The dataset comprises output that has been prepared for the project PRACTICE from a perfect model prediction experiment with the NorESM1-L climate model system, where synthetic observations generated from the model itself are assimilated. The experiment comprises 30 simulation members and used constant preindustrial year-1850 external forcings. The output is given in self-describing NetCDF format with in-file metadata that in detail describe its contents.