The data are based on 27km resolution simulations using the Weather Research and Forecasting (WRF) model, covering the period 1981-2017. The domain includes CONUS and the North Pacific basin. Each year includes at least a 5-member ensemble, with up to a 25-member ensemble for selected wet/dry years.