They say that man was 50-year-old Larry Joseph Hoot.
Wichita Falls police say a woman walking in east Wichita Falls discovered Hoot's body near some railroad tracks.
Police say the body was found around 1 p.m. in an overgrown area between the 400 and 500 block of Front St.
Investigators say it appears the man died from natural causes.
An autopsy will be performed to determine the cause of death.