A&A 481, 489-497 (2008)
DOI: 10.1051/0004-6361:20078910
H. W. Zhang1,2 - T. Gehren2 - G. Zhao3
1 - Department of Astronomy, School of Physics, Peking University,
Beijing 100871, PR China
2 -
Institut für Astronomie und Astrophysik der
Universität München, Scheinerstrasse 1, 81679 München, Germany
3 -
National Astronomical Observatories, Chinese Academy of Sciences, Beijing
100012, PR China
Received 24 October 2007 / Accepted 14 January 2008
Abstract
Aims. We investigate the formation of neutral and singly ionized scandium lines in the solar photospheres. The research is aimed at derive solar
(Sc) values for scandium lines, which will later be used in differential abundance analyses of metal-poor stars.
Methods. Extensive statistical equilibrium calculations were carried out for a model atom, which comprises 92 terms for Sc I and 79 for Sc II. Photoionization cross-sections are assumed to be hydrogenic. Synthetic line profiles calculated from the level populations according to the NLTE departure coefficients were compared with the observed solar spectral atlas. Hyperfine structure (HFS) broadening is taken into account.
Results. The statistical equilibrium of scandium is dominated by a strong underpopulation of Sc I caused by missing strong lines. It is nearly unaffected by the variation in interaction parameters and only marginally sensitive to the choice of the solar atmospheric model. Abundance determinations using the ODF model lead to a solar Sc abundance of between
and 3.13, depending on the choice of f values. The long known difference between photospheric and meteoritic scandium abundances is confirmed for the experimental f-values.
Key words: line: formation - line: profiles - Sun: abundances
According to the theory of nucleosynthesis, the
elements are mostly
produced by type II supernovae, while some iron-peak elements have significant
contributions from type Ia supernovae. The synthesis process and sites of
scandium, as an element intermediate between
elements and iron-peak
elements in the periodic table, are not clear now.
The variation of the scandium abundance pattern in long-lived F- and G-type stars with different metallicity can provide some information on the element nucleosynthesis and the chemical evolution of the Galaxy. There is an unresolved inconsistency between different Sc abundance results. In some analyses, an Sc enhancement relative to Fe is found in metal-poor stars (e.g. Zhao & Magain 1990; Nissen et al. 2000); however, others (e.g. Gratton & Sneden 1991; Prochaska & McWilliam 2000) found no evidence of any deviation from [Sc/Fe] = 0.0.
Generally, the solar photospheric abundances serve as a reference
for abundance determinations in metal-poor stars, so a reliable
set of photospheric abundances is important. Ever since Anders &
Grevesse (1989) published their widely used solar elemental
abundance table, many revisions and updates to photospheric and
meteoritic abundances of the elements have become available,
although the solar photospheric scandium abundance has not
been updated for quite a long time. The photospheric abundance
value of log
adopted by Grevesse (1984) was changed to
by
Youssef & Amer (1989). Neuforge (1993) obtained
from the Sc I lines and
from Sc II lines. The average value of
was
adopted by Grevesse & Noels (1993) and was kept in the
newest tabular version of Grevesse et al. (2007), which is
somewhat higher than the meteoritic value of
.
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Figure 1: Adopted level structure of the Sc I and Sc II atom taken from the NIST data bank. Explicitly calculated line transitions are indicated, where continuous lines refer to allowed and dotted lines to forbidden transitions according to selection rules assuming LS coupling. |
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It should be noted that local thermodynamic equilibrium (LTE) has been assumed in previous papers about scandium abundance determinations, and an NLTE investigation of the scandium element has never been published. In general, departures from LTE are commonplace and often quite important, in particular for low surface gravities or metallicities, with minority ions and low-excitation transitions the most vulnerable (see the review paper of Asplund 2005). In the Sun and other near-turnoff stars, the ionization energy of Sc I (6.56 eV, see Fig. 1) indicates that this is a minority ion. Lines of Sc I should therefore be more susceptible to NLTE, because any small change in the ionization rates largely changes the populations of the minor ion, although there is no guarantee that Sc II lines behave properly in a standard LTE analysis.
In this paper we investigate the statistical equilibrium and formation of neutral and singly-ionized scandium lines in the solar photosphere. We note that we do not intend to study the influence of atmospheric inhomogeneities on any scale or that of chromospheric temperatures and pressures. The method of NLTE calculations is briefly introduced in Sect. 2. In Sect. 3 the synthesis of the Sc I and Sc II lines under NLTE and hyperfine structure is presented. The discussion fills the last section.
