SSN time series used in the assimilation procedure. We assimilate the hemispherical data and can choose to either forecast the total or hemispherical solar activity. Shown in dark blue is the total 13-month smoothed SSN times series and in light blue shades the northern and southern sub time series (north + south = total). We superimpose in orange the monthly data, which is six months ahead by construction.