The car may have been stolen, according to a Los Angeles County Fire Department official.
The car was reported in the water around 9:40 p.m. near the 710 Freeway and Imperial Highway.
Authorities were not sure how long the vehicle had been in the water before it was reported.
DEVELOPING: We will provide details as they become available.
City News Service contributed to this report.