Abandoning the LTE approximation introduces a great deal of additional complexity into the line formation calculations. Under NLTE conditions, the atomic populations are described by a set of statistical equilibrium equations in which radiative and collisional processes are to be taken into account. Our calculations were carried out with a revised version of the DETAIL program (Butler & Giddings 1985), which solves the radiative transfer and statistical equilibrium equations by the method of accelerated lambda iteration.
Our calculations were performed on a partially ionized background
medium consisting of a plane-parallel, homogeneous, line-blanketed
theoretical model of the solar photosphere, which includes a simple
approach to convective equilibrium based on the mixing-length
theory. The model was computed with the MAFAGS code (Fuhrmann et al.
1997). In contrast to the line formation itself, the
atmospheric model assumes LTE to obtain the final
temperature-pressure stratification. It uses opacity distribution
functions (ODF) for line-blanketing, based on Kurucz (1992),
and calculated with opacities rescaled to a solar iron abundance log
(Fe) = 7.51 (more details are found in Gehren
et al. 2001). The resulting atmospheric stratifications of
temperature and pressure are similar to those given by other solar
models (see comparison in Grupp 2004, Fig. 15).
A comprehensive atomic model is required for NLTE calculations.
Similar to other iron-group elements, scandium has a complex atomic
structure. Our atomic reference model is constructed from 256 and 148 levels for neutral and singly-ionized scandium,
respectively. Energies for these levels are taken from the NIST data
bank. After a few early test
calculations with this complete fine structure model, we found that
the calculations could be considerably reduced by combining all fine
structure levels into 92 and 79 terms for Sc I and
Sc II, respectively. The corresponding fine structure data
were appropriately weighted to determine term energies. The atomic
term model used for our calculations is displayed in Fig. 1. It shows that completeness is fading at high excitation
energies, with energy gaps of between 0.3 and 1.0 eV for the neutral
doublets and quartets, and gaps of
1.5 eV for the ionized
singlets and triplets.
The number of bound-bound transitions treated in the NLTE calculations is 1104 for Sc I and 1034 for Sc II, numbers again considerably reduced from the original level transitions. Wavelengths and oscillator strengths of the fine structure transitions are taken from Kurucz's database (Kurucz & Bell 1995), and they are weighted by statistical weights to yield artificial term transitions. A Grotrian diagram for Sc I and Sc II is displayed in Fig. 1. Solid and dotted lines represent the allowed and forbidden transitions included in the model atom, respectively. Since the reduction of the fine structure model atom does not affect the resulting calculations of the population densities, it is unlikely that the hyperfine structure (HFS) has any direct influence on the NLTE results, particularly since the known HFS is small.
For bound-free radiative transitions in the Sc atom, hydrogen-like photoionization cross-sections (Mihalas 1978) are adopted, because data from the Opacity Project (OP; see Seaton et al. 1994) are not available. In our current analysis this may be the most uncertain representation. In previous studies of Fe (Gehren et al. 2001), and K (Zhang et al. 2006), where complex calculations of such cross-sections were available, we found that hydrogenic approximations occasionally tend to underestimate the photoionization cross-sections by one or two orders of magnitude. The effect on the NLTE analysis is examined below.
As usual, background opacities are calculated with an opacity sampling code based on the line lists made available by Kurucz (1992). Since background opacities affect the photoionization rates directly, their consideration is important. We note, however, that the millions of faint lines, which may be somewhat more important for model atmosphere construction, are marginal for our line formation calculations.
In our calculations for Sc, we take into account inelastic
collisions with electrons and hydrogen atoms leading to both
excitation and ionization. Because laboratory measurements and
detailed quantum mechanical calculations for collision
cross-sections are absent, approximate formulae are applied. The
formulae of van Regemorter (1962) and Allen (1973)
are used to describe the excitation of allowed and forbidden
transitions by electron collisions, respectively. Ionization
cross-sections for electron collisions are calculated with the
formula of Seaton (1962). Drawin's (1968, 1969)
formula as described by Steenbock & Holweger (1984) is used
to calculate neutral hydrogen collisions. Recently it was indicated
both experimentally and theoretically that Drawin's formula
overestimates the H collisional cross-section by one to six orders
of magnitude (e.g. Belyaev et al. 1999; Belyaev & Barklem
2003), so a scaling factor
is applied to the
Drawin formula in our calculations, for which results are given
below.
