It happened at Dulty's Lane and the River Line crossing.
Authorities say the light rail train hit the vehicle around 6:15 a.m.
The train car operator and four passengers on board suffered minor injuries.
Service was suspended, and buses were used to carry passengers to the next station.
It is not yet clear what led to the collision.