`Whether we are based on carbon or silicon makes no fundamental difference.
We should each be treated with appropriate respect.''
Chandra, 2010 (1984)
![]()
Borghesi et al. (1985) performed a comparative laboratory study of several
samples of both alpha- and beta-SiC. Their samples were ground and sedimented to various degrees in
order to determine the effects of the size distribution. They found the
feature to peak in wavelength at about 11.8µm for alpha-SiC, and at
about 11.4µm for beta-SiC, before correction for the KBr-dispersion
technique, and at 11.4µm and 11.0µm after correction. This agrees
well with the results of Friedemann et al. (1981). Borghesi et al. (1985) also
found that, for their less pure alpha-SiC samples (i.e. 89% SiC rather
than 99% SiC, with carbon, silicon, metallic iron
and SiO2 impurities), the peak wavelength shifted towards longer
wavelengths as the particle size increased. This did not occur for their
purest alpha-SiC nor for their beta-SiC samples. Comparing this with the results of
Friedemann et al. (1981), there are some obvious discrepancies as Friedemann et
al. found no changes in the emission feature due to impurities. The data
published by Borghesi et al. (1985) is not corrected for the use of the KBr
matrix method, although they did state that it was necessary to apply a
correction factor to their data. As discussed in chapter 4, the KBr correction
is unnecessary. The result of applying the correction is to shift the peak
wavelength of the feature. How this affects the attribution of the 11.3µm
feature to a certain type of SiC is discussed later in this chapter.
Pégourié (1988) set out to derive a synthetic dielectric
function for SiC, from which spectral features could be predicted. He argued
that the work of Baron et al. (1987) showed alpha-SiC to be the best
candidate to reproduce the 11-11.5µm feature in the IRAS LRS spectra of
carbon stars. However, what Baron et al. (1987) actually concluded was that
``The shape of the strongest feature is quite similar to the mass absorption of
alpha-SiC'' (whether this was KBr corrected or uncorrected data is unclear).
Taken together with their statement that ``the feature becomes stronger and
narrower as the temperature of the underlying continuum increases'', this
implies that their alpha-SiC spectrum probably gives a good fit to features in the spectra
of the carbon stars with the most optically thin dust shells. However, the same
conclusion might not necessarily be applicable to cooler stars and to features
produced by optically thick shells. Having decided to use alpha-SiC,
Pégourié (1988) derived a comprehensive dielectric function by compiling
partial data from a number of different authors and using a Kramers-Kronig
analysis. He found that slight changes in impurities or morphology have a huge
impact on the shape of the feature. This is consistent with the findings of
Borghesi et al. (1985) and contradicts the work of Friedemann et al. (1981)
discussed above. This conclusion that morphology has a big influence is also
consistent with the work of Gilra presented by Treffers & Cohen (1974),
regarding the sensitivity of the feature wavelength to particle shape for
single-shape particles. Pégourié (1988) found that the `synthetic'
alpha-SiC feature he had created had a peak wavelength of 11.33±0.5µm.
This is quite similar to the results of both Friedemann et al. (1981) and
Borghesi et al. (1985; after KBr-correction). However, Pégourié (1988)
used the KBr-corrected data of Borghesi et al. (1985). Following the finding in
chapter 4, it is my belief that the use of KBr-corrected optical constants has given
rise to a synthetic spectrum with an unnecessarily shifted absorption peak.
Hackwell (1972) presented spectra and photometry of eleven M-, S- and C- type
stars, only two of which are classed as carbon stars: V Hya and CIT 6. The spectra
of both these stars showed a
broad feature between 10 and 12µm, similar to the emission feature
calculated by Gilra (1972). This is one of the first published observations of
the 11µm feature, although it was not attributed to SiC by Hackwell
(1972). Earlier, however, Hackwell (1971) had concluded on the grounds of
condensation sequence studies that SiC was likely to be a major contributor
to the circumstellar dust around carbon stars.
In 1974, Treffers & Cohen published the mid-infrared spectra of two
carbon stars - IRC+10216 and CIT 6. They found that both stars showed a broad
emission band peaking at about 11.5µm which could be fitted very well
using model spectra calculated by Gilra for small alpha-SiC particles having a
distribution of shapes. Forrest, Gillett & Stein's (1975) sample of 8-13µm
spectra of cool stars
included seven carbon stars, four of which overlap with the present
sample. They noted that the SiC feature in the spectra of the carbon stars
varied in morphology from star to star. Merrill & Stein (1976) investigated
the evolution of the infrared spectra of late-type
stars. Their sample consisted of 23 oxygen-rich stars and 9 carbon-rich stars
(four of which are also included in the present sample). They discussed the
11.5µm emission feature, attributed to SiC, which had been seen in the
spectra of all carbon stars surveyed at that time and noted that it was unique
to carbon stars.
Jones et al. (1978) investigated the infrared source AFGL 3068, which had
been suggested by Lebofsky & Rieke (1977) to be the most heavily
obscured carbon star known at that time. From its
infrared spectrum from 2 to 4µm and 8 to 13µm, Jones et al. (1978)
found that: 1) there was an absorption feature at 3.1µm 2) there was
an absence of a silicate feature at 9.7µm; 3) there was a spectral
break near 10.5µm. The first two findings confirmed that AFGL 3068 is indeed a heavily
dust-enshrouded carbon star. The third discovery was attributed to
absorption by SiC grains, the first time that this had been observed.
The large optical depth indicated by this implies a large mass-loss
rate. Jones et al. (1978) therefore suggested that if there are many sources like
AFGL 3068, they could be major contributors of material to the ISM.
Cohen (1984) presented the mid-IR spectra of 10 carbon stars. He divided the
spectra
by appropriate blackbodies to normalise them, in order to see the SiC features
more clearly. By doing this he found that there appeared to be two types of
features: triangular (narrow and peaked) and rectangular (broader and
flatter-topped). The triangular feature could be fitted by a laboratory
spectrum of alpha-SiC from Friedemann et al. (1981). The rectangular
feature could not be fitted by any of Friedemann et al. (1981)'s laboratory spectra.
He suggested that
these two distinct features were indicative of different
mechanisms of grain formation in different stars, controlled
by the mass-loss rates. Alternatively, he suggested that the different
feature shapes could arise as a result of different SiC optical depths.
