1 Introduction

A recent International Union of Pure and Applied Chemistry (IUPAC) review and analysis of Pb(II) complexation by inorganic ligands (Powell et al. 2009) noted the importance of both lead chloride and lead carbonate species in saline natural waters and concluded that “There is scope for additional careful measurements in the Pb2+ –CO3 2− –Cl system.” The need for additional careful measurements of lead carbonate complexation is driven by a paucity of high-quality data. In contrast, lead chloride complexation data are relatively abundant, but significant ambiguities in the interpretation of these data merit further attention.

Powell et al. (2009) provides a compilation of critically selected lead chloride stability constants based on 88 observations of log Clβ1, log Clβ2, and log Clβ3 at 25°C, where

$$ _{\text{Cl}} \beta_{ 1} = \left[ {{\text{PbCl}}^{ + } } \right]\left[ {{\text{Pb}}^{ 2+ } } \right]^{ - 1} \left[ {{\text{Cl}}^{ - } } \right]^{ - 1} $$
(1)
$$ _{\text{Cl}} \beta_{ 2} = \left[ {{\text{PbCl}}_{ 2}^{0} } \right]\left[ {{\text{Pb}}^{ 2+ } } \right]^{ - 1} \left[ {{\text{Cl}}^{ - } } \right]^{ - 2} $$
(2)
$$ _{\text{Cl}} \beta_{ 3} = \left[ {{\text{PbCl}}_{ 3}^{ - } } \right]\left[ {{\text{Pb}}^{ 2+ } } \right]^{ - 1} \left[ {{\text{Cl}}^{ - } } \right]^{ - 3} . $$
(3)

The ionic strength dependencies of log Clβ1, log Clβ2, and log Clβ3 were characterized via regression analyses (Powell et al. 2009) using the following specific interaction theory (SIT) function:

$${\log}\,{}_{\text{Cl}} \beta_{\text{n}} + (\Updelta {\text{z}}^{ 2} ) {\text{D}} = {\log}\,{}_{\text{Cl}} \beta_{n}^{0} + {\text{C}}_{\text{n}} I, $$
(4)

where Clβn is defined in Eqs. 13 (n = 1, 2, 3), \( _{\text{Cl}} \beta_{n}^{0} \) is a stability constant at zero ionic strength, C n is a regression constant, D is given as

$$ {\text{D}} = 0. 5 10\,I^{ 1/ 2} \left( { 1+ 1. 5\,I^{ 1/ 2} } \right)^{ - 1} , $$
(5)

and Δz2 is the sum of the squared reactant charges minus the sum of the squared product charges for the following equilibria appropriate to Eqs. 13:

$$ {\text{Pb}}^{ 2+ } + {\text{Cl}}^{ - } \leftrightarrow {\text{PbCl}}^{ + } $$
(6)
$$ {\text{Pb}}^{ 2+ } + 2 {\text{Cl}}^{ - } \leftrightarrow {\text{PbCl}}_{2}^{0}\quad {\text{and}} $$
(7)
$$ {\text{Pb}}^{ 2+ } + 3 {\text{Cl}}^{ - } \leftrightarrow {\text{PbCl}}_{3}^{ - } . $$
(8)

In the present work, the investigation of Powell et al. (2009) is used as a starting point for further refinement of lead chloride speciation depictions in natural waters. The IUPAC data set is divided into four components, and each of these component subsets is assessed via Eqs. 4 and 5. Three component data sets consist of works that contain formation constants at multiple ionic strengths (Mironov et al. 1963; Bendiab et al. 1982; and a subset of Luo and Millero 2007); the fourth component data set is constructed (Powell et al. 2009) from data in eight publications that each present formation constant data at a single ionic strength.

Additional formation constant data not utilized in the IUPAC SIT analyses are also here examined to provide further perspectives on the behavior of lead chloride complexation. We use measurements of log Clβ1, log Clβ2, and log Clβ3 obtained by Luo and Millero (2007) at ionic strengths between 0.13 and 0.44 molal to refine the Powell et al. (2009) SIT analysis of a portion of the Luo and Millero (2007) data. We also use an extensive set of log Clβ1, log Clβ2, and log Clβ3 values obtained in HClO4–HCl mixtures, NaCl–NaClO4 mixtures, MgCl2 solutions, and CaCl2 solutions, all at 25°C (Byrne and Miller 1984), to generate additional SIT assessments of lead chloride complexation behavior. The speciation data of Byrne and Miller (1984) combined with the data of Luo and Millero (2007) provide an improved depiction of lead chloride complexation over a wide range of ionic strengths.

