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12. Discussion

The numerical models described above are successful in reproducing many of the observed characteristics of the Raman lines in symbiotic systems, and in helping to understand how the spectra respond to changes in the model parameters; there are also several points on which they fail, suggesting ways in which they may be extended and improved.

12.1. Successes

 

 table1121
Table 4: Quadrature polarization efficiencies and mean velocities for model tex2html_wrap_inline40306825 Å lines

Table 4 (click here) summarizes two basic quantities derived from selected models: the `polarization efficiency' of the line,
 equation1153
and its first moment (or `mean wavelength')
 equation1161
expressed as a velocity. By comparing the data in Table 4 (click here) with the corresponding observational data presented in Paper I, we note that (i) the overall redshifts found in the observational data are reproduced by the models (which give reasonable quantitative agreement with the mean observed value of 265kmstex2html_wrap_inline4078), and (ii) that the observed values of tex2html_wrap_inline4080 (0.017 to 0.27; mean 0.074) are encompassed by the range found in the models. In addition, the reference model returns values for photon number ratios, tex2html_wrap_inline4082 and tex2html_wrap_inline4084, which are in reasonable agreement with observations (average tex2html_wrap_inline4086-5, Allen 1980, Paper I; tex2html_wrap_inline4088, Espey et al. 1995). These results are encouraging from the point of view of developing `tailored' models for individual systems.

The intensity profiles of the observed Raman lines are broadly similar (see Paper I); all the lines are asymmetric, with a stronger blue wing than red. The intensity profiles are often resolved into a multiple subpeak structure, with the most frequently observed profile consisting of a strong central peak with less intense blue- and red-shifted subpeaks. The reference model (Fig. 5 (click here)) has an asymmetric profile with a stronger blue wing, but does not have resolved subpeaks. As the mass-loss rate is reduced (Fig. 13 (click here)), the subpeak phenomenon is observed, such as in the reference model with tex2html_wrap_inline4090.

The widths of the observed Raman lines are difficult to measure objectively due to their asymmetric, multipeaked nature and frequently low contrast. Nonetheless, the observed lines are generally much broader than the model profiles obtained by using tex2html_wrap_inline4092=10 kmstex2html_wrap_inline4094, and are comparable with the models calculated using tex2html_wrap_inline4096-100 kmstex2html_wrap_inline4098. This breadth could result from intrinsically broad OVI lines, but such breadth would `wash out' the structure in the Raman lines, and would not explain the separation of the observed peaks. In principle, it would be possible to obtain the observed profiles by scattering of suitably-structured OVI emission lines in a static regime. However, this would be entirely ad hoc, would not be consistent with high-dispersion observations of optical emission lines, and would ignore the more natural explanation afforded by scattering in the red-giant wind.

We conclude that the separation of the peaks in the Raman lines is most probably a direct function of the velocity structure of the red-giant wind. In that case the expansion velocities in the scattering regions must typically be closer to tex2html_wrap_inline410250 kmstex2html_wrap_inline4106 than the canonical value of tex2html_wrap_inline410810 kmstex2html_wrap_inline4112 frequently adopted for single stars. These two numbers may not be in conflict if the red components of symbiotic systems differ from their isolated counterparts (cf. Kenyon 1988, Whitelock & Munari 1992), or if most of the acceleration occurs rather close to the star. In the latter case, gravity could very plausibly slow the outflow to the canonical value observed at large distances from single stars, although this would be in conflict with both standard wind theory and the density structure inferred in EG And by Vogel (1991). A direct determination of the far-field velocity of a symbiotic system's red-giant wind would clearly be valuable.

  figure1198
Figure 22: Polarization profiles calculated using an extended source. a) The reference model (solid line) and a model with tex2html_wrap_inline4114, b) the reference model with tex2html_wrap_inline4116 (solid line) and with tex2html_wrap_inline4118 and tex2html_wrap_inline4120 (dotted line) and c) as for model b) but with tex2html_wrap_inline4122

12.2. Orbital diagnostics

The most straightforward use of the Raman lines is as binary-orbit diagnostics. All the model polarization spectra show systematic dependences on wavelength which are largely independent of the viewing angle tex2html_wrap_inline4148. Thus the rotation of observed PA with binary phase (for orbits with tex2html_wrap_inline4150) is virtually model independent; it results solely from rotation of the binary geometry. Hence a time series of polarization spectra should yield a binary period, simply by observing the period changes in the PA of the polarization.

The magnitude of the Raman-line polarization is a more ambiguous diagnostic, but has some simple properties as a function of binary phase (for systems with tex2html_wrap_inline4152). The polarization should reach a maximum twice per binary orbit when the source-scatterer-observer angle is tex2html_wrap_inline4154. Similarly, the two polarization minima per period will occur at conjunctions. The models described above show that the Raman-line intensity is much less sensitive to the binary phase than the polarization, particularly in systems of extensive mass-loss. This is a result of the relatively large volume of Raman scattering, which reduces the effect of occultation by the giant star. In systems of lower mass loss the bulk of the scattering occurs in the illuminated hemisphere of the giant and the line intensity shows a strong binary dependence, with the intensity reaching a maximum when the largest fraction of the scattering hemisphere is visible to the observer.