Baron et al. (1987) studied the IRAS Low Resolution Spectrometer (LRS) spectra
of 542 carbon stars and came to the following
conclusions: 1) The strength of the circumstellar SiC feature is positively
correlated with the temperature characterising the underlying continuum;
2) The shape of
the feature varies regularly with its strength and becomes narrower as the
strength increases; 3) Weak SiC features are accompanied by an additional
bump which peaks
at about 8.75µm. The strongest SiC features are accompanied by a steep
rise in the continuum towards 8µm.
Papoular (1988) studied the IRAS LRS spectra of about 3000 carbon stars. Using
various smoothing and averaging techniques he found that the 11µm
features can be divided into three types, which he denoted - SiC(a), (b), and
(c). Comparing these separate groups of features to laboratory spectra taken
from Borghesi et al. (1985), he found that the different types could be
attributed to different
laboratory samples. SiC(a) could be fitted by the purest alpha-SiC with the
smallest grains, while SiC(c) was fitted by the least pure alpha-SiC with
the largest grains.
Skinner & Whitmore (1988b) discussed the mass-loss rates of carbon stars.
They had previously shown that the mass-loss rates of oxygen-rich stars can
be determined using the strength of the 9.7µm silicate dust emission
feature (Skinner & Whitmore 1988a). They attempted to use the same method for
carbon stars, using the 11µm SiC feature, and concluded
that the method is reliable. From a sample of 29 carbon stars, they suggested
that it is likely that the mass-loss rates increase with the carbon star's
age. They also suggested that the amorphous carbon to SiC grain abundance
ratio increases with mass-loss rate.
In 1988 Willems published two papers on the IRAS LRS spectra of carbon stars
(Willems 1988a & b). He found that, for 72 relatively hot carbon stars
(TNIR > 2000K), the SiC feature peaked near 11.7µm
in most cases and was accompanied by an unidentified 8.6µm
emission feature, possibly similar to the feature seen by Baron et al. (1987).
For 15 cooler carbon stars (TNIR < 2000K) he found that the SiC
feature peaked near to 11.3µm and concluded that, for these cooler stars, amorphous carbon
dust is the main constituent of the circumstellar dust shells.
Goebel et al. (1995) have used SiC and other dust species to create a new
classification system for carbon stars. Like Chan & Kwok (1990), they
proposed a model explaining the variations in dust types as related to the
evolutionary status of the star. They chose to use the alpha-SiC data of
Pégourié (1988) for their model. They proposed that SiC is the first
species to condense (because it is very refractory). So, when the star is still
relatively hot the contrast of the SiC feature should be very strong. Then, as
the star cools and evolves to higher mass-loss rates, newly-formed SiC
particles form nucleation sites for amorphous hydrogenated carbon
(a:C-H). As the star evolves still further and more SiC grains are
coated with a:C-H, the SiC feature weakens and a feature appears at
about 8.5µm due to a:C-H. Features in circumstellar spectra due
to a:C-H have been discussed before (Baron et al. 1987, Skinner &
Whitmore 1988, Puget et al. 1985). Baron et al. (1987) suggested that, together
with the 8.5µm feature, there is a feature at 11.7µm also attributable to
a:C-H. If this is true both features should appear in spectra when a:C-H is present.
Table 6.1: Sources Observed
| Source | IRAS names | Other names | Spec. Typea | Groupb | Observation Date | Calibrator |
| IRAS 02152+2822 | 02152+2822 | ... | ... | IV | 2/11/93 | beta Peg |
| R For | 02270-2619 | AFGL 337 | C3,4e | III | 1/11/93 | alpha Lyr |
| AFGL 341 | 02293+5748 | ... | ... | IV | 1&2/11/93 | beta Peg |
| AFGL 5076 | 02345+5422 | ... | ... | V | 1/11/93 | alpha Tau |
| IRAS 02408+5458 | 02408+5458 | ... | ... | ... | 1/11/93 | alpha Tau |
| IRC+50096 | 03229+4721 | V384 Per/AFGL 489 | ... | III | 30/10/93 | alpha Tau |
| AFGL 5102 | 03448+4432 | ... | ... | IV | 1&2/11/93 | alpha Tau |
| V414 Per | 03488+3943 | AFGL 527 | ... | III | 1/11/93 | beta Peg |
| R Lep | 04573-1452 | AFGL 667 | C7,4e | III | 30/10/93 | alpha Tau |
| UV Aur | 05185+3227 | AFGL 735 | ... | ... | 31/10/93 | alpha Tau |
| TU Tau | 05421+2424 | AFGL 812 | C5,4 | ... | 31/10/93 | alpha Tau |
| UU Aur | 06331+3829 | AFGL 966 | C6,4 | II | 31/10/93 | alpha Tau |
| CS 776 | 07270-1921 | AFGL 1131 | C8,1e | ... | 1/11/93 | alpha CMa |
| IRC+10216 | 09452+1330 | CW Leo/AFGL 1381 | C | IV | 17/3/95 | beta Gem |
| CIT 6 | 10131+3049 | RW LMi/AFGL 1403 | C4,3 | III | 23/5/91 | alpha Boo |
| V Hya | 10491-2059 | AFGL 1439 | C7,5e | III | 25/5/91 | alpha Boo |
| Y CVn | 12427+4542 | AFGL 1576 | C7,1e | II | 23/5/91 | alpha Boo |
| AFGL 2155 | 18240+2326 | ... | C | IV | 23/5/91 | alpha Boo |
| IRC+00365 | 18398-0220 | AFGL 2233 | ... | III | 31/5/91 | alpha Boo |
| V Aql | 19017-0545 | AFGL 2314 | C5,4 | II | 1/11/93 | alpha Lyr |
| AFGL 2333 | 19075+0921 | ... | ... | V | 1/11/93 | alpha Lyr |
| AFGL 2368 | 19175-0807 | ... | C5,4 | III | 31/5/91 | alpha Lyr |
| AFGL 2477 | 19548+3035 | ... | ... | ... | 31/10/93 | alpha Tau |
| AFGL 2494 | 19594+4047 | ... | ... | IV | 31/11/93 | alpha Lyr |
| V Cyg | 20396+4757 | AFGL 2632 | C7,4e | III | 30/10/93 | alpha Lyr |
| AFGL 2699 | 21027+5309 | V1899 Cyg | C8,3 | ... | 30/10/93 | beta Peg |
