By 1862, the filtering beds of the Chelsea Waterworks were gone and the area was reduced to vacant ground.  The Chelsea Suspension Bridge, opened in 1858, is seen by the Grosvenor canal entrance.

Source: Stanford's Library Map of London and its Suburbs. Published by Edward Stanford, 6, Charing Cross, London, February 15, 1862.