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3. Atomic data

3.1. Energy levels

In general the energy levels are taken from the NIST (Martin et al. 1995) database. For those levels not available from the NIST database we have calculated theoretical energies using the UCL SSTRUCT program (Eissner et al. 1974). These have been carefully adjusted to provide what we consider to be our "best estimates" of the predicted energy values for individual ions. In those cases where there is no reliable energy, the energy is taken from the target values in the atomic scattering calculation.

The energy levels are generally arranged so that the higher energy levels correspond to a higher index. However, we have found that it is often more useful to use a fixed ordering for the LSJ levels throughout an isoelectronic sequence in order to aid in data evaluation and in data interpolation and extrapolation.

3.2. Radiative data

For each ion, one file contains the radiative data including wavelengths, weighted oscillator strengths and A values. The wavelengths are calculated from the energy levels based on observed spectra. If values of the observed energy levels are not available, the wavelength is calculated from the theoretical wavelength but is stored in the file as a negative value to distinguish reliable wavelengths from predicted wavelengths. All wavelengths are vacuum wavelengths. Radiative transition probabilities (A values) are generally taken from the literature. Transitions for which the branching ratio is less than 10-5 have been removed from the files that are generally distributed but are still available.

In a number of cases, the radiative data are not available in the literature and we have used the radiative code SSTRUCT, described in Eissner et al. (1974), to calculate theoretical energy levels and radiative data. A scaled central potential is used to obtain the one-electron radial wavefunctions and the scaling parameters are obtained by minimizing the term energies. Using the code is relatively simple--the main inputs being the charge of the ion and the configurations to be used in the model--however some care has to be taken in the choice of configurations to ensure the accuracy of the energy levels and radiative transition probabilities.

SSTRUCT can calculate electric dipole (E1) and quadrupole (E2), and magnetic dipole (M1) and quadrupole (M2) transition probabilities. For Chianti, the code has been used for three main cases: ions for which no electronic version of the radiative data exists--in such cases the SSTRUCT data was checked against the original data, e.g., Fe X; ions for which the previously calculated radiative data could be improved upon, e.g., Fe IX; individual ion transitions for which radiative data was unavailable, e.g., Fe XIII. Where SSTRUCT has been used, the configurations used in the calculation are documented in the radiative data files.

3.3. Electron collisional data

The electron collisional excitation rate coefficient (cm3 s-1) for a Maxwellian electron velocity distribution with a temperature tex2html_wrap_inline3826 (K), is given by:


equation396

where tex2html_wrap_inline3828 is the statistical weight of level i; Ei,j is the energy difference between levels i and j; k is the Boltzmann constant and tex2html_wrap_inline3840 is the thermally-averaged collision strength:


equation410

where Ej is the energy of the scattered electron relative to the final energy state of the ion. The collision strength tex2html_wrap_inline3540 is a symmetric (tex2html_wrap_inline3846), dimensionless quantity. It is related to the electron excitation cross-section tex2html_wrap_inline3848, where tex2html_wrap_inline3850 is the area of the first Bohr orbit and E is the incident electron energy in Rydbergs. The electron de-excitation rates are obtained by the principle of detailed balance.

Collision strengths are obtained from theoretical calculations. The solution of the electron-ion scattering problem is complex and requires extensive computing resources. The accuracy of a particular calculation depends on two main factors. The first is the representation which is used for the target wavefunctions, the second is the type of scattering approximation chosen.

The target must take account of configuration interaction and allow for intermediate coupling for the higher stages of ionization. The main approximations used for electron-ion scattering are Distorted Wave (DW), Coulomb Bethe (CBe) and the more elaborate Close-Coupling (CC) approximation. The DW approximation neglects the coupling of the channels (target + scattering electron). Since the scattering electron sees a central field potential, the DW approximation is valid for systems which are more than a few times ionized. The University College London (UCL) DW program (Eissner & Seaton 1972) has been extensively used by Nussbaumer, Flower, Mason, Bhatia and co-workers. For high partial wave values of the incoming electron, the CBe approximation (Burgess & Shoerey 1974) is valid, when it is assumed that the scattering electron does not penetrate the target.

The Coulomb Born (CB) approximation has been used extensively in early work. This takes no account of the distortion of the scattering electron's wavefunction due to the central field potential. The Coulomb Born Oppenheimer (CBO) approximation includes exchange (cf. Burgess et al. 1970).

Extreme care must be taken to ensure that the high partial wave contribution is accurately accounted for in both dipole and non-dipole transitions. This has not always been the situation in published results. The Burgess & Tully (1992) scaling method allows one to determine whether or not the electron scattering calculations are tending towards their correct high energy or temperature limits. Burgess et al. (1996) use the Coulomb Born approximation to determine the high energy limits for non-dipole transitions.