| AFGL 5625 | 21318+5631 | ... | ... | V | 2/11/93 | alpha Tau |
| IRAS 21489+5301 | 21489+5301 | ... | ... | IV | 2/11/93 | alpha Lyr |
| AFGL 3068 | 23166+1655 | ... | ... | V | 4/10/90 | beta Peg |
| AFGL 3099 | 23257+1038 | IZ Peg | C | IV | 1/11/93 | beta Peg |
| IRC+40540 | 23320+4316 | LP And/AFGL 3116 | C8,3.4 | III | 30/10 & 2/11/93 | beta Peg |
| TX Psc | 23438+0312 | AFGL 3147 | C | ... | 1/11/93 | beta Peg |
| a from Willems (1988a&b), Lorenz-Martin & Lefèvre (1993 & 1994), Blanco et al. (1994), Cohen (1979) |
| b from Groenewegen et al. (1992) and Groenewegen (1995) |
Most of the stars in this sample were observed on the nights of October 30 - November 2 1993. The sources CIT 6, V Hya, Y Cvn, AFGL 2155, AFGL 2233 and AFGL 2368 were observed on the nights of May 23-31 1991 while AFGL 3068, whose CGS3 spectrum has also been presented by Justtanont et al. (1996), was observed on the night of October 4 1990. The spectrum of IRC+10216 was obtained on the night of March 17 1995 and was kindly made available to us by Dr. T.R. Geballe. Table 1 provides some details of the observations. All observations were made using the 3.8m United Kingdom Infrared Telescope (UKIRT) with the common-user spectrometer CGS3, a liquid helium cooled, 10- and 20- µm grating spectrometer built at University College London. CGS3 contains an array of 32 discrete As:Si photoconductive detectors, and three interchangeable, permanently mounted gratings covering the 7.5-13.5 and 16.0-24.5 µm wavebands. Two settings of a grating give a fully sampled 64-point spectrum of the chosen waveband (in the case of IRC+10216, three setting of the grating gave a 96-point spectrum). We obtained 7.4-13.5µm spectra with a 5.5-arcsec circular beam, and a spectral resolution of 0.17µm. Further details about CGS3 can be found in Cohen & Davies (1995). Six stars, alpha Boo, alpha CMa, alpha Tau, alpha Lyr, Beta Peg and beta Gem, were used as flux standards. Table 6.1 lists the calibrator used for each source. The spectra of sources taken using alpha Tau as the standard star were flux-calibrated using the absolutely calibrated spectrum of alpha Tau constructed by Cohen et al. (1992a), whilst several sources were calibrated using a similarly constructed spectrum of beta Peg provided by Dr. M. Cohen (see Cohen and Davies 1995). A number of sources were calibrated with respect to the A-type stars alpha Lyr and alpha CMa, for which Kurucz model atmosphere calibrations, described by Cohen et al. (1992a), were adopted. Several spectra were calibrated with respect to beta Gem and alpha Boo, which were assumed to emit as blackbodies in the 10µm region (see Cohen & Davies 1995), with effective temperatures of 4750K and 4450K respectively. The deep telluric ozone feature at 9.7µm could not always be completely cancelled, hence in some cases spurious spectral structure could be present in the 9.3-9.8µm region. The flux-calibrated spectra of all the sources are shown in Fig. 6.1. The error bars represent 1 sigma standard errors on the fluxes.
The most prominent characteristic of the flux-calibrated spectra shown in
Figs. 6.1 is the silicon carbide feature, which
typically extends from
just shortwards of 10µm to about 12.5µm. For 26 of the sources the
SiC feature is in emission but for four sources the SiC feature appears to be
in absorption. One of these, AFGL 3068, was the only source previously known
to exhibit the SiC feature in absorption (Jones et al. 1978), while the other
three sources were found to exhibit SiC absorption during the current survey,
namely IRAS 02408+5458, AFGL 2477 and AFGL 5625. All four of these
sources are discussed in more detail in section 6.7.
About half of the spectra plotted in Fig.6.1
show a marked downturn shortward of 8µm. This effect was first noticed by Forrest et al. (1975)
and, making use of complete spectrophotometry from 0.75-13µm for the carbon star
V CrB, Goebel et al. (1981) were able to attribute this turndown to the long wavelength
wing of a band centred at 7.1µm due to HCN and C2H2.
Note that the carbon stars in our sample with optical counterparts tend not to exhibit a
downturn shortwards of 8µm, whereas the sources lacking optical counterparts do tend
to exhibit the downturn. Since the
latter sources are likely to correspond to those with higher mass loss rates,
this indicates that the HCN and C2H2 molecules apparently
responsible for the downturn reside in the outflows.
In the normalised spectra shown in Fig.6.2
(see section 6.5),
in addition to the obvious SiC feature between 10 and 12.5µm,
a weaker emission feature between 8 and 9.5µm can be discerned in several of the plots,
e.g. those of V Aql and Y CVn. This is presumably the same as the feature found in IRAS
LRS spectra of carbon stars by Baron et al. (1987) and Skinner and Whitmore
(1988b), and attributed by Papoular (1988) and Goebel et al. (1995) to amorphous
hydrogenated carbon. Note that the uncertainty in the true level of the
continuum in the 8µm region, caused by the presence of the
HCN/C2H2 absorption band shortwards of 8µm in about half of
the sources, may lead to artificial amplification of some of the
8-9.5µm features during the normalisation process. Another additional
feature that is discernable in the spectra of two stars: TU Tau and UV Aur.
This is a narrow peak at ~11.3µm, superimposed on the SiC feature.
This 11.3µm narrow peak will be discussed further in
chapter 7.


