North East Derbyshire District Council issued a statement about the situation on Tuesday morning.
It said: “The council is aware of the presence of Travellers near Sharley Park Leisure Centre.
“We are working with the Travellers and partner organisations to manage the situation and are seeking a safe and proper outcome, including any necessary legal action, to regain the car park as soon as practically possible.”