The problem of shadowing is particularly significant in high spatial resolution imagery of urban environments, where elevation varies dramatically across short distances (Dare, 2005; Yuan, 2008). With the dominance of elevated objects such as buildings, bridges, towers and trees in the landscape, the proportion of the imagery that is affected by shadowing could be significant (Yuan & Bauer, 2006