Table 6.2: Properties of the SiC features measured on the normalised spectra
| Source | Peak/Cont.a | TBBb | FWHM | FWZI | -EWc | |
| Ratio | (K) | (µm) | (µm) | (µm) | (µm) | |
| IRAS 02408+5458 | 0.87 | 320 | 10.87 | 1.28 | 3.23 | -0.367 |
| AFGL 5625 | 0.89 | 337 | 10.67 | 1.96 | 3.42 | -0.055 |
| AFGL 2477 | 0.85 | 340 | 10.56 | 2.05 | 3.51 | -0.279 |
| AFGL 3068 | 0.93 | 377 | 10.81 | 1.58 | 2.54 | -0.097 |
| AFGL 341 | 1.12 | 410 | 11.88 | 1.38 | 2.76 | 0.163 |
| IRAS 21489+5301 | 1.17 | 455 | 11.28 | 1.75 | 2.69 | 0.299 |
| IRC+10216 | 1.24 | 520 | 11.45 | 2.08 | 4.55 | 0.557 |
| AFGL 5076 | 1.14 | 525 | 11.45 | 1.93 | 2.95 | 0.275 |
| AFGL 2494 | 1.15 | 525 | 11.29 | 1.93 | 3.22 | 0.296 |
| AFGL 2699 | 1.32 | 530 | 11.27 | 1.75 | 3.03 | 0.553 |
| AFGL 3099 | 1.21 | 600 | 11.64 | 2.13 | 3.48 | 0.404 |
| AFGL 5102 | 1.18 | 600 | 11.50 | 1.74 | 3.31 | 0.329 |
| AFGL 2155 | 1.19 | 615 | 11.72 | 1.87 | 2.99 | 0.386 |
| IRAS 02152+2822 | 1.23 | 675 | 11.33 | 1.44 | 3.45 | 0.459 |
| IRC+40540 | 1.23 | 680 | 11.33 | 1.93 | 2.93 | 0.446 |
| AFGL 2368 | 1.50 | 800 | 11.25 | 1.85 | 3.48 | 0.866 |
| V Hya | 1.33 | 865 | 11.24 | 1.74 | 3.48 | 0.649 |
| IRC+00365 | 1.39 | 975 | 11.38 | 1.93 | 3.24 | 0.713 |
| CIT6 | 1.47 | 1100 | 11.35 | 1.84 | 3.48 | 0.933 |
| TU Tau | 1.39 | 1100 | 11.50 | 2.18 | 3.58 | 0.597 |
| IRC+50096 | 1.47 | 1200 | 11.20 | 1.83 | 3.06 | 0.869 |
| Y CVn | 1.33 | 1350 | 11.55 | 1.64 | 2.05 | 0.573 |
| R For | 1.43 | 1400 | 11.12 | 1.74 | 3.43 | 0.704 | R Lep | 1.74 | 1500 | 11.13 | 1.75 | 4.90 | 1.609 |
| UU Aur | 1.42 | 1500 | 11.22 | 1.65 | 2.97 | 0.703 |
| UV Aur | 1.46 | 1500 | 11.23 | 1.83 | 3.85 | 0.917 |
| V Cyg | 1.75 | 1500 | 11.29 | 1.76 | 4.87 | 1.508 |
| CS 776 | 1.58 | 1600 | 11.15 | 1.74 | 3.32 | 0.857 |
| V414 Per | 1.25 | 1600 | 11.24 | 1.74 | 3.41 | 0.423 |
| V Aql | 1.40 | 2250 | 11.29 | 1.73 | 3.49 | 0.725 |
| a Peak/Cont. = the ratio of the feature intensity to the underlying continuum intensity where the feature strength peaks |
| b TBB = temperature of blackbody which gives best fit to the underlying 8-13µm continuum |
| c EW = equivalent width |
Each of the flux-calibrated spectra was divided by a suitable blackbody, in order to more
easily discern the spectral features against the underlying continuum. The blackbodies were
chosen by fitting them to the flux calibrated spectra typically at around 8µm and around
13µm. In most cases, the blackbodies used in the normalisation process are of
approximately the same temperature as those fitted by the chi2-minimisation routine
described in the next section. Table 6.2 gives temperatures of
the blackbodies used to normalise the spectra, together with some properties of the 11µm
feature measured on the normalised spectra. The sources are listed in Table
6.2 in order of increasing 8-13µm blackbody temperature,
which is usually interpreted as a sequence of decreasing mass loss rate, since stars with very
low mass loss rates ought to show a photospheric continuum, while stars with high mass loss
rates and optically thick dust emission ought to exhibit lower (dust) colour temperatures in
the 8-13µm region. The listed properties of the 11µm feature are: the feature peak
to continuum flux ratio, the wavelength of the peak of the feature
(
peak),
its full width at half maximum (FWHM), full width at zero
intensity (FWZI), and equivalent width. The peak to continuum ratio is the
maximum value of the ratio of the intensity in the feature to the underlying
continuum intensity. The peak wavelength of the feature is the wavelength at
which this peak to continuum ratio is measured. Some of the flattened spectra
have obvious features at about 8-8.5µm - possibly due to hydrogenated
amorphous carbon (Papoular 1988; Goebel et al. 1995).
Stars displaying this feature are: AFGL 341, TU Tau, Y CVn, V Aql and
AFGL 2699. Fig.6.2 shows all the normalised spectra,
excluding TX Psc, AFGL 2333 and the spectra with absorption features, which are dealt with later.
The five stars mentioned above can be seen to exhibit prominently the 8-8.5µm features.
We have fitted our observed spectra using a chi2-minimization routine
based on one developed for the 10µm region by Aitken et al. (1979) and
Aitken & Roche (1982). The program has been extended by
R.J. Sylvester to include the optical constants for six forms of silicon
carbide. These are: alpha-SiC from Friedemann et al. (1981);
Pég-SiC, a ``synthetic'' alpha-SiC from Pégourié
(1988); three different forms of alpha-SiC: SiC-1200, SiC-600 and SiC-N,
from Borghesi et al. (1985); and beta-SiC, also from Borghesi et al. (1985).
The program is also equipped with the optical constants of silicates from
observations of the Orion Trapezium and µ Cep (see Roche & Aitken 1984).
The sources of these optical data are discussed in
section 6.2.2.
Following the findings in
chapter 4, some of this data is felt to be erroneous due to the
unnecessary application of a KBr correction to the raw laboratory data. In the
original fitting of this sample of carbon star spectra we used the KBr
corrected laboratory data, the details and results of which can be found in
Speck et al. (1997a,b). However, following the work on optical constants of
solids and the effects of small particles, presented in
chapter 4, it was felt that this and previous work was irretrievably flawed
and the whole fitting process was repeated using non-KBr corrected laboratory data.
