South Australia Police say a Vale Park man has been arrested, following a lengthy pursuit which led STAR group officers and police negotiators to a unit in Adelaide's western suburbs.

Police said they responded to reports of a domestic disturbance in Kensington Gardens, in Adelaide's east, around 12:30am and found a man and woman inside a parked car.

The driver then allegedly took off at speed with the woman still inside, almost hitting a police car.

Senior Constable Liam Bennett told ABC Radio Adelaide officers followed the driver for more than an hour, before he parked at a unit complex on Caroona Avenue in Hove.

"The man took the woman inside a unit and police established cordons around the address," Constable Bennett said.

"Police negotiators and STAR group officers were called in

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