Blackford Creek was named for Joseph Blackford, a pioneer who was killed by Indians on the creek, and buried nearby.[2] However, another stated origin is that Blackford Creek was named after a hunter who camped and hunted by the creek. Blackford Creek is also named as Otter Creek[3] and Muddy Creek[4]