The chi2-fitting program is equipped with a mechanism which sets
minimum errors on the fluxes to be 3% of the flux. For the higher quality
spectra used here, all spectra have errors <3% of the flux (except at
the extremes of the wavelength window and in the ozone region), and therefore the 1sigma
errorbars shown in the figures are smaller than the errors used for the
chi2 calculation. Even the noisiest spectra (i.e. those for IRC+00365
and V Hya) have errors of only ~2%, while the lowest errors on any
carbon star spectrum are those for IRC+10216, which has errors of
~0.0003%. The fixing of the minimum errors explains why the reduced
chi2 values reported in the results tables do not always correspond
to the real flux errors shown on the figures.
Table 6.3: Results of the pure emission chi2-fitting for the
7.5--13.5µm region of flux-calibrated spectra.
| Source | Tcolour | SiC type | TBB(K) | T | chi2R* |
| AFGL 341 | 385 | ... | ... | ... | ... |
| IRAS 21489+5301 | 455 | beta-SiC | 449 | 293 | 0.515 |
| IRC+10216 | 520 | beta-SiC | 511 | 230 | 1.260 |
| AFGL 5076 | 525 | beta-SiC | 521 | 183 | 0.480 |
| AFGL 2494 | 525 | beta-SiC | 508 | 293 | 0.515 |
| AFGL 2699 | 530 | ... | ... | ... | ... |
| AFGL 3099 | 600 | beta-SiC | 588 | 253 | 2.323 |
| AFGL 5102 | 600 | beta-SiC | 599 | 211 | 0.561 |
| AFGL 2155 | 615 | beta-SiC | 566 | 170 | 1.186 |
| IRAS 02152+2822 | 675 | beta-SiC | 640 | 287 | 1.068 |
| IRC+40540 | 680 | beta-SiC | 704 | 216 | 0.861 |
| AFGL 2368 | 800 | beta-SiC | 727 | 321 | 1.772 |
| V Hya | 865 | beta-SiC | 874 | 275 | 1.524 |
| IRC+00365 | 975 | beta-SiC | 1033 | 164 | 2.464 |
| CIT 6 | 1100 | beta-SiC | 760 | 269 | 2.229 |
| TU Tau | 1100 | ... | ... | ... | ... |
| IRC+50096 | 1200 | beta-SiC | 940 | 455 | 2.166 |
| Y CVn | 1350 | ... | ... | ... | ... |
| R For | 1400 | beta-SiC | 906 | 800 | 1.237 |
| R Lep | 1500 | beta-SiC | 1284 | 573 | 5.274 |
| UU Aur | 1500 | beta-SiC | 1620 | 345 | 1.597 |
| UV Aur | 1500 | beta-SiC | 1115 | 485 | 2.924 |
| V Cyg | 1500 | beta-SiC | 1008 | 501 | 3.676 |
| CS 776 | 1600 | beta-SiC | 993 | 576 | 1.879 |
| V414 Per | 1600 | beta-SiC | 1508 | 358 | 0.810 |
| V Aql | 2250 | ... | ... | ... | ... |
| * The errors used to calculate the reduced chi2 are set to 3% of the flux if the 1sigma error on the flux is less than this value. The errors shown in Fig. 6.2 are 1sigma. In all these spectra, the majority of points have errors that are <3% of the flux, the exceptions being for those points at the edges of each spectra and in the ozone region (9.4-9.9µm). Thus the 1sigma error bars shown in the fits are not necessarily the errorbars used by the fitting program. |
| Source | Tcolour | SiC type | TBB (K) | TSiC (K) | chi2R* |
| AFGL 341 | 385 | beta-SiC | 405 | 126 | 0.788 |
| AFGL 2699 | 530 | beta-SiC | 469 | 258 | 2.568 |
| TU Tau | 1100 | beta-SiC | 1095 | 195 | 1.245 |
| Y Cvn | 1350 | beta-SiC | 2307 | 149 | 1.153 |
| V Aql | 2250 | beta-SiC | 3467 | 342 | 1.283 |
| * The errors used to calculate the reduced chi2 are set to 3% of the flux if the 1sigma error on the flux is less than this value. The errors shown in Fig. 6.2 are 1sigma. In all these spectra, the majority of points have errors that are <3% of the flux, the exceptions being for those points at the edges of each spectra and in the ozone region (9.4-9.9µm). Thus the 1sigma error bars shown in the fits are not necessarily the errorbars used by the fitting program. |
Table 6.5: Results of the self-absorbed emission chi2-fitting for the
7.5--13.5µm region of the flux-calibrated spectra.
| Source | Tcolour | SiC type | TBB (K) | TSiC (K) | opt depth | chi2R# |
| AFGL 341* | 385 | beta-SiC | 726 | 329 | 0.242 | 1.370 |
| IRAS 21489+5301 | 455 | -No fits- | ... | ... | ... | ... |
| IRC+10216 | 520 | -No fits- | ... | ... | ... | ... |
| AFGL 5076 | 525 | beta-SiC | 557 | 298 | 0.137 | 0.369 |
| AFGL 2494 | 525 | beta-SiC | 516 | 383 | 0.167 | 0.306 |
| AFGL 2699* | 530 | beta-SiC | 402 | 354 | 0.238 | 1.334 |
| AFGL 3099 | 600 | beta-SiC | 726 | 329 | 0.242 | 1.370 |
| AFGL 5102 | 600 | beta-SiC | 650 | 355 | 0.161 | 0.345 |
| AFGL 2155 | 615 | beta-SiC | 734 | 288 | 0.235 | 0.418 |
| IRAS 02152+2822 | 675 | beta-SiC | 548 | 519 | 0.223 | 0.504 |
| IRC+40540 | 680 | beta-SiC | 859 | 313 | 0.173 | 0.508 |
| AFGL 2368 | 800 | -No fits- | ... | ... | ... | ... |
| V Hya | 865 | beta-SiC | 1129 | 393 | 0.211 | 0.761 |
| IRC+00365 | 975 | beta-SiC | 1788 | 215 | 0.114 | 2.316 |
| CIT 6 | 1100 | beta-SiC | 960 | 363 | 0.217 | 1.294 |
| TU Tau* | 1100 | -No fits- | ... | ... | ... | ... |
| IRC+50096 | 1200 | -No fits- | ... | ... | ... | ... |
| Y Cvn* | 1350 | beta-SiC | 5239 | 305 | 0.200 | 0.387 |
