Abstract
Key Points: The HRRR model surface thermodynamic biases are seasonally
dependent, presenting a systematic warm and dry bias during the warm
season. The primary locations of the summer warm and dry biases are
over farmland, on days with optically thick clouds. A hydrological
bias underestimating of spring snow melt is consistent with subsequent
summer warm and dry biases over farmland.