Two people were on board the plane, but no one was injured in the incident, which occurred shortly before 4 a.m.
The nose of the twin-engine Cheyenne aircraft went into mud beside the runway. A light on the taxiway was damaged.
An airport representative said wet weather might have been a factor in the incident, but the cause hasn't yet been determined.
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