Sheriff's deputies were called to the lake just before 5 pm Sunday after the girl went missing.
She has been identified as Kimberly Lopez.
Officials say she was found about 25 yards offshore in the water.
Rescue workers performed life-saving measures, but she was pronounced dead at the scene.
Authorities are still investigating what led up to the drowning.