Officials are advising residents in three New Jersey towns to stay inside after a freight train and other tanker cars derailed and spilled toxic materials in a southern New Jersey creek on Friday, the Associated Press reports.

The advisory was issued in the towns of Paulsboro, West Deptford and East Greenwich Township.