Deep Creek is a long second-order tributary to Plum Creek in Brown County, Nebraska.
Deep Creek rises on the Sand Draw divide in the Nebraska Sandhills about north-northeast of Johnstown, Nebraska and then flows generally north to join Plum Creek about north-northeast of Johnstown, Nebraska.
Deep Creek drains of area, receives about of precipitation, and is about 9.52% forested.