To facilitate the direct comparison of climate model outputs with its ground-based radar and lidar measurements, the Atmospheric Radiation Measurement (ARM) user facility provides joint histograms of the frequency distribution of radar reflectivity and lidar scattering ratio at each height. Scientists can also compare these joint histograms, also called contoured frequency altitude diagrams (CFADs), with…