Model output from the Weather Research and Forecasting model, WRF and the Community Terrestrial Systems Model, CTSM (corresponds to the Community Land Model Version 5, CLM5) simulation for 13 years between 2010 and 2022 for the domain of Nordic Fennoscandia (Norway, Sweden and Finland) at 10.5 km x 10.5 km horizontal resolution using initial and boundary conditions from ERA5. The dataset contains T2 (mean daily 2 m temperature), T2MAX (maximum daily 2 m temperature), T2MIN (minimum daily 2 m temperature), RAINC (hourly accumulated total cumulus precipitation), RAINNC (hourly accumulated total grid scale precipitation), SNOWDP (mean daily snow depth), H2OSNO (mean daily snow water equivalent) and FSNO (mean daily fractional snow-covered area) variables. All files are in NetCDF format.