Police officers alongside South Yorkshire Fire and Rescue are currently on scene treating what is believed to be an ammonia leak.
While the risk to the public is low, residents nearby to the Dome are being urged to keep windows and doors closed.
Firefighters were called to the incident just before 5am this morning (22 May) and are expected to remain in the area for a while and disruption to traffic and buses is to be expected.