Grosvenor Road crosses the lock entrance to the Grosvenor Canal off the Thames [1]. Once the Grosvenor stretched up to where Victoria station is but now is just a glorified pond stretching a 100m or so.
[1] P.A.L. Vine, London to Portsmouth Waterway (Middleton Press, 1994) p. 14
