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Helioseismic Inversion Specifications

The principal inversion procedure is based on a perturbation theory derived from a variational principal for adiabatic stellar pulsations and is set up to measure deviations of seismic parameters from a spherically-symmetrical reference solar model. Our initial analysis of the frequency data will restrict these studies to axisymmetric deviations from the model, the axis of symmetry coinciding with the axis of solar rotation. The axisymmetric perturbations can be obtained by inverting averages over groups of modes; this significantly reduces both the computational time and the formal errors of the inversion results. These inversions will be done on a regular basis (say, monthly), in the data analysis `pipeline'. Important experience has been gained from determination of the axisymmetric structure by the inversions of the BBSO data.

Capability for studying nonaxisymmetric perturbations seismologically will be sensitive to the quality of the data.

However, most questions addressed in this Program deal with the spherically-symmetric component of the deviation from the standard solar model. These deviations are determined from the shifts of frequencies of the axisymmetric modes with respect to model frequencies, or from the shifts of the mean frequencies of mode multiplets.

For inversions of this type the linearized integral equations relating frequency perturbations , to variations of the solar structure are derived from a variational principle. The equations are transformed to depend on a chosen pair of deviation variables ( and ) that are assumed to be functions of radius r alone (e.g. Kosovichev, 1992), yielding

where is the frequency difference between the eigenfrequency, , of a solar model and the corresponding frequency of the Sun, and are structure parameters, is the radius of the Sun, and is the mode inertia. The arbitrary function is added to take into account the surface effects. The suffix i labels the modes; N is the total number of modes in a data set.

The structure parameters, f and g, can be of two types: `primary', e.g. the density, , and the adiabatic exponent, , or `secondary', e.g. the hydrogen abundance, X, and the heavy element abundance, Z. For the `primary' parameters Eq. (1) is derived using only basic assumptions about solar structure: spherical symmetry and hydrostatic equilibrium; whereas additional structure equations have to be considered for the 'secondary' parameters. In particular, we plan to use the equation of state in the form , where are element abundances.

Two basic inversion procedures, Optimally Localized Averaging (OLA) and Regularized Least Squares (RLS) data fitting, have been developed for the structure inversion pipeline. Both methods essentially subtract from the data a quantity describing unknown surface effects. The OLA technique will be most commonly used in the project. It consists of constructing linear combinations of Eq. (1) for a set of observed modes that provide localized averages of the structure parameters f and g (e.g. Backus & Gilbert, 1967):

in the vicinity of . The spatial resolution of the averages can be characterized by the central coordinate and the resolution scale of the averaging kernels. These quantities, `centre' and `spread', usually represent some integral measure of the kernels in order to account for effects asymmetry and sidelobes.

Selections of the localized averaging kernels for u and the results of a test inversion of the set of modes, described in the next section are shown in Fig. 2.

 
Figure 2: a) Localized averaging kernels, , that are linear combinations of the corresponding seismic kernels ; b) Optimally localized averages of the difference between proxy model 4 and reference model 1 of Christensen-Dalsgaard et al. (1993) inferred from the adiabatic frequency differences of the mode set defined in the text, and the error estimates of IPHIR and BBSO data. The horizontal bars represent the resolution lengths (widths of the averaging kernels); the vertical bars represent standard errors. The dotted curves are the actual differences. (Gough & Kosovichev, 1993)

If deviations of structure properties are represented in parametric form, then the unknown parameters can be evaluated from the helioseismic equations (5) using a least-squares technique. Kosovichev (1993) applied this calibration technique to determine the helium abundance and the depth of the convection zone.

The nonspherical axisymmetric perturbations can be considered in the parametric form:

where are Legendre polynomials. In this case radial functions are determined by inverting so-called `a-coefficients', expansions of the symmetrical part of split-multiplet frequencies into a set of orthogonal functions of azimuthal order m. The integral equations relating the even a-coefficients to are essentially identical to Eq. (1) (e.g. Gough, 1993). Therefore, it is proposed to develop a unified inversion procedure for determining spherical and aspherical components of the solar structure.



next up previous
Next: References Up: Structure Inversion Program Previous: Structure Inversion Program



Alexander Kosovichev
Sun Aug 6 19:04:23 BST 1995