In the novel The Body in the Library, Radfordshire is the county where the village of St. Mary Mead is located (note that St. Mary Mead's county changes from novel to novel). Bordering Radfordshire is the fictional coastal county of Glenshire where part of the events in the story also take place.
Colonel Melchett is chief constable of Radfordshire (at least in this novel).