A cluster analysis approach is employed to compare Atmospheric Radiation Measurement (ARM) program observational data at the Southern Great Plains (SGP) site with the corresponding output from an integration of the Community Climate System Model (CCSM3) run under the IPCC SRES A2 business as usual scenario for the current decade. A parallel clustering algorithm developed at Oak Ridge National L...