The Linear Park is technically a little section of the Two Tunnels Greenway, which was part of the old Somerset & Dorset Railway Line that closed in the 1960's. 

Now it's packed full of indigenous plants and wildlife, making it a tiny haven of countryside that weaves right through the city. It begins in East Twerton and follows through Oldfield, Moorfields, and Bear Flat.