The atomic model described above still has a number of free
parameters that represent our ignorance of the microscopic
interaction processes. Whereas the number of levels (terms) and
lines (transitions) comprises the basic structure of the two lower
scandium ions, it is the interactions that require some additional
fine tuning. As explained above, we introduce standard
multiplication factors for electron collisions, hydrogen collisions,
and photoionization cross-sections. These factors are defined with
respect to the standard formulae for these three types of processes,
which were mentioned in Sect. 2.1. Using the
standard atomic model, departure coefficients
for Sc I and Sc II terms in the
solar atmosphere are presented in Fig. 2. The standard
model refers to
= 1,
= 0.1, and
= 1.
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Figure 2:
Departure coefficients bn for some levels of
Sc I and Sc II in the ODF solar atmospheric model
applying our standard atomic model with multiplication factors ![]() ![]() ![]() |
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Figure 3:
Departure coefficients bn for levels
of Sc I and Sc II in the ODF solar atmospheric model
testing the multiplication factors ![]() ![]() ![]() |
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Table 1: Atomic data and abundance results for Sc I and Sc II lines.
Since there are no other strong indicators, it is necessary to
explore the influence of such a parametric variation in interaction
strengths on the level population densities. This is done by varying
only one parameter at a time while holding all others at their
standard values, and the results are surprising in that we find no
strong influence for either of the multiplication factors (Fig. 3). All calculations represented here document the extreme
weakness of the solar Sc I lines resulting from both the low
abundance and the low ionization potential. All lines thus form in
the same atmospheric depths as the local H- continuum. There the
mean integrated line intensities become constant (and the net
bound-bound radiative rates positive, or upwards) outside
.
All the lower levels (those with less than
eV excitation energy) are therefore depopulated by this
collective pumping process, whereas the upper levels are
simultaneously populated. However, no true population inversion is
achieved. Photoionization rates from the lower levels are low, but
mostly higher than the corresponding recombination rates. This again
supports the depopulation of the lower levels throughout the solar
atmosphere. Of course, the radiative rates are modified by collision
rates, and the total rates are driven more towards zero net rates,
but this does not prevent the general depopulation trend.
Figure 3 demonstrates clearly that even relatively large
variations in the multiplication factors do not change the run of
the level populations too much. There are thermalizing effects when
increasing electron or hydrogen collision factors, but these affect
the population ratios, and not the departure coefficients
themselves very much. A notable exception is represented by the = 10, because this starts to couple the lower terms more efficiently
to the upper ones and thus thermalizes the whole Sc I system.
The lack of variation with
is simply due to the decoupling of
the radiation field and the small hydrogen-like photoionization
cross-sections.
Sc II is the dominant ion of the element under solar
atmospheric conditions, with more than 99% of the scandium atoms
being ionized under the atmospheric conditions found in the Sun. Its
lines are substantially stronger than those of Sc I, although
not comparable in line strength with other metals. Only the
strongest lines form outside
.
Figure 3
shows that all Sc II lines in the visible spectrum are formed
near to LTE conditions. There is no clear indication how to select
the proper scaling factors. In view of the minor changes due to
parameter variation, we choose typical factors to establish the
standard model atom (see Fig. 2). Since this choice may
affect the line formation in stars different from the Sun, we will
extend the analysis for metal-poor stars to obtain a more
significant choice of the scaling factors.
In this section, we investigate the formation of Sc I and Sc II lines in the solar atmosphere and derive the scandium
abundance based on spectrum synthesis. Lines in the solar spectrum
are calculated using the plane-parallel hydrostatic MAFAGS-ODF solar
model atmosphere with
K,
,
[Fe/H] = 0.00,
km s-1 (for a more detailed
comparison with opacity sampling models see Grupp
2004). An initial scandium abundance of log
(Sc) = 2.99 is adopted here. It should be noted
that the atmospheric model of the Sun does not depend on the
scandium abundance. For all elements except scandium, we assume LTE.
