Analysis of variability and diurnal range of daily temperature in a nested regional climate model: comparison with observations and doubled CO2 results

Abstract

Analysis of daily variability of temperature in climate model experiments is important as a model diagnostic and for determination of how such variability may change under perturbed climate conditions. The latter could be important from a climate impacts perspective. We analyze daily mean, diurnal range and variability of surface air temperature in two continuous 3 1/2 year long climate simulations over the continental USA, one for present day conditions and one for conditions under doubled carbon dioxide concentration, conducted with a regional climate model (RegCM), on a 60 km grid, nested in a general circulation model (GCM). Model output is compared with a 30-year daily observational data set for various regions of the USA. In comparison with observations the diurnal range in the model control run is somewhat too low although the daily temperature mean is often well reproduced. The daily variability of temperature is underestimated by the model in all areas, but particularly when and where the observed variability is relatively high. Causes for these underestimations are traced to deficiencies in the general circulation of the driving GCM. With doubled CO2, both maximum and minimum temperatures increase, but the change in the diurnal temperature range (DTR) varies spatially and seasonally. On an annual average over the land domain, the DTR decreases by 0.25'C. Changes in DTR are most strongly correlated with changes in absorbed shortwave radiation at the surface, which explains 72% of the variance in DTR on an annual basis. Change in evaporation was a factor affecting DTR only in the summer when it explained 52% of the variance. The most significant findings with CO2 doubling are substantial decreases in daily variability in winter over large portions of the domain, and localized increases in summer. Causes for these changes are traced to fluctuations in the intensity and position of the jet stream.