5.2. General Techniques
The abundance analysis for absorption lines is, in principle, much simpler than for the emission lines because the absorption yields direct estimates of the ionic column densities. One only has to apply an ionization correction to convert the column density ratios into relative abundances. The logarithmic abundance ratio of any two elements a and b is related to their column densities by,
 (1)
 (1) 
where (b / a) is the solar abundance ratio, and N and f  
are  respectively the column densities and ionization fractions 
of elements a and b in ion states i and j. 
If the gas is in photoionization equilibrium and optically thin at all 
far-UV continuum wavelengths, the correction factors,
f (bj) / f (ai), 
depend only on the shape of the ionizing spectrum and the ionization 
parameter U (defined as the dimensionless ratio of the gas to 
hydrogen-ionizing photon densities at the illuminated face of the cloud).
is the solar abundance ratio, and N and f  
are  respectively the column densities and ionization fractions 
of elements a and b in ion states i and j. 
If the gas is in photoionization equilibrium and optically thin at all 
far-UV continuum wavelengths, the correction factors,
f (bj) / f (ai), 
depend only on the shape of the ionizing spectrum and the ionization 
parameter U (defined as the dimensionless ratio of the gas to 
hydrogen-ionizing photon densities at the illuminated face of the cloud). 
Figure 6 shows theoretical ionization fractions,
f(Mi), for 
various metals, M, in ion stage, i, as a function of the ionization 
parameter, U, in optically thin photoionized clouds (from
HF99). 
The HI fraction, f(HI), is shown across the top of 
the figure. The calculations were performed using CLOUDY (version 
90.04,
Ferland et al. 1998)
with a power-law ionizing spectrum 
with index  = -1.5, where
f
 = -1.5, where
f 
  
 
 . 
Note that the results in Figure 6 are not
sensitive to the specific  
densities or abundances used in the calculations (within reasonable 
limits, see
Hamann 1997).
Ideally, we would constrain the ionization 
state (i.e. U) in Figure 6 by comparing
the column densities in  
different ionization stages of the same element. We can also constrain the 
ionization by comparing ions of different metals with some reasonable 
assumption about their relative abundance. With U thus constrained, 
Figure 6 provides the correction factors needed 
to derive abundance ratios from Eqn. 1. Repeating this procedure 
with calculations for different ionizing spectral shapes 
yields estimates of the theoretical uncertainties
(Hamann 1997).
. 
Note that the results in Figure 6 are not
sensitive to the specific  
densities or abundances used in the calculations (within reasonable 
limits, see
Hamann 1997).
Ideally, we would constrain the ionization 
state (i.e. U) in Figure 6 by comparing
the column densities in  
different ionization stages of the same element. We can also constrain the 
ionization by comparing ions of different metals with some reasonable 
assumption about their relative abundance. With U thus constrained, 
Figure 6 provides the correction factors needed 
to derive abundance ratios from Eqn. 1. Repeating this procedure 
with calculations for different ionizing spectral shapes 
yields estimates of the theoretical uncertainties
(Hamann 1997). 
If the data provide no 
useful constraints on U (because too few lines are measured) 
or multiple constraints imply a range of ionization states  
(as in the za  ze system of UM 675,
Hamann et al. 1995b),
we can still derive conservatively low values of f(HI) /
f (Mi) and thus [M/H] by assuming each 
metal line forms where that ion is most abundant (i.e. at 
the peak of its f (Mi) curve in
Figure 6). 
We can also place firm lower limits on the [M/H] ratios by 
adopting the minimum correction factor for each Mi. 
(Every f(HI) / f (Mi) ratio has a well-defined 
minimum at U values near the peak in 
the f(Mi) curve.)
Hamann (1997)
presented numerous 
plots of the minimum and conservatively small ionization 
corrections for a wide range of ionizing spectral shapes. 
Note that the correction factors for some important 
metal-to-metal ion ratios, such as 
FeII / MgII and PV / CIV, also have well-defined minima 
that are useful for abundance constraints (see also 
HF99 and
Hamann et al. 1999).
 ze system of UM 675,
Hamann et al. 1995b),
we can still derive conservatively low values of f(HI) /
f (Mi) and thus [M/H] by assuming each 
metal line forms where that ion is most abundant (i.e. at 
the peak of its f (Mi) curve in
Figure 6). 
We can also place firm lower limits on the [M/H] ratios by 
adopting the minimum correction factor for each Mi. 
(Every f(HI) / f (Mi) ratio has a well-defined 
minimum at U values near the peak in 
the f(Mi) curve.)
Hamann (1997)
presented numerous 
plots of the minimum and conservatively small ionization 
corrections for a wide range of ionizing spectral shapes. 
Note that the correction factors for some important 
metal-to-metal ion ratios, such as 
FeII / MgII and PV / CIV, also have well-defined minima 
that are useful for abundance constraints (see also 
HF99 and
Hamann et al. 1999).