In the CC approximation, the scattering electron sees individual target electrons, the channels are coupled and a set of integro-differential equations are solved. A CC code which has been extensively used is the R-matrix package (Burke et al. 1971; Berrington et al. 1978) developed at Queens University of Belfast (QUB). The CC approximation is the most accurate. It is also the most expensive in terms of computing resources and it has sometimes been necessary to truncate the size of the target, i.e. the number of interacting configurations which are included. Sometimes pseudo states (non-spectroscopic orbitals) are used to simulate the missing configurations. In practice, the accuracy of any calculation depends on the target as well as the scattering approximation, so it should not automatically be assumed that CC results are always better than DW results. In general DW is thought to be accurate to about 25tex2html_wrap_inline3854 and CC to better than 10tex2html_wrap_inline3854. The agreement between CC and DW calculations for allowed transitions is usually excellent (Burgess et al. 1989, 1991). Resonance structures can contribute significantly to the excitation rates, particularly for forbidden and intersystem lines and these generally can be accounted for only by the CC models. Although resonances can contribute significantly to the excitation rates, the process of radiation damping can reduce their effect for highly ionized systems. This importance of this process has only recently been acknowledged and allowing for it is still not straightforward.

It is important that electron scattering calculations for highly ionized systems take account of the spin-orbit effect and other relativistic corrections to the target wavefunctions. For low stages of ionization, the transformation from LS coupling to intermediate coupling (IC) is straightforward - it is just algebraic. However, for higher stages of ionization, the transformation from LS to IC must take account of the relevant relativistic interactions as a perturbation to the non-relativistic Hamiltonian. The scattering calculations are often carried out with target in LS coupling, including some one-body terms, then the target is transformed using term coupling coefficients (TCC) from an atomic structure calculation in IC coupling (cf. (Saraph 1972).

A relativistic DW code has been developed by Sampson, Zhang and co-workers (Zhang & Sampson 1994) based on the multi-configuration Dirac-Fock program of Grant and co-workers (Grant et al. 1980). It does not calculate the resonance structure or allow for the coupling between channels. A Dirac-Fock R-matrix (DARC) package has been developed by Norrington & Grant (1987). Comparisons of collision data between the Dirac-Fock R-matrix, relativistic distorted wave, Breit-Pauli R-matrix, and R-matrix with TCC's is generally good for the iron ions and elements with Z tex2html_wrap_inline3860 26.

Recent advances in laboratory techniques have enabled more accurate determinations of the electron excitation rate coefficients for ions. This field of research is too extensive to cover in this paper but excellent reviews are given by Henry (1993) and Dunn (1992).

A semi-empirical formula commonly used in astrophysics is the effective Gaunt factor or tex2html_wrap_inline3538 approximation (Van Regemorter 1962). This is based on the CBe approximation and relates the collision strength to the oscillator strength for electric dipole transitions:


equation442

With this formula, it is possible to estimate an electron excitation rate when only the oscillator strength is known.

Younger & Wiese (1979) assessed the reliability of the effective Gaunt factor approximation. They found that for tex2html_wrap_inline3864 transitions in alkali-like ions (where n is the principal quantum number), the Gaunt factor is within 25% of unity and varies slowly with energy. They proposed an approximate expression for the Gaunt factor as a function of Z and incident energy for the tex2html_wrap_inline3864 case. For the case tex2html_wrap_inline3872, they found that the Gaunt factor varies from 0.05 to 0.7 as a function of energy and concluded that it was not possible to produce a reliable approximation to the effective Gaunt factor. They also conclude that the effective Gaunt factor approximation is unsuitable for forbidden and intercombination transitions. These often have resonances in the collision strength, which are quite narrow in energy and numerous so that they can make a substantial contribution to the excitation rate in addition to the nonresonant component. More recently, Sampson & Zhang (1992) have re-assessed the use of the Van Regemorter formula. They found it to be frequently a very poor approximation, especially for tex2html_wrap_inline3874 excitation transitions and recommended that with the present availability of accurate atomic data, the use of the Van Regemorter formula should be abandoned.

Mewe (1972) and Mewe & Gronenschild (1981) abandoned the simple Van Regemorter formula and introduced a polynomial with four terms AnE-n and a logarithmic term tex2html_wrap_inline3878 expressing the electron energy (E) dependence of the electron excitation Gaunt factor. This expression can be integrated over a Maxwellian electron energy distribution. The coefficients An can be adjusted to fit both calculated collision strengths and measured excitation rates as well as to estimate collision strengths when only few or even no calculations exist. The inclusion of the logE term provides the capability of having the correct functional form at high electron impact energies.

