Japan are on the same latitude, why wouldn't we have seasons?

- Them: eeeeeeeeeeeeeeh!

Seriously, the average Japanese person lives in a bubble, they have very limited knowledge of what goes on outside their islands.