| R For | 1400 | -No fits- | ... | ... | ... | ... |
| R Lep | 1500 | -No fits- | ... | ... | ... | ... |
| UU Aur | 1500 | beta-SiC | 2505 | 446 | 0.165 | 1.105 |
| UV Aur | 1500 | beta-SiC | 920 | 745 | 0.187 | 2.343 |
| V Cyg | 1500 | beta-SiC | 2556 | 568 | 0.139 | 1.014 |
| CS 776 | 1600 | -No fits- | ... | ... | ... | ... |
| V414 Per | 1600 | beta-SiC | 1102 | 920 | 0.177 | 0.579 |
| V Aql* | 2250 | beta-SiC | 2556 | 568 | 0.139 | 1.014 |
| * These spectra were fitted over the 9.5-13.5µm wavelength region |
| # The errors used to calculate the reduced chi2 are set to 3% of the flux if the 1sigma error on the flux is less than this value. The errors shown in Fig. 6.2 are 1sigma. In all these spectra, the majority of points have errors that are <3% of the flux, the exceptions being for those points at the edges of each spectra and in the ozone region (9.4-9.9µm). Thus the 1sigma error bars shown in the fits are not necessarily the errorbars used by the fitting program. |
Table 6.6:Summary of the best chi2-fits for emission features
| Source | SiC type | TBB (K) | TSiC (K) | opt. depthSiC$ | chi2R* |
| AFGL 3411 | beta-SiC | 405 | 126 | ... | 0.788 |
| IRAS 21489+53011 | beta-SiC | 449 | 293 | ... | 0.515 |
| IRC+102161 | beta-SiC | 511 | 230 | ... | 1.260 |
| AFGL 50762 | beta-SiC | 557 | 298 | 0.137 | 0.369 |
| AFGL 24942 | beta-SiC | 516 | 383 | 0.167 | 0.306 |
| AFGL 26992 | beta-SiC | 402 | 354 | 0.238 | 1.334 |
| AFGL 30992 | beta-SiC | 726 | 329 | 0.242 | 1.370 |
| AFGL 51022 | beta-SiC | 650 | 355 | 0.161 | 0.345 |
| AFGL 21552 | beta-SiC | 734 | 288 | 0.235 | 0.418 |
| IRAS 02152+28222 | beta-SiC | 548 | 519 | 0.223 | 0.504 |
| IRC+405402 | beta-SiC | 859 | 313 | 0.173 | 0.508 |
| AFGL 23681 | beta-SiC | 727 | 321 | ... | 1.772 |
| V Hya2 | beta-SiC | 1129 | 393 | 0.211 | 0.761 |
| IRC+003652 | beta-SiC | 1788 | 215 | 0.114 | 2.316 |
| CIT 62 | beta-SiC | 960 | 363 | 0.217 | 1.294 |
| TU Tau1 | beta-SiC | 1095 | 195 | ... | 1.245 |
| IRC+500961 | beta-SiC | 940 | 455 | ... | 2.166 |
| Y Cvn2 | beta-SiC | 5239 | 305 | 0.200 | 0.387 |
| R For1 | beta-SiC | 906 | 800 | ... | 1.237 |
| R Lep1 | beta-SiC | 1284 | 573 | ... | ... |
| UU Aur2 | beta-SiC | 2505 | 446 | 0.165 | 1.105 |
| UV Aur2 | beta-SiC | 920 | 745 | 0.187 | 2.343 |
| V Cyg2 | beta-SiC | 2556 | 568 | 0.139 | 1.014 |
| CS 7761 | beta-SiC | 993 | 576 | ... | 1.879 |
| V414 Per2 | beta-SiC | 1102 | 920 | 0.177 | 0.579 |
| V Aql2 | beta-SiC | 2556 | 568 | 0.139 | 1.014 |
| \hline |
| 1 Fits with pure emission only |
| 2 Fits with self-absorbed net emission |
| * The errors used to calculate the reduced chi2 are set to 3% of the flux if the 1sigma error on the flux is less than this value. The errors shown in Fig. 6.2 are 1sigma. In all these spectra, the majority of points have errors that are <3% of the flux, the exceptions being for those points at the edges of each spectra and in the ozone region (9.4-9.9µm). Thus the 1sigma error bars shown in the fits are not necessarily the errorbars used by the fitting program. |
We attempted to fit all of the spectra taken. AFGL 3068, IRAS 02408+5458,
AFGL 2477 and AFGL 5625 all appear to be sources with SiC in absorption and
are dealt with in section 6.7.
All attempted fits involved either a pure blackbody or a blackbody with a
-1
emissivity, together with some form of silicon carbide. For some spectra
(AFGL 341, AFGL 2699, TU Tau Y CVn and V Aql) the emission fitting routine was
unable to provide a satisfactory fit. The
spectra cover the 7.5-13.5µm waveband. There are at least two
problems with using the fitting routine over this range. (1) There may be problems produced by
the atmospheric ozone feature at 9.7µm. Anomalies at this point may produce
erroneous solutions from the fitting program. (2) Goebel et al. (1995) have
hypothesised that some carbon stars may have amorphous hydrogenated carbon dust
in their
circumstellar shells, which apparently is the cause of a feature seen in some
spectra at about 8.5µm. At this time the fitting program is not capable
of including such a feature in its minimisation routine, due to a lack of
suitable laboratory data. Spectra which show
this feature can mislead the fitting program into asserting that the spectrum
in fact has a higher temperature blackbody part, rather than a feature.
Thus, the fitting program was used several times and in several ways for
each spectrum in the sample.
First of all, the routine was used on the flux-calibrated spectra, over the
whole range (7.5-13.5µm) with no alterations. The results are listed in
Table 6.3
The chi2R values are the reduced chi2 values
given by dividing the chi2 value by the number of degrees of freedom.
