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By using the NCAR global atmospheric general circulation model CAM, two groups of 20-years numerical experiments consisting of 10 members with different initial values (one with interactive soil moisture boundary conditions and another forced by climatological soil moisture) are performed to investigate the possible impacts of soil moisture anomaly on seasonal climate potential predictability and its modulating role on SST-forced predictability.