Taylor Lewis, nursery manager for the UC Davis Arboretum and Public Garden, suggests that it is possible to train your roses to be more drought tolerant. His experience with roses and similar types of perennials and shrubs is that taking the time to keep them pruned back during their first summer pays dividends in water savings in the long term.