What is the physical meaning of the cross-spectrum of two signals measured at two locations and different moment?
I figured this out myself. The answer to this is that for the steady state, phase from the cross-spectrum is a contribution of both time and space. And if two signals are measured at the same time or location, the contribution of the other factor to phase will be eliminated. The conclusion is made based on formula deduction, which I will not discuss further here.