He also made plans for the establishment of a deer park, Jægersborg Dyrehave, closing down the village Stokkerup.
Dyrehaven is also the venue for the Hermitage road race (Eremitageløbet) and the yearly Hubertus hunt (Hubertusjagten) which is held on the first Sunday in November.