Observations of a small number of objects at two epochs, reported in Paper I, support these predictions of the models. The intensity profiles of the Raman lines are remarkably stable for most objects (with the exception of RR Tel, for which the variation in rectified intensity is probably due to a change in the continuum level rather than a change in the absolute line flux), while the polarization spectra show significant changes. With only two published observations, conclusions cannot be drawn about the binary orbits of these objects, but, in future, time-series spectropolarimetry will certainly yield valuable data on the symbiotic orbits (cf. Harries & Howarth 1996a).

12.3. Failings and future work

The most troubling features of the model calculations reported here result from scrutiny of the predicted PA structure. The model structure has a quite straightforward interpretation, but the majority of our calculations do not reflect the behaviour reported in Paper I for the majority of systems. In particular, many observations show three (polarized) intensity peaks, with a PA `flip' in the redmost peak (e.g., Fig. 6 (click here)); in contrast, most models show a flip in the central peak (e.g., Fig. 5 (click here)). This may simply be a consequence of the fact that we have concentrated on a region of parameter space most appropriate to relatively close, short-period systems, with negligible absorptive opacities; the sensitivity tests do show a rather broad range of behaviour in the models, although none show the `red flip'.

Qualitatively, we expect that it may be possible to reproduce this PA behaviour in a bipolar-type outflow, with the wind velocity greatest in the direction out of the orbital plane; there is direct evidence that in at least some systems the outflow may be more nearly cylindrically, rather than spherically, symmetric (e.g., Corradi & Schwartz 1993). The inclusion of a non-spherical wind structure is straightforward in principle, but is once again expensive computationally, since the mass-column calculation requires a numerical approach except for a few special geometries. We have performed a small number of exploratory calculations, but we have not yet succeeded in obtaining a PA flip in only the third (redmost) peak.

A more fundamental difficulty is that any model with `top-bottom' symmetry can only show emission at position angles of 90tex2html_wrap_inline4156 and 0/180tex2html_wrap_inline4158 (or other orthogonal pairs, as the reference system is rotated), because of cancellation in Stokes' U. As demonstrated in Paper I, several systems, such as H2-38, show rotation in PA through the line profiles (that is, loops in the Q-U plane). This rotation can be synthesized within the framework of the models by adding some additional polarized intensity at a different PA. The inference of significant intrinsic continuum polarization in a large fraction of well-observed systems (Paper I) suggests that this is a plausible (if qualitative) explanation. Moreover, rotation is much commoner in the D-type systems discussed in Paper I than in the S-type systems (6/7, compared to 8/17). This is circumstantial evidence that dust may implicated, in which case an alignment mechanism would be required.

The basic model contains several assumptions that must be relaxed in later work. The most obvious simplification is the omission of a proper, consistent treatment of the ionized region of the wind. Since Raman scattering arises only in neutral-hydrogen regions, none occur in the HII wind volume, but the latter will have absorptive and scattering opacities (different to those in the neutral region), including an electron-scattering component, potentially leading to polarization of both Raman and OVI photons; dust scattering and absorption may also be important. The inclusion of the ionized region is conceptually straightforward but requires significantly more computational effort; the intercept between an arbitrary photon path and the boundary region must be calculated repeatedly, and hence an analytical solution must be available if the calculation is to be feasible in reasonable times. In addition, the calculation of the optical depth along a photon path becomes more complex, since absorption and scattering opacities will vary along the photon path. None of these difficulties represent fundamental obstacles.

12.4. Conclusion

We have presented the results of Monte-Carlo simulations of Rayleigh+Raman scattering in spherically symmetric, steady-state red-giant winds, with a view to understanding the characteristics of the Raman lines observed in symbiotic systems. These models represent a first reconnaissance of parameter space, and so close matches with specific observations are not to be expected. Nonetheless, encouraging agreement with many observed characteristics has been achieved.

The next phase of this work should be to attempt to relax some of the simplifying assumptions made in this work and to produce `tailored' models for specific systems. This will be most easily undertaken where repeat observations constrain the orbital parameters and define the phase dependence of the line characteristics. The model described here is sufficiently flexible that it can easily be modified to exploit the additional diagnostic potential offered by the orbital modulation of line strengths resulting from intrasystem line and (quasi-)continuum absorption (cf. Vogel 1991; Shore & Aufdenberg 1993; Schmid 1995).

Acknowledgements

We thank France Allard and Peter Hauschildt for communicating opacities from their cool-star model atmospheres. The Particle Physics and Astronomy Research Council supported this work through the provision of Starlink computing facilities at UCL, where the numerical work was performed, and of a postgraduate studentship to TJH.


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