For the solar abundance analysis we selected 4 Sc I and 17 Sc II lines, which ideally should satisfy the following conditions: they are relatively free from blends, and oscillator strengths and hyperfine splitting parameters are available. However, both conditions are not always guaranteed. In particular, HFS data for the ground state of Sc II are missing making the analysis of the corresponding lines more uncertain. Unfortunately, the number of sufficiently strong lines in the visible of both ions is very limited, and in metal-poor stars this requires concentration on the leading lines of Sc II, since the equivalent width of Sc I 4023 in typical turnoff stars is less than 0.5 mÅ.
To determine the solar abundance, it is necessary to know the
accurate oscillator strengths (f values) of the spectral lines.
Two sets of oscillator strengths are applied and compared in our
abundance determinations: (i) theoretical values taken from
Kurucz' database, and (ii) experimental data of
Lawler & Dakin (1989), which were based on lifetimes
measured by Marsden et al. (1988) together with branching
fractions. Van der Waals damping constants log C6 are computed
according to the Anstee & O'Mara (1991, 1995)
interpolation tables. Input parameters needed to perform spectrum
synthesis for the selected lines are given in Table 1. The
different sets of f-values from Kurucz and from Lawler & Dakin
are compared in Fig. 4. There is a small systematic
offset between the two data sets, with a mean
.
The corresponding line data for our line
fits are reproduced in Table 1.
In solar system matter, scandium is represented only by the 45Sc isotope. Similar to other odd-Z elements, hyperfine structure interactions between nuclear and electronic wave functions split the absorption lines of Sc into multiple components. Hyperfine structure components of line transitions are calculated as usual from magnetic dipole splitting constants, A(J), and electric quadrupole splitting constants, B(J), of the corresponding levels. For most of the lines the HFS components fall into small intervals; we therefore combine all components within 5 mÅ (Sc I) or 10 mÅ (Sc II), which reduces many HFS patterns to two or three coadded lines. The basic data are given in Table 2. Abundance differences with respect to the full HFS pattern are all within 0.01 dex.
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Figure 4:
Comparison of ![]() ![]() |
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Table 2: Hyperfine structure data for Sc I and Sc II levels used in this analysis.
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Figure 5:
Representative solar line profiles for
Sc I and Sc II. Always shown are the NLTE and LTE
profiles for the given abundance, where the NLTE profiles refer to
the best fit.
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The observed solar flux spectrum was taken from the Kitt Peak Atlas
(Kurucz et al. 1984). Spectrum synthesis was employed to
determine the abundance of scandium in the solar atmosphere. As in
earlier work we used the interactive spectral line-profile fitting
program SIU, which is an IDL/Fortran software package (Reetz
1990). To match the observed spectral lines, the synthetic
spectra were convolved with a mean solar rotational velocity of 1.8 km s-1 and a radial-tangential macroturbulence
which is found to vary for lines of different mean depth of
formation between 2.8 and 4.0 km s-1.
Except for the obvious influence of strong metal or Balmer line
wings in the spectral range under consideration, we reset the local
continuum position interactively to the maximum flux in a
interval around the line center. This is never a problem,
because our spectrum synthesis includes all important lines and thus
allows confirmation of the local maximum flux estimate. Any
uncertainty in this process, even in the yellow wavelength range
between 5700 and 5850 Å where the solar atlas displays a
continuum that is systematically high by
,
is smaller than
the general profile fitting error. Our estimate of its influence on
the abundances is
0.01 dex.
Line profiles are computed under both LTE and NLTE assumptions:
fitted to the observed profiles by means of scandium abundance
variations. Column 10 of Table 1 reproduces the
logarithmic abundances
of the fits including a
number of weak blends on either side of the profiles. They are
based on Kurucz' log gf values and NLTE level populations. The
logarithmic corrections due to weak blends are listed in the
column. Thus, fitting the lines without blends
would have resulted in a higher logarithmic abundance
.
The difference required to fit LTE and
NLTE profiles is referred to as the NLTE correction (
); it
is given in Col. 13 of Table 1 for each line.
Equivalent widths from NLTE profile fits (see Fig. 5) are
given in Col. 6 of Table 1. The last three columns
give the number of components, the maximum wavelength separation
(in mÅ) of the hyperfine structure (HFS) lines and an asterisk,
if HFS data are missing for one of the levels (cf. Table 2).