The second attempt at using the fitting routine was restricted to
wavelengths longward of 9.5µm. The reason for this was to minimise the
effects of any features shortward of 9.5µm that might confuse the
fitting program (e.g. the 8.5µm feature). It was not practicable to do the
same for the ozone feature at 9.7µm as this would have resulted in the
loss of part of some of the features. This restricted wavelength fitting was
only applied to the five spectra
for which no fits could be found over the entire wavelength range, all of which
appear to have the 8.5µm feature. The results are listed in
Table 6.4 and, for these five stars, these are the fits
seen in Fig. 6.2
Cohen (1984) suggested that the shape of some of the features in carbon stars
may arise as a result of different SiC optical depths. With this in mind
a third fitting attempt was made, using silicon carbide in both emission and
absorption simultaneously, i.e. self-absorbed SiC emission. This
self-absorption comprises a warm emitting component and a colder outer
component, so that some of the warm 11.3µm SiC emission is re-absorbed by
the cooler dust component. In the case of the five stars with the 8.5µm
feature, the self-absorption fitting only yielded results over the
9.5--13.5µm range. The results of the self-absorption fitting can be seen
in Table 6.5
The results for the overall best fits for emission features are listed together in
Table 6.6 and shown in Fig. 6.2
Where both the pure emission and self-absorption fits yielded good results, both are shown, with the
pure emission fits as dashed lines and the self-absorption fits as solid lines.
There are four carbon star spectra in our sample which exhibit net absorption
features. AFGL 3068 and IRAS 02408+5458 both show evidence of a broad absorption
band in the 10-12.5µm region. AFGL 3068 was originally investigated by
Jones et al. (1978), who concluded that this feature was due to SiC in
absorption. IRAS 02408+5458 has a very similar, but much stronger feature than
AFGL 3068, as seen from a comparison of Figs. 6.3(a)&(d).
AFGL 2477 and AFGL 5625 also show evidence of absorption features, only this
time they appear to have a double absorption peak (see Figs.
6.3(b)&(c)). The longer wavelength feature
is very similar to
that seen in the spectra of AFGL 3068 and IRAS 02408+5458. The shorter
wavelength feature is centred at about 9.7µm. Incomplete cancellation of
telluric ozone absorption may contribute to this peak but the absorption
appears to extend, on both sides, well beyond the 9.3-9.9µm region
affected by ozone. Both these stars had their spectra calibrated using several
different standard stars which were observed on the same night and the short
wavelength extended absorption was found to persist. For
this reason we believe that this feature is real. One possibility is that it
is due to interstellar silicate absorption.
We applied the chi2-minimisation routine to the flux-calibrated
spectra in a variety of different ways. In addition to fitting the
spectra with a single form of SiC pure absorption, fitting was also
attempted using a combination of one silicon carbide variant and an
interstellar silicate. Following the success of fitting the
emission features using self-absorbed SiC, the absorption features were also
fitted using self-absorbed silicon carbide both with and without
an interstellar silicate absorption. The results of these fits
are listed in Table \ref{absfit}. The fits obtained
using self-absorbed SiC proved to be very good with plausible optical depths.
Fitting using both SiC and interstellar silicate only yields fits for AFGL 2477
and AFGL 5625. We have already mentioned the possibility that the spectra of
these two stars are affected by interstellar silicate absorption.
Self-absorption fits using SiC only for AFGL 3068 and IRAS 02408+5458 together
with fits using self-absorbed SiC and interstellar silicate absorption for
AFGL 2477 and AFGL 5625 are shown in Fig. 6.4
Table 6.7: Results of the self-absorption chi2-fitting for the
7.5--13.5µm region of flux-calibrated spectra
| Source | Tcolour | SiC type | TBB (K) | TSiC (K) | opt. deptSiC | opt. deptsil | chi2R* |
| AFGL 3068 | 377 | beta-SiC | 394 | 62 | 0.030 | ... | 0.092 |
| IRAS 02408+5458 | 320 | beta-SiC | 388 | 96 | 0.152 | ... | 1.686 |
| AFGL 2477 | 340 | beta-SiC | 377 | 114 | 0.073 | 0.104 | 0.419 |
| AFGL 5625 | 333 | beta-SiC | 358 | 185 | 0.097 | 0.113 | 0.306 |
| AFGL 2477 is fit with Trapezium interstellar silicate |
| AFGL 5625 is fit with µ Cep interstellar silicate |
| * The errors used to calculate the reduced chi2 are set to 3% of the flux if the 1sigma error on the flux is less than this value. The errors shown in Fig. 6.2 are 1sigma. In all these spectra, the majority of points have errors that are <3% of the flux, the exceptions being for those points at the edges of each spectra and in the ozone region (9.4-9.9µm). Thus the 1sigma error bars shown in the fits are not necessarily the errorbars used by the fitting program. |



TX Psc is the only carbon star in the sample for which the chi2-fitting routine consistently had problems finding fits to the spectrum. For this reason the spectrum of TX Psc needed further investigation. Its flux-calibrated spectrum is shown in Fig. 6.5. The best-fitting 8-13µm blackbody has a temperature of 3500 K. Dividing by this blackbody yields a normalised spectrum which does not show an obvious 11µm feature (Fig.6.5 (b)). It does, however, exhibit a prominent feature at 8.8µm. This could be the usual feature found in this region, attributed to alpha:C-H. The 3500 K blackbody does not fit perfectly, so that the ``normalised'' spectrum in Fig. 6.5 (b) does not have a flat underlying continuum. The resulting spectrum has peaks at 8.8µm and 11.3µm (Fig. 6.5(b)). It would appear that the spectrum of TX Psc may have contributions from three sources: 1) a hot 3500K photospheric continuum; 2) a feature at 8.8µm possibly due to alpha:C-H; and 3) a weak feature at 11.3µm possibly due to SiC. Whatever the explanation, it is clear that the mid-IR spectrum of TX Psc is markedly different from those of other carbon stars in our sample.

AFGL 2333 was originally included in our sample as it had been classified as a carbon star based on its IRAS LRS spectrum and HCN emission (Groenewegen et al. 1992, Loup et al. 1993, Volk, Kwok & Woodsworth 1993, Volk Kwok & Langill 1992). However, on the basis of its OH maser emission (see David et al. 1993, Le Squeren et al. 1992), we believe that it is an OH/IR star. The flux-calibrated spectrum of AFGL 2333 is included with those of the rest of the sample in Fig. 6.6 and shows that the spectrum in fact exhibits an absorption feature centred at about 9.6µm rather than an emission feature at about 11.5µm. AFGL 2333 can therefore be interpreted as an oxygen rich OH/IR star that exhibits silicate self-absorption. The spectrum of AFGL 2333 can be fitted very well using self-absorbed silicate. The minimisation routine gave a reduced chi2 value of 0.265 using a Trapezium silicate profile, with an optical depth of 1.51. The fit is shown in Fig. 6.6
The original fitting of the carbon star spectra was performed using
KBr-corrected optical constants. This led to nearly all the sources being best
fit by alpha-SiC. However, as discussed in
chapter 4,
it is now believed
that the KBr-correction is unnecessary and leads to erroneous optical
constants. The original results, using corrected optical constants can be found
in Speck et al. (1997a,b). The current work uses raw (uncorrected) SiC data.
