Investigators say a 47-year-old Hector Vega of Fresno got into the river around 5 p.m. Friday.
After that he wasn't seen again until he was found dead about 10 feet from the shore.
County sheriff's deputies believe the man did not know how to swim. It is unknown if alcohol was a factor.