Some of the synthetic profiles for selected lines, together with the observed solar spectrum, are presented in Fig. 5. Whenever available, we have included known blends. For comparison we show profiles under LTE and NLTE conditions including HFS. Generally, all neutral lines are much fainter in NLTE due to significant underpopulation, whereas lines of ionized scandium are slightly stronger under NLTE conditions.
A marginal line core asymmetry with the observed line bisectors shifted 1 or 2 mÅ to the red seems to exist. This is known from the solar spectrum synthesis of other metals, such as Si, Ca, or Mn. It is probably the result of hydrodynamic streaming patterns that cannot be represented by our simple micro-/macroturbulence scheme. A more disturbing defect is the near-continuum flux deficiency of the red line wing, best seen in the 5657 and 6245 Å lines. This feature is also found in other metals. Sometimes addressed as the result of a weak line haze or blends, the systematic blue-red asymmetry is more likely to result from hydrodynamic flows, too. We emphasize, however, that this wavelength region displays a particularly disturbed solar continuum flux. Table 1 already gives a hint that some of the lines synthesized here suffer from missing HFS data. Unfortunately, the strongest lines of both ions are affected, requiring more detailed comments.
Sc I 4023.69 Å has been calculated with only the HFS split
of the
level. That this is possibly a fair but
not perfect representation of the true hyperfine structure width of
the line is documented in Fig. 5a, where the synthesized
line halfwidth fits that of the solar spectrum. However, the total
separation of the HFS components is small (see Table 1).
Another distortion is caused by a number of faint line blends on the
red core and wing of this line. The known components are two highly
excited faint Mn I lines at 4023.72 and 4023.84 Å, for
which no HFS data are available. There is also a faint Cr I line at 4023.74 Å. These blends have been considered in Fig. 5a, but even the two lines within 50 mÅ of the
Sc I line center have no influence on the fit of the core.
Introducing these blend components and fitting the full core profile
results in a Sc line abundance change below 0.01 dex. The
remaining red wing depression centered on 4023.84 Å may be the
result of the unknown Mn I HFS.
Sc I 5081.55, 5671.80, and 5686.83 Å are substantially fainter neutral Sc lines, with solar equivalent widths of only 12, 14, and 9 mÅ, respectively. That makes the line abundances be sensitive to the continuum position, which is particularly uncertain between 5600 and 5700 Å. Only one of the lines is presented in Fig. 5b. Although most of the Sc lines were chosen to be as free of blends as possible, the wings of the 5671.80 Å line are covered by quite a few weak lines of Mn I, Fe I, and Ti I, all of which are in the range of equivalent widths between 0.5 and 1.5 mÅ. These lines have central depths between 1 and 2% of the continuum flux, and their (Gaussian) wings give some combined contribution to the Sc line core. Thus the full influence of the weak blends on the Sc abundance of this line is -0.04 dex. For the other two lines, the blend corrections are -0.04 and -0.07, respectively.
Sc II 4246.83 Å is one of the strongest lines of
Sc II in the visible. It contains two weak blends on the blue
line wing. Due to missing HFS data for the lower level,
,
the resulting profiles are not as reliable as
those obtained for the excited levels. This is evident from Fig. 5c, where the line width of the profile with the originally
calculated HFS components does not fit the observed solar profile
unless the HFS separation is increased by 5 mÅ moving the second
component from 4246.839 Å to 4246.844 Å. This is a purely
empirical correction; however, it is the only way to fit the solar
line profile without postulating an unknown blend.
Sc II 5526.81 Å and 5657.87 Å (Figs. 5d and e) represent the lines on the flat part of the curve-of-growth; i.e., they strongly depend on the microturbulence parameter. Their hyperfine structure is known and seems to fit the solar spectrum for both lines. There are two blends on the red wing of the 5526 Å line, but not near enough to the core of the Sc line to affect the abundance. A few weak neutral Cr, Fe, and V lines on both wings of the 5657 Å line have no influence on the abundance either.
Sc II 6245.63 Å belongs to the group of well-separated, unblended weak lines. Again, the hyperfine structure fits the observed spectra as shown in Fig. 5f. This line lies on the extended wing of Fe I (816) 6246.334 Å, but that does not change the line abundance.
Altogether, the remaining influence of blends is small, with
,
but it is systematic in that it
always reduces the mean Sc abundance. It is even more
important because it tends to reduce the peaks of the abundance
distribution.