2 Methods

The formation constants reported in Byrne and Miller (1984) and Luo and Millero (2007) were obtained using the spectrophotometric procedures described in Byrne et al. (1981). Observations of the absorbance (λA) of Pb(II) were obtained in 1 M HCl–HClO4 mixtures at 25°C. Absorbance observations were then deconvoluted to produce (a) estimates of log Clβ1, log Clβ2, and log Clβ3 appropriate at 1 M ionic strength, and (b) molar absorbance values (λε) for Pb2+, PbCl+, \( {\text{PbCl}}_{2}^{0} \), and PbCl 3 at nineteen wavelengths (for each chemical species) between 210 and 300 nm. Subsequently, Pb(II) absorbance spectra were obtained in mixtures of HClO4–HCl, NaClO4–NaCl, MgCl2, and CaCl2. The absorbance spectra obtained using each mixture at a constant concentration of chloride ion (25°C) were analyzed using the following equation at nineteen wavelengths (λ):

$$ _{\lambda } {\text{A}} = {}_{\lambda }\varepsilon_{0} \left[ {{\text{Pb}}^{ 2+ } } \right] + {}_{\lambda }\varepsilon_{ 1} \left[ {{\text{PbCl}}^{ + } } \right] + {}_{\lambda }\varepsilon_{ 2} \left[ {{\text{PbCl}}_{2}^{0} } \right] + {}_{\lambda }\varepsilon_{ 3} \left[ {{\text{PbCl}}_{3}^{ - } } \right]. $$
(9)

The results of this analysis were then compiled (Byrne and Miller 1984) in the form of mole fractions (\( \left[ {{\text{Pb}}^{ 2+ } } \right]/\left[ {\text{Pb}} \right]_{\text{T}} ,\,\left[ {{\text{PbCl}}^{ + } } \right]/\left[ {\text{Pb}} \right]_{\text{T}} ,\left[ {{\text{PbCl}}_{2}^{0} } \right]/\left[ {\text{Pb}} \right]_{\text{T}} \) etc.), where

$$ \left[ {\text{Pb}} \right]_{\text{T}} = \left[ {{\text{Pb}}^{ 2+ } } \right] + \left[ {{\text{PbCl}}^{ + } } \right] + \left[ {{\text{PbCl}}_{2}^{0} } \right] + \left[ {{\text{PbCl}}_{3}^{ - } } \right]. $$
(10)

The mole fractions and associated statistical uncertainties determined at each chloride concentration then allowed direct calculation of lead chloride formation constants and associated uncertainties via Eqs. 13. The methods used by Byrne et al. (1981) and Byrne and Miller (1984) to derive lead chloride complexation constants are also described in detail in the work of Luo and Millero (2007) wherein observations were extended to a range of temperatures and high ionic strengths.

3 Results and Discussion

A summary of the SIT fits obtained using the data of Powell et al. (2009) is shown in Table 1. The range of log \( _{\text{Cl}} \beta_{n}^{0} \) values for the four component data sets in Table 1 is as follows: \( 1. 3 4 7\le {\log}\,{}_{\text{Cl}} \beta_{1}^{0} \le 1. 6 5 7,\, 1. 9 9 9\le {\log}\,{}_{\text{Cl}} \beta_{2}^{0} \le 2. 2 2 2,\,{\text{and}}\, 1. 7 5 8\le {\log}\,{}_{\text{Cl}} \beta_{3}^{0} \le 2. 509.\)

Table 1 Slopes (C n ) and intercepts (log \( _{\rm Cl} \beta_{n}^{0} \)) in Eq. 4 for the overall data set (IUPAC) and the four component subsets (IUPAC8s, B82, M63, and LM07p)

