This paper will show that the matrix of all noise spectra radiated from a jet in a stationary condition, axisymmetric in construction and boundary conditions, has a special invariant structure which simplifies measurements and enables the total composite noise field to be expressed as a sum of mutually incoherent partial fields. Each such partial field is described in terms of an azimuthal mode with a integer wave number and polarity. The consequences of this structure include a simple explanation of the nature of azimuthal coherence and a practical procedure for estimating the dominant partial fields of the jet from measurements with a limited azimuthal coverage. It should be noted that the conclusions are only drawn from the assumptions of stationarity and axisymmetry, such that both large and fine scale mixing noise and broadband shock associated noise are covered by this theory. This paper also introduces a concept of sound flares as a model for how random fluid dynamic events in a turbulent flow superpose stochastically to produce measured spectra and crossspectra in the linear hydrodynamic and acoustic fields. This concept may be applied to model both axisymmetric as well as noncircular nozzles.