Favourite place to look would be in the place of the same name - there's an entry on Wikipedia about it - but there could easily be others in the Lancashire coalfield, named after a colliery owner, since it is a common surname.
Update: The Wikipedia article has co-ordinates showing it just south of Agecroft Cemetery.