I have 16 years of season yield production, and some researchers said that this data does not allow a meaningful trend analysis due to the shortness of the time series I have.
As per the standard rule given by Box and Jenkins, you need at least a 50 observations in the time series and a 100 preferably in order to get optimal results. I hope it helps!