Arnold Field is a municipal public-use airport located two miles northwest of the central business district of Halls, a town in Lauderdale County, Tennessee, United States. The airport is named for a former Mayor, Sammie Arnold
The airport is operated on the grounds of the former Dyersburg Army Air Base. In the 1940s the Dyersburg Army Air Base was a training facility for World War II B-17 Flying Fortress bomber pilots and crews.
In 2007, Arnold Field is home to 15 general purpose aircraft and the Veterans' Museum.