Daily rainfall and surface temperature series were simulated for the Animas
River basin, Colorado using dynamically and statistically downscaled outpu
t from the National Center for Environmental Prediction/ National Center fo
r Atmospheric Research (NCEP/NCAR) re-analysis. A distributed hydrological
model was then applied to the downscaled data. Relative to raw NCEP output,
downscaled climate variables provided more realistic simulations of basin
scale hydrology. However, the results highlight the sensitivity of modeled
processes to the choice of downscaling technique, and point to the need for
caution when interpreting future hydrological scenarios.