The victim was identified as Derek Eugene Hawkins, 24, of Aurora after an autopsy, and the coroner's office said the cause and manner of death are pending further investigation and lab results.
Dive teams started searching for a missing person thought to be in the water about 3 p.m. Saturday, according to West Metro Fire Rescue.
Colorado Parks and Wildlife said the recovery mission turned into an overnight search, and the paddleboarder's body was found by the Marine Evidence Recovery Team (MER). Using a towfish sonar unit, MER was able to find the victim and then use a remotely operated vehicle to recover them from the lake.
South Metro Fire Rescue also helped with the search effort on Saturday.
West Metro later tweeted an update, saying the effort had become a recovery operation.
SUGGESTED VIDEOS: Latest from 9NEWS
MORE WAYS TO GET 9NEWS
Subscribe to our daily 9NEWSLETTER for top stories from 9NEWS curated daily just for you. Get content and information right now for can’t-miss stories, Next and Broncos content, weather and more delivered right to your inbox.
DOWNLOAD THE 9NEWS APP
HOW TO ADD THE 9NEWS APP TO YOUR STREAMING DEVICE
ROKU: add the channel from the ROKU store or by searching for KUSA.
For both Apple TV and Fire TV, search for "9news" to find the free app to add to your account. Another option for Fire TV is to have the app delivered directly to your Fire TV through Amazon.