Wouldn't be the first time something like that happened. We used to think mars had civilization and canals until not too long ago (kinda funny that the drawings of those canals ended up looking a lot like the veins in a human eye). Also, the idea of radio waves going through the ether, on which a lot of science was based got disproved at some point.