The wintry exterior scenes were achieved with a combination of real snow and artificial snow made from a detergent solution. There was much debate between production designer Tim Harvey and the groundskeeper of Blenheim Palace as to whether the artificial snow would harm the hedges and other greenery on the palace grounds. Fortunately when the production was finished, the hedges were unharmed.