The fire was reported near Interstate 580 and Point Isabel Regional Shoreline, according to the Contra Costa Fire Department.
Fire officials said the blaze has burned about 3 acres so far and spread quickly.
There are no threats to structures and no evacuations have been ordered.
Just after 2 p.m., Richmond Fire Department announced the blaze was contained.