The immediate vicinity is known to be archaeologically rich; although a cursory survey in 1954 failed to find Ellerbusch and revealed nothing in any other part of section 33 of Ohio Township, it revealed four substantial sites in adjacent sections, including a village on the riverbank about 0.5 miles to the southwest of where Ellerbusch was later discovered.