Trends and seasonality can be subtracted
Trends are macro dynamics of a system. They can be observed at a coarse level. Seasonality is a cyclic fluctuation in such a system. By subtracting a polynomial approximation of the emitted outputs, one can observe the signal beyond the trend. Similarly, deseasonalizing can be performed by subtracting values from season-length time points before.