3.4. Assessment of electron excitation data

Considerable effort has recently been put into the assessment of published atomic data, in particular electron excitation rates. A workshop on this topic was held in Abingdon in March 1992 sponsored by the SOHO CDS and SUMER projects. The proceedings, edited by J. Lang, are published as a single volume of the Atomic Data and Nuclear Data Tables (Lang 1994). Review papers are presented on each of the isoelectronic sequences from H-like to Ne-like, together with several Si and S ions and Fe I-Fe XXVI. These reviews critically assess published data and provide tables or graphs of recommended tex2html_wrap_inline3542 values. This work together with the bibliography of Itikawa (1991) and the compilation by Pradhan & Gallagher (1992) provide a comprehensive survey of the electron excitation rates required for spectral diagnostics of astrophysical plasmas. In the meantime, new calculations of tex2html_wrap_inline3540's and tex2html_wrap_inline3542's continue to become available.

The ions of iron pose a difficult challenge for electron scattering calculations, because of the complexity required to accurately represent the n=3 configurations. Mason (1994) has assessed available publications for the coronal ions Fe IX-Fe XIV. She found that existing electron excitation data are severely limited in accuracy. Subsequently, new data for Fe X and Fe XI have been calculated by Bhatia & Doschek (1995a, 1996), which are used here. However, there still remain serious inadequacies with the current atomic data and detailed work using the CC approximation and very accurate targets (including relativistic effects) is underway as part of the Iron Project (Hummer et al. 1993) to remedy this situation. We intend to incorporate these results in future releases of CHIANTI.

Electron excitation data are provided by authors in many different formats. Some give tex2html_wrap_inline3540 as a function of energy, others give tex2html_wrap_inline3542 as a function of temperature. Our task has been to gather these electron excitation data together, to assess it and to present it in a compressed and easily accessible format. Burgess & Tully (1992) provide a very useful method for critically examining the electron scattering data and highlighting differences between calculations. The method is based on scaling the incident electron energy and the collision strength so that they both fall within a given, finite range. Each "type" of transition (ie electric dipole allowed, forbidden, intercombination) is treated differently. Taking the case of dipole (allowed) transitions as an example, the formulation for the scaled energy, x, is given by tex2html_wrap_inline3900 and the scaled collision strength, y, by tex2html_wrap_inline3904 where X is the colliding electron energy in threshold units and C is a variable which can be adjusted to suit the case. The scaled energy x varies between 0 (threshold) and 1 (infinite energy). The high energy limit for tex2html_wrap_inline3540 and high temperature limit for tex2html_wrap_inline3542 is obtained from the Coulomb Bethe approximation; it is simply tex2html_wrap_inline3916 , where tex2html_wrap_inline3918 is the weighted dipole oscillator strength and Ei,j is the energy difference in Ryd.

Burgess & Tully's interactive graphical programs are written in BBC BASIC. They are not very portable and cannot be run on Unix workstations, although they can be run on PC type machines with an emulator. In this work we have developed IDL routines based on the Burgess & Tully (1992) concept and methods, called BURLY (from BURgess..tulLY). An important aspect of scaling collision strengths by the Burgess and Tully approach is that the scaled values can often be approximated by a straight line so that the extrapolation of the collision strength to threshold and to infinite energy becomes relatively straightforward. A knowledge of the collision strength over the full energy range is needed to determine the integration over a Maxwellian velocity distribution which is carried out with a Gauss-Laguerre method. The collision strengths are finally expressed as a 5 point spline fit to the scaled collision strengths. Burgess et al. (1997) have developed a method for obtaining the infinite energy or temperature values of the collisional data from the Coulomb Born approximation. It is hoped that this will be incorporated into our fitting programs in a future release. We considered it to be very important to ensure that all of the collisional data, each ion and transition, should be visually examined.

The use of the Burgess and Tully scaling has revealed several problems with the calculations of tex2html_wrap_inline3540's and tex2html_wrap_inline3542's. The version of the UCL DW code that has been used until recently for most of the DW calculations requires that the energy of the incident electron be higher than the energy of the highest level of the target ion. Consequently, many DW wave calculations provide values of tex2html_wrap_inline3540 at energies considerably above the threshold so that extrapolation of the calculated points back to the threshold can be uncertain. The value at the threshold often dominates in determining the average over a Maxwellian, especially at low temperature. As pointed out by Burgess et al. (1991) and Burgess & Tully (1992), a potential problem with collision strength calculations is the tendency to include an insufficient number of partial waves, often because of their cost in terms of computing resources. The higher partial wave contributions are estimated from the Coulomb Bethe or Coulomb Born approximations or using a geometrical progression. Inadequate account of the high partial wave contribution can lead to either an overestimate or underestimate of the collision strength for allowed transitions, particularly at high incident energies, so that the collision strengths do not approach the correct high energy limit given by the Bethe approximation. This can occur with either DW or CC calculations. Examples of this have been uncovered and have been dealt with by truncating the published values at some energy or temperature and then interpolating to the high energy limit.


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