Hi Bev
First of all, do you know what religion he was. Then try to find the nearest Churches to where he lived and try to contact them.
If Chesterfield as a Town cemetery, then try the Parks Department, they are responsible for the Towns cemeteries. If he is buried there, they should be able to list the people in that grave.