Sonja S. Folwell, Centre for Ecology and Hydrology, Wallingford, United Kingdom, Christopher Taylor, Centre for Ecology & Hydrology, Wallingford, United Kingdom and Rachel Anne Stratton, Met Office, Exeter, United Kingdom