Residents said they woke this morning to find Margate Drive, Pitsmoor, sealed off and flooded with officers.
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They said officers started to arrive in the street at around 10pm yesterday.
Details of the nature of the incident under investigation have not yet been released by South Yorkshire Police.
More to follow.