The data of Byrne and Miller (1984; BM84) were not used in the evaluation of Powell et al. (2009) because these data were reported in the form of mole fractions (i.e., \( \left[ {{\text{Pb}}^{ 2+ } } \right]/\left[ {\text{Pb}} \right]_{\text{T}} ,\left[ {{\text{PbCl}}^{ + } } \right]/\left[ {\text{Pb}} \right]_{\text{T}} ,\left[ {{\text{PbCl}}_{2}^{0} } \right]/\left[ {\text{Pb}} \right]_{\text{T}} ,\,{\text{and}}\,\left[ {{\text{PbCl}}_{ 3}^{ - } } \right]/\left[ {\text{Pb}} \right]_{\text{T}} \) at well-defined chloride ion concentrations, [Cl], and ionic strength, I) rather than as explicit stability constants (Eqs. 13). Formation constants calculated from the Pb(II) speciation characterizations of BM84 are shown in Appendix Tables 5, 6, 7, 8, and a summary of the slopes (C n ) and intercepts (log \( _{\rm Cl} \beta_{n}^{0} \)) obtained in SIT fits of these data are given in Table 2. The ranges of log \( _{\rm Cl} \beta_{n}^{0} \) values for all four BM84 experimental media (Table 2) are \( 1. 50 5\le {\log}\,{}_{\text{Cl}} \beta_{1}^{0} \le 1. 5 1 7,\, 2.0 70 \le {\log}\,{}_{\text{Cl}} \beta_{2}^{0} \le 2.0 9 2,\,{\text{and}}\, 1. 8 8 3\le {\log}\,{}_{\text{Cl}} \beta_{3}^{0} \le 1. 9 7 9 \). These results are closely similar to the results obtained in the analysis of Powell et al. (2009), which are presented in the first column (IUPAC) of Table 1. In contrast, given that the methods used by Byrne and Miller (1984) and Luo and Millero (2007) are closely similar, it was initially puzzling that the Table 2 results differ substantially from the results shown in the last column (LM07p) of Table 1.

Table 2 Slopes C n and intercepts log \( _{\rm Cl} \beta_{n}^{0} \) in Eq. 4 obtained from Byrne and Miller (1984) data in different media

Because the methods of Byrne et al. (1981), Byrne and Miller (1984), and Luo and Millero (2007) are essentially identical, it is reasonable to suppose that the observed differences between the results shown in Table 2 (BM84) and Table 1 (LM07p) are a reflection of differences in the molar absorptivities produced in the two studies. Figure 1 shows the molar absorptivities obtained by Luo and Millero at four temperatures. The relative magnitudes of the molar absorptivities of PbCl+ and \( {\text{PbCl}}_{2}^{0} \) have an irregular progression with increasing temperature. At 15.1°C, the molar absorptivity of \( {\text{PbCl}}_{2}^{0} \) is much larger than that of PbCl+ while the opposite is true at 25.0°C. In contrast, at 34.7 and 44.5°C, the molar absorptivities obtained for each species of Pb(II) are quite similar. The molar absorptivities of each species (i.e., the relative magnitudes of λε0, λε1, λε2, and λε3) should exhibit small systematic changes over such a small range of temperature. Consequently, as an alternative interpretation of the Luo and Millero (2007) data, it is reasonable to propose that the average of the molar absorptivities obtained at 15.1, 25.0, and 34.7°C (i.e., 25.0 ± 10°C) would provide a better assessment of 25.0°C molar absorptivities than do the molar absorptivities obtained in a single experiment at 25.0°C. An average of the Pb(II) molar absorptivities obtained by averaging the results obtained at these three temperatures is shown in Fig. 2. These results are quite similar to those shown in Fig. 1 at 34.7 and 44.5°C, indicating that the variations in molar absorptivities obtained at 15.1 and 25.0°C largely cancel in the averaging process. Consequently, Fig. 2 should be considered as the most appropriate depiction of the molar absorptivities of Pb2+, PbCl+, \( {\text{PbCl}}_{2}^{0} \), and PbCl 3 over the small range of temperature (∆T ~ 20°C) between 15.1 and 34.7°C.