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Figure 6: Solar Sc abundances based on Kurucz gf values for lines of Sc I (filled circles) and Sc II (open circles) plotted as function of the line equivalent widths. The mean abundance from Sc I lines is represented by the dotted line, that of Sc II by a continuous line. Top: LTE, bottom: NLTE. |
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Our method of spectrum synthesis yields the product of the
oscillator strength for a given transition and the abundance of the
element,
.
The results are reproduced in
Table 1 assuming NLTE conditions. Using the values obtained for
and the
values from different
data sets, we computed Sc abundances for the individual lines.
Figure 6 shows LTE and NLTE abundance results based on the Kurucz
calculated oscillator strengths for all lines as a function of their
equivalent widths.
Under the LTE assumption, absolute solar abundances determined from
Sc I lines are significantly lower than the values obtained
for the Sc II lines. The mean LTE abundances for 4 Sc I and 17 Sc II lines are
dex and
dex, respectively. This discrepancy of the
ionization equilibrium is resolved in NLTE calculations. Under NLTE
assumption, Sc I and Sc II lines give very consistent
abundance results, i.e.
dex and
dex,
respectively. Using Kurucz' gf values, the mean abundance for all
21 Sc lines under NLTE is
dex.
Using instead the laboratory
values of Lawler & Dakin, the mean
abundance of 17 Sc lines under NLTE is
dex. The ionization
equilibrium differs by 0.03 dex. While the results for both sets of gf values
are a brilliant justification of the NLTE assumption itself, it seems that the
experimental gf values provided by Lawler & Dakin (1989) should be
slightly more reliable than those calculated by Kurucz. However, the standard
deviation of the experimental data is slightly higher.
Although still far from complete, the experimental hyperfine structure data are compatible with the observed solar line profiles, with the exception of a few lines, for which either lower or upper level HFS data are missing. We have not attempted to determine abundances without HFS, because the profile fits were far from realistic in most cases (in particular for Sc II). The general trend of such an analysis would be a relative increase in the abundances as a response to a decrease in line broadening, which affects mostly the few lines on the flat part of the curve-of-growth.
Depending on whether calculated gf values of Kurucz & Bell (1995) or
experimental gf values of Lawler & Dakin (1989) are preferred, the
solar scandium abundance is
A completely different systematic abundance error could result from
the solar model atmosphere. In the above investigation we started
the statistical equilibrium and the synthetic spectrum calculations
with our standard ODF model atmosphere,
which is very much the same as that of Kurucz (1992), and it
makes use of his opacity distribution functions, corrected for metal
abundance. Such ODF models tend to have slightly lower temperatures
near optical depth
.
Opacity sampling (OS) models are
different. Their higher temperatures are essentially the reason for
the insufficient fit the solar Balmer lines (see Grupp 2004).
Since the temperature difference for the solar OS model of Grupp is
only around 40 K or less, it changes the Sc line formation by a
negligible amount. The abundance entries in Table 1
document that there is a mean abundance difference in the sense
ODF-OS of only -0.016 dex.
Comparison with the results obtained for the ODF model atmosphere
shows that the solar scandium abundance for the laboratory gfvalues of Lawler & Dakin,
,
is off the meteoritic value of 3.04 by 0.09 dex. A
large fraction of the remaining scatter of the single line
abundances seen in Fig. 6b is probably caused by the
uncertain gf values, both for calculated and experimental data.
While previous analyses could not confirm a correspondence between
photospheric and meteoritic Sc abundances due to a relatively large
line-by-line scatter, our results reduce the problem to a simple
discrepancy. Kurucz' f-values lead to a solar Sc abundance well in
agreement with the meteoritic value, whereas the experimental data
of Lawler & Dakin deviate from that reference by nearly
.
Currently, there is no hint as to why photospheric scandium should
differ in abundance from that found in chondrites.
Acknowledgements
This project was supported by the Deutsche Forschungsgemeinschaft (DFG) under grants GE490/33-1 and 446 CHV 112/1, 2/06, and by the National Natural Science Foundation of China under grants No. 10778612, 10433010, and 10521001, and by the National Key Basic Research Program (NKBRP) No. 2007CB815403. H.W.Z. and G.Z. thank the Institute of Astronomy and Astrophysics of Munich University for warm hospitality during a productive stay in 2006 and 2007.