Models such as PRISM, DAYMET, and SOGS (Daly et al.1994; Thornton et al. 1997; Jolly et al. 2004) ingest point surface observations, and use topography and other ancillary information to compute spatially continuous meteorological fields (temperature, humidity, solar radiation, and rainfall) that can be directly used in ecosystem modeling.