To compare with ARM cloud radar simulator outputs, observational reflectivity-height joint histograms, i.e., CFADs, are constructed from the operational ARM Active Remote Sensing of CLouds (ARSCL) Value-Added Product. The joint histograms are created for every hour with a 100m vertical resolution to capture both the diurnal variability of clouds and their fine vertical structures. Similar to the CloudSat radar simulator, reflectivities (in dBZ) are binned in 5 dBZ increments from -50 dBZ to 25 dBZ. To date, ARM CFADs have been generated for multiple years at five ARM sites.
COSP 2.0 with the ARM cloud radar simulator (COSPv2.0ARM) has been released as a branch in the COSP repository https://github.com/CFMIP/COSPv2.0/tree/impARMsim .