Otter Creek was famously mentioned in the band Live's song, "The Dam at Otter Creek." Remnants of the Maryland and Pennsylvania Railroad are also scattered throughout Airville, along Muddy Creek.
The village had a station stop on the Maryland and Pennsylvania Railroad, at milepost 38.6, which served the farms within the area until it ceased passenger service in 1954 and ceased freight service in 1958.
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