The initial deep soil temperature at the start of the spin up period (21 December 2005 and 20 July 2006) was set to the 5.5-day run-segment-averaged 2-m temperature of the NAM data using the Intermediate Processor for Pleim–Xiu for WRF(IPXWRF) utility (available for download at http://www.wrf-model.org).