The vandalism comes just days after 22-year-old Eurydice Dixon's body was found in the middle of a soccer pitch in Carlton North.
A 19-year old man was charged with one count each of murder and rape.
Police said the markings will be removed as soon as possible. The investigation is ongoing.
Anyone with further information is urged to contact Crime Stoppers on 1800 333 000.