Fig. 1
figure 1

Molar absorptivities obtained by Luo and Millero (2007) at four temperatures (15.1, 25.0, 34.7, and 44.5°C)

Fig. 2
figure 2

Average values of the Pb(II) molar absorptivities obtained at 15.1, 25.0, and 34.7°C (Luo and Millero 2007)

The averaged molar absorptivity results (Fig. 2) were used (via Eqs. 9 and 10) to redetermine log Clβn values in the experiments of Luo and Millero (Table 3; Fig. 3a, b, c). These revised results and the NaCl–NaClO4 results of Byrne and Miller (1984; Table 2) are in excellent accord (Fig. 3d, e, f). As such, our recommended characterization of the ionic strength dependence of lead chloride formation constants at 25ºC, based on the combined data in Table 3 and Appendix 1 (NaCl–NaClO4), is as follows (Fig. 3d, e, f):

Table 3 Recalculated formation constants of Luo and Millero (2007) using the average of molar absorptivity results obtained at 15.1, 25.0, and 34.7ºC
Fig. 3
figure 3

Formation constants obtained using averaged molar absorptivities: a–c Luo and Millero (2007); df combined data: filled circle—Luo and Millero (2007—revised), triangle—Byrne and Miller (1984)

$${\log}\,{}_{\text{Cl}} \beta_{ 1} + 2.0 4\,I^{ 1/ 2} \left( { 1+ 1. 5\,I^{ 1/ 2} } \right)^{ - 1} = 1. 4 9 1+ 0. 2 3 8\,I $$
(11)
$${\log}\,{}_{\text{Cl}} \beta_{ 2} + 3.0 6\,I^{ 1/ 2} \left( { 1+ 1. 5\,I^{ 1/ 2} } \right)^{ - 1} = 2.0 6 2+ 0. 3 6 9\,I $$
(12)
$${\log}\,{}_{\text{Cl}} \beta_{ 3} + 3.0 6\,I^{ 1/ 2} \left( { 1+ 1. 5\,I^{ 1/ 2} } \right)^{ - 1} = 1. 8 9 9+ 0. 4 3 9\,I $$
(13)

4 Conclusions

The formation constants summarized by Eqs. 1113, which are based on the combined results of Byrne and Miller (1984; BM84) + Luo and Millero (2007—revised; LM07r), are in much better agreement with the results of the overall IUPAC data collection (first column of Table 1) and the other three component datasets (next three columns of Table 1) than are the original (subset) results of Luo and Millero (last column of Table 1). This improvement is directly attributable to a reassessment of the molar absorbance characteristics that were obtained in the original analysis of Luo and Millero (2007).

The result obtained for log \({}_{\text{Cl}} \beta_{1}^{0} \) (Eq. 11) is in good agreement with M63 and B82 (Table 1) but in poor agreement \( \left( {\Updelta {\log}\,{}_{\text{Cl}} \beta_{1}^{0} \sim 0. 1 7} \right) \) with the result derived from the eight papers reporting experiments at a single ionic strength (IUPAC8s). The result obtained for log \( _{\text{Cl}} \beta_{2}^{0} \) (Eq. 12) is smaller than the log \( _{\text{Cl}} \beta_{2}^{0} \) results of M63 and B82 by about 0.14 log units and differs from the IUPAC8s result by only 0.06 units. The result obtained for log \( _{\text{Cl}} \beta_{3}^{0} \) (Eq. 13) is smaller than the results of M63 and B82 by 0.13 to 0.25 log units and is smaller than the IUPAC8s result by 0.6 log units. Thus, observed differences between predicted log \( _{\text{Cl}} \beta_{n}^{0} \) values are largest for log \( _{\text{Cl}} \beta_{3}^{0} \) and smallest for log \( _{\text{Cl}} \beta_{2}^{0} \). The quality of formation constant determinations can be meaningfully assessed via examinations of stepwise stability constant behavior. The stepwise formation constant behavior of IUPAC8s (Table 1) is especially irregular, indicating that the data used to produce these results are less coherent than the results used to generate the characterizations shown in columns M63 and B82. If the formation constant results given in Eqs. 13 are expressed as stepwise formation constants \( (_{\text{Cl}}K_{n}^{0} ), \)