Fig. 6.7 uses some of the SiC feature parameters listed in
Table 6.2 with a view to finding trends in the SiC features.
In each plot (a-c), the solid line represents a linear regression fit to the plotted data.

We found no correlation between the full width at half maximum (FWHM) of the
SiC profile and the 8-13µm colour temperature (the formal linear
correlation coefficient is -0.241) or between the full width at zero intensity (FWZI) of
the SiC profile and the colour temperature (the linear correlation
coefficient is 0.312) An attempt was made to find correlations between the
stellar mass-loss rates and the properties of the 8-13µm spectra.
The mass-loss
data were taken from Jura (1986), Jura & Kleinmann (1989), Volk, Kwok and
Woodsworth (1993) and Loup et al. (1993).
Published mass-loss rates were found for 25 of our sources.
The only combination of data that yielded any correlation was that of the
mass-loss rates of Loup et al. (1993) versus the 8-13µm colour
temperature. The plot excludes the mass-loss rates for the four stars whose
spectra exhibit absorption features, as well as TX Psc. The
resulting correlation can be seen in Fig. 6.7(a).
The linear correlation coefficient is -0.605. It can be seen
that as the mass-loss rate increases, the underlying continuum colour
temperature decreases. This is as expected for dust shells that becomes
increasingly optically thick as the mass loss rate increases.
Fig. 6.7(b). shows the SiC peak
wavelength (i.e. the wavelength at which the ratio of the flux of
the feature to the flux of the underlying continuum is highest)
versus the colour temperature of the underlying 8-13µm
continuum. There is no correlation (the formal linear correlation
coefficient for the best straight line fit through the data is 0.11). This lack
of correlation between the peak wavelength of the feature and the 8-13µm
colour temperature disagrees with the findings of Willems (1988a,b).
Fig. 6.7(c) shows a plot of the SiC peak to
continuum ratio versus the underlying
8-13µm colour temperature. There is an obvious trend, whereby the spectra
with the hotter underlying colour temperatures have higher peak to continuum
ratios. The linear correlation coefficient is 0.73
This trend is not surprising, since Baron et al. (1987) had already found
that the SiC feature tends to get stronger as the temperature of the
underlying continuum increases.
The decrease in the peak to continuum ratio of the SiC feature with decreasing
8-13µm colour temperature (i.e. increasing mass-loss rates;
Fig. 6.7(a) can be attributed to two effects:
(a) for low mass-loss rates there is no dilution of
the SiC feature by dust continuum emission originating in the outflow but as
the mass-loss increases the continuum emission produced by an increasingly
optically thick dust shell dilutes the SiC emission to an increasing degree;
(b) as the mass-loss rate increases (causing the 8-13µm continuum
colour temperature to decrease) the SiC feature itself begins to become
optically thick. This causes self-absorption also which reduces the peak to
continuum ratio of the SiC
emission band and for large enough mass-loss rates, the feature ultimately goes
into net absorption. While many of the sources in this sample are best fit by
self-absorbed SiC, it is not necessary to use self absorption, as good fits can
be achieved using SiC pure emission. There is no tendency for self absorption
to become necessary as the colour temperature decreases.
Radiative transfer modeling is now desirable, in order to
ascertain how much SiC is required for self-absorption to occur. Previous
radiative transfer analyses of the SiC feature have neglected self-absorption
and have therefore probably underestimated the quantities of SiC in the
outflows. The use by previous authors of the KBr-correction for laboratory data
will also affect radiative transfer models, which should now be run using
uncorrected SiC data.
Chan & Kwok (1990) proposed a scenario for the evolution of SiC dust particles
with the evolution of the carbon star that produces them. They suggested that
the dust produced when the star has a relatively low mass-loss rate is of the
alpha-SiC variety, since the
high densities needed for grain condensation require grain formation to take
place close to the star; at the relatively high temperatures that characterise
these regions, only alpha-SiC would be able to condense. As the mass-loss
rate increases and the dust shell becomes denser and more optically thick,
beta-SiC could begin to condense at the lower temperatures characteristic of
the regions further out in the
circumstellar envelope. Thus beta-SiC might be detected, as the
envelope could be highly opaque to the inner alpha-SiC emission. If this
model were correct, we should be able to see a difference
between the feature shapes and peak wavelengths observed from optically thick
and optically thin envelopes. As discussed above, the correlations found in
Fig. 6.7(c) support the view that those carbon stars
which have relatively high 8-13µm colour temperatures have optically thin
circumstellar shells and lower mass loss rates. Likewise those carbon stars
with cooler 8-13µm colour temperatures are likely to have optically thick
shells and higher mass loss rates. However, Fig. 6.7(b)
shows that the peak wavelength of the SiC feature is
not correlated with the 8-13µm colour temperature, whereas if beta-SiC
was to become more predominant at higher mass-loss rates we
would have expected to see a shortward shift of the peak wavelength with
decreasing 8-13µm colour temperature.
Inspection of
Tables 6.3,
6.4,
6.5,
6.6
in which the sources are listed in order of
increasing 8-13µm colour temperature, shows that, for all the sets of
results, there is no tendency for the hotter sources to have
alpha-SiC features and the cooler ones to be better fitted by beta-SiC
features.
In fact, for the fitting of the sources with emission features, all sources are
fit by beta-SiC. There are no fits to alpha-SiC. This contradicts
previous work, however, the KBr-correction factor, discussed in
chapter 4, led
many previous studies to use erroneous laboratory data. The correction of the
data led to the shifting of the alpha-SiC peak to the position at which
uncorrected beta-SiC peaks. We find that all circumstellar SiC emission is
consistent with being due to the cubic, beta- form. This result is reinforced by
the fact that all SiC found in meteorites, attributed to formation around
C-rich AGB stars, is of the beta-SiC form (see
chapter 3).
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