“…These parameters designate natural frequency, modal damping and damped frequency of the i-th modal oscillator (Igusa et al, 1984), respectively. Taking advantage by the analytical definition of the seismic input PSD function reported in Appendix, it is possible to perform a closed-form approximate evaluation of direct spectral moments in the modal space, without resorting to numerical integrations (Barone et al, 2019). Referring to the ith modal oscillator response process Q i (t), the expression of the j-th spectral moment λ j,Q i ,k is:…”