$$ _{\text{Cl}}{{\text{K}}_{1}^{0}} ={{}_{\text{Cl}}} \beta_{ 1} = \left[ {{\text{PbCl}}^{ + } } \right]\left[ {{\text{Pb}}^{ 2+ } } \right]^{ - 1} \left[ {{\text{Cl}}^{ - } } \right]^{ - 1} $$
(14)
$$ _{\text{Cl}} {\text{K}}_{2}^{0} ={{}_{\text{Cl}}}\beta_{ 2} /_{\text{Cl}} \beta_{ 1} = \left[ {{\text{PbCl}}_{2}^{0} } \right]\left[ {{\text{PbCl}}^{ + } } \right]^{ - 1} \left[ {{\text{Cl}}^{ - } } \right]^{ - 1} $$
(15)
$$ _{\text{Cl}} {\text{K}}_{3}^{0} ={{}_{\text{Cl}}} \beta_{ 3} /_{\text{Cl}} \beta_{ 2} = \left[ {{\text{PbCl}}_{3}^{ - } } \right]\left[ {{\text{PbCl}}_{2}^{0} } \right]^{ - 1} \left[ {{\text{Cl}}^{ - } } \right]^{ - 1} , $$
(16)

the results in Eqs. 1113 and columns B82 and M63 of Table 1 indicate a highly consistent stepwise formation constant behavior:

$$ - 0. 9 2\le {\log}\,{}_{\text{Cl}} {\text{K}}_{2}^{0} /_{\text{Cl}} {\text{K}}_{1}^{0} \le - 0. 8 2 \quad {\text{and}} $$
$$ - 0. 8 7\le {\log}\,{}_{\text{Cl}} {\text{K}}_{3}^{0} /_{\text{Cl}} {\text{K}}_{2}^{0} \le - 0. 7 3. $$

In contrast, the results in column IUPAC8s (Table 1) indicate that \({\log}\,{}_{\text{Cl}} {\text{K}}_{2}^{0} /_{\text{Cl}} {\text{K}}_{1}^{0} = - 1. 3 2 \) and \({\log}\,{}_{\text{Cl}} {\text{K}}_{3}^{0} /_{\text{Cl}} {\text{K}}_{2}^{0} = 0. 1 7 \), with \( _{\text{Cl}} {\text{K}}_{3}^{0} \) being even larger than \( _{\text{Cl}} {\text{K}}_{2}^{0} \). This stepwise formation constant behavior is sufficiently unusual that the results summarized in column IUPAC8s, which were obtained by combining the results reported in eight different publications, should be viewed with skepticism.

Comparisons of the results given in Eqs. 1113 with the B82 and M63 results (Table 1) indicate that while the \({\log}\,{}_{\text{ Cl}} \beta_{n}^{0} \) results produced by BM84 + LM07r are somewhat smaller, the Cn results are consistently larger. As a result of these differences, Eqs. 1113 predict a somewhat smaller extent of Pb(II) complexation at low ionic strength than do the data of Mironov et al. (1963) and Bendiab et al. (1982), but a substantially larger extent of complexation at high ionic strength. Formation constants appropriate to seawater at 25.0°C obtained by combining the data of Byrne and Miller (1984) and Luo and Millero (2007—revised) are compared in Table 4 with the results obtained via analyses of the data of Mironov et al. (1963) and Bendiab et al. (1982).

Table 4 Results for log Clβn at 0.7 molal ionic strength and 25°C obtained from various data sets

The combined results of Byrne and Miller (1984) + Luo and Millero (2007—revised) are in close agreement with the B82 results. Differences in \({\log}\,{}_{\text{ Cl}} \beta_{\text{n}} \) range between 0.005 and 0.039. Differences between BM84 + LM07r and M63 are somewhat larger: 0.038 for log Clβ1, 0.066 for log Clβ2, and 0.163 in the case of log Clβ3. The range of values for log Clβ1 and log Clβ2 in Table 4 is small, indicating that there are no major uncertainties in the relative concentrations of Pb2+, PbCl+, and \( {\text{PbCl}}_{2}^{0} \) in seawater. In contrast, Table 4 shows that predictions involving the contributions of PbCl 3 to lead speciation in seawater are strongly influenced by choices in available stability constant data. This potential problem should be addressed in future studies. However, with respect to this potential uncertainty, it should be noted that the regression shown in Eq. 13 is based on a very large set of data, and Fig. 3f shows that the results of the two independent investigations (Byrne and Miller 1984, and Luo and Millero 2007—revised) are in very close accord. As such, we regard the results shown in the first column of Table 4 as preferred estimates for Pb(II) chloride formation constants appropriate to seawater.