The Morris and Essex Rail Line was temporarily suspended between Dover and Summit.
Service resumed late Thursday morning with 45-minute delays in both directions.
The tree came down on some overhead lines in Parsippany late Wednesday night.
Crews were brought in to make repairs.
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